Citations

Mayo Clinic

35 citation(s) found for "Ma, Lijun".

Incidence of and Neurodevelopmental Outcomes After Late-Onset Meningitis Among Children Born Extremely Preterm

Bell, Edward F. , Barbara, T. , Greenberg, Rachel G. , Stoll, Barbara J. , DeMauro, Sara B. , Harmon, Heidi M. , Hintz, Susan R. , Das, Abhik , Puopolo, Karen M. , Bailey, Kirstin J., Biasini, Fred J., Chopko, Stephanie A., Collins, Monica V., Cosby, Shirley S., Johnston, Kristen C. , Moses, Mary Beth, Nelson, Kathleen G., Patterson, Cryshelle S., Peralta-Carcelén, Myriam , Phillips, Vivien A., Preskitt, Julie , Rector, Richard V., Whitley, Sally, Alksninis, Barbara, Bishop, Carmena, Burke, Robert T., Caskey, Melinda, Hensman, Angelita M. , Hoffman, Laurie , Johnson, Katharine, Keszler, Mary Lenore, Knoll, Andrea M., Lamberson, Vita, Laptook, Abbot R. , Leach, Theresa M., Little, Emilee, McGowan, Elizabeth C., Pierre, Lucille St., Stephens, Bonnie E., Ventura, Suzy, Vieira, Elisa , Vohr, Betty R. , Coleman, Kelly R., Guilford, Stephanie , Hartley-McAndrew, Michelle, Li, Emily, Reynolds, Anne Marie , Sacilowski, Michael G., Williams, Ashley, Zorn, William, Bhola, Monika , Fanaroff, Avroy A., Friedman, Harriet, Newman, Nancy S., Siner, Bonnie S., Walsh, Michele C. , Wilson-Costello, Deanne E. , Yalcinkaya, Gulgun, Caplan, Michael S. , Beiersdorfer, Traci , Bridges, Kate, Cahill, Tanya E., Donovan, Edward F., Dudley, Juanita , Fischer, Estelle E., Gratton, Teresa L., Grisby, Cathy, Hayes, Devan, Hessling, Jody, Jackson, Lenora, Kallapur, Suhas G. , Kirker, Kristin, Merhar, Stephanie L. , Mincey, Holly L., Muthig, Greg, Poindexter, Brenda B. , Schibler, Kurt, Stacey, Sara, Steichen, Jean J., Tepe, Stacey, Thompson, Julia, Mersmann, Marcia Worley, Wuertz, Sandra, Polin, Richard A. , Adams, Sally S., Leon, Maria Magdalena, Eubanks, Frances, Guzman, Alicia, Hensley, Gaynelle, Heyne, Elizabeth T., Heyne, Roy J. , Hickman, Jackie F., Lee, Lizette E. , Leps, Melissa H., Madden, Linda A., McDougald, E. Rebecca, Miller, Nancy A., Morgan, Janet S., Pavageau, Lara, Salhab, Walid A., Sepulveda, Pollieanna , Boatman, Catherine Twell, Vasil, Diana M., Waterbury, Jillian, Wyckoff, Myra H. , Ashley, Patricia L., Auten, Kathy J., Cotten, C. Michael , Finkle, Joanne, Fisher, Kimberley A. , Goldberg, Ronald N., Goldstein, Ricki F., Grimes, Sandra, Gustafson, Kathryn E. , Lohmeyer, Melody B., Malcolm, William , Adams‐Chapman, Ira , Blackwelder, Ann M., Bottcher, Diane I., Carlton, David P., Carter, Sheena L., Hale, Ellen C., Kendrick-Allwood, Salathiel, Laursen, Judith, Loggins, Yvonne, Mackie, Colleen, LaRossa, Maureen Mulligan, Sanders, Amy , Seabrook, Irma, Smikle, Gloria V., Wineski, Lynn, Akpa, Esther, Alaniz, Nora I., Allain, Elizabeth, Arldt-McAlister, Julie, Bradt, Pamela J., Burson, Katrina, Dieterich, Susan, Duncan, Andrea F. , Eason, Elizabeth, Evans, Patricia W., Harris, Beverly Foley, Franco, Claudia I., Garcia, Carmen, Hall, Donna J., Jiménez, Margarita, John, Janice , Jones, Patrick M., Kennedy, Kathleen A. , Siddiki, Saba Khan, Lillie, Layne M., Major-Kincade, Terri L., Martin, Sara C., McDavid, Georgia E., McKee, Shannon L. , Morris, Brenda H., Orekoya, Patricia Ann, Pedrozza, Claudia, Perez, Carrie M., Tate, Patti L. Pierce, Reddoch, Stacey, Rodgers, Shawna, Simmons, Maegan C., Sperry, Daniel K., Stephens, Emily K. , Tyson, Jon E., Whitely, Laura L., Wright, Sharon L., Dusick, Anna M., Gunn, Susan, Hamer, Faithe, Herron, Dianne E., Hines, Abbey C. , Joyce, Jeffery, Lemons, James A., Lytle, Carolyn, Miller, Lucy , Minnich, Heike M., Papile, L.A., Richard, Leslie, Smiley, Lucy, Sokol, Gregory M. , Wilson, Leslie Dawn, Acarregui, Michael J., Colaizy, Tarah T. , Eastman, Diane L., Goeke, Claire A., Johnson, Karen, Krutzfield, Nancy J., Schmelzel, Mendi L., Walker, Jacky R., Bass, Donia B., Ellsbury, Dan L., Tud, Tracy L., Bauer, Charles R., Duara, Shahnaz , Everett‐Thomas, Ruth , Fajardo-Hiriart, Sylvia, Eguaras, Silvia M. Frade, Garcia, Andrea, Berkovits, Michelle Harwood, Pierre, Helina, Riguard, Arielle, Stoerger, Alexandra, Gaetano, Lisa, Gauldin, Cheri, Holmes, Anne, Johnson, Kathy, Kilbride, Howard W. , Pallotto, Eugenia K. , Parimi, Prabhu S., Scott, Allison, Truog, William E., Besner, Gail E. , Clark, Erna, Gutentag, Julie, Jadcherla, Sudarshan R. , Luzader, Patricia, Park, Courtney, Shadd, Julie C., Stein, Melanie, Sullivan, Margaret, Bremer, Andrew A. , Higgins, Rosemary D. , Archer, Stephanie Wilson , Abbasi, Soraya, Bernbaum, Judy, Catts, Christine, Chaudhary, Aasma S. , Cucinotta, Dara M., Eichenwald, Eric C. , Gerdes, Marsha , Ghavam, Sarvin, Hurt, Hallam, Snyder, Jonathan, Vangala, Sarith, Ziolkowski, Kristina, Johnson, Julie Babish, Binion, Kyle, Bowman, Melissa, Burnell, Erica, D’Angio, Carl T., Fallone, Caitlin, Farooq, Osman , Guillet, Ronnie , Horihan, Cassandra A., Hunn, Julianne, Hust, Diane, Jensen, Rosemary L., Jones, Rachel , Kachelmeyer, Jennifer , Kushner, Emily, Maffett, Deanna, McKee, Kimberly G., Merzbach, Joan, Myers, Gary J. , Orme, Constance, Phelps, Dale L. , Dm, Prinzing, Reubens, Linda J., Rochez, Daisy, Rowan, Mary, Sabaratnam, Premini, Scorsone, Ann Marie, Wadkins, Holly I.M., Yost, Kelley, Zwetsch, Lauren, Gabrio, Jenna, Hastings, Betty K., LeBlond, David, Auman, Jeanette O’Donnell , Huitema, Carolyn M. Petrie , Poole, W. Kenneth, Wallace, Dennis, Zaterka-Baxter, Kristin M. , Baack, Michelle , Broadbent, Megan, Elenkiwich, Chelsey, Henning, Megan M., Hogden, Laurie A., Adams, Marian M. , Bahmani, Dona, Ball, M. Bethany , Bentley, Barbara, Bruno, Elizabeth F., Chock, Valerie Y. , Davis, Alexis S. , DeAnda, Maria Elena, DeBattista, Anne M., Earhart, Beth, Huffman, Lynne C. , Ismael, Magdy, Kohn, Jean G., Krueger, Casey E., Lee-Ancajas, Julie C., Lowe, Janice, Lucash, Ryan E., Palmquist, Andrew W., Patel, Jessica, Proud, Melinda S., Reichert, Elizabeth N., Sivakumar, Dharshi, John, Nicholas H. St., Stevenson, David K. , Meurs, Krisa P. Van , Wager, Natalie, Williams, R. Jordan , Weiss, Hali E., Brussa, Ana K. , Church, Paige , Fiascone, John M., Frantz, Ivan D. , Furey, Anne, Kurfiss, Anne, MacKinnon, Brenda L., McGowan, Elisabeth C. , Nylen, Ellen, Sibley, Cecelia, Chanlaw, Teresa , Devaskar, Uday, Garg, Meena, Geller, Rachel , Purdy, Isabell B., Arnell, Kathy, Demetrio, Clarence, Finer, Neil N., Fuller, Martha G. , Henderson, Christopher, Kaegi, David, Rasmussen, Maynard R., Rich, Wade , Vaucher, Yvonne E. , Wozniak, Paul R., Bernhardt, Janice, Bose, Carl , Bose, Gennie, Clark, Cynthia L., Warner, Diane, Wereszczak, Janice, Lacy, Conra Backstrom, Fuller, Janell, Hanson, Mary, Hartenberger, Carol H., Kuan, Elizabeth, Lowe, Jean, Ohls, Robin K. , Beauman, Sandra Sundquist , Thomson, Rebecca A., Watterberg, Kristi L. , Carlson, Martha, Christensen, Mary, Wiggins, Stephanie A., Baker, Shawna, Baserga, Mariana , Bird, Karie, Burnett, Jill, Christensen, Susan, Bledsoe, Laura Cole, Cunningham, Sean D. , Davis, Brandy, Elmont, Jennifer O., Faix, Roger G., Hall, Becky, Jensen, Erika R., Jensen, Jennifer J., Jordan, Jamie, Loertscher, Manndi C., Marchant, Trisha, Maxson, Earl, McGrath, Kandace M., Minton, Stephen D., Morshedzadeh, Galina, Osborne, Karen A., Parry, Dilys M. , Rau, Carrie A., Reich, Brixen A., Schaefer, Susan T., Sheffield, Mark J., Spencer, Cynthia, Steffen, Michael, Stout, Kelly, Stuart, Ashley L., Tice, Katherine, Weaver-Lewis, Kimberlee, Winter, Sarah , Woodbury, Kathryn D., Yoder, Bradley A. , Zanetti, Karen, Chiu, Korinne, Dillard, Robert G., Allred, Deborah Evans, Goldstein, Donald J., Halfond, Raquel, Jackson, Barbara G., O’Shea, T. Michael , Peters, Nancy, Peterson, Carroll, Waldrep, Ellen, Washburn, Lisa K. , Welch, Cherrie D. , Morris, Melissa Whalen, Hounshell, Gail, Kicklighter, Stephen D. , Rhodes-Ryan, Ginger, Abramczyk, Katherine, Agarwal, Prashant , Bajaj, Monika , Bara, Rebecca, Billian, Elizabeth, Chawla, Sanjay , Childs, Kirsten, Jesus, Lilia C. De, Driscoll, D., February, Melissa, Goldston, Laura A., Muran, Geraldine, Natarajan, Girija , Pappas, Athina, Prentice, Jeannette E., Shankaran, Seetha , Sood, Beena G. , White, Diane F., Woldt, Eunice, Butler, Christine G., Cervone, Patricia, Ehrenkranz, Richard A., Gettner, Patricia, Greisman, Sheila, Jacobs, Harris C., Konstantino, Monica, Poulsen, JoAnn, Romano, Elaine, Taft, Janet, Brumbaugh, Jane E. , Das, Abhik , Baack, Michelle L , Ambalavanan, Namasivayam , Carlo, Waldemar A. , Keszler, Martin , Oh, William, Watson, Victoria E. , Lakshminrusimha, Satyan , Hibbs, Anna Maria , Payne, Allison H. , Alexander, Barbara D. , Jobe, Alan Hall , Yolton, Kimberly , Brion, Luc P. , Chen, Lijun , Leon, Maria M. De, Miller, Nancy A., Rosenfeld, Charles R. , Sánchez, Pablo J. , Patel, Ravi M. , Dempsey, Allison G. , Green, Charles E. , Khan, Amir M , Lis, Anna E. , Martin, Karen , Dagle, John M. , Klein, Jonathan M. , Widness, John A. , Calejo, Maria, Fortney, Christine A. , Maitre, Nathalie L. , Nelin, Leif Daniel , Parikh, Nehal A. , Cook, Noah , Kirpalani, Haresh Murli , Mancini, Toni, Schmidt, Barbara Kristina , Vangala, Saritha, Kent, Alison , Sabaratnam, Premini , Bann, Carla , Crawford, Margaret M. , Gantz, Marie G. , Leblond, David, Newman, Jamie E. , Taylor, Heather Lee , Henderson, Christopher, Laughon, Matthew Maxwell , DuPont, Tara L. , Barks, John , Sarkar, Subrata , Parry, D. Melody, Spencer, Cynthia, Steffen, Michael, White, Donna, Johnson, Mary E. , Panaitescu, Bogdan , Williams, Joanne W.

JAMA Network Open | December 8, 2022 | Volume: 5 | Issue: 12 | Pages: e2245826

10.1001/jamanetworkopen.2022.45826 | PMID 36480199

ImportanceLate-onset meningitis (LOM) has been associated with adverse neurodevelopmental outcomes in children born extremely preterm.ObjectiveTo report the incidence of LOM during birth hospitalization and neurodevelopmental outcomes at 18 to 26 months’ corrected age.Design, Setting, and ParticipantsThis cohort study is a secondary analysis of a multicenter prospective cohort of children born at 22 to 26 weeks’ gestation between 2003 and 2017 with follow-up from 2004 to 2021. The study was conducted at 25 Eunice Kennedy Shriver National Institute of Child Health and Human Development Neonatal Research Network centers.ExposuresCulture-confirmed LOM.Main Outcomes and MeasuresIncidence and microbiology of LOM (2003-2017); lumbar puncture (LP) performance in late-onset sepsis (LOS) evaluations (2011-2017); composite outcome of death or neurodevelopmental impairment (NDI; 2004-2021).ResultsAmong 13 372 infants (median [IQR] gestational age, 25.4 [24.4-26.1] weeks; 6864 [51%] boys), LOM was diagnosed in 167 (1%); LOS without LOM in 4564 (34%); and neither LOS nor LOM in 8641 (65%). The observed incidence of LOM decreased from 2% (95% CI, 1%-3%) in 2003 to 0.4% (95% CI, 0.7%-1.0%) in 2017 (P &lt; .001). LP performance in LOS evaluations decreased from 36% (95% CI, 33%-40%) in 2011 to 24% (95% CI, 21%-27%) in 2017 (P &lt; .001). Among infants with culture-confirmed LOS, LP performance decreased from 58% (95% CI, 51%-65%) to 45% (95% CI, 38%-51%; P = .008). LP performance varied by center among all LOS evaluations (10%-59%, P &lt; .001) and among those with culture-confirmed LOS (23%-79%, P &lt; .001). LOM occurred in the absence of concurrent LOS in 27 of 167 cases (16%). The most common LOM isolates were coagulase-negative Staphylococcus (98 [59%]), Candida albicans (38 [23%]), and Escherichia coli (27 [16%]). Death or NDI occurred in 22 of 46 children (48%) with LOM due to coagulase-negative Staphylococcus, 43 of 67 (64%) due to all other bacterial pathogens, and 26 of 33 (79%) due to fungal pathogens. The adjusted relative risk of death or NDI was increased among children with LOM (aOR, 1.53; 95% CI, 1.04-2.25) and among those with LOS without LOM (aOR, 1.41; 95% CI, 1.29-1.54) compared with children with neither infection.Conclusions and RelevanceIn this cohort study, LP was performed with decreasing frequency, and the observed incidence of LOM also decreased. Both LOM and LOS were associated with increased risk of death or NDI; risk varied by LOM pathogen. The full association of LOM with outcomes of children born extremely preterm may be underestimated by current diagnostic practices.

Optical genome mapping in acute myeloid leukemia: a multicenter evaluation

Levy, Brynn , Akkari, Yassmine, Chartrand, Scott, LaBarge, Brandon, Claxton, David F. , Lennon, Patrick A. , Cujar, Claudia , Kolhe, Ravindra , Kroeger, Kate, Sahajpal, Nikhil , Sathanoori, Malini, Vlad, George , Zhang, Lijun , Fang, Min , Kanagal‐Shamanna, Rashmi , Claxton, David F , Cujar, Claudia , Kolhe, Ravindra , Pitel, Beth A , Zhang, Lijun , Kanagal-Shamanna, Rashmi , Broach, James R , Baughn, Linda B. , Pitel, Beth A.

Blood Advances | November 24, 2022 | Volume: 7 | Issue: 7 | Pages: 1297-1307

10.1182/bloodadvances.2022007583 | PMID 36417763

Abstract Detection of hallmark genomic aberrations in acute myeloid leukemia (AML) is essential for diagnostic subtyping, prognosis, and patient management. However, cytogenetic/cytogenomic techniques used to identify those aberrations, such as karyotyping, fluorescence in situ hybridization (FISH), or chromosomal microarray analysis (CMA), are limited by the need for skilled personnel as well as significant time, cost, and labor. Optical genome mapping (OGM) provides a single, cost-effective assay with a significantly higher resolution than karyotyping and with a comprehensive genome-wide analysis comparable with CMA and the added unique ability to detect balanced structural variants (SVs). Here, we report in a real-world setting the performance of OGM in a cohort of 100 AML cases that were previously characterized by karyotype alone or karyotype and FISH or CMA. OGM identified all clinically relevant SVs and copy number variants (CNVs) reported by these standard cytogenetic methods when representative clones were present in >5% allelic fraction. Importantly, OGM identified clinically relevant information in 13% of cases that had been missed by the routine methods. Three cases reported with normal karyotypes were shown to have cryptic translocations involving gene fusions. In 4% of cases, OGM findings would have altered recommended clinical management, and in an additional 8% of cases, OGM would have rendered the cases potentially eligible for clinical trials. The results from this multi-institutional study indicate that OGM effectively recovers clinically relevant SVs and CNVs found by standard-of-care methods and reveals additional SVs that are not reported. Furthermore, OGM minimizes the need for labor-intensive multiple cytogenetic tests while concomitantly maximizing diagnostic detection through a standardized workflow.

Introduction. Evolution of radiation therapy techniques

Sahgal, Arjun , Sheehan, Jason P. , Niranjan, Ajay , Chambless, Lola B. , Ma, Lijun , Trifiletti, Daniel M.

Neurosurgical Focus | November 1, 2022 | Volume: 53 | Issue: 5 | Pages: E1

10.3171/2022.8.focus22436 | PMID 36321287

Comprehensive Characterization of the Multiple Myeloma Immune Microenvironment Using Integrated scRNA-seq, CyTOF, and CITE-seq Analysis

Jayasinghe, Reyka G. , Lee, Brian , Bhasin, Swati S. , Pilcher, William , Dasari, Surendra , Fiala, Mark A. , Pita-Juárez, Yered , Strausbauch, Michael, Kelly, Geoffrey , Thomas, Beena , Kumar, Shaji , Anderson, Emilie, Wendl, Michael C. , Dawson, Travis , D’souza, Darwin , Cheloni, Giulia , Li, Ying , Dhodapkar, Kavita M. , Vij, Ravi , Vlachos, Ioannis S. , Mehr, Shaadi , Hamilton, Mark , Auclair, Daniel , Kourelis, Taxiarchis , Avigan, David , Dhodapkar, Madhav V. , Gnjatic, Sacha , Ding, Li , Jayasinghe, Reyka G , Bhasin, Swati S , Pilcher, William , Dasari, Surendra , Fiala, Mark A , Pita-Juarez, Yered , Kumar, Shaji K , Dawson, Travis , Oh, Stephen T , Li, Ying , Rahman, Adeeb H , Dhodapkar, Kavita M , Hamilton, Mark , Auclair, Daniel , Dhodapkar, Madhav V , Gnjatic, Sacha , Bhasin, Manoj K , Ding, Li , Vlachos, Ioannis S , Yao, Lijun , Doxie, Deon Bryant , Gonzalez‐Kozlova, Edgar , Thomas, Beena E., Cho, Hearn Jay , Oh, Stephen T. , DiPersio, John F. , Kim-Schulze, Seunghee

Cancer Research Communications | August 31, 2022 | Volume: 2 | Issue: 10 | Pages: 1255-1265

10.1158/2767-9764.crc-22-0022 | PMID 36969740

As part of the Multiple Myeloma Research Foundation (MMRF) immune atlas pilot project, we compared immune cells of multiple myeloma bone marrow samples from 18 patients assessed by single-cell RNA sequencing (scRNA-seq), mass cytometry (CyTOF), and cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq) to understand the concordance of measurements among single-cell techniques. Cell type abundances are relatively consistent across the three approaches, while variations are observed in T cells, macrophages, and monocytes. Concordance and correlation analysis of cell type marker gene expression across different modalities highlighted the importance of choosing cell type marker genes best suited to particular modalities. By integrating data from these three assays, we found International Staging System stage 3 patients exhibited decreased CD4+ T/CD8+ T cells ratio. Moreover, we observed upregulation of RAC2 and PSMB9, in natural killer cells of fast progressors compared with those of nonprogressors, as revealed by both scRNA-seq and CITE-seq RNA measurement. This detailed examination of the immune microenvironment in multiple myeloma using multiple single-cell technologies revealed markers associated with multiple myeloma rapid progression which will be further characterized by the full-scale immune atlas project. Significance: scRNA-seq, CyTOF, and CITE-seq are increasingly used for evaluating cellular heterogeneity. Understanding their concordances is of great interest. To date, this study is the most comprehensive examination of the measurement of the immune microenvironment in multiple myeloma using the three techniques. Moreover, we identified markers predicted to be significantly associated with multiple myeloma rapid progression.

Abstract 1729: Single-cell transcriptome profiling of multiple myeloma bone marrow samples suggests that disease progression interplays with tumor and tumor microenvironment in The MMRF CoMMpass Study

Sato, Kazuhiro , Chiang, I-Ling, D’souza, Darwin , Kourelis, Taxiarchis , Thomas, Beena , Lee, Brian , Upadhyaya, Bhaskar , Fortier, Julie M. , Dawson, Travis , Kumar, Shaji , Cho, Hearn, Raj, Bee, Vij, Ravi , Vlachos, Ionnis, Mehr, Shaadi , Hamilton, Mark , Auclair, Daniel , Dasari, Surendra , Avigan, David , Dhodapkar, Madhav V. , Ding, Li , Yao, Lijun , Wang, Tianjiao , Jayasinghe, Reyka G. , Pilcher, William , Gonzalez‐Kozlova, Edgar , Pita-Juárez, Yered , Doxie, Deon Bryant , Thomas, Beena, Bhasin, Swati S. , Fiala, Mark A. , Leech, John M. , Kim-Schulze, Seunghee , Oh, Stephen T. , DiPersio, John F. , Rahman, Adeeb H , Gnjatic, Sacha , Bhasin, Manoj K

Cancer Research | June 15, 2022 | Volume: 82 | Issue: 12_Supplement | Pages: 1729-1729

10.1158/1538-7445.am2022-1729

Abstract Multiple Myeloma (MM) is a hematologic malignancy marked by uncontrolled clonal expansion of plasma cells. Previous research has examined single-cell transcriptome profiles of Monoclonal gammopathy of undetermined significance (MGUS) and MM tumor microenvironment (TME) and found that natural killer (NK) cell abundance is elevated in the early stages and correlated with altered chemokine receptor expression. This study suggested the critical role of immune cells on myeloma progression from asymptomatic MGUS to symptomatic MM. Up to date, however, there are no published studies comprehensively comparing tumor and immune populations differences between MM NON-progressors (NPs) and FAST-progressors (FPs) and investigating how clonal plasma cells affect disease progression in a large cohort. Therefore, understanding how tumor and immune cells influence disease progression within symptomatic MM is of great interest.Here, we subjected CD138-negative Bone Marrow Mononuclear cells (BMMC) samples from 418 MM patients to scRNA-seq. From MMRF CoMMpass study (NCT01454297), we also have whole exome sequencing (WES) and bulk RNA-seq from CD138-positive fraction of BMMC samples. Based on time to progressive disease (TTPD), we classified patients into 2 categories. Patients with TTPD less than 18 months were classified as FAST-progressors (FPs), whereas patients with TTPD more than 5 years were classified as NON-progressors (NPs). By analyzing patient genomic alterations and its association with progression, we found that there was a significant association of slow MM progression with t(11;14) (p = 0.048), consistent with previous study. In our preliminary analysis, we profiled 83 CD138-sorted MM bone marrow samples using scRNA-seq. Interestingly, we found plasma cells from samples with the same genetic alterations tend to cluster together, highlighting the important role of genetic drivers in transcriptome profiles of plasma cells. Moreover, integrated analysis of bone marrow samples from 83 MM patients and 4 healthy donors revealed an atypical naïve-B cell subset with enrichment of cells from fast-progressors and partial expression of MS4A1. Differentially expressed genes for this naïve-B cell subset includes KLF9, BCL2L11, JOSD1, and IRS2, etc. Overall, as part of MMRF immune profiling research, this study will help to interrogate how genetic alterations and disease progression interplay MM tumor and TME and provide a sufficiently broad and valuable dataset for systematically characterizing MM at single-cell resolution. Hopefully, this study could identify novel targets for MM immunotherapies, and ultimately identify patients with high risk of fast progression for early intervention in the clinic. Citation Format: Lijun Yao, Tianjiao Wang, Kazuhiro Sato, Reyka Jayasinghe, I-Ling Chiang, Darwin D'souza, William Pilcher, Edgar Gonzalez-Kozlova, Yered Pita-Juarez, Taxiarchis Kourelis, Deon Bryant Doxie, Beena Thomas, Brian Lee, Swati Sharma Bhasin, Upadhyaya Bhaskar, Mark Fiala, Julie Fortier, Travis Dawson, John Leech, Shaji Kumar, Hearn Cho, Seunghee Kim-Schulze, Bee Raj, Stephen Oh, the MMRF Immune Profiling Research Team, John Dipersio, Ravi Vij, Adeeb Rahman, Ionnis Vlachos, Shaadi Mehr, Mark Hamilton, Daniel Auclair, Surendra Dasari, David Avigan, Madhav Dhodapkar, Sacha Gnjatic, Manoj Bhasin, Li Ding. Single-cell transcriptome profiling of multiple myeloma bone marrow samples suggests that disease progression interplays with tumor and tumor microenvironment in The MMRF CoMMpass Study [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1729.

Single-Cell RNA-Seq Analysis of CD138-Depleted Bone Marrow Samples Reveals Genetic Alterations and Disease Progression Correlate with Tumor and Bone Marrow Immune Microenvironment in the Mmrf Commpass Study

Wang, Tianjiao , Sato, Kazuhiro , Kourelis, Taxiarchis , Thomas, Beena , Lee, Brian , Upadhyaya, Bhaskar , Fortier, Julie M. , Dawson, Travis , Kumar, Shaji , Raj, Bee, Vij, Ravi , Vlachos, Ioannis S. , Mehr, Shaadi , Hamilton, Mark , Auclair, Daniel , Dasari, Surendra , Avigan, David , Dhodapkar, Madhav V. , Gnjatic, Sacha , Ding, Li , Gnjatic, Sacha , Vlachos, Ioannis S , Yao, Lijun , Jayasinghe, Reyka G. , Pilcher, William , Gonzalez‐Kozlova, Edgar , Pita-Juárez, Yered , Doxie, Deon Bryant , Thomas, Beena E, Bhasin, Swati S. , Fiala, Mark A. , Leech, John M. , Cho, Hearn Jay , Kim-Schulze, Seunghee , Oh, Stephen T. , DiPersio, John F. , Rahman, Adeeb H , Bhasin, Manoj K

Blood | November 24, 2021 | Volume: 138 | Issue: Supplement 1 | Pages: 2691-2691

10.1182/blood-2021-154081

Abstract Multiple Myeloma (MM) is the second most common hematologic malignancy, marked by uncontrolled clonal expansion of plasma cells. MM genome is complex and heterogeneous, with a high frequency of structural variants (SVs) and copy-number abnormalities (CNAs). Single-cell sequencing technologies offer advantages over traditional bulk methods in cancer genomics research for evaluating cellular heterogeneity and investigating evolution of cellular subpopulations within the tumor. Thus, there is an impetus to translate the growing understanding of the genomic landscape of MM into dissecting the tumor heterogeneity using scRNA-seq. So far, there are no reported studies systematically comparing tumor and immune populations differences between MM NON-progressors (NPs) and RAPID-progressor (RPs) and investigating how clonal plasma cells contribute to progression in a large cohort. In addition, the bone marrow microenvironment plays an important role in the evolution of premalignant MM and MM progression. A previous study of single-cell transcriptomics analysis of Monoclonal gammopathy of undetermined significance (MGUS) and MM tumor microenvironment (TME) revealed that natural killer (NK) cell abundance is frequently increased in the early stages and associated with altered chemokine receptor expression. This study shed the light on the role of immune cells on disease progression from asymptomatic MGUS to symptomatic MM. However to date, how immune cells influence disease progression within symptomatic MM is still unclear. Here, we subjected 344 CD138-negative Bone Marrow Mononuclear cells (BMMC) samples to scRNA-seq. To control for the first line therapy, 272 patients were treated with RVD and Autologous stem cell transplant (ASCT) and were stratified into 3 groups based on progression: 200 NON-progressors (NPs) (PFS> 5 years), 7 Intermediate Progressors (IPs, PFS 2-4 years) and 38 RAPID-progressors (RPs) (PFS<=18 months). In addition, there are 72 subjects treated with RVD but without ASCT, including 34 NPs, 2 IPs and 36 RPs. From MMRF CoMMpass study (NCT01454297), we also have whole exome sequencing (WES) and bulk RNA-seq from CD138-positive fraction of BMMC samples. Our preliminary analysis of scRNA-seq of 6 samples treated by the same first-line therapies (RVD but without ASCT) revealed that plasma cells (PCs) from two patients (MMRF2550 and MMRF2562) with chromosome 13q deletion clustered together, whereas PCs from a patient (MMRF2187) with t(8;14) Myc translocation formed a distinct cluster. Interestingly, PCs from a patient (MMRF2271) with both chromosome 13q deletion and t(8;14) formed another independent cluster. These observations highlight the important role of genetic drivers in transcriptome profiles of plasma cells. In addition, we further investigated how progression features correlate with the immune microenvironment and identified differentially expressed genes between NK cells from RPs versus those from NPs, which could potentially serve as MM progression markers. Interestingly, several cytotoxicity genes are significantly upregulated in FPs, such as GZMB and KLRB1 (log Fold Change=1.44, and 8.41 respectively). Overall, our preliminary results provide a small glimpse of the interconnected nature of driver genetic alterations and progression features in MM tumor and TME. This study will provide a sufficiently broad, deep, and diverse vast dataset for accurately characterizing MM at single-cell resolution to help interrogate how genetic alterations and disease progression interplay MM tumor and TME. We hope this study could identify novel candidate targets for therapeutic approaches, and ultimately stratify patients by risk of progression for early intervention in the clinic. Disclosures Kumar: Roche-Genentech: Consultancy, Research Funding; Merck: Research Funding; Takeda: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; KITE: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Amgen: Consultancy, Research Funding; Novartis: Research Funding; Abbvie: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Janssen: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Beigene: Consultancy; Carsgen: Research Funding; Bluebird Bio: Consultancy; Astra-Zeneca: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Celgene: Membership on an entity's Board of Directors or advisory committees, Research Funding; Oncopeptides: Consultancy; Tenebio: Research Funding; BMS: Consultancy, Research Funding; Antengene: Consultancy, Honoraria; Adaptive: Membership on an entity's Board of Directors or advisory committees, Research Funding; Sanofi: Research Funding. Oh: Abbvie: Membership on an entity's Board of Directors or advisory committees; Blueprint Medicines: Membership on an entity's Board of Directors or advisory committees; Celgene Bristol Myers Squibb: Membership on an entity's Board of Directors or advisory committees; Constellation: Membership on an entity's Board of Directors or advisory committees; CTI Biopharma: Membership on an entity's Board of Directors or advisory committees; Disc Medicine: Membership on an entity's Board of Directors or advisory committees; Geron: Membership on an entity's Board of Directors or advisory committees; Incyte: Membership on an entity's Board of Directors or advisory committees; Kartos Therapeutics: Membership on an entity's Board of Directors or advisory committees; PharamaEssentia: Membership on an entity's Board of Directors or advisory committees; Sierra Oncology: Membership on an entity's Board of Directors or advisory committees. Vij: BMS: Research Funding; Takeda: Honoraria, Research Funding; Sanofi: Honoraria, Research Funding; BMS: Honoraria; GSK: Honoraria; Oncopeptides: Honoraria; Karyopharm: Honoraria; CareDx: Honoraria; Legend: Honoraria; Biegene: Honoraria; Adaptive: Honoraria; Harpoon: Honoraria. Avigan: Celgene: Membership on an entity's Board of Directors or advisory committees, Research Funding; Pharmacyclics: Research Funding; Kite Pharma: Consultancy, Research Funding; Juno: Membership on an entity's Board of Directors or advisory committees; Partner Tx: Membership on an entity's Board of Directors or advisory committees; Karyopharm: Membership on an entity's Board of Directors or advisory committees; Bristol-Myers Squibb: Membership on an entity's Board of Directors or advisory committees; Aviv MedTech Ltd: Membership on an entity's Board of Directors or advisory committees; Takeda: Membership on an entity's Board of Directors or advisory committees; Legend Biotech: Membership on an entity's Board of Directors or advisory committees; Chugai: Membership on an entity's Board of Directors or advisory committees; Janssen: Consultancy; Parexcel: Consultancy; Takeda: Consultancy; Sanofi: Consultancy.

Stereotactic radiosurgery for secretory pituitary adenomas: systematic review and International Stereotactic Radiosurgery Society practice recommendations

Mathieu, David, Kotecha, Rupesh, Sahgal, Arjun, Salles, Antonio De, Fariselli, Laura, Pollock, Bruce E., Levivier, Marc, Ma, Lijun, Paddick, Ian, Regis, Jean, Yomo, Shoji, Suh, John H., Rubens, Muni, Sheehan, Jason P., Mathieu, David , Rubens, Muni , Yomo, Shoji , Mathieu, David , Kotecha, Rupesh, Sahgal, Arjun, Salles, Antonio De, Fariselli, Laura, Pollock, Bruce E., Levivier, Marc, Ma, Lijun, Paddick, Ian, Regis, Jean, Suh, John H., Sheehan, Jason P.

Journal of Neurosurgery | September 3, 2021 | Volume: 136 | Issue: 3 | Pages: 801-812

10.3171/2021.2.jns204440 | PMID 34479203

OBJECTIVE A systematic review was performed to provide objective evidence on the use of stereotactic radiosurgery (SRS) in the management of secretory pituitary adenomas and develop consensus recommendations. METHODS The authors performed a systematic review of the English-language literature up until June 2018 using the PRISMA guidelines. The PubMed (Medline), Embase, and Cochrane databases were searched. A total of 45 articles reporting single-institution outcomes of SRS for acromegaly, Cushing’s disease, and prolactinomas were selected and included in the analysis. RESULTS For acromegaly, random effects meta-analysis estimates for crude tumor control rate, crude endocrine remission rate, and any new hypopituitarism rates were 97.0% (95% CI 96.0%–98.0%), 44.0% (95% CI 35.0%–53.0%), and 17.0% (95% CI 13.0%–23.0%), respectively. For Cushing’s disease, random effects estimates for crude tumor control rate, crude endocrine remission rate, and any new hypopituitarism rate were 92.0% (95% CI 87.0%–95.0%), 48.0% (95% CI 35.0%–61.0%), and 21.0% (95% CI 13.0%–31.0%), respectively. For prolactinomas, random effects estimates for crude tumor control rate, crude endocrine remission rate, and any new hypopituitarism rate were 93.0% (95% CI 90.0%–95.0%), 28.0% (95% CI 19.0%–39.0%), and 12.0% (95% CI 6.0%–24.0%), respectively. Meta-regression analysis did not show a statistically significant association between mean margin dose with crude endocrine remission rate or mean margin dose with development of any new hypopituitarism rate for any of the secretory subtypes. CONCLUSIONS SRS offers effective tumor control of hormone-producing pituitary adenomas in the majority of patients but a lower rate of endocrine improvement or remission.

Guidelines for the use and interpretation of assays for monitoring autophagy (4th edition) 1

Klionsky, Daniel J., Abdel‐Aziz, Amal Kamal , Abdellatif, Mahmoud , Abdoli, Asghar , Abel, Steffen , Abeliovich, Hagai , Abildgaard, Marie H. , Abudu, Yakubu Princely , Acevedo‐Arozena, Abraham , Adamopoulos, Iannis E. , Adeli, Khosrow , Adolph, Timon E. , Adornetto, Annagrazia , Aflaki, Elma, Agam, Galila , Aggarwal, Bharat B. , Agnello, Maria, Agostinis, Patrizia , Agrewala, Javed N. , Agrotis, Alexander , Aguilar, Patricia V., Ahmad, S. Tariq, Ahumada-Castro, Ulises , Aits, Sonja , Aizawa, Shu, Akkoç, Yunus , Akoumianaki, Tonia, Akpinar, Hafize Aysin , Al‐Abd, Ahmed M. , Al-Akra, Lina, Gharaibeh, Abeer , Alaoui‐Jamali, Moulay A. , Alberti, Simon , Alessandri, Cristiano , Alonso, Alicia , Altan‐Bonnet, Nihal , Álvarez, Élida, Alves, Sara , Costa, Cristine Alvès da , Alzaharna, Mazen M. , Amadio, Marialaura , Amantini, Consuelo , Amaral, Cristina , Ambrosio, Susanna , Amer, Amal O. , Ammanathan, Veena , An, Zhenyi, Andrabi, Shaida A. , Andres, Allen M. , Ann, David K. , Anozie, Uche C. , Ansari, Mohammad Y. , Antas, Pedro , Antebi, Adam , Antón, Zuriñe , Anwar, Tahira , Apétoh, Lionel , Araki, Toshiyuki , Araki, Yasuhiro , Araya, Jun , Arévalo, María‐Ángeles , Argüelles, Sandro , Arias, Esperanza , Arikkath, Jyothi , Ariosa, Aileen, Aroca, Ángeles , Arroyo, Daniela S., Arsov, Ivica, Artero, Rubén , Asaro, Dalia Maria Lucia, Ashur‐Fabian, Osnat , Atanasov, Atanas G. , Au, Alicia K. , Auberger, Patrick , Auner, Holger W. , Aurelian, Laure , Avagliano, Laura , Ávalos, Yenniffer , Aveleira, Célia A. , Aydın, Yücel , Ayyadevara, Srinivas , Azzopardi, Maria , Baba, Misuzu, Backer, Jonathan , Bae, Soo Han , Baehrecke, Eric H. , Bagetta, Giacinto , Bagniewska‐Zadworna, Agnieszka , Bai, Hua , Bai, Xiyuan , Bairagi, Nandadulal , Baksi, Shounak , Balbi, Teresa , Ballester, María , Balazadeh, Salma , Balzan, Rena , Bandopadhyay, Rina , Banerjee, Sulagna , Bánréti, Ágnes , Baracca, Alessandra , Barbati, Cristiana , Bargiela, Ariadna , Barilà, Daniela , Barlow, Peter G. , Barmada, Sami J. , Barreiro, Esther , Bártek, Jiří , Bartel, Bonnie , Bartolomé, Alberto , Barve, Gaurav , Bassham, Diane C. , Baulieu, E.E. , Baumgarner, Bradley L. , Bayry, Jagadeesh , Beale, Rupert , Beau, Isabelle , Beaumatin, Florian , Bechara, Luiz Roberto Grassmann , Beck, George R. , Beers, Michael F. , Begun, Jakob , Behrends, Christian , Bejarano, Eloy , Bel, Shai , Belaïd, Amine , Belgareh‐Touzé, Naïma, Bellarosa, Cristina , Belleudi, Francesca , Belló-Pérez, Melissa , Beltran, Jackeline Soares de Oliveira , Beltran, Sebastián, Benbrook, Doris M. , Bendorius, Mykolas , Benítez, Bruno A. , Benito‐Cuesta, Irene , Bensalem, Julien , Berchtold, Martin W. , Berezowska, Sabina , Bergamaschi, Daniele , Berliocchi, Laura , Berlioz‐Torrent, Clarisse , Bernard, Amélie , Besirli, Cagri G. , Besteiro, Sébastien , Betin, Virginie M.S., Beyaert, Rudi , Bezbradica, Jelena S. , Bhaskar, Kiran , Bhatia‐Kiššová, Ingrid, Bhattacharya, Sujoy , Bhuiyan, Md. Shenuarin , Bi, Xiaolin , Biden, Trevor J. , Bijian, Krikor , Billes, Viktor , Binart, Nadine , Bincoletto, Cláudia , Blanco, Gonzalo , Blas‐García, Ana , Błasiak, Janusz , Blomgran, Robert , Blum, Janice S. , Boada-Romero, Emilio, Boban, Mirta , Boeuf, Philippe , Boland, Barry , Bomont, Pascale , Bonaldo, Paolo , Bonam, Srinivasa Reddy , Bonfili, Laura , Bootman, Martin D. , Bordi, Matteo , Borner, Christoph , Bornhäuser, Beat , Bose, Santanu , Botas, Juan , Boulanger, Chantal M. , Bourgeois, Benjamin , Bourke, Nollaig M. , Bousquet, Guilhem , Boya, Patricia , Bozhkov, Peter V. , Bozi, Luiz H. M. , Bozkurt, Tolga O. , Pedro, José Manuel Bravo‐San , Brest, Patrick , Bringer, Marie-Agnès , Briones‐Herrera, Alfredo , Broaddus, V. Courtney, Brodersen, Peter , Brodsky, Jeffrey L. , Bronson, Paola G. , Bronstein, Jeff M. , Brown, Rhoderick E. , Brum, Patrı́cia C. , Bruno, Daniele , Bryson‐Richardson, Robert J. , Bucci, Cecilia , Buchrieser, Carmen , Bueno, Marta , Buchan, J. Ross , Buckingham, Erin M., Budak, Hikmet , Budini, Mauricio , Bultynck, Geert , Burada, Florin , Burgoyne, Joseph R. , Burón, María I. , Bustos, Victor , Büttner, Sabrina , Byrd, Aaron , Cabas, Isabel , Cabrera, Sandra , Cadwell, Ken , Cai, Jingjing , Cai, Lu , Cai, Qian , Calbet, José A. L. , Caldwell, Guy A. , Call, Jarrod A. , Calvani, Riccardo , Calvo, Ana Cristina , Calvo‐Rubio, Miguel , Câmara, Niels Olsen Saraiva , Camonis, Jacques , Camougrand, Nadine , Campanella, Michelangelo , Campbell, Edward M. , Campos, Juliane C. , Camuzard, Olivier , Cancino, Jorge , Caniggia, Isabella , Canonico, Barbara , Cantı́, Carles , Cao, Bin , Caramés, B. , Cardenal‐Muñoz, Elena , Cárdenas, César , Cárdenas, Luis , Cardoso, Sandra M. , Carew, Jennifer S. , Carle, Georges F. , Carleton, Gillian , Carloni, Silvia , Carneiro, Letícia A. M. , Carosi, Julian M. , Carra, Serena , Carrier, Alice , Carter, A. Brent, Carvalho, Andreia Neves , Casanova, Magali , Casas, Josefina , Cassioli, Chiara , Castillo, Karen , Castillo‐Lluva, Sonia , Castoldi, Francesca , Castori, Marco , Castro, Ariel F. , Castro‐Hernández, Javier , Cavadas, Cláudia , Cavaliere, Federica, Cavallini, Gabriella , Cavinato, Maria , Rica, Paula Cebollada , Cechowska‐Pasko, Marzanna , Cerqueira, João , Cerutti, Janete M. , Çetintaş, Vildan Bozok , Cetrullo, Silvia , Chagin, Andrei S. , Chai, Chee‐Yin , Chakrabarti, Gopal , Chakraborty, Tapas , Chakraborty, Trinad , Chami, Mounia , Chamilos, Georgios , Chan, David W. , Chan, Edmond Y. W., Chan, Ho Yin Edwin , Chan, Helen H., Chan, Hung , Chan, Matthew T.V. , Chan, Yau Sang , Chang, Hao‐Chun , Chang, Kai , Chao, Jie , Charlet‐Berguerand, Nicolas , Chatterjee, Samrat , Chaube, Shail K. , Chaudhary, Anu , Chauhan, Santosh , Chaum, Edward , Checler, Frédéric , Cheetham, Michael E. , Chen, Chang‐Shi , Chen, Jian‐Fu , Chen, Liam L., Chen, Mingliang , Chen, Mu‐Kuan , Chen, Ning , Chen, Wei , Chen, Xinming , Chen, Xiongwen , Chen, Yan , Chen, Ye‐Guang , Chen, Yingyu , Chen, Yongqiang , Chen, Zhefan Stephen , Chen, Zhihua , Cheng, Xiu‐Tang , Cheng, Yiyun , Cheng, Zhiyong , Cheong, Jit Kong , Cherry, Sara , Cheung, Chi F., Cheung, Chun Hei Antonio , Cheung, King‐Ho , Chevet, Éric , Chi, Richard J., Chiaradonna, Ferdinando , Chiariello, M , Chica, Nathalia , Chiocca, Susanna , Chiong, Mario , Chiou, Shih‐Hwa , Chiramel, Abhilash I., Chiurchiù, Valerio , Cho, Dong-Hyung, Choe, Seong‐Kyu , Choi, Augustine M.K. , Choi, Mary E. , Choudhury, Kamalika Roy , Chow, Norman , Chua, Jason P. , Chua, John Jia En , Chung, Hyewon , Chung, Kin Pan , Chung, So‐Hyang , Chung, Yuen-Li, Ciechomska, Iwona A. , Cinque, Laura , Çırak, Sebahattin , Clarke, Robert , Clementi, Emilio , Coccia, Eliana M. , Codogno, Patrice , Colasanti, Tania , Colasuonno, Fiorella , Colbert, Robert A. , Colell, Anna , Coll, Núria S. , Collins, Mark O. , Colombo, Marı́a I. , Colón‐Ramos, Daniel A. , Cominetti, Márcia R. , Consiglio, Antonella , Conte, A. , Contu, Viorica Raluca , Cookson, Mark , Coombs, Kevin M. , Costa, Maria do Carmo , Costantino, Sarah , Costelli, Paola , Criollo, Alfredo , Crippa, V. , Cristofani, Riccardo , Csizmadia, Tamás , Cui, Bing , Cui, Yixian , Culetto, Emmanuel , Cumino, Andrea C. , Cybulsky, Andrey V. , Czaja, Mark J. , Czuczwar, Stanisław J. , D’Adamo, Stefania , D’Amelio, Marcello , D’Orazi, Gabriella , Silva, James Almada da , Dafsari, Hormos Salimi , Daglia, Maria , Dai, Xiaoxia , Dai, Yun , Dai, Yuyuan , Col, Jessica Dal , Dalhaimer, Paul , Valle, Luisa Dalla , Dallenga, Tobias , Dalmasso, Guillaume , Dando, Ilaria , Das, Hiranmoy , Dasari, Santosh K. , Dash, Srikanta, Dauphinee, Adrian N. , Davies, Jeffrey S. , Dávila, Valeria A. , Davis, Roger J. , Naidu, Sharadha Dayalan , Bosscher, Karolien De , Leonibus, Chiara De , Barbosa, Mayara Garcia de Mattos , Meyer, Guido R.Y. De , Palma, Clara De , Virgilio, Claudio De , Zio, Daniela De , Decuypere, Jean-Paul , Deehan, Mark , Deflorian, Gianluca , Dehay, Benjamin , Delaney, Joe R. , Delorme‐Axford, Elizabeth , Demers, Nicholas D. , Deng, Hongbin , Dengjel, Jörn , Dent, Paul, DePamphilis, Melvin L., Descoteaux, Albert , Devis, Laura , Devkota, Sushil , Devuyst, Olivier , Dewson, Grant , Dharmasivam, Mahendiran , Domenico, Fabio Di , Fazio, Pietro Di , Fonzo, Alessio Di , Guardo, Giovanni Di , Guglielmo, Gianni M. Di , Leo, Luca Di , Malta, Chiara Di , Nardo, Alessia Di, Rienzo, Martina Di , Diao, Jiajie , Diaz-Araya, Guillermo, Díaz‐Laviada, Inés , Dickinson, Jared M. , Diederich, Marc , Dieudé, Mélanie , Ding, Shiping , Ding, Wen-Xing, Dinić, Jelena , Dinić, Miroslav , Dinkova‐Kostova, Albena T. , Distler, Jörg H. W. , Đokić, Jelena , Emre, Serap , Dong, Xiaonan , Dong, Zhiwu , Dorn, Gerald W. , Dou, Juan, Dowaidar, Moataz , Drucker, Liat , Du, Ailian , Du, Guangwei , Du, Hai‐Ning , Toit, André du , Duan, Shao-Bin , Duan, Xiaoqiong , Duarte, Sónia , Dupont, Nicolas , Durán, Raúl V. , Dyshlovoy, Sergey A. , Ebrahimi‐Fakhari, Darius , Eckhart, Leopold , Edelstein, Charles L. , Efferth, Thomas , Eid, Nabil , Eisenberg, Tobias , Eissa, N. Tony, Ejarque, Miriam , Andaloussi, Abdeljabar El, El‐Hage, Nazira , Eleuteri, Anna Maria , El‐Shafey, Eman S. , Elgendy, Mohamed , Elizalde, María Mercedes , Elsässer, Hans‐Peter , Elsherbiny, Eslam S. , Emre, N. C. Tolga , Eng, Christina H. , Engedal, Nikolai , Engelsen, Agnete S. T. , Enserink, Jorrit M. , Escalante, Ricardo , Esclatine, Audrey , Eskelinen, Eeva‐Liisa , Espert, Lucile , Eusebio, Makandjou-Ola , Facchiano, Antonio , Facchiano, Francesco , Fadeel, Bengt , Fader, Claudio M., Faesen, Alex C. , Fairlie, W. Douglas , Falcó, Alberto , Fan, Daping , Fan, Jie , Fang, Evandro Fei , Fang, Yanshan , Fang, Yognqi, Farfel‐Becker, Tamar, Faure, Mathias , Fazeli, Gholamreza , Fedele, Anthony O., Feldman, Arthur M. , Feng, Jiachun , Feng, Lifeng , Feng, Wei , Araujo, Thaís Fenz , Ferguson, Thomas A., Fernández, Álvaro F. , Fernández‐Veledo, Sonia , Fernie, Alisdair R. , Ferrante, Anthony W. , Ferraresi, Alessandra , Ferrari, M , Ferreira, Julio Cesar Batista , Ferro‐Novick, Susan , Figueras, António , Filadi, Riccardo , Filigheddu, Nicoletta , Fimia, Gian María , Finetti, Francesca , Finkbeiner, Steven , Fisher, Edward A. , Fisher, Paul B. , Fliesler, Steven J. , Flo, Trude Helen , Florance, Ida , Florey, Oliver , Florio, Tullio , Fodor, Erika , Forlino, Antonella , Fortini, Paola , Fracassi, Anna , Franconi, Flavia , Frankel, Lisa B. , Fröhlich, Leopold F. , Fuentes, José M. , Fujiki, Yukio , Fulda, Simone , Furuya, Norihiko , Gack, Michaela U. , Gaffke, Lidia , Galadari, Sehamuddin , Galasso, Alessia , Galindo, Marı́a F. , Kankanamalage, Sachith Gallolu , Galluzzi, Lorenzo, Galy, Vincent , Gammoh, Noor , Ganley, Ian G. , Gao, Feng , Gao, Minghui , Gao, Ping , Gao, Wentao , Gao, Xiaobo , Garcerá, Ana , Garcia, María Noé , García, Verónica , Portillo, Francisco Garcı́a-del , García‐Escudero, Vega , García‐García, Aracely , García‐Macía, Marina , García‐Moreno, Diana , García‐Ruiz, Carmen , García‐Sanz, Patricia , Garg, Abhishek D. , Garofalo, Tina , Gassen, Nils C. , Gatica, Damián , Geiss‐Friedlander, Ruth , Genschik, Pascal , Gerbino, Valeria , Gerhardt, Christoph , Germain, Kyla , Germain, Marc , Afshar, Elham Ghasemipour, Ghavami, Saeid , Ghosh, Manosij , Giamas, Georgios , Giatromanolaki, Alexandra , Gibson, Gary E. , Ginet, Vanessa, Girardin, Stephen E. , Giridharan, Mridhula, Giuliano, Sandy , Giulivi, Cecilia , Giuriato, Sylvie , Giustiniani, Julien , Gluschko, Alexander , Goder, Veit , Goginashvili, Alexander , Gołąb, Jakub , Golebiewska, Anna , Gomes, Luciana Rodrigues, Gomez, Rodrigo Enrique, Gómez‐Sánchez, Rubén , Gómez‐Sintes, Raquel , Gong, Qingqiu , González‐Gallego, Javier , González‐Polo, Rosa A. , González‐Reyes, José A. , González-Rodríguez, Patricia , Goping, Ing Swie , Gorbunov, Nikolai V., Görgülü, Kıvanç , Gorojod, Roxana Mayra , Gorski, Sharon M. , Gotor, Cecilia , Gözüaçık, Devrim , Graef, Martin , Gräler, Markus H. , Granatiero, Veronica, Grasso, Daniel , Gray, Joshua P. , Greenhough, Alexander , Gregory, Stephen L. , Griffin, Edward F., Gros, Frédéric , Grose, Charles , Gross, Angelina S. , Грубер, Флориан , Grumati, Paolo , Gu, Xueyan , Guan, Jun‐Lin , Guardia, Carlos M. , Guda, Kishore , Guerra, Flora , Guerri, Consuelo , Guha, Prasun , Guillén, Carlos , Gujar, Shashi , Gukovskaya, Anna S. , Gukovsky, Ilya , Gunst, Jan , Günther, Andreas , Guo, Chuanyong , Guo, Chun , Guo, Hongqing , Guo, Ming , Gupta, Pawan , Gupta, Swapnil , Gupta, Veer Bala , Gupta, Vivek , Gutterman, David D. , H.B., Ranjitha, Haber, James E. , Hać, Aleksandra , Haidar, Mansour , Halldén, Gunnel , Hamacher‐Brady, Anne , Hamasaki, Maho , Hansen, Malene , Hao, Zijian, Harada, Masaru , Harhaji‐Trajkovic, Ljubica , Hariharan, Nirmala , Haspel, Jeffrey A. , Haucke, Volker , Hawkins, Wayne D. , Haynes, Cole M. , Hays, Thomas S. , He, Congcong , He, Qin , He, Rong‐Rong , He, You‐Wen , Heakal, Yasser, Heberle, Alexander Martin , Hejtmancik, J. Fielding , Henkel, Vanessa, Herb, Marc , Herman-Antosiewicz, Anna , Hernández, Agustín , Hernández, Carlos , Hernández-Díaz, Sergio , Hernández–Gea, Virginia , Herpin, Amaury , Herreros, Judit , Hervás, Javier H. , Hesselson, Daniel , Hetz, Claudio , Higuchi, Yujiro , Hilfiker, Sabine , Hill, Joseph A., Ho, Emmanuel A. , Ho, Idy H. T. , Ho, Philip Wing‐Lok , Ho, Shu‐Leong , Ho, Wan Yun, Hoet, Peter , Hofius, Daniel , Höhn, Annika , Hong, Yi-Ren Hong Chang-Won, Hooper, Lora V. , Hsin, I‐Lun , Hu, Bing , Hu, Dong , Hu, Wei , Hu, Zhuowei , Hua, Jinlian, Huan, Chongmin , Huang, Chuanshu , Huang, Chunling , Huang, Haishan , Huang, Michael , Huang, Shan , Huang, Tianzhi , Huang, Xing , Huang, Yuxiang , Hubert, Virginie , Hübner, Christian A. , Hughes, Stephanie M. , Hughes, William E. , Hummer, Gerhard , Hurley, James H. , Hussain, Sabah N. A. , Hussain, Salik , Hutabarat, Martina , Hwang, Hui-Yun, Ieni, Antonio , Ikeda, Fumiyo , Imagawa, Yusuke , Imbriano, Carol , Imoto, Masaya , Inman, Denise M. , Inoki, Ken , Iozzo, Renato V. , Iribarren, Pablo , Ishaq, Mohd , Ishimwe, Nestor , Ismail, Nahed , Issazadeh‐Navikas, Shohreh , Itakura, Eisuke , Ito, Daisuke , Ivankovic, Davor , Ivanova, Saška , Iyer, Anand Krishnan V. , Izquierdo, José M. , Jacobo‐Herrera, Nadia , Jacquin, Élise , Jadiya, Pooja , Jaeschke, Hartmut , Jagannath, Chinnaswamy, Jakobsson, Johan , Janji, Bassam , Jansen‐Dürr, Pidder , Jansson, Patric J. , Januszewski, Sławomir, Jeltsch‐David, Hélène , Jenny, Andreas , Jensen, Thomas E. , Jessen, Niels , Jia, Lijun , Jia, Rui , Jiang, Qing , Jiang, Richeng , Jiang, Teng , Jiang, Xuejun , Jiang, Yu , Jiménez-Sánchez, María , Jin, Fengyan , Jin, Li , Jin, Luqi, Jin, Si , Joffre, Carine , Johnston, Simon A. , Jokitalo, Eija , Juárez, Esmeralda , Juhász, Gábor , Jun, Youngsoo , Jung, Chang Hwa , Jung, Sung‐Chul , Jungbluth, Heinz , Jungverdorben, Johannes , Just, Steffen , Kaasik, Allen , Kaganovich, Daniel , Kain, Renate , Kajimura, Shingo , Kalamvoki, Maria , Kalia, Manjula , Kalinowski, Danuta S. , Kaludercic, Nina , Kalvari, Ioanna , Kamińska, Joanna , Kanamori, Hiromitsu , Kang, Chanhee , Kang, Rui , Kang, Sang Sun , Kaniyappan, Senthilvelrajan , Kanki, Tomotake , Kanneganti, Thirumala‐Devi , Kanthasamy, Arthi , Kantorow, Marc , Kapuy, Orsolya , Karim, Md. Razaul , Kato, Masaru , Kauppinen, Anu , Kaushal, Gur P. , Kawasaki, Kiyoshi, Kazan, Kemal , Keber, Ursula , Keller, Kate E. , Kenific, Candia M. , Kepp, Oliver , Kern, Andreas , Keulers, Tom G. , Khalfin, Boris , Khalil, Hany , Khan, Shahid Y. , Khandelwal, Vinoth Kumar Megraj, Khandia, Rekha , Kho, Widuri , Khobrekar, Noopur V. , Khuansuwan, Sataree , Khundadze, Mukhran , Killackey, Samuel A. , Kim, Dasol , Kim, Deok Ryong, Kim, Do‐Hyung , Kim, Dong‐Eun , Kim, Eun‐Kyoung , Kim, Hak-Rim, Kim, Hee-Sik , Kim, Hyung-Ryong, Kim, Jeong Hun , Kim, Joungmok , Kim, Seong‐Jun , Kimball, Scot R., Kimchi, Adi , Kimmelman, Alec , Kimura, Tomonori , King, Matthew, Kinsey, Conan G. , Kirshenbaum, Lorrie A. , Kishi, Shuji , Kitamoto, Katsuhiko , Kitaoka, Yasushi , Kitazato, Kaio, Kitsis, Richard N. , Kjærulff, Ole , Klein, Peter S. , Klopstock, Thomas , Klucken, Jochen , Knævelsrud, Helene , Ko, Fred , Kobayashi, Satoru, Koch, Ina , Koch, Jan Christoph , Kögel, Donat , Koh, Young Ho , Kocatürk, Nur Mehpare , Komatsu, Masaaki, König, Jeannette , Kono, Toru, Korkmaz, Gözde , Korsnes, Mónica Suárez , Koskela, Ali , Kota, Janaiah , Kotake, Yaichiro , Kotler, Monica L., Kou, Yanjun , Koukourakis, Michael I., Koustas, Evangelos , Kovács, Tibor , Kovács, Tibor, Kraft, Claudine , Krainc, Dimitri, Krämer, Helmut, Krasnodembskaya, Anna , Kretz‐Remy, Carole , Kroemer, Guido, Kuenen, Sabine , Kuerschner, Lars , Kukar, Thomas , Kumar, Ajay , Kumar, Deepak, Kumar, Dhiraj, Kumar, Sharad , Kume, Shinji , Kumsta, Caroline , Kundu, Chanakya Nath , Kundu, Mondira, Kunnumakkara, Ajaikumar B. , Kutlu, Özlem , Kwak, SeongAe , Kwon, Yong Tae , Spada, Albert La, Labonté, Patrick , Ladoire, Sylvain , Laface, Ilaria, Lafont, Frank , Lagace, Diane C. , Lahiri, Vikramjit , Lai, Zhibing, Laird, Angela S. , Lakkaraju, Aparna , Lan, Sheng‐Hui , Landajuela, Ane , Lane, Darius J.R. , Lange, Carsten , Langer, Rupert , Lapaquette, Pierre, Laporte, Jocelyn , Lastres-Becker, Isabel, Lau, Wilson Chun Yu , Laurie, Gordon W. , Le, Weidong, Stunff, Hervé Le , Leary, Alexandre Y , Lebrun, Jean-Jacques, Leck, Lionel , Lee, Changwook , Lee, Chung‐Pei , Lee, Da-Hye , Lee, Edward B., Lee, Erinna F. , Lee, Gyun Min, Lee, He-Jin, Lee, Heung Kyu , Lee, Jason S. , Lee, Jin-A, Lee, Joo‐Yong , Lee, Michael , Lee, Min Goo , Lee, Min Jae, Lee, Myung‐Shik , Lee, Sangyoon , Lee, Stella Y. , Lee, Sung, Lee, Won Hee , Lee, Yong‐ho , Lee, Youngil , Lei, Yu L., Lei, Yuchen , Leikin, Sergey , Lemus, Leticia , Leng, Shuilong, Lenoir, Olivia , Lenz, Guido , Lenz, Heinz Josef, Lenzi, Paola, León, Yolanda , Leschczyk, Christoph, Leskelä, Stina, Letellier, Elisabeth , Leung, Chi-Ting, Leung, Po Sing , Leventhal, Jeremy S. , Levine, Beth, Lewis, Patrick A. , Ley, Klaus , Li, Bin , Li, Da‐Qiang , Li, Jian‐Ming , Li, Jiong , Li, Liwu , Li, Mei , Li, Ming , Li, Mingchuan , Li, Pin‐Lan, Li, Ming‐Qing , Li, Qing , Li, Sheng , Li, Wei , Li, Wenming , Li, Xue , Li, Yi-Ping, Li, Yuan , Li, Zhiqiang, Li, Zhiyong , Li, Zhiyuan , Lian, Jiqin, Liang, Chengyu, Liang, Qiangrong, Liang, Weicheng , Liang, Yongheng, Liang, YongTian , Liao, Guanghong , Liao, Lujian , Liao, Yung-Feng, Librizzi, Mariangela, Lie, Pearl P.Y. , Lim, Hyunjung J., Lima, Thania Rios Rossi , Limana, Federica , Lin, Chao , Lin, Chih-Wen, Lin, Dar‐Shong , Lin, Fu‐Cheng , Lin, Jiandie D. , Lin, Kurt M., Lin, Kwang‐Huei , Lin, Qiong, Lin, Shaofeng , Lin, Su-Ju, Lin, Wenyu , Lin, Yao‐Xin , Lin, Yee‐Shin, Linden, Rafael, Lindner, Paula , Lipinski, Marta M. , Lipovšek, Saška, Lisiak, Natalia , Liton, Paloma B. , Liu, Chao , Liu, Ching‐Hsuan , Liu, Fang , Liu, Hua-feng , Liu, Huifang , Liu, Jia , Liu, Jing , Liu, Leyuan, Liu, Wei , Liu, Wende , Liu, Xiao-Hong, Liu, Xu , Liu, Yanfen , Liu, Yang, Liu, Yang, Liu, Yueyang , Liu, Yule , Livingston, J. Andrew, Lizcano, José M. , Ljubojević-Holzer, Senka , Lleonart, Matilde E. , Llobet‐Navàs, David , Llorente, Alicia, Lo, Chih Hung , Lobato‐Márquez, Damián , Long, Yun , Loos, Ben , Loos, Julia A. , López-Doménech, Guillermo, López‐Guerrero, José Antonio , López-Jiménez, Ana T. , López-Pérez, Óscar , López-Valero, Israel, Lorenowicz, Magdalena J. , Lorente, Mar , Lossi, Laura , Lotersztajn, Sophie , Lovell, Jonathan F., Lovy, Alenka , Lőw, Péter, Lu, Guang , Lu, Haocheng , Lu, Jiahong , Lu, Mengji, Lu, Shuyan, Luciani, Alessandro , Lucocq, John M., Ludovico, Paula , Luftig, Micah A. , Luhr, Morten, Luis-Ravelo, Diego , Lum, Julian J., Luna-Dulcey, Liany, Lund, Anders H. , Lund, Viktor K. , Lüningschrör, Patrick , Luo, Honglin, Luo, Rongcan , Luo, Zhi , Luparello, Claudio , Lüscher, Bernhard , Luu, Luan , Lyakhovich, Alex , Lyamzaev, Konstantin G. , Lystad, Alf Håkon , Lytvynchuk, Lyubomyr , Alvin, C. H. , Ma, Ning-Fang, Ma, Quanhong , Ma, Xinliang , Ma, Yueyun , Ma, Zhenyi , MacDougald, Ormond A. , MacIntosh, Gustavo C. , Macleod, Kay F. , Maday, Sandra , Madeo, Frank , Madesh, Muniswamy , Madl, Tobias , Madrigal‐Matute, Julio , Maeda, Akiko, Maejima, Yasuhiro , Magariños, Marta , Mahavadi, Poornima , Maiani, Emiliano , Maiese, Kenneth , Maiti, Panchanan , Maiuri, Maria Chiara , Major, Michael Ben, Makareeva, Elena , Malik, Fayaz , Mallilankaraman, Karthik , Maloyan, Alina , Mammadova, Najiba, Man, Gene Chi Wai , Manai, Federico , Mancias, Joseph D. , Mandelkow, Eva‐Maria , Manfredi, Angelo A. , Manshian, Bella B. , Manzano, Raquel , Marchese, Chiara , Marchetti, Sandrine , Marcucci, F, Mardente, Stefania , Mareninova, Olga A. , Mari, Muriel , Marinelli, Sara , Mariño, Guillermo , Mariotto, Sofia , Martin, Alexandre , Martin, Katie R. , Martin, Sara L. , Martín‐Segura, Adrián , Martin-Burriel, Inmaculada, Martín-Rincón, Marcos , Martín‐Sanz, Paloma , Martinez, Aitor , Martı́nez, Ana , Martinez-Lopez, Nuria, Martínez‐Vicente, Marta , Martins, Daniel Oliveira , Martins, Joilson O. , Martins, Waleska K. , Martins-Marques, Tania, Marzetti, Emanuele , Masaldan, Shashank , Masclaux-Daubresse, Celine, Mashek, Douglas G. , Massa, Valentina , Massieu, Lourdes , Masyuk, Anatoliy I. , Masyuk, Tetyana V., Matheu, Ander , Matoba, Satoaki , Matsuzaki, Sachiko , Mattar, Pamela , Mattè, Alessandro , Mauriz, José L., Mauthe, Mario , Maycotte, Paola , Mayer, Johanna , Mazzoni, Cristina , Mazzulli, Joseph R. , McCarty, Nami , McGill, Mitchell R. , McKenna, Sharon L. , McLoughlin, Fionn , McNiven, Mark A., McWilliams, Thomas G. , Medeiros, Tania , Medina, Diego L., Megeney, Lynn A. , Megyeri, Klára , Mehrpour, Maryam , Mehta, Jawahar L. , Meijer, Alfred J., Mejlvang, Jakob , Meléndez, Alicia , Melk, Annette, Memişoğlu, Gönen , Mendes, A.F. , Meng, Delong , Meng, Fei, Mercier, A., Mergny, Jean‐Louis , Merkley, Seth D. , Meske, Volker, Mestre, Ana Cecilia, Metur, Shree Padma, Meyer, C., Meyer, Hemmo , Mi, Wenyi , Mialet‐Perez, Jeanne , Miao, Jun‐Ying, Micale, Lucia , Miki, Yasuo, Milan, Enrico , Milczarek, Małgorzata , Miller, Samuel I. , Millward, Steven W. , Mirzaei, Hamed, Mirzaei, Hamid Reza , Mirzaei, Mehdi , Mishra, Amit , Mishra, Nandita , Mishra, Paras Kumar, Misirkić, Maja , Misasi, Roberta, Misra, Amit , Misso, Gabriella , Mitchell, Claire H. , Mitou, Géraldine, Miura, Tetsuji , Miyazaki, Makoto, Miyazaki, Mitsunori , Miyazaki, Taiga , Miyazawa, Keisuke, Mizushima, Noboru , Mogensen, Trine H. , Mohammadinejad, Reza , Mohamud, Yasir , Mohanty, Abhishek , Möhlmann, Torsten , Moley, Kelle H. , Möller, Andreas, Mollereau, Bertrand , Mollinedo, Faustino, Montagna, Costanza , Monteiro, Mervyn J. , Montella, Andrea , Montes, L. Ruth , Montico, Barbara , Mony, Vinod K., Compagnoni, Giacomo Monzio , Moore, Michael N. , Moosavi, Mohammad Amin , Morales‐Álamo, David , Moratalla, Rosario , Moreira, Paula I. , Morelli, Elena , Moreno-Blas, Daniel , Morgan, Alwena H. , Morin, Fabrice , Morishita, Hideaki , Moriyama, Mariko , Moriyasu, Yuji, Morleo, Manuela , Morselli, Eugenia , Moruno-Manchon, Jose F. , Moscat, Jorge , Motori, Elisa , Moura, Andréa Felinto , Mrakovcic, Maria, Muciño-Hernández, Gabriel, Mukherjee, Anupam , Mukhopadhyay, Subhadip , Levy, Jean M. Mulcahy , Mulero, Victoriano, Muller, Sylviane, Münch, Christian , Muñoz-Cánoves, Pura, Muñoz‐Galdeano, Teresa , Murakawa, Tomokazu , Murphy, Brona M. , Murthy, Aditya, Myöhänen, Timo T. , Mysorekar, Indira U. , Mytych, Jennifer , Nabavi, Seyed Mohammad , Nagy, Péter , Nahimana, Aimable , Nakagawa, Ichiro, Nakamura, Ken , Nandi, Shyam Sundar , Nanjundan, Meera, Nanni, Monica , Napolitano, Gennaro , Narita, Masashi, Nassif, Melissa , Nathan, Ilana , Natsumeda, Manabu , Naudé, Ryno J., Naumann, Christin , Naveiras, Olaia , Navid, Fatemeh , Nawrocki, Steffan T., Nazarko, Taras Y. , Nazio, Francesca , Negoita, Florentina , Neill, Thomas , Neisch, Amanda L. , Netea, Mihai G. , Neubert, Patrick , Neumann, Dietbert , Neutzner, Albert , Newton, Phillip T. , Ney, Paul A., Ng, Charlene Cheuk Wing, Ng, T.B., Nguyen, Hang Thi Thu , Nguyen, Long T. , Ni, Hong-Min, Cheallaigh, Clíona Ní , Ni, Zhenhong , Nicolao, M. Celeste, Nicoli, Francesco , Nieto‐Díaz, Manuel , Niranjan, Rituraj , Nishimune, Hiroshi , Niso-Santano, Mireia, Nixon, Ralph A. , Nobili, Annalisa , Noda, Takeshi , Nogueira-Recalde, Uxía , Nombela, Iván , Novak, Ivana, Novoa, Beatriz , Nukina, Nobuyuki , Nussbaum-Krammer, Carmen, Nylandsted, Jesper , O’Donovan, Tracey R. , O’Leary, Seónadh M. , O’Rourke, Eyleen J. , O’Sullivan, Mary P. , O’Sullivan, Timothy E., Oddo, Salvatore , Oehme, Ina, Ogawa, Michinaga , Ogier‐Denis, Éric , Ögmundsdóttir, Margrét H. , Öğretmen, Besim , Oh, Goo Taeg , Oh, Seon‐Hee , Oh, Young J. , Ohama, Takashi, Ohashi, Yohei , Ohmuraya, Masaki, Oikonomou, Vasileios , Ojha, Rani , Okazawa, Hitoshi , Oku, M., Oliván, Sara , Oliveira, Jorge M.A. , Ollmann, Michael, Olzmann, James A. , Omari, Shakib , Önal, Gizem, Ondrej, Martin , Ong, Sang‐Bing , Onnis, Anna , Orellana, Juan , Orellana‐Muñoz, Sara , Ortega-Villaizán, María del Mar , Ortiz‐González, Xilma R. , Osiewacz, Heinz D. , Osman, Abdel‐Hamid K. , Otsu, Kinya, Ott, Christiane , Ou, Jing-hsiung James, Outeiro, Tiago F., Öztürk, Melek , Pagès, Gilles, Pahari, Susanta , Pajares, Marta, Pal, Rituraj, Paladino, Simona , Palmieri, Michela , Palmisano, Giuseppe , Pan, Qingjun , Pan, Xin , Panasyuk, Ganna , Pandey, Rahul , Pandey, Udai B., Pandya, Vrajesh , Paneni, Francesco , Pang, Shirley Yin-Yu, Papademetrio, Daniela L. , Papinski, Daniel, Papp, Diana , Park, Hwan Tae , Park, Ji-Man, Park, Jong‐In , Park, Junsoo, Park, Sang-Youel, Pasquier, Adrien , Pasquier, Benoit , Passos, João F. , Pastore, Nunzia , Patschan, Daniel , Pattingre, Sophie , Pedraza‐Alva, Gustavo , Pedraza-Chaverri, Jose, Pedrozo, Zully , Pei, Gang , Pei, Jianming , Peled-Zehavi, Hadas, Pellegrini, Joaquín Miguel , Pelletier, Joffrey , Peñalva, Miguel A., Peng, Di , Peng, Ying , Pennuto, Maria , Pentimalli, Francesca , Pereira, Cláudia MF, Pereira, Gustavo J.S. , Pereira, Lílian Cristina , Almeida, Luís Pereira de , Perera, Nirma D. , Pérez-Lara, Ángel, Pérez‐Oliva, Ana B. , Perl, András , Pestell, Richard G. , Petrache, I., Petrovski, Goran , Pfirrmann, Thorsten , Pfister, Astrid S., Pi, Huifeng , Pickrell, Alicia M. , Picot, Sandy, Pierantoni, Giovanna Maria , Pierre, Philippe , Pierrefite‐Carle, Valérie , Pierzynowska, Karolina , Pietruczuk, Mirosława , Pimentel-Muiños, Felipe X., Pinar, Mario , Pinheiro, Roberta Olmo , Pinkas‐Kramarski, Ronit , Pircs, Karolina , Piya, Sujan , Pizzo, Paola , Platta, Harald W. , Plomann, Markus , Pocock, Roger , Pöggeler, Stefanie , Pohl, Christian, Poirot, Marc , Poletti, Angelo , Ponpuak, Marisa , Popelka, Hana , Popova, Bilyana , Porta, Helena, Alcón, Soledad Porte , Portilla-Fernández, Eliana , Potts, Malia B. , Powers, Ted, Prahlad, Veena , Prajsnar, Tomasz K. , Praticò, Domenico , Prencipe, Rosaria, Priault, Muriel , Proikas‐Cezanne, Tassula , Puertollano, Rosa , Puglielli, Luigi, Pulinilkunnil, Thomas , Puri, Deepika , Puri, Rajat, Puyal, Julien , Qi, Yongmei , Quadrilatero, Joe , Quarleri, Jorge, Raben, Nina, Rabinowich, Hannah, Ragona, Debora, Rahmati, Marveh , Raia, Valeria, Raimundo, Nuno , Rajasekaran, Namakkal-Soorappan, Rao, Sriganesh Ramachandra , Rami, Abdelhaq, Ramírez‐Pardo, Ignacio , Ramsden, D. , Randow, Felix , Ranieri, Danilo , Rao, Hai , Rao, Rekha , Rathore, Sumit , Ratnayaka, J. Arjuna , Ratovitski, Edward A., Ravanan, Palaniyandi, Ravegnini, Gloria , Ray, Swapan K. , Rebecca, Vito, Reggiori, Fulvio , Reigada, David , Reiling, Jan H., Rein, Theo , Reipert, Siegfried , Rekha, Rokeya Sultana , Ren, Hongmei, Ren, Jun , Ren, Weichao , Renault, Tristan, Renga, Giorgia , Reue, Karen, Rewitz, Kim , Ramos, Bruna Ribeiro de Andrade , Riazuddin, S. Amer, Ribeiro‐Rodrigues, Teresa , Riccio, Victoria , Richardson, Des R. , Risbud, Makarand V. , Risueño, Ruth M. , Ritis, Konstantinos, Rizza, Salvatore , Rizzuto, Rosario , Roberts, Scott J. , Roberts, Luke D., Robinson, Katherine J. , Rocchi, Stéphane , Rodrigues, Tiago , Silva, Vagner Ramon Rodrigues , Rodriguez-Barrueco, Ruth, Rodríguez‐Henche, Nieves , Rogers, Robert S. , Rogov, Vladimir V., Rojo, Ana I. , Romanello, Vanina, Romani, Luigina , Romano, Alessandra , Romano, Patricia Silvia , Romeo-Guitart, David, Romero, Luís C. , Romero, Montserrat , Roney, Joseph C. , Rongo, Christopher , Rosenfeldt, Mathias T. , Rosenstiel, Philip , Rosenwald, Anne , Roth, Steven, Rouschop, Kasper M.A. , Roussel, Benoit D. , Roux, Sophie , Rovere–Querini, Patrizia, Roy, Ajit , Rozières, Aurore , Ruano, Diego , Rubtsova, Maria P. , Ruckdeschel, Klaus, Ruckenstuhl, Christoph , Rudolf, Emil, Rudolf, Rüdiger, Ruggieri, Alessandra , Ruparelia, Avnika A. , Rusmini, P. , Russell, Ryan R., Russo, Gian Luigi , Russo, Maria , Russo, Rossella , Ryabaya, O. O. , Sabater-Arcis, María , Sacher, M, Sachse, Carsten , Sadhu, Abhishek , Säftig, Paul , Sahebkar, Amirhossein, Şahin, Mustafa , Şahin, Özgür , Saito, Nayuta , Saito, Tsunenori , Sakai, Yasuyoshi , Sakamaki, Jun-Ichi , Saksela, Kalle , Salazar, Gloria , Salazar-Degracia, Anna, Salekdeh, Ghasem Hosseini , Saluja, Ashok K. , Sampaio‐Marques, Belém , Sánchez, Marı́a C. , Sánchez-Alcázar, José A., Sanchez‐Vera, Victoria , Sancho‐Shimizu, Vanessa , Santambrogio, Laura , Santana, Magda M., Santoni, G, Sanz, Alberto , Saran, Shweta , Sardiello, Marco, Sargeant, Timothy J. , Sarin, Apurva , Sarkar, Chinmoy, Sarkar, Sovan , Sarrias, Maria-Rosa, Sarkar, Surajit , Sarmah, Dipanka Tanu, Sarparanta, J. , Sathyanarayan, Aishwarya , Ranganayaki, S. , Scaglione, K. Matthew , Scatozza, Francesca , Schafer, Zachary T. , Schaible, Ulrich E., Schapira, Anthony H.V. , Scharl, Michael , Schein, Catherine H. , Schiaffino, Maria Vittoria , Schiappacassi, Mónica , Schindl, Rainer , Schlattner, Uwe , Schmidt, Oliver, Schmitt, Roland , Schmidt, Stephen D., Schmitz, Ingo , Schmukler, Eran, Schneider, Anja , Schneider, Bianca E. , Schober, Romana , Schoijet, Alejandra C. , Schramm, M., Schröder, Bernd , Schuh, Kai , Schüller, Christoph , Schulze, Ryan J. , Schürmanns, Lea , Schwamborn, Jens C. , Schwarten, Melanie , Scott, Melanie J. , Scotto, Kathleen W., Scrima, Andrea , Scrivo, Aurora , Sebastián, David , Sebti, Salwa , Sedej, Simon , Segev, Nava , Seglen, Per O., Selleck, Scott B. , Selsby, Joshua, Sendtner, Michael , Şentürk, Şerif , Seranova, Elena, Sergi, Consolato M., Serra-Moreno, Ruth , Sesaki, Hiromi , Settembre, Carmine, Setty, Subba Rao Gangi , Sgarbi, Gianluca , Sha, Ou , Shacka, John J., Shah, Javeed A. , Shang, Dantong, Shao, Feng, Sharbati, Soroush , Sharkey, Lisa M. , Sharma, Dipali , Sharma, Gaurav, Sharma, Kulbhushan , Sharma, Pawan , Sharma, Surendra, Shen, Han‐Ming , Shen, Hongtao , Shen, Jiangang , Shen, Ming , Shen, Weili , Shen, Zheni, Sheng, Rui , Sheng, Zu-Hang, Shi, Jianjian , Shi, Ying–Hong , Shiba‐Fukushima, Kahori, Shieh, Jeng‐Jer , Shimada, Yohta , Shimizu, Shigeomi, Shimozawa, Makoto , Shintani, Takahiro , Shoemaker, Christopher J. , Shojaei, Shahla, Shoji, Ikuo , Shravage, Bhupendra V. , Shridhar, Viji, Shu, Chih‐Wen , Shu, Hong-Bing, Shui, Ke, Shukla, Arvind Kumar , Shutt, Timothy E. , Sica, Valentina , Siddiqui, Aleem , Sierra-Torre, Virginia, Signorelli, Santiago , Silva, Bruno Jorge de Andrade , Silva, Johnatas D. , Silva-Pavez, Eduardo , Silvente‐Poirot, Sandrine , Simmonds, Rachel E. , Singh, Anurag K. , Singh, Rajat Kumar , Singh, Shivendra V. , Singh, Shrawan Kumar , Singh, Sudha , Singh, Sunaina , Singh, Surinder Pal , Sinha, Debasish, Sinha, Rohit A. , Sinha, Sangita, Sirko, Agnieszka , Sivridis, Efthimios L., Skendros, Panagiotis , Sohn, Eun Jung , Sok, Sophia P. M. , Soldati, Thierry , Soler, Rosa M. , Somarelli, Jason A. , Sonawane, Avinash , Song, Fuyong, Song, Hyun Kyu , Song, Kunhua , Sorice, Maurizio , Soukas, Alexander A. , Soukup, Sandra‐Fausia , Sousa, Diana , Sousa, Nadia, Bharath, M. M. Srinivas , Clair, Daret St., Stagni, Venturina, Staiano, Leopoldo , Stankov, Metodi V. , Stathopulos, Peter B. , Stefan, Katja, Stefan, Sven Marcel , Stefanis, Leonidas, Steffan, Joan S. , Steinkasserer, Alexander , Stenmark, Harald, Sterneckert, Jared , Stevens, Craig , Storch, Stephan , Strappazzon, Flavie , Strohecker, Anne M. , Stupack, Dwayne G., Su, Huanxing , Su, Ling‐Yan , Suarez-Fontes, Ana Márcia , Subirada, Paula V., Sudhandiran, Ganapasam, Sue, Carolyn M. , Sui, Xinbing , Summers, Corey M., Sun, Guangchao , Sun, Zhongjie , Sunahara, Karen K. S. , Susztak, Katalin, Šutovský, Peter , Suzuki, Hidekazu , Sweeney, Gary , Symons, J. David , Sze, Stephen Cho Wing , Szewczyk, Nathaniel J. , Tabęcka-Łonczynska, Anna, Tabolacci, Claudio , Taegtmeyer, Heinrich, Tagaya, Mitsuo , Tai, Haoran , Tait, Stephen W. G., Takahashi, Yoshinori , Tam, Chit , Tam, Shing Yau , Tampellini, Davide , Tamura, Atsushi , Tan, Eng-King, Tan, Ya‐Qin , Tanaka, Masaki , Tang, Daolin , Tang, Jingfeng , Tang, Tie-Shan , Tao, Zhipeng , Taouis, Mohammed , Tavernarakis, Nektarios, Taylor, Allen, Teixeira, Natércia , Tekirdağ, Kumsal Ayşe, Tencomnao, Tewin , Tenreiro, Sandra , Tharaux, Pierre‐Louis , Thedieck, Kathrin , Thekkinghat, Arvind A. , Thinwa, Josephine , Thirumalaikumar, Venkatesh P. , Thomes, Paul G. , Thorburn, Andrew , Thum, Thomas, Thumm, Michael , Tian, Ling, Tichý, Aleš , Timmerman, Vincent , Titorenko, Vladimir I. , Toivonen, Janne M. , Tomaipitinca, Luana , Tomar, Dhanendra , Tomás‐Zapico, Cristina , Tomić, Sergej , Tong, Chao, Tong, Xin , Torgersen, Maria L., Torii, Satoru , Torres-López, Liliana , Torriglia, Alicia , Towers, Christina G. , Towns, Roberto, Tran, Quynh‐Giao , Travassos, Leonardo H. , Tremel, Shirley , Trougakos, Ioannis P., Tsao, Betty P. , Tse, Tak Fu, Tsvetkov, Andrey S. , Tumbarello, David A. , Tyler, Jessica K., Tyutereva, Elena V. , Uchiyama, Yasuo , Ugun‐Klusek, Aslihan , Uhlig, Holm H. , Ułamek-Kozioł, Marzena, Ulasov, Ilya V. , Umekawa, Midori, Ungermann, Christian , Urbe, Sylvie, Uribe-Carretero, Elisabet , Uversky, Vladimir N. , Vaccaro, María I. , Vahsen, Björn F. , Vakifahmetoglu-Norberg, Helin, Valdor, Rut , Valente, Maria João , Valko, Ayelén , Vallée, Richard, Valverde, Ángela M. , Berghe, Greet Van den, Veen, Stijn van der , Kaer, Luc Van , Loosdregt, Jorg van , Wijk, Sjoerd J. L. van , Vandenberghe, Wim , Vanhorebeek, Ilse , Vannier-Santos, Marcos A., Vannini, Nicola , Vanrell, M. Cristina, Vantaggiato, Chiara , Varela‐Nieto, Isabel , Varga, Máté , Vasconcelos, M. Helena , Vats, Somya , Vega-Rubín-de-Celis, Silvia , Velasco, Guillermo , Velázquez, Ariadna P., Vellai, Tibor , Vellenga, Edo , Verdier, Mireille , Verginis, Panayotis , Vergne, Isabelle , Verkade, Paul , Verma, Manish , Verstreken, Patrik , Vervliet, Tim , Vervoorts, Jörg , Víctor, Víctor M., Vidoni, Chiara , Vieira, Otília V. , Vierstra, Richard D., Viganò, Sonia , Vihinen, Helena , Vijayan, Vinoy, Vila, Miquel , Villalba, José M., Villalobo, Antonio , Villarejo‐Zori, Beatriz , Vincent, Olivier , Vindis, Cécile , Viret, Christophe , Vocadlo, David J. , Voitsekhovskaja, Olga V. , Volonté, Cinzia , Volta, Mattia , Vomero, Marta , Haefen, Clarissa von, Vooijs, Marc , Voos, Wolfgang , Vučićević, Ljubica , Waguri, Satoshi , Waite, Kenrick A., Wakatsuki, Shuji , Walker, David W., Walker, Mark J. , Walter, Jochen, Wandosell, Francisco , Wang, Bo , Wang, Chao-Yung, Wang, Chen , Wang, Chenran, Wang, Chenwei , Wang, Cun-Yu, Wang, Fengming, Wang, Han, Wang, Hexiang , Wang, Hong‐Gang , Wang, Jianrong, Wang, Jigang , Wang, Jun-Dong , Wang, Kui , Wang, Lianrong, Wang, Liming , Wang, Maggie Haitian, Wang, Meiqing , Wang, Nanbu , Wang, Pengwei , Wang, Ping , Wang, Ping, Wang, Q., Wang, Qiong , Wang, Wentao , Wang, Xinnan, Wang, Xuejun , Wang, Yan, Wang, Yanchang , Wang, Yanzhuang , Wang, Yihua , Wang, Yu , Wang, Yuqi , Wang, Zhe, Wang, Zhenyu , Wang, Zhouguang , Watanabe, Eizo, Watchon, Maxinne , Wawrzyńska, Anna , Weaver, Timothy E., Węgrzyn, Grzegorz, Wehman, Ann M. , Wei, Huafeng , Wei, Taotao , Wei, Yongjie, Weiergräber, Oliver H. , Weihl, Conrad C., Weindl, Günther , Weiskirchen, Ralf , Wen, Runxia H. , Werner, Antonia, Weykopf, Beatrice , Whitton, J. Lindsay , Wiktorska, Katarzyna , Wildenberg, Manon E. , Wileman, Tom, Wilkinson, Simon , Williams, Brett, Williams, Robin S. B. , Williamson, Peter R. , Wilson, Richard A. , Winsor, Nathaniel J. , Wodrich, Harald , Woehlbier, Ute , Wollert, Thomas , Wong, Richard W., Wong, Vincent Kam Wai , Wong, W. Wei-Lynn, Wu, Anguo , Wu, Kenneth K., Wu, Shan‐Ying , Wu, William Ka Kei , Wu, Shufang, Wu, Xiaoqing , Wu, Yao‐Wen , Wu, Yihua , Xavier, Ramnik J. , Xia, Hongguang , Xia, Lixin , Xia, Zhengyuan , Ge, Xiang , Xiang, Jin , Xiang, Mingliang , Xiang, Wei , Xiao, Guozhi , Xiao, Hengyi , Xiao, Hongtao , Xiao, Jian, Xiao, Lan , Xiao, Shi , Xiao, Yin , Xie, Baoming, Xie, Zhiping , Xie, Min , Xie, Yuxiang , Xie, Zhonglin, Xilouri, Maria , Xu, En , Xu, Jin‐Rong , Xu, Liang , Xu, Xiulong , Xue, Yu , Yakhine-Diop, Sokhna M. S. , Yamaguchi, Masamitsu , Yamamoto, Ai , Yamashina, Shunhei, Yan, Shengmin , Yan, Shian-Jang, Yan, Zhen , Yang, Chuanbin , Yang, Dun-Sheng, Yang, Huan , Yang, Huang-Tian, Yang, Hui , Yang, Jing , Yang, Jingyu , Yang, Ling , Liu, Yang , Yang, Ming , Yang, Seungwon, Yang, Shu , Yang, Shun-Fa , Yang, Wannian, Yang, Wei , Yang, Xiaoyong , Yang, Yi , Yao, Xiaoqiang , Yao, Yong-Gang , Yao, Yong-ming, Yasui, Takahiro , Yazdankhah, Meysam, Yi, Cong , Yin, Xiao-Ming , Yin, Yanhai , Yin, Zhangyuan , Yin, Ziyi , Ying, Meidan , Ying, Zheng, Yip, Calvin K. , Yiu, Stephanie Pei Tung , Yoo, Young Hyun , Yoshimori, Tamotsu, Yousefi, Bahman, Yu, Boxuan , Yu, Haiyang , Yu, Jun, Li, Yu , Yu, Ming‐Lung , Yu, Seong-Woon, Yu, Victor C. , Yu, Zhengping, Yuan, Junying , Yuan, Ling‐Qing , Yuan, Shilin , Yuan, Yanggang , Yuan, Zengqiang , Yue, Jianbo , Yue, Zhenyu , Yung, Raymond , Zacks, David, Zaffagnini, Gabriele , Zambelli, Vanessa O. , Zanella, Isabella , Zang, Qun S. , Zanivan, Sara , Zappavigna, Silvia , Zaragoza, P. , Zarbalis, Konstantinos S., Zarebkohan, Amir , Zarrouk, Amira , Zeitlin, Scott, Zeng, Jialiu , Zeng, Judeng , Žerovnik, Eva , Zhan, Lixuan , Zhang, Donna D., Zhang, Hong , Zhang, Honghe , Zhang, Huafeng , Zhang, Huaye, Zhang, Huiling , Zhang, Jianbin , Zhang, Jingpu , Zhang, Kalin Yanbo , Zhang, Leshuai W. , Zhang, Lu , Zhang, Luoying , Zhang, Menghuan, Zhang, Peng , Zhang, Sheng , Zhang, Xiangnan, Zhang, Xiao-Wei, Zhang, Xiaolei , Zhang, Xiaoyan , Zhang, Xin , Zhang, Xinxin , Zhang, Yang, Zhang, Yi , Zhang, Yingdong , Zhang, Yuanyuan , Zhang, Yuchen , Zhang, Zhe , Zhang, Zhibing , Zhang, Zili , Zhao, Haobin, Zhao, Lei , Zhao, Shuang , Zhao, Tongbiao , Zhao, Ying, Zhao, Yongchao , Zhao, Yongliang , Zhao, Yuting , Zheng, Guoping , Zheng, Kai, Zheng, Ling , Zheng, Shizhong , Zheng, Xi‐Long , Zheng, Zu‐Guo , Zhivotovsky, Boris, Zhong, Qing , Zhou, Ao, Zhou, Ben , Zhou, Cefan , Zhou, Gang , Zhou, Hongbo , Zhou, Kailiang, Zhou, Rongjia , Zhou, Yanshuang, Zhou, Yinghong , Zhou, Yubin , Zhou, Zhengyu, Zhou, Zhou , Zhu, Binglin , Zhu, Changlian , Zhu, Guo‐Qing , Zhu, Haining , Zhu, Hongxin, Zhu, Yanping , Zhu, Yushan , Zhuang, Haixia , Zhuang, Xiaohong , Zimmermann, Christine , Żołądek, Teresa , Zong, Wei‐Xing, Zorov, Dmitry B. , Zorzano, Antonio, Zou, Weiping, Zou, Zhen , Zou, Zhengzhi, Zuryn, Steven , Kenchappa, Chandra Shekar, Li, Zuguo , Lin, Yong , Sluimer, Judith C. , Stallings, Christina L. , Tong, Chun-Kit, Wang, Ping , Hu, Bo , Lee, Edward B. , Tse, Hung‐Fat , Suszták, Katalin , Lei, Yu Leo , Yu, M-L , Dai, Yun , Bartolome, Alberto , Brown, Rhoderick E , Passos, João F , Paneni, Francesco , Sahin, Özgür , Pereira de Almeida, Luis , Ren, Jun , Bornhauser, Beat , Kumar, Sharad , Sampaio-Marques, Belém , Ludovico, Paula , Luftig, Micah , Begun, Jakob , Krasnodembskaya, Anna D , Dafsari, Hormos Salimi , Chevet, Eric , Tse, Hung-Fat , Barmada, Sami , Ebrahimi-Fakhari, Darius , Cavadas, Claudia , Sue, Carolyn M , Cardenal-Muñoz, Elena , Lee, Edward B , Golebiewska, Anna , Calbet, Jose A L , Boya, Patricia , Maday, Sandra , Klionsky, Daniel J. , Abdelfatah, Sara , Abdoli, Asghar , Agarwal, Anupam , Ahmed, Zubair M. , Alcocer‐Gómez, Elísabet , Ali, Muhammad , Al‐Bari, Md. Abdul Alim , Aliwaini, Saeb H. , Alizadeh, Javad , Almacellas, Eugènia , Almasan, Alexandru , Alonso, G. , Altieri, Dario C. , Andersen, Stig Uggerhøj , Andrade-Silva, Magaiver , Angelini, Sabrina , Apostolova, Nadezda , Arasaki, Kohei , Araújo, Wagner L. , Arden, Catherine , Arimoto, Hirokazu , Armstrong-James, Darius P. H. , Pelloquin, Laetitia , Aschner, Michael , Ashrafizadeh, Milad , Autelli, Riccardo , Aveic, Sanja , Avin‐Wittenberg, Tamar , Ayton, Scott , Backues, Steven K. , Bae, Dong-Hun , Bae, Ok‐Nam , Baek, Ahruem , Baek, Seung‐Hoon , Baek, Sung Hee , Bai, Jie , Bai, Yidong , Baldari, Cosima T. , Balduini, Walter , Ballabio, Andrea , Banerjee, Sreeparna , Bao, Yan , Baptista, Maurı́cio S. , Barreto, George Emilio , Basagoudanavar, Suresh H. , Bast, Robert C. , Basu, Alakananda , Batoko, Henri , Batten, Isabella , Behrens, Georg M. N. , Bei, Roberto , Behl, Christian , Bello‐Morales, Raquel , Beltrán, Sebastián , Bergami, Matteo , Bergmann, Andreas , Berthoux, Lionel , Bhattacharya, Resham , Bhattacharyya, Shalmoli , Bhutia, Sujit Kumar , Bi, Lanrong , Birgisdottir, Åsa Birna , Bjørkøy, Geir , Blomgren, Klas , Boada-Romero, Emilio , Boesze‐Battaglia, Kathleen , Bonifacino, Juan S. , Boone, Brian A. , Borthakur, Gautam , Bosch, Jürgen , Bose, Santanu , Botana, Luis Miguel , Boulton, Michael E. , Bourdenx, Mathieu , Brackney, Doug E. , Brandts, Christian , Braun, Ralf J. , Braus, Gerhard H. , Bravo, Roberto , Brody, Steven L. , Brown, Carolyn Nicole , Brumell, John Hunter , Brunetti‐Pierri, Nicola , Buitrago‐Molina, Laura Elisa , Buraschi, Simone , Buch, Shilpa J. , Butturini, Elena , Cairó, Montserrat , Caldwell, Kim A. , Campbell‐Valois, François‐Xavier , Campello, Silvia , Campesi, Ilaria , Almeida, Danilo Cândido de , Canesi, Laura , Caraglia, Michele , Carchman, Evie H. , Carmona‐Gutiérrez, Didac , Carnevali, Oliana , Carrier, Lucie , Carroll, Bernadette , Carter, A. Brent , Casas, Caty , Castillo, Eliseo F. , Castro‐Caldas, Margarida , Castro‐Obregón, Susana , Catz, Sergio , Cayuela, María Luisa , Cecarini, Valentina , Cecconi, Francesco , Cenci, Simone , Ceperuelo‐Mallafré, Victòria , Cervia, Davide , Chae, Han–Jung , Chakrabarti, Oishee , Chan, Edmond Y. W., Chan, Edward D. , Chandra, Partha Kumar , Chang, Chih‐Peng , Chang, Chunmei , Chapman, Tracey , Chen, Guang‐Chao , Chen, Leilei , Chen, Lin , Chen, Quan , Chen, Ruey‐Hwa , Chen, Shi , Chen, Wei‐Qiang , Chen, Xu , Chen, Yu-Jen , Chen, Yujie , Chen, Zhi , Chen, Zhijian J. , Chen, Zhixiang , Cheng, Hanhua , Cheng, Jun , Cheng, Shi‐Yuan , Cheng, Wei Nee , Cheng, Xiaodong , Chen, Zhong , Cheong, Heesun , Chernyak, Boris V. , Chi, Richard J., Chiang, Aks , Chiarelli, Roberto , Chu, Charleen T. , Chung, Seockhoon , Cianfanelli, Valentina , Cifuentes, Mariana , Cirone, Mara , Clague, Michael J. , Cohen, Ehud , Cohen, Mickaël M. , Čolić, Miodrag J , Combaret, Lydie , Comincini, Sergio , Conte, Andrea, Conti, Fabrizio , Coppens, Isabelle , Corasaniti, Maria Tiziana , Corkery, Dale , Cordes, Nils , Cortese, Katia , Coto‐Montes, Ana M. , Crack, Peter John , Crespo, José L. , Cuadrado, Antonio , Cui, Jun , Cui, Yong , D’Arcangelo, Daniela , D’Lugos, Andrew C. , Dagda, Ruben Karim , Dagdas, Yasin , Daμμe, Markus , Dantuma, Nico P. , Darling, April L. , Dasarathy, Srinivasan , Daumke, Oliver , Davis, Tanja , Amicis, Francesca De , Felice, Francesca De , Franceschi, Lucia De , Milito, Angelo De , Nunzio, Cosimo De , Santi, Mauro De , Debnath, Jayanta , DeBosch, Brian J. , DeGregori, James V. , Rio, Gabriel del , Delbridge, Lea M.D. , Delpino, M. Victoria , Demarchi, Francesca , Dembitz, Vilma , Deng, Zhiqiang , Denton, Donna , Der, Channing J , Deretić, Vojo , Dhiman, Rohan , Bernardo, Diego di , Cristina, Manlio Di , Nardo, Alessia Di, Sano, Federica Di , Diallinas, George , Diaz-Araya, Guillermo, Đikić, Ivan , Ding, Wen‐Xing , Dini, Luciana , Dionne, Marc , Diwan, Abhinav , Dixon, Ian , Djavaheri‐Mergny, Mojgan , Dobrinski, Ina , Dobrovinskaya, Oxana R. , Dobrowolski, Radek , Dobson, Renwick C. J. , Donadelli, Massimo , Dong, Bo, Dötsch, Volker , Dou, Huan , Dridi, Sami , Du, Caigan , Du, Li‐Lin , Dubrovska, Anna , Dunlop, Elaine A. , Dwarakanath, Bilikere Srinivasa Rao , Eftekharpour, Eftekhar , Eichinger, Ludwig , Eissa, N. Tony , Eissa, Sanaa , El‐Naggar, Shahenda , Eliopoulos, Aristides G. , Elks, Philip M. , Emerling, Brooke M. , Engelbrecht, Anna‐Mart , Escobar‐Henriques, Mafalda , Fabriàs, Gemma , Fabrizi, Cinzia , Falkenburger, Björn H. , Fan, Yanbo , Fanto, Manolis , Feng, Du , Feng, Yibin , Feng, Yuchen , Fernández-Checa, José Carlos , Filippi‐Chiela, Eduardo Cremonese , Filomeni, Giuseppe , Fineschi, Vittorio , Flamigni, Flavio , Follo, Carlo , Fon, Edward A , Fornai, Francesco , Fraldi, Alessandro , Franco, Brunella , Franco, Rodrigo , Friedman, Scott L. , Frühbeck, Gema , Fujita, Naonobu , Fujiwara, Yuuki , Fukuda, Mitsunori , Furic, Luc , Fusco, Carmela , Galluzzi, Lorenzo, Gan, Boyi , Gao, Hui , Gao, Shou‐Jiang , Gargini, Ricardo , Garry, Robert F. , Ge, Liang , Ge, Wanzhong , Gelfi, Cecilia , Gentle, Ian Edward , Gewirtz, David A , Ghigo, Alessandra , Giampietri, Claudia , Gibson, Spencer B. , Giniger, Edward , Giorgi, Carlotta , Girão, Henrique , Goldstone, David C. , Gomez‐Puerto, Maria Catalina , Goñi, Félix M. , González‐Hernández, Tomás , Gorbatyuk, Marina S. , Goruppi, Sandro , Gottlieb, Roberta A. , Gozes, Illana , Green, Douglas R. , Grinstaff, Mark W. , Grune, Tilman , Guntur, Anyonya R. , Guo, Lian‐Wang , Gupta, Shashi Kumar , Gustafsson, Åsa B. , Haapasalo, Annakaisa , Hadano, Shinji , Hafrén, Anders , Hall, Belinda S. , Hamann, Andréa , Han, Weidong , Hanson, Phyllis I. , Haroon, Nigil , Harris, James , Hasegawa, Takafumi , Nagoor, Noor Hasima , Hay, Bruce A. , Hayrabedyan, Soren , He, Yu‐Ying , Helgason, G. Vignir , Hergovich, Alexander , Hernández–Gea, Virginia , Heussler, Volker Theo , Hlavacek, William S. , Hobbs, G. Aaron , Hochstrasser, Mark , Hofman, Paul , Holmberg, Carina I. , Hombrebueno, José R. , Hoppe, Thorsten , Horos, Rastislav , Hoshida, Yujin , Hsu, Hsin‐Yun , Hu, Li‐Fang , Hu, Ming Chang , Hu, Ronggui , Hu, Yu‐Chen , Hua, Fang , Hua, Jinlian, Hua, Yingqi , Huang, Canhua , Huang, Chuanxin , Huang, Kun , Huang, Rui , Huber, Tobias Bruno , Humbert, Magali , Hussey, Patrick J. , Hwang, Hui‐Yun , Hwang, Seungmin , Imai, Yuzuru , Iovanna, Juan , Ippolito, Giuseppe , Irazoqui, Javier E. , Ishaq, Mohd, Ishikawa, Makoto , Isidoro, Ciro , Izumi, Masanori , Jäättelä, Marja , Jabir, Majid Sakhi , Jackson, William T. , Jacomin, Anne‐Claire , Jakobi, Arjen J. , Jantsch, Jonathan , Jassey, Alagie , Jean, Steve , Jendelová, Pavla , Jewell, Jenna L. , Ji, Jing , Jiang, Liwen , Jin, Eun‐Jung , Jin, Hongchuan , Jin, Meiyan , Jo, Eun‐Kyeong , Johansen, Terje , Johnson, Gail V.W. , Jolly, Mohit Kumar , Joosten, Leo A. B. , Jordán, Joaquı́n , Joseph, Bertrand , Ju, Dianwen , Ju, Jeong-Sun , Ju, Jingfang , Judith, Delphine , Jung, Yong‐Keun , Kaarniranta, Kai , Kabuta, Tomohiro , Kahana, Alon , Kaminskyy, Vitaliy O. , Kanasaki, Keizo , Kanthasamy, Anumantha G. , Karamouzis, Michalis V. , Karmakar, Parimal , Katare, Rajesh , Kaufmann, Stefan H. E. , Kaushik, Susmita , Kawasaki, Kiyoshi, Ke, Po‐Yuan , Keating, Damien J. , Kehrl, John H. , Keller, Christian W. , Kemper, Jongsook Kim , Kermorgant, Stéphanie , Ketteler, Robin , Khambu, Bilon , Kim, Deok Ryong, Kim, Eun Young , Kim, Jin Kyung , Kim, Jin‐Hoi , Kim, Ju Hwan , Kim, Keun Il , Kim, Peter Kijun , Kinghorn, Kerri J. , Kirkin, Vladimir , Киселев, С. Л. , Kittler, Josef T. , Knorr, Roland L. , Ko, Ben C.B. , Ko, Jiunn‐Liang , Kobayashi, Hotaka , Koenig, Ulrich , Koike, Masato , Kohlwein, Sepp Dieter , Komatsu, Masaaki , Kopp, Benjamin T. , Korcsmaros, Tamas Douglas , Korolchuk, Viktor I. , Kotler, Mónica L. , Koukourakis, Michael Ioannis , Kovács, Tibor, Koya, Daisuke , Kozako, Tomohiro , Krämer, Helmut , Kroemer, Guido , Ktistakis, Nicholas T. , Kuchitsu, Kazuyuki , Kumar, Ashok , Kumar, Deepak, Kundu, Mondira , Kurgan, Lukasz , Kutateladze, Tatiana G. , Kwon, Ho Jeong , Kwon, Taeg Kyu , Kyrmizi, Irene , Spada, Albert R. La , Lai, Zhibing, Lamark, Trond , Lane, Jon D. , Lang, Charles H. , Lange, Carsten, Langel, Ülo , Lapaquette, Pierre , LaRusso, Nicholas F. , Lastres‐Becker, Isabel , Lavandero, Sergio , Law, Hkw , Layfield, Robert , Leduc‐Gaudet, Jean‐Philippe , Lee, He-Jin, Lee, Jae Man , Lee, Jun Hee , Lee, Seung‐Jae , Lee, Ying‐Ray , Lefebvre, Christophe , Legouis, Renaud , Leitinger, Gerd , Lenz, Heinz Josef, León, Yolanda, Leopoldino, Andréia Machado , Leung, Chi-Ting, Levine, Beth , Li, Jing , Li, Ke, Li, Min , Li, Min , Li, Pin‐Lan , Li, Tiangang , Li, Zhiqiang, Lian, Jiqin , Liang, Chengyu, Liang, Qiangrong , Liao, Mingzhi , Lilly, Mary A. , Lin, Liang , Lin, Pei‐Hui , Lin, Xueying , Linden, Rafael , Ling, Shuo‐Chien , Lingor, Paul , Linnemann, Amelia K , Liou, Yih‐Cherng , Lira, Vitor Agnew , Liu, Chunfeng , Liu, Cui Hua , Liu, Hao , Liu, Hsiao‐Sheng , Liu, Julia C. , Liu, Longhua , Liu, Meilian , Liu, Qin , Liu, Xiao-Hong, Liu, Xiaodong , Liu, Xingguo , Liu, Xuedong , Liu, Yang, Liu, Yang, Lizard, Gérard , Llorente, Alicia , Long, Qi , Long, Yun Chau, López, Manuela G. , Lőrincz, Péter , Lovat, Penny E. , Lu, Jin‐Jian , Lum, Julian J., Lünemann, Jan D. , Luo, Shouqing , Ma, Changle , Ma, Mengxiao , Ma, Ning‐Fang , Macián, Fernando , MacKeigan, Jeffrey P. , Majello, Barbara , Malorni, Walter , Mandell, Michael A. , Manjili, Masoud H. , Manjithaya, Ravi R. , Manque, Patrício , Manzoni, Claudia , Mao, Kai, Marconi, Anna Maria , Margeta, Marta , Marinelli, Oliviero , Marshall, Richard Scott , Marten, Mark R. , Martens, Sascha , Martin, Sara, Martín-Acebes, Miguel A. , Martín‐Burriel, Inmaculada , Martina, José A. , Martinet, Wim , Martinez, Jennifer , Martínez‐Velázquez, Moisés , Martinez-Lopez, Nuria, Martins‐Marques, Tânia , Masclaux‐Daubresse, Céline , Masson, Glenn Robert , Masuelli, Laura , Masyuk, Tetyana V., Matarrese, Paola , Mattoscio, Domenico , Mauriz, Jose Luis , Mauvezin, Caroline , Maverakis, Emanual Michael , Mazzoccoli, Gianluigi , McDonald, Christine , McLaughlin, BethAnn , Mechta‐Grigoriou, Fatima , Meijer, Annemarie H. , Meng, Tian, Menna‐Barreto, Rubem F. S. , Menon, Manoj B., Mercer, Carol A. , Mercier, Anne E., Merighi, Adalberto , Merla, Giuseppe , Miller, Dana L. , Miller, Silke , Milošević, Ira , Minina, Elena A. , Mirzaei, Mehdi, Mishra, Paras Kumar , Miyamoto, Shigeki, Miyazawa, Keisuke, Mograbi, Baharia , Mohanty, Abhishek , Mohapatra, Sipra , Mohmmed, Asif , Moles, Anna , Molinari, Maurizio , Mollace, Vincenzo , Møller, Andreas Buch , Mora, Ana Lucia , Mora, Marina, Morelli, Elena, Moreno, Sandra , Moresi, Viviana , Morga, Benjamín , Moritz, Orson L. , Moriyama, Mariko, Mostowy, Serge , Moustaïd‐Moussa, Naïma , Muller, Sylviane , Munjal, Ashok Kumar , Muñoz‐Cánoves, Pura , Münz, Christian , Muratori, Claudia, Murphy, John Patrick , Nabissi, Massimo , Nah, Jihoon , Nakagawa, Ichiro, Nakatogawa, Hitoshi , Nardacci, Roberta , Narita, Masashi , Neri, Luca Maria , Neufeld, Thomas P. , Nezis, Ioannis P. , Ni, Hong‐Min , Nicolao, María Celeste , Nilsson, Per Gunnar , Ning, Shunbin , Nóbrega, Clévio , Nolan, Trevor M. , Novak, Ivana, Nozawa, Takashi , Nussbaum-Krammer, Carmen I. , O’Sullivan, Timothy E., Oehme, Ina , Ohmuraya, Masaki , Okamoto, Koji , Oku, Masahide, Omary, M. Bishr , Önal, Gizem , Ong, Sang‐Ging , Ortona, Elena , Osta, Rosario , Otegui, Marisa S. , Ottobrini, Luisa , Outeiro, Tiago F. , Øynebråten, Inger , Pajvani, Utpal B. , Pallet, Nicolas , Palumbo, Camilla , Pampaloni, Francesco , Pan, Lifeng , Pan, Wenliang, Pandey, Udai Bhan , Panzarini, Elisa , Papaleo, Elena , Park, Eun Chan , Park, Joon Tae , Park, Sang Chul , Parola, Abraham H. , Parys, Jan B. , Patel, Hemal H. , Patschan, Daniel , Pei, Jianming, Peled‐Zehavi, Hadas , Penna, Fabio , Pérez-Lara, Ángel , Pérez‐Pérez, María Esther , Periyasamy, Palsamy , Perrotta, Cristiana , Perrotta, Ida Daniela , Petersen, Morten , Petrache, Irina , Philips, Jennifer A. , Picca, Anna , Pierdominici, Marina , Pietrocola, Federico , Pignata, Claudio , Pinton, Paolo , Plantinga, Theo S. , Plaza‐Zabala, Ainhoa , Plotnikov, Egor Y. , Plun‐Favreau, Hélène , Pluta, Ryszard , Popova, Blagovesta, Porta, Helena , Post, Martin , Poulton, Joanna , Promponas, Vasilis J. , Proud, Christopher G. , Puri, Rajat , Qi, Xiaopeng , Qian, Wenbin , Qiang, Lei , Qiu, Yu, Quarleri, Jorge Fabián , Ragusa, Michael J. , Rahimi, Nader , Rangarajan, Pundi Narasimhan , Rao, Lang , Rao, Rekha, Razani, Babak , Régnier, Jean-Claude , Reichert, Andreas S , Reue, Karen , Ricci, Jean‐Ehrland , Ricci, Roméo , Rikihisa, Yasuko , Roberts, Helen C., Roberts, Luke D., Roccheri, Maria Carmela , Rodney, George Gerald , Rodrigues, Tiago, Rodrı́guez, Amaia , Barrueco, Ruth Rodriguez , Rodríguez‐Rocha, Humberto , Roelofs, Jeroen , Rolka, Krzysztof , Romeo-Guitart, David , Roperto, Sante , Roth, Kevin A. , Roth, Lynn , Rovere‐Querini, Patrizia , Rubinsztein, David Chaim , Rudolf, Emil, Rudolf, Rüdiger, Ryan, Kevin M. , Ryu, Kwon‐Yul , Sachdev, Ulka , Sacher, Michael, Sadoshima, Junichi , Safren, Nathaniel , Sagona, Antonia P. , Sahay, Gaurav , Sahebkar, Amirhossein , Sahin, Ozgur, Sahni, Sumit , Saito, Shigeru , Sakai, Ryohei , Sanderson, J. Thomas , Sandri, Marco F. , Santaguida, Stefano , Sanz, Alberto, Sanz, Pascual , Sathyanarayanan, Ranganayaki, Schaefer, Liliana , Scharl, Michael M. , Schätzl, Hermann M. , Scheper, Wiep , Scheuring, David , Schott, Micah B. , Schramm, Michael, Schröder, Bernd, Schüller, Christoph, Scialò, Filippo , Sciarretta, Sebastiano , Scovassi, Anna Ivana , Segatori, Laura , Seiliez, Iban , Seki, Ekihiro , Sellke, Frank W. , Sergi, Consolato Maria , Settembre, Carmine , Shao, Changshun , Sheng, Zhi , Shi, Xiaobing , Shimozawa, Makoto, Shoji, Ikuo, Shridhar, Viji , Shu, Hong‐Bing , Sierra, Amanda , Sierra‐Torre, Virginia , Sil, Payel , Simon, Anna Katharina , Simon, Hans‐Uwe , Simons, Matias , Singh, Lalit Pukhrambam , Sirohi, Kapil , Sivridis, Efthimios , Skirycz, Aleksandra , Slaninová, Iva , Smaili, Soraya Soubhi , Smertenko, Andrii , Smith, Matthew D., Soenen, Stefaan J. , Solaini, Giancarlo , Soleimanpour, Scott A. , Solovchenko, Alexei E. , Song, Fuyong, Song, Ju‐Xian , Song, Zhiyin , Soria, Leandro R. , Spagnuolo, Paul A. , Spector, Stephen A. , Stalnecker, Clint A. , Stefan, Katja, Stefanis, Leonidas , Stenmark, Harald , Stevens, Craig, Stoka, Veronika , Stork, Björn , Su, Longxiang , Subauste, Carlos S. , Subbian, Selvakumar , Sun, Jun , Sun, Kang, Sun, Meng‐Xiang , Sun, Qiming , Sun, Yi Ning , Sundberg, Eva , Tabęcka-Łonczyńska, Anna , Tacke, Frank , Tafani, Marco , Tait, Stephen W. G. , Takáts, Szabolcs , Talwar, Priti , Tan, Chong Teik , Tanaka, Motomasa , Tanida, Isei , Tatenhorst, Lars , Tavernarakis, Nektarios, Taylor, Allen, Taylor, Gregory A., Taylor, Joan M. , Tchetina, Elena V. , Tee, Andrew R. , Tegeder, Irmgard , Teis, David , Teixeira-Clerc, Fatima , Tekirdağ, Kumsal Ayşe, Tepikin, Alexei V. , Testillano, Pilar S. , Tettamanti, Gianluca , Thellung, Stefano , Thomas, Sufi Mary , Thukral, Lipi , Till, Andreas , Todi, Sokol V. , Todorova, Krassimira O. , Tong, Benjamin Chun‐Kit , Tooze, Sharon A. , Torgersen, Maria Lyngaas , Toyokuni, Shinya , Trajković, Vladimir , Tramontano, Donatella , Trelford, Charles B. , Triola, Gemma , Tschan, Mario P. , Tse, Hung‐Fat , Tsugawa, Hitoshi , Tümtaş, Yasin , Tuñón, María Jesús , Turcotte, Sandra , Turk, Boris , Türk, Vito , Turner, Bradley J. , Tuxworth, Richard I. , Unno, Rei , Urbé, Sylvie , Üstün, Şuayib , Vaccari, Thomas , Vakifahmetoglu-Norberg, Helin , Vanrell, María Cristina , Varano, Gabriele , Vavvas, Demetrios G. , Vega‐Naredo, Ignacio , Velotti, Francesca , Vessoni, Alexandre Teixeira , Vidal, Michel, Vierstra, Richard David , Vijayan, Vinoy, Vilar, Marçal , Villarroya, Francesc , Villarroya, Joan , Viscomi, Maria Teresa , Višnjić, Dora , Vitale, Ilio , Wade‐Martins, Richard , Walker, David W., Walker, Simon A. , Walter, Jochen , Wang, Chao-Yung, Wang, Dong , Wang, Fangyang , Wang, Feng , Wang, Guansong , Wang, Han, Wang, Hao , Wang, Jiou , Wang, Lianrong , Wang, Peipei , Wang, Ping, Wang, Qing Jun , Wang, Qing , Wang, Wuyang , Wang, Yan, Wang, Yen‐Yun , Wang, Yipeng , Warnes, Gary , Warnsmann, Verena , Watada, Hirotaka , Wei, Lei , Wells, Alan , Wen, Xin , Wheatley, Sally P. , Whitworth, Alexander J. , Willbold, Dieter , Williams, Roger L. , Winner, Beate , Witkin, Steven Sol , Wong, Esther S.P. , Wong, Jack Ho, Wu, Chengbiao , Wu, Jian Huang , Wu, Mian , Wu, Min , Wu, Shuyan , Wu, Xiaohong , Xiang, Jin, Xiang, Mingliang, Xiang, Wei, Xiao, Bin, Xu, Chuanshan , Xu, En, Xu, Haoxing , Xu, Jing , Xu, Wen , Yamaguchi, Osamu , Yan, Shian‐Jang , Yanagi, Yasuo , Yang, Huang‐Tian , Yang, Jin‐Ming , Yang, Pei‐Ming , Yang, Qian , Yang, Xuesong , Yang, Ying , Yao, Honghong , Yao, Shenggen , Yen, Paul M. , Ying, Meidan, Yoo, Young H., Yoshida, Kiyotsugu , Yoshii, Saori R. , Yousefi, Bahman , Yu, Jun Qing , Yu, Jun, Yu, Wai Haung , Yu, Zhou , Yuan, Shyng‐Shiou F. , Yun, Jeanho , Zarbalis, Konstantinos S. , Zhang, Bin , Zhang, Donna D. , Zhang, Hanlin , Zhang, Hong , Zhang, Hui , Zhang, Jianhua , Zhang, Lin , Zhang, Lisheng , Zhang, Wei , Zhang, Xiangnan, Zhang, Xu Dong , Zhang, Yang, Zhang, Yan‐Jin , Zhang, Yingmei , Zhang, Zhengguang , Zhang, Zhihai , Zhang, Zhiyong , Zhao, Xiao-Fan, Zhao, Ying, Zheng, Yi , Zhivotovsky, Boris , Zhou, Ao, Zhou, Hao , Zhou, Hong , Zhou, Jie , Zhou, Jing , Zhou, Jiyong , Zhou, Kailiang , Zhou, Shu‐Feng , Zhou, Zheng-Yu, Zhu, Hongxin, Zhu, Hua , Zhu, Wei‐Guo , Zientara‐Rytter, Katarzyna , Zimmermann, Christine M., Ziviani, Elena , Zwerschke, Werner , Brand‐Saberi, Beate , Li, Zuguo, Oshima, Shigeru , Rong, Yueguang , Devuyst, Olivier; https://orcid.org/0000-0003-3744-4767 , Xia, Zhengyuan , Netea, M. G.

Autophagy | March 24, 2021 | Volume: 17 | Issue: 1 | Pages: 1-382

10.1080/15548627.2020.1797280 | PMID 33634751

Identification and Validation of CD138- Multiple Myeloma Immune and Tumor Subpopulations Using Cross Center Scrna-Seq Data

Thomas, Beena , Avigan, David , Kourelis, Taxiarchis , Dhodapkar, Madhav V. , Vij, Ravi , Mehr, Shaadi , Hamilton, Mark , Auclair, Daniel , Gnjatic, Sacha , Ding, Li , Gnjatic, Sacha , Jayasinghe, Reyka G. , Yao, Lijun , Bhasin, Swati S. , Fernandez, Nicolas , Cho, Hearn Jay

Blood | February 8, 2021 | Volume: 136 | Issue: Supplement 1 | Pages: 15-15

10.1182/blood-2020-143256

The application of novel single-cell technologies provides personalized profiles on patient samples to improve standard of healthcare and evolve the field of precision medicine. In the field of Immuno-oncology, application of single cell RNA-seq (scRNA-seq) to evaluate gene expression profiles has provided new insights on the cancer subpopulation dynamic, network reconstruction, and cell trajectory inferences. Here we present a standardized and validated scRNA-seq analytical workflow applied to a series of common cryopreserved Multiple Myeloma (MM) bone marrow samples obtained from subjects enrolled in the Multiple Myeloma Research Foundation (MMRF) CoMMpass study (NCT01454297). scRNA-seq data was generated from common samples at three different academic research centers. While the high variability of scRNA-seq data raises computational challenges in data analysis, we have tested different quality control, alignment, batch correction, clustering and annotation methods to prove that the results are consistent for subsets of cells, independent of the center generating the data. To evaluate differences in cell type composition and cross-center differences, an in-depth analysis was performed on four CD138- sorted samples (>18,000 total cells) that were subject to scRNA-sequencing at 3 different centers. We tested three different batch correction methods including: Harmony, Seurat Merge and Seurat Anchor. Immune cell types (CD4 T, CD8 T, NK, Monocytes, Macrophages and pDCs), exhibited similarities in clustering structure and shared complementary differentially expressed genes while Plasma and B cells exhibited distinct center variation when using Seurat Merge. The evaluation of batch effects across samples generated at 3 centers identified subtle batch effects without significant impact of cellular clusterings. For data concordance analyses, Seurat Merge was used for batch effect correction and data normalization and a beta-variational autoencoder and random forest classifier was utilized to assign cell types. In comparing the proportion of each cell type identified across centers using dead cell removal bead depletion, the overall population of plasma and B cells were found to be dissimilar for a subset of samples which could be attributed to differences in bone marrow aliquot sampling. We further explored how the application of dead cell removal altered the distribution of tumor and immune populations for the same sample of interest. Samples that underwent dead cell removal have consistently higher NK and CD8+T cell proportion, while CD4+T is higher more often in non-treated samples. In summary, dead cell removal ultimately improved the overall data quality (more viable cells) without significantly altering the gene expression signatures or proportions of each cell type. Further comparative analysis of transcriptome signatures of various cell types (e.g., B cells, T cells, Plasma cells) across 3 centers depicted significant similarity in transcriptome profile. This suggests even if three centers captured different numbers of various cell types due to variation in protocols and aliquots, the cells still have significantly similar transcriptome profiles that might be helpful in producing the same biological results across three sites. Our in-depth cross-institutional assessment of tumor and immune cell types in MM will provide a valuable resource and thorough analysis strategy to the broader scientific community. Disclosures Dhodapkar: Celgene/BMS: Membership on an entity's Board of Directors or advisory committees, Other; Janssen: Membership on an entity's Board of Directors or advisory committees, Other; Kite: Membership on an entity's Board of Directors or advisory committees, Other; Lava Therapeutics: Membership on an entity's Board of Directors or advisory committees, Other; Roche/Genentech: Membership on an entity's Board of Directors or advisory committees, Other; Amgen: Membership on an entity's Board of Directors or advisory committees, Other.

Architecture of Sample Preparation and Data Governance of Immuno-Genomic Data Collected from Bone Marrow and Peripheral Blood Samples Obtained from Multiple Myeloma Patients

Mehr, Shaadi , Auclair, Daniel , Hamilton, Mark , Rozenblit, Leon , Labkoff, Steven E. , Kourelis, Taxiarchis , Dhodapkar, Madhav V. , Gnjatic, Sacha , DeWitt, Cassandra, Miron, Sergey, Gnjatic, Sacha , Cho, Hearn Jay , Yao, Lijun , Jayasinghe, Reyka G. , Bhasin, Manoj K , Doxie, Deon Bryant

Blood | November 4, 2020 | Volume: 136 | Issue: Supplement 1 | Pages: 17-18

10.1182/blood-2020-142882

Abstract: Title: Architecture of sample preparation and data governance of Immuno-genomic data collected from bone marrow and peripheral blood samples obtained from multiple myeloma patients In multiple myeloma (MM), the interactions between malignant plasma cells and the bone marrow microenvironment is crucial to fully understand tumor development, disease progression, and response to therapy. The core challenge in understanding those interactions has been the establishment of a standard process and a standard model for handling the data quality workflow and the underlying data models. Here we present the Platform (Figure 1), an integrated data flow architecture designed to create data inventory and process tracking protocols for multi-dimensional and multi-technology immune data files. This system has been designed to inventory and track peripheral blood and bone marrow samples from multiple myeloma subjects submitted for immune analysis under the MMRF Immune Atlas initiative (figure 2), and the processing and storage of Single Cell RNA-seq (scRNA-seq) and Mass Cytometry time-of-flight (CyTOF) data files derived from these immune analyses. While these methods have been previously applied on both tumor and immune populations in MM [2,3], this level of multi-institutional and multi-technology is unique. The Cloud Immune-Precision platform contains standardized protocols and bioinformatics workflows for the identification and categorization of immune cell populations and functional states based upon scRNA-seq gene signatures (ref: Bioinformatics manuscript in submission) and CyTOF protein signatures. Upon further expansion, it will contain high dimensional scRNAseq and CyTOF immune data from both bone marrow and peripheral blood samples from myeloma patients enrolled in the Multiple Myeloma Research Foundation (MMRF) CoMMpass study (NCT01454297) [1] (Figure 3). The architecture covers the automation of data governance protocols, data transformation and ETL model developments that will create an immune proteomic and profiling database and its integration into clinical and genomics databases: e.g. the MMRF CoMMpass clinical trial. This large-scale data integration will establish a cutting-edge Immune-Precision central platform supporting large scale, immune-focused advanced analytics in multiple myeloma patients. This platform will allow researchers to interrogate the relationships between immune transcriptomic and proteomic signatures and tumor genomic features, and their impact on clinical outcomes, to aid in the optimization of therapy and therapeutic sequencing. Furthermore, this platform also promotes the potential to (further) elucidate the mechanisms-of-action of approved and experimental myeloma therapies, drive biomarker discovery, and identify new targets for drug discovery. Figure 1: Cloud Immune-Precision Platform (Integrated data flow architecture designed to create data inventory and process tracking protocols for multi-dimensional and multi-technology immune data files) Figure 2: Sample tracking process architecture Figure 3: Data file creation and repository process tracking References: 1- Settino, Marzia et al. "MMRF-CoMMpass Data Integration and Analysis for Identifying Prognostic Markers." Computational Science - ICCS 2020: 20th International Conference, Amsterdam, The Netherlands, June 3-5, 2020, Proceedings, Part III vol. 12139 564-571. 22 May. 2020, doi:10.1007/978-3-030-50420-5_42 2- Ledergor, Guy et al. "Single cell dissection of plasma cell heterogeneity in symptomatic and asymptomatic myeloma." Nature medicine vol. 24,12 (2018): 1867-1876. doi:10.1038/s41591-018-0269-2 3- Hansmann, Leo et al. "Mass cytometry analysis shows that a novel memory phenotype B cell is expanded in multiple myeloma." Cancer immunology research vol. 3,6 (2015): 650-60. doi:10.1158/2326-6066.CIR-14-0236-T Figure 1 Disclosures Bhasin: Canomiiks Inc: Current equity holder in private company, Other: Co-Founder. Dhodapkar:Amgen: Membership on an entity's Board of Directors or advisory committees, Other; Celgene/BMS: Membership on an entity's Board of Directors or advisory committees, Other; Janssen: Membership on an entity's Board of Directors or advisory committees, Other; Roche/Genentech: Membership on an entity's Board of Directors or advisory committees, Other; Lava Therapeutics: Membership on an entity's Board of Directors or advisory committees, Other; Kite: Membership on an entity's Board of Directors or advisory committees, Other.