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2933 citation(s) found for "Ryan, S".

Intravascular Large B-cell Lymphoma Associated with Systemic and Central Nervous System Hemophagocytic Lymphohistiocytosis: A Case Report
Verma, Aradhana, Sharma, Akanksha , Robetorye, Ryan S. , Porter, Alyx B. , Robetorye, Ryan, Porter, Alyx, Hilal, Talal

The Permanente Journal | December 6, 2019 | Volume: 24 | Issue: 1 | Pages: No page available

10.7812/tpp/19.105 | PMID 31852057 Get It

Lupus-associated endogenous retroviral LTR polymorphism and epigenetic imprinting promote HRES-1/RAB4 expression and mTOR activation
Godavarthy, Aparna, Jimah, John R. , Beckford, Miguel, Caza, Tiffany , Fernández, David , Huang, Nick , Duarte, Manuel, Fadel, Hind J., Poeschla, Eric M. , Bánki, Katalin, Perl, András , Kelly, Ryan, Fernández, David , Lewis, Joshua Richard

JCI Insight | December 5, 2019 | Volume: 5 | Issue: 1 | Pages: No page available

10.1172/jci.insight.134010 | PMID 31805010 Get It

Overexpression and long terminal repeat (LTR) polymorphism of the HRES‑1/Rab4 human endogenous retrovirus locus have been associated with T cell activation and disease manifestations in systemic lupus erythematosus (SLE). Although genomic DNA methylation is diminished overall in SLE, its role in HRES-1/Rab4 expression is unknown. Therefore, we determined how lupus-associated polymorphic rs451401 alleles of the LTR regulate transcription from the HRES-1/Rab4 promoter and thus affect T cell activation. The results showed that cytosine –119 is hypermethylated while cytosine –51 of the promoter and the LTR enhancer are hypomethylated in SLE. Pharmacologic or genetic inactivation of DNA methyltransferase 1 augmented the expression of HRES-1/Rab4. The minimal promoter was selectively recognized by metabolic stress sensor NRF1 when cytosine –119 but not cytosine –51 was methylated, and NRF1 stimulated HRES-1/Rab4 expression in human T cells. In turn, IRF2 and PSIP1 bound to the LTR enhancer and exerted control over HRES-1/Rab4 expression in rs451401 genotype– and methylation-dependent manners. The LTR enhancer conferred markedly greater expression of HRES-1/Rab4 in subjects with rs451401CC over rs451401GG alleles that in turn promoted mechanistic target of rapamycin (mTOR) activation upon T cell receptor stimulation. HRES-1/Rab4 alone robustly activated mTOR in human T cells. These findings identify HRES-1/Rab4 as a methylation- and rs451401 allele–dependent transducer of environmental stress and controller of T cell activation.
P103 Ileocecal Obstruction Secondary to Campylobacter Jejuni Ileitis
Vu, Ta , Watkins, Ryan , Hanada, Yuri , Schupack, Daniel , Chua, Heidi K, Papadakis, Konstantinos , Oblizajek, Nicholas R.

American Journal of Gastroenterology | December 3, 2019 | Volume: 114 | Issue: 1 | Pages: S27-S27

10.14309/01.ajg.0000613380.08908.19 Get It

BACKGROUND: Acute ileitis is most classically associated with inflammatory bowel disease. However, several infections can also cause inflammation or obstruction of the terminal ileum. Clinical presentation is usually acute and characterized by abdominal pain of the right abdomen. CASE REPORT: We report the case of a healthy 24 year-old man who presented with a two month history of right lower quadrant pain, nausea and emesis after returning from a trip to South Africa. Over the subsequent two months, he had continued symptoms and an ileocecal obstruction was demonstrated both on cross-sectional imaging and on colonoscopy. A stool pathogen panel was positive for Campylobacter jejuni, and he completed an empiric three-day course of azithromycin. Endoscopic biopsies were negative for histologic features of inflammatory bowel disease. After three hospitalizations for recurrent obstruction, an ileocecal resection was performed. The resection specimen revealed marked eosinophilia within the muscularis propria and submucosal fibrosis. The patient made an uneventful recovery following his surgery. CONCLUSION: Although inflammatory bowel disease should be excluded during the workup of terminal ileitis, this case illustrates the importance of including infections and post-infectious sequelae in the differential, especially in otherwise healthy patients with recent travel history.
Improved pulmonary 129 Xe ventilation imaging via 3D‐spiral UTE MRI
Willmering, Matthew M. , Niedbalski, Peter , Wang, Hui , Walkup, Laura L. , Robison, Ryan K. , Pipe, James G. , Woods, Jason C. , Niedbalski, Peter J , Cleveland, Zackary I.

Magnetic Resonance in Medicine | December 2, 2019 | Volume: 84 | Issue: 1 | Pages: 312-320

10.1002/mrm.28114 | PMID 31788858 Get It

Purpose Hyperpolarized 129 Xe MRI characterizes regional lung ventilation in a variety of disease populations, with high sensitivity to airway obstruction in early disease. However, ventilation images are usually limited to a single breath‐hold and most‐often acquired using gradient‐recalled echo sequences with thick slices (~10‐15 mm), which increases partial‐volume effects, limits ability to observe small defects, and suffers from imperfect slice selection. We demonstrate higher‐resolution ventilation images, in shorter breath‐holds, using FLORET (Fermat Looped ORthogonally Encoded Trajectories), a center‐out 3D‐spiral UTE sequence. Methods In vivo human adult ( N = 4; 2 healthy, 2 with cystic fibrosis) 129 Xe images were acquired using 2D gradient‐recalled echo, 3D radial, and FLORET. Each sequence was acquired at its highest possible resolution within a 16‐second breath‐hold with a minimum voxel dimension of 3 mm. Images were compared using 129 Xe ventilation defect percentage, SNR, similarity coefficients, and vasculature cross‐sections. Results The FLORET sequence obtained relative normalized SNR, 40% greater than 2D gradient‐recalled echo ( P = .012) and 26% greater than 3D radial ( P = .067). Moreover, the FLORET images were acquired with 3‐fold‐higher nominal resolution in a 15% shorter breath‐hold. Finally, vasculature was less prominent in FLORET, likely due to diminished susceptibility‐induced dephasing at shorter TEs afforded by UTE sequences. Conclusion The FLORET sequence yields higher SNR for a given resolution with a shorter breath‐hold than traditional ventilation imaging techniques. This sequence more accurately measures ventilation abnormalities and enables reduced scan times in patients with poor compliance and severe lung disease.
The C Protein Is Recruited to Measles Virus Ribonucleocapsids by the Phosphoprotein
Pfaller, Christian K. , Bloyet, Louis-Marie , Donohue, Ryan C. , Bartemes, William P., Yousaf, Iris, Urzua, Érica, Clavière, Mathieu, Zachary, Marie , d’Autume, Valentin de Masson , Carson, Sandra E. , Schieferecke, Adam J. , Meyer, Alyssa J. , Gerlier, Denis , Cattaneo, Roberto , Huff, Amanda L. , Carson, Sandra, Gerlier, Denis , Cattaneo, Roberto , Pfaller, Christian K

Journal of Virology | November 18, 2019 | Volume: 94 | Issue: 4 | Pages: No page available

10.1128/jvi.01733-19 | PMID 31748390 Get It

Replication of negative-strand RNA viruses relies on two components: a helical ribonucleocapsid and an RNA-dependent RNA polymerase composed of a catalytic subunit, the L protein, and a cofactor, the P protein. We show that the measles virus (MeV) C protein is an additional component of the replication complex. We provide evidence that the C protein is recruited to the ribonucleocapsid by the P protein and map the interacting segments of both C and P proteins. We conclude that the primary function of MeV C is to improve polymerase processivity and accuracy, rather than uniquely to antagonize the type I interferon response. Since most viruses of the Paramyxoviridae family express C proteins, their primary function may be conserved.
Trends in Disease Presentation, Management, Cost of Care and Outcomes: A Comprehensive Look at Racial Disparities in Multiple Myeloma (MM)
Frank, Ryan D. , Sharma, Mayank , Menghani, Richa, Temkit, M’hamed , Paulus, Shumail M., Khera, Nandita , Hashmi, Shahrukh K. , Advani, Pooja , Swaika, Abhisek, Paulus, Aneel , Aslam, Nabeel , Colón‐Otero, Gerardo , Chanan‐Khan, Asher , Paulus, Aneel , Ailawadhi, Sikander , Roy, Vivek

Blood | November 17, 2019 | Volume: 128 | Issue: 22 | Pages: 3544-3544

10.1182/blood.v128.22.3544.3544 Get It

Abstract Background: Disparities in MM survival among different racial groups persist despite improvements in overall survival (OS). We report a comprehensive review of the SEER Medicare database to elucidate the causes of differences in disease presentation, management practices, cost of care and their relationships to outcomes among the MM patients (pts) from different racial groups. Methods: Pts diagnosed with MM between 1991-2010 with continuous Medicare coverage (1 year prior to diagnosis-date of death/end of 2012) were included. MM complications (MM-C); hypercalcemia (C), renal dysfunction (R), anemia (An), bone fractures (B), dialysis (D) occurring prior to/within 30 days of MM diagnosis (at diagnosis; AT-D), or any time later (after diagnosis; AF-D) were summarized. Demographics, survival (PEDSAF files) and disease characteristics, drug/stem cell transplant (SCT) utilization (NCH, OUTSAF, PDESAF files) were obtained. Trends in incidence of MM-C, treatment type over time (proportional odds) and their association with race (logistic regressions) were compared. Associations between race, MM-C AT-D and MM related death using Fine and Gray's competing risk methods were analyzed. Medicare claims adjusted for inflation (2013) within the first 6 months (mth)/total MM care were summed by drug and total charges. Median cost of care by race and year of diagnosis were evaluated by Kruskal-Wallis (univariate) and proportional odds models (multivariate). Results: A total of 35842 pts (52.1% males) with median age of 76 yr (range 18-104) were included. Mutually exclusive racial subgroups were: White (W, 72%), Hispanic (H: 7.3%), African-American (AA, 16.2%), Asian (A, 4.1%), other (0.3%). A significantly increasing trend in the prevalence of all MM-C AT-D was seen over time (all p<0.001). For AF-D, all MM-C initially increased but decreased from 2006-2010 except D that showed continued increase (Fig 1A). For race, MM-C were significantly different, with AA having the most C, R, An and D while W having the most B (Fig 1B). Inferior OS was seen with male gender (p=0.006), increasing age, earlier years of diagnosis, belonging to W or H race, C, R and B (all p<0.001), but not with An (p=0.298) or D (p=0.378). Trends in OS over time showed a significant interaction with race in 1991-1995 (p<0.001), 1996-2000 (p=0.004) and 2001-2005 (p<0.001) but not in 2006-2010 (p=0.182), possibly due to shorter follow up. Medicare claims analysis showed that pts receiving any treatment increased from 12.8% in 1991-1995 to 59.3% in 2006-2010 (p<0.001). Specific therapy utilization, including SCT and all drug classes/agents evaluated increased except for cytotoxic chemotherapy utilization (melphalan/cyclophosphamide), which decreased (Fig 2A). Any therapy utilization was significantly different by race (p<0.001) with highest for H (36.5%) and lowest for AA (31.6%). Specific treatments differed significantly by race (Fig 2B). Cost of care analysis showed significant increase over years for median drug claims (0.23k to 3.63k) and total claims (5.11k to 27.8k) during first 6 mth as well as for any time after MM diagnosis (drug: 1.3k to 9.9k, total: 21.9k to 84k) (p<0.001 for all). Median drug claims in first 6 mth were highest among AA (1.3k) and lowest among A (0.63k) (p<0.001). Same was true for total claims in first 6 mth (p<0.001). For any time after diagnosis, H had the highest drug (p<0.001) and total (p=0.081) claims. There were significant interactions between year of diagnosis, race and cost of care with H seeing the highest increase in drug claims in first 6 mth (p<0.001) and any time (p=0.002). Conclusion: MM-C have generally decreased AF-D due to improved therapeutics although AA continue to have the highest rates of MM-C. Our data shows that utilization and cost of MM care have increased tremendously with resulting improved outcomes, but significant racial disparities persist. These disparities may be in part due to impaired access to new agents from lack of supplemental insurance for certain racial groups. Drug utilization and cost of care disparities may also be due to differences in co-morbidities, MM-C or access leading to differential healthcare utilization and should be explored in order to ameliorate disparities in outcomes. Disclosures Ailawadhi: Pharmacyclics: Consultancy; Novartis: Consultancy; Amgen Inc: Consultancy; Takeda Oncology: Consultancy.
Real World Outcomes of Adult B-Cell Acute Lymphocytic Leukemia Patients Treated with Inotuzumab Ozogamicin
Wadleigh, Martha , Liedtke, Michaela , Arslan, Shukaib , Siebenaller, Caitlin, Schultz, Elizabeth, Litzow, Mark R. , Wang, Amy , Curran, Emily , Shallis, Rory M. , Yang, Jay , Mattison, Ryan J. , Dinner, Shira, Badar, Talha , Szabó, Anikó , Aldoss, Ibrahim , Schultz, Elizabeth, Hefazi, Mehrdad , Kuo, Eric, Podoltsev, Nikolai , Balasubramanian, Suresh , Burkart, Madelyn , Advani, Anjali S. , Atallah, Ehab

Blood | November 14, 2019 | Volume: 134 | Issue: Supplement_1 | Pages: 1302-1302

10.1182/blood-2019-124882 Get It

Background: Inotuzumab ozogamicin (InO) is an antibody-drug conjugate composed of anti-CD22 antibody conjugated to the cytotoxic agent calicheamicin, which is approved for relapsed/ refractory (RR) B-cell acute lymphocytic leukemia (ALL), based on efficacy demonstrated in a randomized control trial. We sought to investigate the safety and efficacy of InO in the "real world" setting. Methods: We conducted a retrospective multicenter study in collaboration with 11 U.S. academic institutions, and evaluated the outcome of patients (pts) with RR B-cell ALL, who received InO outside of clinical trials. These pts were evaluated for response to InO, duration of response, overall survival (OS) and toxicity. Demographic and disease characteristics were summarized using descriptive statistics. Survival curves were estimated using the Kaplan-Meier method and compared via log-rank test. Duration of response was estimated among pts who achieve complete remission (CR)/CR with incomplete count recovery (CRi). Results: From June 2016 to May 2019, 84 pts with RR-B cell ALL were identified. Baseline characteristics are summarized in Table 1. The median age of pts at InO initiation was 50 years (yrs) (range, 20-87). Twenty-two (27.5%) pts had t(9;22) (Ph+ve) and 6 (7.5%) pts had t(4;11) (MLL gene) chromosomal abnormalities. Nine (11%) and 20 (25%) pts had CNS disease at diagnosis and at relapse, respectively. Median number of therapies prior to InO was 2 (range, 0-7), 40 (48%) pts had ≥ 3 therapies and 23 (27%) pts had allogeneic stem cell transplantation (allo-HCT) prior to InO. Forty (48%) pts received blinatumomab prior to InO. Fourteen (17%) pts received InO in combination with chemotherapy and/ or tyrosine kinase inhibitor (TKI). Overall response rate (CR/CRi) was 63%; 44% had CR with minimal residual disease (MRD) negativity by flow cytometry. Response rate in Ph+ve B-cell ALL was 73%. Twenty-three (27%) pts were successfully bridged to allo-HCT. Median response duration with InO was 11.5 months (mo); 32.5% had sustained response at 2 yrs (Fig. 1a). Median response duration post InO, censored at allo-HCT was not reached (NR) (51% in remission at 2 yrs) (Fig. 1b). Median OS after InO was 11.6 mo and 32% were alive at 2 yrs (Fig. 1c). Median OS post InO, censored at of allo-HCT was 13.6 mo (Fig. 1d). Median OS after InO in Ph+ve pts was NR (71% alive at 1 yr). Forty-nine percent, 27%, 6% and 5% of pts discontinued InO due to progression, allo-HCT, adverse events and maintenance therapy, respectively. Nineteen (30%) pts had dose interruptions. In terms of toxicities, 14 (17%) and 7 (8%) pts had grade (G)1-2 and G3 transaminases secondary to InO, respectively. One pt each had G2 and G3 pancreatitis, respectively. One (1%) and 2 (2%) pts had G2 and G4 veno-occlusive disease secondary to InO, respectively. Two of these pts were treated with defibrotide. Two (2%) pts died due to InO toxicity. A complete description of adverse events are summarized in Table 1. Conclusion: Our real-world data obtained by multicenter collaboration suggest that InO was well tolerated and had significant efficacy in this heavily treated patient population of RR B-cell ALL. Disclosures Liedtke: Celator: Research Funding; Celgene: Membership on an entity's Board of Directors or advisory committees, Research Funding; Genentech/Roche: Research Funding; Gilead: Membership on an entity's Board of Directors or advisory committees, Research Funding; IQVIA/Jazz: Membership on an entity's Board of Directors or advisory committees; Janssen: Membership on an entity's Board of Directors or advisory committees, Research Funding; Pfizer: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Prothena: Membership on an entity's Board of Directors or advisory committees, Research Funding; Takeda: Membership on an entity's Board of Directors or advisory committees, Research Funding; Caelum: Membership on an entity's Board of Directors or advisory committees; BlueBirdBio: Research Funding; Adaptive: Membership on an entity's Board of Directors or advisory committees; Agios: Research Funding; Amgen/Onyx: Consultancy, Honoraria, Research Funding. Aldoss:Jazz Pharmaceuticals: Honoraria, Other: travel/accommodation/expenses, Speakers Bureau; Agios: Consultancy, Honoraria; AUTO1: Consultancy; Helocyte: Consultancy, Honoraria, Other: travel/accommodation/expenses. Curran:Incyte: Research Funding; Merck: Research Funding; Gilead: Research Funding. Podoltsev:Celgene: Other: Grant funding, Research Funding; Genentech: Research Funding; AI Therapeutics: Research Funding; Agios Pharmaceuticals: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Blueprint Medicines: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Incyte: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Boehringer Ingelheim: Research Funding; Astellas Pharma: Research Funding; Daiichi Sankyo: Research Funding; Sunesis Pharmaceuticals: Research Funding; Jazz Pharmaceuticals: Research Funding; Pfizer: Research Funding; Astex Pharmaceuticals: Research Funding; CTI Biopharma: Research Funding; Samus Therapeutics: Research Funding; Arog Pharmaceuticals: Research Funding; Kartos Therapeutics: Research Funding; Alexion: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Pfizer: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees. Yang:AstraZeneca: Research Funding; Agios: Consultancy. Mattison:Pfizer: Membership on an entity's Board of Directors or advisory committees. Advani:Pfizer: Honoraria, Research Funding; Amgen: Research Funding; Macrogenics: Research Funding; Glycomimetics: Consultancy, Research Funding; Kite Pharmaceuticals: Consultancy; Abbvie: Research Funding. Atallah:Takeda: Consultancy, Research Funding; Jazz: Consultancy; Helsinn: Consultancy; Novartis: Consultancy; Pfizer: Consultancy; Jazz: Consultancy; Helsinn: Consultancy.
Convulsive Syncope Masquerading as Seizure After an Epidural Blood Patch
D’Souza, Ryan S. , Dahl, Ashley R, Watson, James C. , Watson, James, D'Souza, Ryan S , Warner, Nafisseh S.

Pain Medicine | November 14, 2019 | Volume: 21 | Issue: 3 | Pages: 646-651

10.1093/pm/pnz333 | PMID 31910260 Get It

DNA Cytosine-Demethylating Agent 5-Aza-2'-Deoxycytidine Targets Leukemia Cells through Reducing DNA N6-Methyladenine
Pang, Jiuxia, Seiler, Christopher L., Kempen, Ryan, Al‐Kali, Aref , Tretyakova, Ya. N., Litzow, Mark R. , Liu, Shujun , Liu, Xiaochang , Liu, Hao

Blood | November 14, 2019 | Volume: 134 | Issue: Supplement_1 | Pages: 2513-2513

10.1182/blood-2019-130490 Get It

Introduction: It is known that overexpression of DNA methyltransferases (e.g., DNMT1) is frequent and changes of DNA cytosine methylation (5mC) are a constant feature of cancers. DNA methylation inhibitors, such as 5-aza-2'-deoxycytidine (Dec), have been in clinics for patients with leukemia. It is classically believed that promoter hypomethylation coupled by reexpression of epigenetically-suppressed tumor suppressors is a core mechanism behind Dec-impaired leukemia cell growth. However, the fact that global DNA methylation profiling barely predicts Dec-response suggests a demethylation-independent mechanism of Dec-induced cell death. N6-methyladenine (m6A) has been identified recently as an abundant DNA modification in eukaryotes (Wu, Nature 2016;532:329). Importantly, m6A is extensively present in the human genome, and m6A abundance is associated with tumorigenesis (Xie, Cell 2018;71:306). Furthermore, the DNA m6A is dynamically modulated by the methyltransferases (i.e., METTL3, N6AMT1) and demethylases (i.e., ALKBH1), and changes in m6A predict gene expression (Wu, Nature 2016;532:329). Given a potential crosstalk between m6A and distinct epigenetic mechanisms (Yao, Nat. Commun 2017;8:1122), we hypothesized that the anticancer actions of Dec may partially result from changes in DNA m6A in leukemia cells. Methods: Protein expression of target genes was assessed by Western blotting. The levels of DNA cytosine methylation (5mC) and N6-methyladenine (m6A) were measured by dotblotting or liquid chromatography-mass spectrometry (LC-MS/MS). The cell viability and apoptosis were determined by the Cell Counting Kit 8 (CCK8) assays as well as the Annexin V/Propidium Iodide staining and flow cytometry. The peripheral blood mononuclear cells (PBMCs) of leukemia patients from Mayo Clinic were prepared by Ficoll-Hypaque gradient centrifugation. Results: To test our hypothesis, leukemia cells, Kasumi-1, MV4-11, K562 and KU812, were exposed to 2 µM Dec, a clinical achievable concentration, for 72 hours. As expected, Dec treatment led to a downregulation of DNMT1 and DNMT3a, a reduction of 5mC levels by dotblotting using anti-5mC antibody, a blockage of cell proliferation and a promotion of cell apoptosis. When genomic DNA was subjected to dotblotting using anti-m6A antibody, the results revealed a marked decrease of DNA m6A levels in all Dec-treated cells. Then genomic DNA from K562 and MV4-11 cells was enzymatically digested to 2'-deoxynucleosides. dA was quantified by HPLC-UV, while the amount of m6A was measured by isotope dilution HPLC-ESI-MS/MS using 15N labeled internal standard. The standard curves were generated using pure standards, from which the m6A/A ratio was calculated. In agreement with dotblotting results, Dec treatment significantly decreased DNA m6A abundance in both cell lines. Mechanistically, exposure to Dec led to a consistent increase of demethylase fat mass and obesity-associated protein (FTO), but not METTL3 nor ALKBH1 and ALKBH5. Further, knockdown of FTO increased DNA m6A, which was further confirmed by treatment with FTO inhibitors rhein and meclofenamic acid (MA). These data indicate that FTO may be responsible for Dec-induced m6A changes in leukemia cells. To investigate the clinical implications of DNA m6A, we obtained PBMCs from AML patients (n = 10), who received Dec therapy (20 mg/m2 daily for 5 days every 4 weeks) in Mayo Clinic. These PBMCs were further cultured for 48 hours, frozen and stored in 100% ethanol before DNA extraction. The results from dotblotting using anti-5mC or anti-m6A showed that a trend of decrease in both m6A and 5mC abundance is observed, and the pattern of changes in m6A and 5mC displays a positive correlation. Finally, exposure of leukemia cells to the combination of Dec (2 µM) with FTO inhibitor MA (50 µM) induced more cell apoptosis and greater inhibition on cell proliferation as compared to single agent in vitro, supporting FTO inhibitors as new therapeutic agents in leukemia. Conclusion: Our studies suggest that the FTO-DNA m6A axis may partially mediate the therapeutic outcomes of Dec in leukemia. Our findings provide a new mechanistic paradigm for the anticancer activities of Dec, and define the m6A methylation status in leukemia cells as a new pharmacodynamic marker for their response to Dec-based therapy, pointing to a novel treatment strategy for incorporating m6A modulators to enhance the therapeutic index of Dec. Disclosures Al-Kali: Astex Pharmaceuticals, Inc.: Research Funding.
Peripheral Blood Cell Sorting Strategies for Transcriptomic Analysis in Chronic Myelomonocytic Leukemia
Mangaonkar, Abhishek A. , Almada, Luciana L. , Marks, David L. , Berger, Kurt, Gangat, Naseema , Fernández-Zapico, Martín E. , Patnaik, Mrinal M. , Binder, Moritz , Carr, Ryan M , Droin, Nathalie , Coltro, Giacomo , Lasho, Terra L. , Pin, Christopher L. , Solary, Éric

Blood | November 14, 2019 | Volume: 134 | Issue: Supplement_1 | Pages: 4232-4232

10.1182/blood-2019-122187 Get It

Introduction: Chronic myelomonocytic leukemia (CMML) is a clonal hematopoietic neoplasm characterized by sustained peripheral blood (PB) monocytosis and an inherent risk for leukemic transformation. Clonal origins of the disease can be detected in hematopoietic progenitor cells (CD34+/CD38-), while the complete spectrum of mutational evolution can be seen in circulating monocytes (CD14+). Cell sorting strategies have been employed to select cells in CMML, and while there are adequate monocyte numbers in the PB, there are very few circulating progenitor cells. In addition, attrition related to the selection process significantly depletes primary cells available for biological experiments and multiomics studies such as RNA-seq, ChIP-seq, ATAC-seq, and DIP-seq. While single-cell methods may be able to overcome this challenge, bulk sequencing methods remain a robust and cost-effective approach. We hypothesized that, secondary to the stem cell origin of this disease and significant myeloproliferation, PB mononuclear cells (MNC) would provide comparable results with regards to transcriptomic analysis, in comparison to cell selection procedures. Methods: Peripheral blood obtained from 15 molecularly annotated patients with WHO-defined CMML was ACK-lysed and subjected to a Ficoll procedure for collection of MNC. MNC were left unsorted (n=5) or further selected for CD34+/CD38- (n=5) and CD14+ (n=5) using a fully automated RoboSep-S (StemCell Technologies) protocol. All samples were then subjected to bulk whole transcriptome shotgun sequencing (using Illumina TruSeq and an Illumina HiSeq 4000). After data quality control, counts of detectable transcripts were log2-normalized and Pearson's product-moment correlation coefficients were calculated to evaluate the correlation between the two cell-sorting strategies and unsorted cells in terms of detectable transcripts. To visualize sample differences log2-normalized transcripts counts were centered and scaled per gene for a select number of genes relevant to myeloid biology as well as a number of housekeeping genes. Results: Fifteen patients with WHO-defined CMML, median age 69 years (55-73 years), 66% male, were included. Next generation sequencing for somatic mutations was performed on PB MNC obtained at CMML diagnosis (Figure 1, top heatmap). Considering the small sample size, mutations were evenly distributed among groups with the exception of ASXL1 (higher frequency in CD14+ and CD34+/CD38- cells), ZRSR2 (higher frequency in unsorted cells), and TET2 (lower frequency in CD14+ cells). The three groups were also well matched with regards to other CMML-related variables such as WHO and FAB morphological subtypes, cytogenetic abnormalities, and risk stratification by the Mayo Molecular Model. Transcriptomic analysis revealed a strong positive correlation between the median number of log2-normalized detectable transcripts in unsorted cells and CD34+/CD38- cells (ρ = 0.96, p < 0.001, top scatterplot). Likewise, there was a strong positive correlation between the median number of log2-normalized detectable transcripts in unsorted cells and CD14+ cells (ρ = 0.91, p < 0.001, bottom scatterplot). The latter correlation was marginally lower, which was explained by increased global gene expression in 3 of the 5 CD14+ samples (bottom heatmap). Increased gene expression in these 3 samples involved key myeloid genes and housekeeping genes known to have stable expression across human tissues alike. In comparison to PB MNC, both cell sorting strategies resulted in significant depletion of primary cells required for other experiments, and for procedures such as ChIP-seq, DIP-seq and ATAC-seq (CD34+/CD38- had greater depletion than CD14+). Additional experiments to assess this strategy for the above mentioned epigenetic studies are currently being planned. Conclusions: Accounting for sample differences, different cell sorting strategies (unsorted, CD34+/CD38- selection, and CD14+ selection) yielded similar results when performing bulk transcriptomic assessments on PB MNC from patients with CMML. For the purpose of gene expression profiling there was no clear advantage with CD34+/CD38- or CD14+ selection. These results support the use of unsorted cells for bulk transcriptomic analysis in CMML. Figure 1 Disclosures Patnaik: Stem Line Pharmaceuticals.: Membership on an entity's Board of Directors or advisory committees.