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Vose, Julie M.

https://orcid.org/0000-0003-1015-7434

Mayo Clinic

University of Nebraska Medical Center

Citations 100

Integrative Genomic and Transcriptomic Analysis Reveals Targetable Vulnerabilities in Angioimmunoblastic T-Cell Lymphoma
Zhang, Weiwei , Sharma, Sunandini , Heavican‐Foral, Tayla B. , Cannatella, Jeffrey J. , Amador, Catalina, Arif, Aiza, Lim, Soon Thye , Du, Ming‐Qing , Greiner, Timothy C. , Fu, Kai , Trøen, Gunhild, Weinstock, David M. , Laginestra, Antonella, Kim, Kyeongjin , Weisenburger, Dennis D. , Davé, Sandeep S. , Chan, Wing C. , Bouska, Alyssa , Holte, Harald , Shah, Ab Rauf , Lone, Waseem , Cappelli, Luca Vincenzo , Fiore, Danilo , Gong, Qiang , Heavican, Tayla B., Smith, Lynette M. , Ong, Choon Kiat , Feldman, Andrew L. , Leval, Laurence de , Vodák, Daniel , Nakken, Sigve , Delabie, Jan , Pileri, Stefano , Pajvani, Utpal B. , Vose, Julie M. , Inghirami, Giorgio , Iqbal, Javeed

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 2993-2993

10.1182/blood-2023-186530 Get It

Follicular helper T-cell lymphoma of the angioimmunoblastic type (AITL) is associated with dismal prognosis. We performed functional genomic approaches including whole-exome sequencing (WES; n=119), transcriptomic (n=78) and methylation (n=40) analysis. We identified recurrent mutations in known epigenetic drivers ( TET2, DNMT3A, IDH2 R172), and also identified novel ones (TET3, KMT2D). Somatic mutation of all three epigenetic drivers ( TET2, IDH2, and DNMT3A) was associated with poor prognosis (p<.001). Mutations in genes regulating T-cell receptor (TCR) signaling ( CD28 VAV1, FYN, PLCG1) or activation ( RHOA G17V), and regulators of the PI3K pathway (PIK(3)C members, PTEN,PHLPP-1/-2) were also found. Genome-wide DNA-methylation analysis integrated with mRNA expression profiling also revealed epigenetic alterations in genes regulating TCR-RHOA/B/C or PI3K-signaling. TET2 loss was noted in 85% AITLs and was significantly associated with RHOA G17V, CD28 and IDH2 R172mutations. AITLs lacking RHOA G17V tended to have mutations regulating the JAK-STAT pathway ( JAK2, JAK3, STAT1, STAT3, SOCS1). RNA-seq analysis identified fusion transcripts in genes regulating TCR activation (8%), revealed a restricted TCR repertoire in the majority of cases (a=87%, b=72%), and showed the presence of Epstein-Barr virus transcriptome (73%). GEP demonstrated association of B-cells in the tumor-milieu with better prognosis (p=.006), while dendritic cells were associated with worse prognosis (p=.001), which was further validated by immunohistochemistry using CD20, CD68, and CD163 antibodies. RNA-seq and corresponding WES analysis of 12 AITL patient-derived-xenografts (PDX) showed that bi-allelic TET2 mutations, DNMT3A mutations or sub-clonal mutations ( PLCG1 PHLPP2) werepropagated in sequential passages. Gene signatures related to T FH (follicular helper) and T CM (central memory) were also well-maintained in secondary passages in PDX models. Gene signatures of late PDX passages (3 rd-5 th) were enriched with genes related to proliferation and metabolic reprogramming, and in an independent cohort of AITLs, high expression of T3/T5 related signatures was associated with worse outcome (p=0.02/p=0.009). Low mRNA expression of PHLPP2 predicted poor prognosis (p=.03) and engineered PHLPP2 loss showed enhanced PI(3)K activation and FOXO1 inactivation in CD4+ T-cells in-vitro. Thus, we defined the genomic landscape for AITL, which is largely characterized by epigenetic alterations, TCR signaling and PI3K/AKT dysregulation, which may be amenable for therapeutic targeting.
NCCN Guidelines® Insights: B-Cell Lymphomas, Version 6.2023
Advani, Ranjana H. , Andreadis, B., Chang, Julie , Christian, Beth , deVos, Sven, Fayad, Luis , Hamid, Muhammad Saad , Hernandez‐Ilizaliturri, Francisco J. , Kaminski, Mark , Karimi, Yasmin , King, Rebecca L. , Krivacic, Susan, LaCasce, Ann S. , Messmer, Marcus , Narkhede, Mayur , Rabinovitch, Rachel , Roberts, Kenneth B. , Smith, Stephen D. , Svoboda, Jakub , Swinnen, Lode J., Tuscano, Joseph M. , Dwyer, Mary A., Sundar, Hema, Advani, Ranjana H , Karimi, Yasmin H , Zelenetz, Andrew D. , Gordon, Leo I. , Abramson, Jeremy S. , Bartlett, Nancy L. , Budde, Lihua E. , Caimi, Paolo F. , Dholaria, Bhagirathbhai , Habermann, Thomas M. , Hu, Boyu , Kelsey, Chris R. , Lim, Megan S. , Ramakrishnan, Praveen , Reid, Erin G , Saeed, Hayder , Vose, Julie M.

Journal of the National Comprehensive Cancer Network | November 7, 2023 | Volume: 21 | Issue: 11 | Pages: 1118-1131

10.6004/jnccn.2023.0057 Get It

Novel targeted therapies (small molecule inhibitors, antibody–drug conjugates, and CD19-directed therapies) have changed the treatment landscape of relapsed/refractory B-cell lymphomas. Bruton’s tyrosine kinase (BTK) inhibitors continue to evolve in the management of mantle cell lymphoma (MCL), in both the relapsed/refractory and the frontline setting. Anti-CD19 CAR T-cell therapies are now effective and approved treatment options for relapsed/refractory follicular lymphoma (FL), diffuse large B-cell lymphoma (DLBCL), and MCL. Bispecific T-cell engagers represent a novel immunotherapeutic approach for relapsed FL and DLBCL after multiple lines of therapies, including prior CAR T-cell therapy. These NCCN Guideline Insights highlight the significant updates to the NCCN Guidelines for B-Cell Lymphomas for the treatment of FL, DLBCL, and MCL.
Outcomes of patients with blastoid and pleomorphic variant mantle cell lymphoma
Gerson, James N. , Villa, Diego , Chapani, Parv , Li, Shaoying , Medeiros, L. Jeffrey , Wang, Michael , Cohen, Jonathon B. , Churnetski, Michael C. , Hill, Brian T. , Hernandez‐Ilizaliturri, Francisco J. , Kothari, Shalin , Bast, Martin, Fenske, Timothy S. , Gari, Swapna Narayana Rao, Maddocks, Kami J. , Bachanová, Veronika , Kolla, Bhaskar , Donovan, Alexandra M., Wagner‐Johnston, Nina D. , Messmer, Marcus , Anderson, Jennifer K., Reddy, Nishitha , Glenn, Martha, Inwards, David J. , Ristow, Kay M., Rajguru, Saurabh, Evens, Andrew M. , Klein, Andreas K. , Umyarova, Elvira , Pulluri, Bhargavi , Amengual, Jennifer E. , Diefenbach, Catherine , Fisher, Richard I., Villa, Diego , Gerrie, Alina S , Chapani, Parv , Li, Shaoying , Medeiros, L Jeffrey , Wang, Michael L , Sawalha, Yazeed , Vose, Julie , Bond, David A , Kolla, Bhaskar , Lansigan, Frederick , Wagner-Johnston, Nina , Messmer, Marcus , Mehta, Amitkumar , Ristow, Kay, Karmali, Reem , Caimi, Paolo F , Evens, Andrew M , Amengual, Jennifer E , Bachanova, Veronika , Diefenbach, Catherine S , Handorf, Elizabeth A. , Gerrie, Alina S. , Sawalha, Yazeed , Vose, Julie M. , Bond, David A. , Chavez, Julio C , Shah, Bijal , Lansigan, Frederick , Burns, Timothy Francis , Mehta, Amitkumar , Kovach, Alexandra E. , Landsburg, Daniel J. , Karmali, Reem , Kaplan, Jason , Caimi, Paolo F. , Lue, Jennifer Kimberly , Barta, Stefan K

Blood Advances | October 24, 2023 | Volume: 7 | Issue: 24 | Pages: 7393-7401

10.1182/bloodadvances.2023010757 Get It

Abstract Mantle cell lymphoma (MCL) is a B-cell non-Hodgkin lymphoma; data indicate that blastoid and pleomorphic variants have a poor prognosis. We report characteristics and outcomes of patients with blastoid/pleomorphic variants of MCL. We retrospectively studied adults with newly diagnosed MCL treated from 2000 to 2015. Primary objectives were to describe progression-free survival (PFS) and overall survival (OS). Secondary objectives included characterization of patient characteristics and treatments. Of the 1029 patients with MCL studied, a total of 207 neoplasms were blastoid or pleomorphic variants. Median follow-up period was 82 months (range, 0.1-174 months); median PFS was 38 months (95% confidence interval [CI], 28-66) and OS was 68 months (95% CI, 45-96). Factors associated with PFS were receipt of consolidative autologous hematopoietic transplantation (auto-HCT; hazard ratio [HR], 0.52; 95% CI, 0.31-0.80; P < .05), MCL International Prognostic Index (MIPI) intermediate (HR, 2.3; 95% CI, 1.2-4.3; P < .02) and high (HR, 3.8; 95% CI, 2.0-7.4; P < .01) scores, and complete response to induction (HR, 0.29 (95% CI, 0.17-0.51). Receipt of auto-HCT was not associated with OS (HR, 0.69; 95% CI, 0.41-1.16; P = .16) but was associated with MIPI intermediate (HR, 5.7; 95% CI, 2.5-13.2; P < .01) and high (HR, 10.8; 95% CI, 4.7-24.9; P < .01) scores. We report outcomes in a large cohort of patients with blastoid/pleomorphic variant MCL. For eligible patients, receipt of auto-HCT after induction was associated with improved PFS but not OS. Higher MIPI score and auto-HCT ineligibility were associated with worse survival.
Final results of a phase II study of CHOEP plus lenalidomide as initial therapy for patients with stage II–IV peripheral T‐cell lymphoma
Stuver, Robert , Horwitz, Steven M. , Advani, Ranjana H. , Lee, Hun Ju , Mehta–Shah, Neha , Zain, Jasmine , Haverkos, Bradley M. , Lechowicz, Mary Jo , Moskowitz, Alison J. , Pham, Luu Q., Leyden, E., Ansell, Stephen M. , Lunning, Matthew A. , Lee, Hun Ju , Mehta-Shah, Neha , Ansell, Stephen M , Advani, Ranjana H , Horwitz, Steven M , Stuver, Robert , Vose, Julie M. , Leyden, Elizabeth

British Journal of Haematology | May 22, 2023 | Volume: 202 | Issue: 3 | Pages: 525-529

10.1111/bjh.18885 Get It

SummaryThere remains no one standard induction for nodal‐based peripheral T‐cell lymphoma (PTCL). We conducted a phase II study of lenalidomide plus CHOEP as a novel induction strategy. Patients received CHOEP at standard doses in combination with 10 mg of lenalidomide on days 1–10 of a 21‐day cycle for six cycles of therapy followed by observation, high‐dose therapy with autologous stem cell rescue, or maintenance lenalidomide per provider preference. Among 39 patients evaluable for efficacy, the objective response rate after six cycles was 69%, with complete response in 49%, partial response in 21%, stable disease in 0% and progressive disease in 13%. Thirty‐two patients (82%) completed full induction, and seven patients (18%) discontinued for toxicity, primarily hematologic. Any grade hematologic toxicity occurred in over 50% of patients, with grade 3 or 4 febrile neutropenia occurring in 35% of patients despite mandated growth factors. With a median followup of surviving patients of 21.3 months, the estimated 2‐year progression‐free and overall survival were 55% (95% CI 37%–70%) and 78% (95% CI 59%–89%), respectively. In sum, six cycles of lenalidomide plus CHOEP resulted in a modest response rate primarily due to hematologic toxicity, which prevented all patients from completing planned induction.
High-grade B-cell lymphoma, not otherwise specified: a multi-institutional retrospective study
Zayac, Adam , Landsburg, Daniel J. , Hughes, Mitchell E. , Bock, Allison M. , Nowakowski, Grzegorz S. , Ayers, Emily C. , Girton, Mark , Hu, Marie , Beckman, Amy , Li, Shaoying , Chang, Julie , Stepanovic, Adam , Sandoval‐Sus, Jose , Ansari‐Lari, M. Ali, Kothari, Shalin , Kress, Anna, Xu, Mina L. , Torka, Pallawi , Smith, Stephen D. , Naresh, Kikkeri N. , Karimi, Yasmin , Farooq, Umar , Saad, Mahak, Evens, Andrew M. , Pandya, Karan, Naik, Seema , Kamdar, Manali , Haverkos, Bradley M. , Oh, Timothy S. , Nutsch, Heather, Rubinstein, P , Chaudhry, Amina, Zayac, Adam S , Medeiros, L Jeffrey , Kurt, Habibe , Torka, Pallawi , Sundaram, Suchitra , Smith, Stephen D , Naresh, Kikkeri N , Karimi, Yasmin H , Epperla, Narendranath , Bond, David A , Farooq, Umar , Evens, Andrew M , Naik, Seema G , Kamdar, Manali , Haverkos, Bradley M , Karmali, Reem , Oh, Timothy S , Vose, Julie , Rubinstein, Paul G , Olszewski, Adam J , Landsburg, Daniel J , Hu, Marie , Li, Shaoying , Girton, Mark , Medeiros, L. Jeffrey , Kurt, Habibe , Epperla, Narendranath , Bond, David A. , Karmali, Reem , Vose, Julie M. , Chaudhry, Amina, Olszewski, Adam J.

Blood Advances | May 12, 2023 | Volume: 7 | Issue: 21 | Pages: 6381-6394

10.1182/bloodadvances.2023009731 Get It

Abstract In this multi-institutional retrospective study, we examined the characteristics and outcomes of 160 patients with high-grade B-cell lymphoma, not otherwise specified (HGBL-NOS)—a rare category defined by high-grade morphologic features and lack of MYC rearrangements with BCL2 and/or BCL6 rearrangements ("double hit"). Our results show that HGBL-NOS tumors are heterogeneous: 83% of patients had a germinal center B-cell immunophenotype, 37% a dual-expressor immunophenotype (MYC and BCL2 expression), 28% MYC rearrangement, 13% BCL2 rearrangement, and 11% BCL6 rearrangement. Most patients presented with stage IV disease, a high serum lactate dehydrogenase, and other high-risk clinical factors. Most frequent first-line regimens included dose-adjusted cyclophosphamide, doxorubicin, vincristine, and etoposide, with rituximab and prednisone (DA-EPOCH-R; 43%); rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP; 33%); or other intensive chemotherapy programs. We found no significant differences in the rates of complete response (CR), progression-free survival (PFS), or overall survival (OS) between these chemotherapy regimens. CR was attained by 69% of patients. PFS at 2 years was 55.2% and OS was 68.1%. In a multivariable model, the main prognostic factors for PFS and OS were poor performance status, lactate dehydrogenase >3 × upper limit of normal, and a dual-expressor immunophenotype. Age >60 years or presence of MYC rearrangement were not prognostic, but patients with TP53 alterations had a dismal PFS. Presence of MYC rearrangement was not predictive of better PFS in patients treated with DA-EPOCH-R vs R-CHOP. Improvements in the diagnostic criteria and therapeutic approaches beyond dose-intense chemotherapy are needed to overcome the unfavorable prognosis of patients with HGBL-NOS.
Brexucabtagene Autoleucel for Relapsed or Refractory Mantle Cell Lymphoma in Standard-of-Care Practice: Results From the US Lymphoma CAR T Consortium
Wang, Yucai , Jain, Preetesh , Locke, Frederick L. , Maurer, Matthew J. , Frank, Matthew J. , Muñoz, Javier , Dahiya, Saurabh , Beitinjaneh, Amer , Jacobs, Miriam T. , McGuirk, Joseph P. , Hill, Brian T. , Dorritie, Kathleen , Oluwole, Olalekan O. , Deol, Abhinav , Wang, Trent , Banerjee, Rahul , Miklos, David B. , Rapoport, Aaron P. , Lekakis, Lazaros J. , Neelapu, Sattva S. , Wang, Michael , Munoz, Javier L , Vose, Julie , Goy, Andre Henri , Oluwole, Olalekan O , Deol, Abhinav , Paludo, Jonas , Wang, Trent , Banerjee, Rahul , Miklos, David B , Rapoport, Aaron P , Neelapu, Sattva S , Lin, Yi , Wang, Michael L , Jain, Michael D , Maurer, Matthew , McGuirk, Joseph , Wang, Yucai , Dahiya, Saurabh , Jacobs, Miriam T , Locke, Frederick L , Jain, Preetesh , Vose, Julie M. , Andreadis, Charalambos Babis , Paludo, Jonas , Shah, Bijal , Ghobadi, Armin , Lin, Yi , Jain, Michael D.

Journal of Clinical Oncology | February 8, 2023 | Volume: 41 | Issue: 14 | Pages: 2594-2606

10.1200/jco.22.01797 Get It

PURPOSE Brexucabtagene autoleucel (brexu-cel) is an autologous CD19-directed chimeric antigen receptor (CAR) T-cell therapy approved for relapsed/refractory mantle cell lymphoma (MCL). This therapy was approved on the basis of the single-arm phase II ZUMA-2 trial, which showed best overall and complete response rates of 91% and 68%, respectively. We report clinical outcomes with brexu-cel in the standard-of-care setting for the approved indication. PATIENTS AND METHODS Patients who underwent leukapheresis between August 1, 2020 and December 31, 2021, at 16 US institutions, with an intent to manufacture commercial brexu-cel for relapsed/refractory MCL, were included. Patient data were collected for analyses of responses, outcomes, and toxicities as per standard guidelines. RESULTS Of 189 patients who underwent leukapheresis, 168 (89%) received brexu-cel infusion. Of leukapheresed patients, 79% would not have met ZUMA-2 eligibility criteria. Best overall and complete response rates were 90% and 82%, respectively. At a median follow-up of 14.3 months after infusion, the estimates for 6- and 12-month progression-free survival (PFS) were 69% (95% CI, 61 to 75) and 59% (95% CI, 51 to 66), respectively. The nonrelapse mortality was 9.1% at 1 year, primarily because of infections. Grade 3 or higher cytokine release syndrome and neurotoxicity occurred in 8% and 32%, respectively. In univariable analysis, high-risk simplified MCL international prognostic index, high Ki-67, TP53 aberration, complex karyotype, and blastoid/pleomorphic variant were associated with shorter PFS after brexu-cel infusion. Patients with recent bendamustine exposure (within 24 months before leukapheresis) had shorter PFS and overall survival after leukapheresis in intention-to-treat univariable analysis. CONCLUSION In the standard-of-care setting, the efficacy and toxicity of brexu-cel were consistent with those reported in the ZUMA-2 trial. Tumor-intrinsic features of MCL, and possibly recent bendamustine exposure, may be associated with inferior efficacy outcomes.
Prophylactic Corticosteroid Use with Axicabtagene Ciloleucel (Axi-Cel) in Patients (Pts) with Relapsed/Refractory Large B-Cell Lymphoma (R/R LBCL): 2-Year Follow-up of ZUMA-1 Cohort 6
Oluwole, Olalekan O. , Forcade, Édouard , Muñoz, Javier, Guibert, Sophie de , Lin, Yi , Deol, Abhinav , McSweeney, Peter A., Kersten, Marie José , Jacobson, Caron A. , Thiéblemont, Catherine , Timmerman, John M. , Stiff, Patrick J. , Tzachanis, Dimitrios , Zheng, Yan , Vardhanabhuti, Saran , Shen, Rhine R. , Miao, Harry , Kim, Jenny , Oluwole, Olalekan O , Vose, Julie M. , Bartlett, Nancy L. , Goy, Andre Henri , Farooq, Umar , Minnema, Monique C , Avivi, Irit , Nater, Jenny , Meerten, Tom van

Blood | November 28, 2022 | Volume: 140 | Issue: Supplement 1 | Pages: 10399-10401

10.1182/blood-2022-156117 Get It

Genomic profiling for clinical decision making in lymphoid neoplasms
Leval, Laurence de , Alizadeh, Ash A. , Bergsagel, P. Leif , Campo, Elı́as , Davies, Andrew , Doǧan, Ahmet , Fitzgibbon, Jude , Horwitz, Steven M. , Melnick, Ari , Morice, William G. , Nadel, Bertrand , Rosenquist, Richard , Rossi, Davide , Advani, Ranjana H. , Allen, Carl E. , Ansell, Stephen M. , Chan, Wing C. , Cook, James R. , Cook, Lucy , d’Amore, Francesco, Dirnhofer, Stefan , Dreyling, Martin , Dunleavy, Kieron , Hodson, Daniel J. , Klapper, Wolfram , Kim, Won Seog , King, Rebecca L. , Ko, Young Hyeh , LaCasce, Ann S. , Lenz, Georg , Pasqualucci, Laura , Rosenwald, Andreas , Miguel, Jesús F. San , Staudt, Louis M. , Weigert, Oliver , Wilson, Wyndham H. , Wu, Catherine J. , Bagg, Adam , Dirnhofer, S , Bergsagel, P. Leif , de Leval, Laurence , Melnick, Ari , Morin, Ryan D , Nadel, Bertrand , Pileri, Stefano , Rosenquist, Richard , Salaverria, Itziar , Steidl, Christian , Treon, Steven , Zelenetz, Andrew D , Allen, Carl E , Ansell, Stephen M , Chan, Wing C , Cook, James R , Cook, Lucy B , d'Amore, Francesco , Dreyling, Martin , Dunleavy, Kieron , Feldman, Andrew L , Fend, Falko , Gaulard, Philippe , Ghia, Paolo , Gribben, John G. , Hermine, Olivier , Hodson, Daniel J , Hsi, Eric D , Inghirami, Giorgio , Jaffe, Elaine S , Karube, Kennosuke , Kataoka, Keisuke , Klapper, Wolfram , King, Rebecca L , Hyeh, Young , LaCasce, Ann Steward , Lenz, Georg , Piris, Miguel , Pittaluga, Stefania , Pasqualucci, Laura , Quintanilla-Martinez, Leticia , Rodig, Scott J , Rosenwald, Andreas , Salles, Gilles A , San-Miguel, Jesus , Savage, Kerry J , Sehn, Laurie H , Semenzato, Gianpietro , Staudt, Louis M , Swerdlow, Steven H , Tam, Constantine S , Trotman, Judith , Vose, Julie , Weigert, Oliver , Wilson, Wyndham H , Winter, Jane N , Wu, Catherine J , Zinzani, Pier Luigi , Zucca, Emanuele , Bagg, Adam , Scott, David W , Morice, William George , Campo, Elías , Advani, Ranjana H , Dogan, Ahmet , Davies, Andrew , Fitzgibbon, Jude , Horwitz, Steven M , Alizadeh, Ash A , Pileri, Stefano , Salaverría, Itziar , Steidl, Christian , Treon, Steven P. , Zelenetz, Andrew D. , Feldman, Andrew L. , Ghia, Paolo , Hermine, Olivier , Hsi, Eric D. , Inghirami, Giorgio , Jaffe, Elaine S. , Karube, Kennosuke , Martin-Subero, Jose Ignacio , Piris, Miguel Á. , Pittaluga, Stefania , Quintanilla‐Martínez, Leticia , Salles, Gilles , Savage, Kerry J. , Sehn, Laurie H. , Swerdlow, Steven H. , Tam, Constantine S. , Vose, Julie M. , Winter, Jane N. , Zinzani, Pier Luigi , Zucca, Emanuele , Scott, David W.

Blood | August 24, 2022 | Volume: 140 | Issue: 21 | Pages: 2193-2227

10.1182/blood.2022015854 Get It

Abstract With the introduction of large-scale molecular profiling methods and high-throughput sequencing technologies, the genomic features of most lymphoid neoplasms have been characterized at an unprecedented scale. Although the principles for the classification and diagnosis of these disorders, founded on a multidimensional definition of disease entities, have been consolidated over the past 25 years, novel genomic data have markedly enhanced our understanding of lymphomagenesis and enriched the description of disease entities at the molecular level. Yet, the current diagnosis of lymphoid tumors is largely based on morphological assessment and immunophenotyping, with only few entities being defined by genomic criteria. This paper, which accompanies the International Consensus Classification of mature lymphoid neoplasms, will address how established assays and newly developed technologies for molecular testing already complement clinical diagnoses and provide a novel lens on disease classification. More specifically, their contributions to diagnosis refinement, risk stratification, and therapy prediction will be considered for the main categories of lymphoid neoplasms. The potential of whole-genome sequencing, circulating tumor DNA analyses, single-cell analyses, and epigenetic profiling will be discussed because these will likely become important future tools for implementing precision medicine approaches in clinical decision making for patients with lymphoid malignancies.
Gene Expression Signatures for the Accurate Diagnosis of Peripheral T-Cell Lymphoma Entities in the Routine Clinical Practice
Amador, Catalina , Wright, George W. , Weisenburger, Dennis D. , Greiner, Timothy C. , Lone, Waseem , Heavican, Tayla B., Smith, Lynette M. , Pileri, Stefano , Tabanelli, Valentina , Ott, German , Rosenwald, Andreas , Slack, Graham W. , Kim, Won Seog , Hyeh, Young, Li, Yuping , Dong, Gehong, Ondrejka, Sarah L. , Cook, James R. , Lim, Soon Thye , Ong, Choon Kiat , Chapman, Jennifer R. , Raess, Philipp W. , Blombery, Piers , Morris, Stephan W., Staudt, Louis M. , Chan, Wing C. , Iqbal, Javeed , Greiner, Timothy C , Heavican, Tayla B , Smith, Lynette , Pileri, Stefano , Tabanelli, Valentina , Ott, German , Savage, Kerry J , Kim, Won Seog , Hyeh, Young , Song, Joo Y , Ondrejka, Sarah , Cook, James R , Lim, Soon Thye , Ong, Choon Kiat , Inghirami, Giorgio , Raess, Philipp W , Gould, Clare , Jaffe, Elaine S , Vose, Julie , Chan, Wing C , Iqbal, Javeed , Amador, Catalina , Lone, Waseem G , Wright, George , Bouska, Alyssa , Feldman, Andrew L. , Savage, Kerry J. , Ko, Young Hyeh , Song, Joo Y. , Barrionuevo, Carlos , Inghirami, Giorgio , Bhagavathi, Sharathkumar , Gould, Clare , Jaffe, Elaine S. , Rimsza, Lisa M. , Vose, Julie M.

Journal of Clinical Oncology | July 15, 2022 | Volume: 40 | Issue: 36 | Pages: 4261-4275

10.1200/jco.21.02707 Get It

PURPOSE Peripheral T-cell lymphoma (PTCL) includes heterogeneous clinicopathologic entities with numerous diagnostic and treatment challenges. We previously defined robust transcriptomic signatures that distinguish common PTCL entities and identified two novel biologic and prognostic PTCL-not otherwise specified subtypes (PTCL-TBX21 and PTCL-GATA3). We aimed to consolidate a gene expression–based subclassification using formalin-fixed, paraffin-embedded (FFPE) tissues to improve the accuracy and precision in PTCL diagnosis. MATERIALS AND METHODS We assembled a well-characterized PTCL training cohort (n = 105) with gene expression profiling data to derive a diagnostic signature using fresh-frozen tissue on the HG-U133plus2.0 platform (Affymetrix, Inc, Santa Clara, CA) subsequently validated using matched FFPE tissues in a digital gene expression profiling platform (nCounter, NanoString Technologies, Inc, Seattle, WA). Statistical filtering approaches were applied to refine the transcriptomic signatures and then validated in another PTCL cohort (n = 140) with rigorous pathology review and ancillary assays. RESULTS In the training cohort, the refined transcriptomic classifier in FFPE tissues showed high sensitivity (> 80%), specificity (> 95%), and accuracy (> 94%) for PTCL subclassification compared with the fresh-frozen–derived diagnostic model and showed high reproducibility between three independent laboratories. In the validation cohort, the transcriptional classifier matched the pathology diagnosis rendered by three expert hematopathologists in 85% (n = 119) of the cases, showed borderline association with the molecular signatures in 6% (n = 8), and disagreed in 8% (n = 11). The classifier improved the pathology diagnosis in two cases, validated by clinical findings. Of the 11 cases with disagreements, four had a molecular classification that may provide an improvement over pathology diagnosis on the basis of overall transcriptomic and morphological features. The molecular subclassification provided a comprehensive molecular characterization of PTCL subtypes, including viral etiologic factors and translocation partners. CONCLUSION We developed a novel transcriptomic approach for PTCL subclassification that facilitates translation into clinical practice with higher precision and uniformity than conventional pathology diagnosis.