Back to Authors

Usmani, Saad

0000-0002-5484-8731

Mayo Clinic

Memorial Sloan Kettering Cancer Center, New York, NY.

Citations 40

International Myeloma Working Group Recommendations for the Diagnosis and Management of Solitary Plasmacytomas
Kumar, Shaji , Rajkumar, S. Vincent , Chng, Wee Joo , Engelhardt, Monika, Gonsalves, Wilson, Hungria, Vânia , Hillengaß, Jens , Jevremovic, Dragan, Lonial, Sagar, Elias, K. , Manier, Salomon , Martin, T, Mateos, María‐Victoria , Mian, Hira , Munshi, Nikhil C. , Rasche, Leo , Sborov, Douglas W. , Kastritis, Efstathios , Kumar, Shaji K , Rajkumar, S Vincent , Chng, Wee Joo , Costa, Luciano J , Hungria, Vania , Hillengass, Jens , Katodritou, Eirini , Kristinsson, Sigurdur Y , Ludwig, Heinz , McCarthy, Phillip , Mai, Elias K , Manier, Salomon , Mateos, María-Victoria , Mian, Hira , Mikhael, Joseph R , Moreau, Philippe , Munshi, Nikhil C , Paiva, Bruno , Pawlyn, Charlotte , Rasche, Leo , Richter, Joshua , San-Miguel, Jesus , Sborov, Douglas W , Usmani, Saad , Dimopoulos, Meletios A , Zamagni, Elena , Kastritis, Efstathios , Costa, Luciano J. , Engelhardt, Monika , Gonsalves, Wilson I. , Jevremović, Dragan , Katodritou, Eirini , Lonial, Sagar , Ludwig, Heinz , McCarthy, Philip L. , Mıkhael, Joseph , Moreau, Philippe , Paiva, Bruno , Pawlyn, Charlotte , Richter, Joshua , Miguel, Jesús F. San , Usmani, Saad Z. , Dimopoulos, Meletios Α. , Zamagni, Elena

Journal of Clinical Oncology | July 22, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1200/jco-26-00410 Get It

Solitary plasmacytomas (SPs) are rare localized tumors of clonal plasma cells, either in the bone (solitary bone plasmacytoma) or in soft tissue/extraosseous (extramedullary) with either no or with minimal bone marrow (BM) infiltration (<10% clonal plasma cells by immunohistochemistry) and no evidence of systemic involvement or myeloma defining events. Approximately 50% of SPs will progress to symptomatic myeloma within 5 years after initial definitive local radiotherapy. Increased availability of improved diagnostic and monitoring tools has increased the sensitivity of detection of additional lesions and marrow involvement and has implications for the follow-up strategy after treatment. Thus, the definitions and requirements for the diagnosis and follow-up of SPs are evolving. The diagnosis of SP requires the careful exclusion of multiple myeloma (MM) that would require systemic therapy, by using all the available methods to detect systemic disease (advanced imaging, sensitive BM assessment methods, blood and urine tests). Local radiotherapy remains the mainstay of therapy, and despite the availability of innovative drugs for MM, the clinical benefit of systemic therapy currently remains poorly defined. The International Myeloma Working Group provides here updated recommendations for the diagnosis, evaluation, treatment, and response assessment of patients with SPs, incorporating recent data and advances in diagnostic tools.
Genomic Features Do Not Account for Differences in Multiple Myeloma Risk by Ancestry
Maclachlan, Kylee , Papadimitriou, Marios , Blaney, Patrick , Baughn, Linda B. , Shekarkhand, Tala , Poos, Alexandra M. , Ziccheddu, Bachisio , Tang, Hongwei , Yan, Huihuang , Diamond, Benjamin , Zhang, Yanming , Cimera, Robert , Hultcrantz, Malin , Mailankody, Sham , Hassoun, Hani , Tan, Carlyn , Brown, Elizabeth , Winterkorn, Lara , Steinsnyder, Zoe , Vaksman, Zalman , Korde, Neha , Weinhold, Niels , Maclachlan, Kylee , Tang, Hongwei , Dogan, Ahmet , Gagler, Dylan , Boyle, Eileen M , Hultcrantz, Malin , Mailankody, Sham , Hassoun, Hani , Shah, Urvi A , Tan, Carlyn R , Brown, Elizabeth E , Winterkorn, Lara , Chu, Timothy , Steinsnyder, Zoe , Vaksman, Zalman , Davies, Faith E , Korde, Neha , Landgren, C Ola , Raab, Marc S , Lesokhin, Alexander M , Robine, Nicolas , Weinhold, Niels , Usmani, Saad , Maura, Francesco , Morgan, Gareth J , Baughn, Linda B , Diamond, Benjamin T , Blaney, Patrick , Poos, Alexandra M. , Doǧan, Ahmet , Boyle, Eileen M. , Shah, Urvi A. , Davies, Faith E. , Landgren, Ola , Raab, Marc S. , Lesokhin, Alexander M. , Usmani, Saad Z. , Maura, Francesco , Morgan, Gareth J.

Blood Cancer Discovery | June 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: OF1-OF17

10.1158/2643-3230.bcd-25-0259 Get It

Abstract Studies have reported conflicting findings regarding the contribution of germline variants or somatic genomic drivers to racial disparities in multiple myeloma. To comprehensively investigate somatic drivers in relation to inherited genetics in multiple myeloma, we combined newly sequenced whole-genome sequencing data with publicly available datasets (total n = 1,286). Overall, we did not identify germline or somatic genomic differences that explain the different risk of developing multiple myeloma between patients with genetic similarity to African (AFR) or European (EUR) reference populations. A difference in the detectability and timing of APOBEC-associated and germinal center mutational activity was observed. Integrating epidemiologic data and mutational signature-based temporal estimates, we challenge the assumption that individuals in the AFR group develop multiple myeloma at a younger age. Finally, we demonstrate that, with equal access to efficacious therapies, patients in the AFR and EUR groups have equivalent clinical outcomes. Significance: Multiple myeloma is reported to occur at higher rates in individuals who self-identify as non-Hispanic Black. In this large dataset, genomic drivers occur at the same rate among ancestry groups, except for APOBEC mutagenesis. With equivalent therapy, clinical outcomes did not differ for patients grouped by genetic ancestry similarity.
Treatment of Multiple Myeloma: ASCO Living Guideline, Version 2026.1.1
Banerjee, Rahul , Cheung, Matthew C. , Derman, Benjamin, Messersmith, Hans , Bhella, Sita, Chmielewski, Cynthia, Ebraheem, Mohammad, Kennedy, C. Todd , Kumar, Shaji , Langerak, Alan, Mian, Hira , Seth, Rahul, Subramanian, Latha, Wildes, Tanya M., Zanwar, Saurabh , Zhuo, Ying, Derman, Benjamin A , Al Hadidi, Samer , Ebraheem, Mohammad S , Kennedy, C Todd , Kumar, Shaji K , Lipe, Brea , Mian, Hira , Riva, Eloisa , Usmani, Saad , Wildes, Tanya , Zanwar, Saurabh S , Hicks, Lisa K. , Messersmith, Hans , Banerjee, Rahul , Derman, Benjamin A. , Chmielewski, Cynthia, Langerak, Alan, Seth, Rahul, Usmani, Saad Z. , Wildes, Tanya M.

Journal of Clinical Oncology | May 20, 2026 | Volume: 44 | Issue: 22 | Pages: No page available

10.1200/jco-26-01139 Get It

This guideline has been updated. This ASCO Living Guideline is reviewed on an eight-week cycle. Please see the online dynamic version for the latest updates. Living guidelines are developed for selected topic areas with rapidly evolving evidence that drives frequent change in recommended clinical practice. Living guidelines are updated on a regular schedule by a standing expert panel that systematically reviews the health literature on a continuous basis, as described in the ASCO Guidelines Methodology Manual . ASCO Living Guidelines follow the ASCO Conflict of Interest Policy Implementation for Clinical Practice Guidelines . Living Guidelines and updates are not intended to substitute for independent professional judgment of the treating clinician and do not account for individual variation among patients. See appendix for disclaimers and other important information ( Appendix 1 and Appendix 2 ). Updates are published regularly and can be found on the ASCO Publications website .
A High-Fiber, Plant-Based Diet in Myeloma Precursor Disorders: Results from the NUTRIVENTION Clinical Trial and Preclinical Vk*MYC Model
Shah, Urvi A. , Cogrossi, Laura Lucia , Garcés, Juan‐José , Policastro, Anna , Castro, Francesca , Derkach, Andriy , Fei, Teng , DeWolf, Susan , Grioni, Matteo , Sisti, Sofia , Blaslov, Jenna , Adintori, Peter , McAvoy, Devin , Baichoo, Mirae , Paredes, Jenny , Anuraj, Aishwarya , Pohl, Charlotte , Zinsmeyer, Victoria , Gipson, Brianna , Marchigiani, Camilla , Pagani, Sara , Salehi, Erica , Block, Torin , Korde, Neha , Tan, Carlyn , Hultcrantz, Malin , Hassoun, Hani , Scordo, Michael , Lahoud, Oscar , Landau, Heather , Peled, Jonathan U. , Chesi, Marta , Mailankody, Sham , D’Souza, Anita , Iyengar, Neil M. , Adintori, Peter A , Hosszu, Kinga K , McAvoy, Devin , Baichoo, Mirae , Cross, Justin R , Paredes, Jenny , Anuraj, Aishwarya , Raj, Sandeep S , Pohl, Charlotte , Zordan, Paola , Zinsmeyer, Victoria , Jesus Faustino Ramos, Ruben J , Lorenzoni, Marco , Gipson, Brianna , Maclachlan, Kylee , Gradissimo, Ana , Boiocchi, Leonardo , Aleynick, Nathan , Marchigiani, Camilla , Pagani, Sara , Salehi, Erica , Koche, Richard P , Chaligne, Ronan , Block, Torin , Korde, Neha , Tan, Carlyn R , Hultcrantz, Malin , Hassoun, Hani , Shah, Gunjan L , Scordo, Michael , Lahoud, Oscar B , Chung, David J , Landau, Heather , Peled, Jonathan U , Clementi, Nicola , Chesi, Marta , Bergsagel, P. Leif , Mailankody, Sham , Pollak, Michael N , D'Souza, Anita , Landgren, C Ola , Chimonas, Susan , Giralt, Sergio , Usmani, Saad , Iyengar, Neil M , Lesokhin, Alexander M , van den Brink, Marcel R M , Bellone, Matteo , Shah, Urvi A , Derkach, Andriy , Garces, Juan-Jose , Fei, Teng , Maclachlan, Kylee , Aleynick, Nathan , Shah, Gunjan L. , Bergsagel, P. Leif , Pollak, Michaël , Landgren, Ola , Giralt, Sergio , Usmani, Saad Z. , Lesokhin, Alexander M. , Bellone, Matteo

Cancer Discovery | December 4, 2025 | Volume: 16 | Issue: 4 | Pages: 697-720

10.1158/2159-8290.cd-25-1101 Get It

Abstract Consumption of a Western diet and high body mass index (BMI) are risk factors for progression from premalignant phenotypes to multiple myeloma, a hematologic cancer. In the NUTRIVENTION trial (NCT04920084), we administered a high-fiber, plant-based diet (HFPBD; meals for 12 weeks, coaching for 24 weeks) to 23 participants with myeloma precursor states and elevated BMI. The intervention was feasible and improved quality of life and modifiable risk factors: metabolic (BMI, insulin resistance), microbiome (diversity, composition), and immune (inflammation, monocyte subsets). Disease progression trajectory improved (n = 2) or was stable. Findings were translated to Vk*MYC mice modeling the myeloma precursor state, in which a high-fiber diet (HFD) delayed disease progression through improved metabolism and microbiome composition, leading to increased short-chain fatty acid production that reinvigorated antitumor immunity and inhibited tumor growth. These effects from fiber consumption were independent of calorie restriction and weight loss. A HFD is a low-risk intervention that may delay progression to myeloma. Significance: A HFPBD in participants with precursor plasma cell disorders and an elevated BMI improved metabolic, microbiome, and immune biomarkers of disease. In a subset, it may delay progression to myeloma. In mouse models, a HFD delayed progression to myeloma independent of calorie restriction. See related commentary by Fairfield and Reagan, p. 623
Genomics Define Malignant Transformation in Myeloma Precursor Conditions
Maura, Francesco , Bergsagel, P. Leif , Kumar, Shaji , Maclachlan, Kylee , Derkach, Andriy , Garcés, Juan‐José , Firestone, Ross , Braggio, Esteban , Asmann, Yan W. , Papadimitriou, Marios , Hultcrantz, Malin , Marella, Alessio , Castellano, Giancarlo , Lionetti, Marta , Matera, Antonio , Pioggia, Stefania, Vià, Matteo Da , Magistris, Claudio De, Siegel, Erin M. , Agius, Phaedra , Teer, Jamie K. , Yamashita, Yusuke , Silva, Ariosto S. , Blaney, Patrick , Patel, Krina K. , Campbell, Peter J. , Morgan, Gareth , Orlowski, Robert Z. , Shain, Kenneth H. , Bolli, Niccolò , Bergsagel, P. Leif , Kumar, Shaji K , Maclachlan, Kylee , Derkach, Andriy , Garces, Juan-Jose , Firestone, Ross , Braggio, Esteban , Asmann, Yan, Durante, Michael , Diamond, Benjamin T , Hultcrantz, Malin , Marella, Alessio , Castellano, Giancarlo , Maeda, Akihiro , Lionetti, Marta , Matera, Antonio , Da Vià, Matteo C , de Magistris, Claudio , DeAvila, Danny , Sudalagunta, Praneeth Reddy , Canevarolo, Rafael Renatino , Siegel, Erin M , Teer, Jamie K , McPherson, Andrew , Yamashita, Yusuke , Blaney, Patrick , Baz, Rachid , Patel, Krina , Fonseca, Rafael , Landgren, C Ola , Orlowski, Robert Z. , Shain, Kenneth H , Bolli, Niccolo' , Usmani, Saad , Rajkumar, S Vincent , Maura, Francesco , Ziccheddu, Bachisio , Durante, Michael , Diamond, Benjamin , Leongamornlert, Daniel , Fonseca, Rafaël , Landgren, Ola , Usmani, Saad Z. , Rajkumar, S. Vincent

Journal of Clinical Oncology | October 8, 2025 | Volume: 44 | Issue: 3 | Pages: 188-199

10.1200/jco-25-01733 Get It

Multiple myeloma (MM) is consistently preceded by monoclonal gammopathy of undetermined significance (MGUS) and smoldering multiple myeloma (SMM). While these precursor conditions are asymptomatic, they are not entirely benign and carry a lifelong risk of progression to MM. Unlike other cancers defined by pathology, malignant transformation from MGUS or SMM to MM has so far relied on demonstration of clinical end-organ damage as morphology and cytogenetics cannot reliably distinguish them. In this study, using genomic data from 374 patients with MGUS or SMM (277 training, 97 validation), to our knowledge, we demonstrate for the first time the ability to identify malignant transformation in MGUS and SMM. We introduce the concept of genomic MM and genomic MGUS to differentiate the subsets of MGUS and SMM that are biologically malignant with genomic features indistinguishable from MM from the subset that is premalignant and unlikely to progress to malignancy. Importantly, we find that most SMM has biological features of malignant transformation indistinguishable from MM. As expected, this subset that we consider having genomic MM is associated with a high risk of progression to MM although some patients remained progression-free beyond 5 years. Conversely, 60% of MGUS and 10% of SMM have no evidence of malignant transformation (genomic MGUS), with no progression during follow-up. Integration of genomic features with the 2/20/20 International Myeloma Working Group model significantly improved the prediction of progression among genomic MM. These findings support the use of genomic criteria to refine the classification and the risk stratification in myeloma precursor conditions.
International Myeloma Society/International Myeloma Working Group Consensus Recommendations on the Definition of High-Risk Multiple Myeloma
Avet‐Loiseau, Hervé , Davies, Faith E. , Samur, Mehmet , Corre, Jill , D’Agostino, Mattia , Kaiser, Martin , Raab, Marc S. , Weinhold, Niels , Gutiérrez, Norma C. , Paiva, Bruno , Walker, Brian A. , Bustoros, Mark , Stewart, A. Keith , Hillengaß, Jens , Martínez‐López, Joaquín , Sperling, Adam S. , Dhodapkar, Madhav V. , Spencer, Andrew , Parekh, Samir , Sonneveld, Pieter , Bergsagel, P. Leif , Orlowski, Robert Z. , Mateos, María‐Victoria , Kumar, Shaji , Munshi, Nikhil C. , Martinez-Lopez, Joaquin , Bergsagel, P. Leif , Samur, Mehmet K , Kaiser, Martin F , Weisel, Katja C , Maura, Francesco , Walker, Brian A , Bustoros, Mark , Stewart, A Keith , Usmani, Saad , Hillengass, Jens , Chng, Wee Joo , Keats, Jonathan J , Martinez-Lopez, Joaquin , Sperling, Adam S , Touzeau, Cyrille , Zhan, Fenghuang , Raje, Noopur S , Bolli, Niccolo' , Ghobrial, Irene M , Dhodapkar, Madhav V , Jagannath, Sundar , Spencer, Andrew , Parekh, Samir , Bahlis, Nizar Jacques , Sonneveld, Pieter , Orlowski, Robert Z. , Mateos, María-Victoria , San-Miguel, Jesus , Anderson, Kenneth C , Moreau, Philippe , Kumar, Shaji K , Munshi, Nikhil C , Raab, Marc S , Martinez-Lopez, Joaquin , Paiva, Bruno , Davies, Faith E , Corre, Jill , Mattia, D'Agostino , Neri, Paola , Maura, Francesco , Usmani, Saad Z. , Chng, Wee Joo , Keats, Jonathan J. , Touzeau, Cyrille , Zhan, Fenghuang , Raje, Noopur , Cavo, Michèle , Bolli, Niccolò , Ghobrial, Irene M. , Jagannath, Sundar , Lonial, Sagar , Morgan, Gareth J. , Rajkumar, S. Vincent , Miguel, Jesús F. San , Anderson, Kenneth C. , Moreau, Philippe , Prósper, Felipe

Journal of Clinical Oncology | June 9, 2025 | Volume: 43 | Issue: 24 | Pages: 2739-2751

10.1200/jco-24-01893 Get It

Despite significant improvements in survival of patients with multiple myeloma (MM), outcomes remain heterogeneous, and a significant proportion of patients experience suboptimal outcomes. Importantly, traditional prognostic factors based on data from patients treated with older therapies no longer capture prognosis accurately in the contemporary era of novel triplet or quadruplet therapies. Therefore, risk stratification requires refinement in the context of available and investigational treatment options in routine practice and clinical trials, respectively. The current identification of high-risk MM (HRMM) in routine practice is based on the Revised International Staging System, which stratifies patients using a combination of widely available serum biomarkers and chromosomal abnormalities assessed via fluorescence in situ hybridization. In recent years, a substantial body of evidence concerning additional clinical, biological, and molecular/genomic prognostic factors has accumulated, along with new MM risk stratification tools and consensus reports. The International Myeloma Society, along with the International Myeloma Working Group, convened an Expert Panel with the primary aim of revisiting the definition of HRMM and formulating a practical and data-driven consensus definition, based on new evidence from molecular/genomic assays, updated clinical data, and contemporary risk stratification concepts. The Panel proposes the following Consensus Genomic Staging (CGS) of HRMM which relies upon the presence of at least one of these abnormalities: (1) del(17p), with a cutoff of >20% clonal fraction, and/or TP53 mutation; (2) an IgH translocation including t(4;14), t(14;16), or t(14;20) along with 1q+ and/or del(1p32); (3) monoallelic del(1p32) along with 1q+ or biallelic del(1p32); or (4) β2 microglobulin ≥5.5 mg/L with normal creatinine (<1.2 mg/dL).
Long-Term (≥5-Year) Remission and Survival After Treatment With Ciltacabtagene Autoleucel in CARTITUDE-1 Patients With Relapsed/Refractory Multiple Myeloma
Jagannath, Sundar , Martin, Thomas G. , Lin, Yi , Cohen, Adam D. , Raje, Noopur , Htut, Myo, Deol, Abhinav , Agha, Mounzer , Berdeja, Jesús G. , Liegel, Jessica J., Dhakal, Binod , Parekh, Samir , de, Rocío Montes , Plaks, Vicki , Sun, Huabin, Banerjee, Arnob , Schecter, Jordan M. , Lendvai, Nikoletta , Lengil, Tamar, Zhu, Jieqing, Koneru, Mythili, Akram, Muhammad, Patel, Nitin , Filho, Octavio Costa, Voorhees, Peter M. , Liegel, Jessica J , Rossi, Adriana , Lieberman-Cribbin, Alex , Usmani, Saad , Dhakal, Binod , Parekh, Samir , Montes de Oca, Rocio , Jakubowiak, Andrzej , Voorhees, Peter , Cohen, Adam D , Jagannath, Sundar , Lin, Yi , Berdeja, Jesús G , Raje, Noopur S , Htut, Myo , Lesokhin, Alexander M. , Rossi, Adriana , Usmani, Saad Z. , Li, Hui, Wang, Rui , Madduri, Deepu , Jakubowiak, Andrzej

Journal of Clinical Oncology | June 3, 2025 | Volume: 43 | Issue: 25 | Pages: 2766-2771

10.1200/jco-25-00760 Get It

CARTITUDE-1 evaluated ciltacabtagene autoleucel (cilta-cel) in patients with heavily pretreated relapsed/refractory multiple myeloma (RRMM). We describe overall survival (OS), ≥5-year progression-free outcomes, associated biomarkers, and safety, with a median study follow-up of 61.3 months. For the 97 treated patients, median OS was 60.7 months (95% CI, 41.9 to not estimable). One third (32/97) of patients remain alive and progression-free for ≥5 years after a single cilta-cel infusion, without maintenance treatment. Twelve of these patients treated at a single center underwent serial minimal residual disease (MRD) and positron emission tomography-computed tomography assessments, and all (100%) were MRD-negative (at least 10 −5 threshold) and imaging-negative at year 5 or later after cilta-cel. Baseline characteristics, including the presence of high-risk cytogenetics and extramedullary disease, were generally comparable for the 32 patients who were progression-free for ≥5 years versus patients who had progressive disease by year 5. A trend of lower baseline tumor burden, higher fraction of naïve T-cells in the cilta-cel drug product, higher T cell-to-neutrophil ratio, higher hemoglobin and platelets at baseline, and higher effector-to-target ratio were associated with ≥5-year progression-free status. The safety profile of cilta-cel remained consistent with previous reports. To our knowledge, our data provide the first evidence that cilta-cel is potentially curative in patients with RRMM.
Genomic Classification and Individualized Prognosis in Multiple Myeloma
Maura, Francesco , Rajanna, Arjun Raj , Ziccheddu, Bachisio , Poos, Alexandra M. , Derkach, Andriy , Maclachlan, Kylee , Durante, Michael , Diamond, Benjamin , Papadimitriou, Marios , Davies, Faith E. , Boyle, Eileen M. , Walker, Brian A. , Hultcrantz, Malin , Silva, Ariosto, Hampton, Oliver , Teer, Jamie K. , Siegel, Erin M. , Bolli, Niccolò , Jackson, Graham , Kaiser, Martin , Cook, Gordon , Kazandjian, Dickran , Stein, Caleb, Chesi, Marta , Bergsagel, Leif, Elias, K. , Goldschmidt, Hartmut , Fenk, Roland , Rhee, Fritz Van, Usmani, Saad Z. , Shain, Kenneth H. , Weinhold, Niels , Bergsagel, P. Leif , Bergsagel, P. Leif , Davies, Faith E , Walker, Brian A , Jackson, Graham H , Pawlyn, Charlotte , Cook, Gordon , Kazandjian, Dickran , Chesi, Marta , Mai, Elias K , Goldschmidt, Hartmut , Weisel, Katja C , Fenk, Roland , Raab, Marc S , van Rhee, Frits , Usmani, Saad , Shain, Kenneth H , Weinhold, Niels , Landgren, C Ola , Bolli, Niccolo' , Boyle, Eileen M , Kaiser, Martin F , Maura, Francesco , Durante, Michael , Maclachlan, Kylee , Derkach, Andriy , Diamond, Benjamin T , Pawlyn, Charlotte , Stein, Caleb, Raab, Marc S. , Morgan, Gareth J. , Landgren, Ola

Journal of Clinical Oncology | January 9, 2024 | Volume: 42 | Issue: 11 | Pages: 1229-1240

10.1200/jco.23.01277 Get It

PURPOSE Outcomes for patients with newly diagnosed multiple myeloma (NDMM) are heterogenous, with overall survival (OS) ranging from months to over 10 years. METHODS To decipher and predict the molecular and clinical heterogeneity of NDMM, we assembled a series of 1,933 patients with available clinical, genomic, and therapeutic data. RESULTS Leveraging a comprehensive catalog of genomic drivers, we identified 12 groups, expanding on previous gene expression–based molecular classifications. To build a model predicting individualized risk in NDMM (IRMMa), we integrated clinical, genomic, and treatment variables. To correct for time-dependent variables, including high-dose melphalan followed by autologous stem-cell transplantation (HDM-ASCT), and maintenance therapy, a multi-state model was designed. The IRMMa model accuracy was significantly higher than all comparator prognostic models, with a c-index for OS of 0.726, compared with International Staging System (ISS; 0.61), revised-ISS (0.572), and R2-ISS (0.625). Integral to model accuracy was 20 genomic features, including 1q21 gain/amp, del 1p, TP53 loss, NSD2 translocations, APOBEC mutational signatures, and copy-number signatures (reflecting the complex structural variant chromothripsis). IRMMa accuracy and superiority compared with other prognostic models were validated on 256 patients enrolled in the GMMG-HD6 (ClinicalTrials.gov identifier: NCT02495922 ) clinical trial. Individualized patient risks were significantly affected across the 12 genomic groups by different treatment strategies (ie, treatment variance), which was used to identify patients for whom HDM-ASCT is particularly effective versus patients for whom the impact is limited. CONCLUSION Integrating clinical, demographic, genomic, and therapeutic data, to our knowledge, we have developed the first individualized risk-prediction model enabling personally tailored therapeutic decisions for patients with NDMM.
Plain Language Summary of the MAIA Study of Daratumumab Plus Lenalidomide and Dexamethasone for the Treatment of People with Newly Diagnosed Multiple Myeloma
Kumar, Shaji , Plesner, Torben , Orlowski, Robert Z. , Hulin, Cyrille , Goldschmidt, Hartmut , Macro, Margaret , Leleu, Xavier , Wang, Jianping , Rampelbergh, Rian Van , Uhlar, Clarissa, Vermeulen, Jessica, Duran, Joana , Borgsten, Fredrik, Usmani, Saad Z. , Orlowski, Robert Z. , Usmani, Saad , Facon, Thierry T.F. , Moreau, Philippe , Bahlis, Nizar Jacques , Basu, Supratik , Nahi, Hareth , Quach, Hang , Perrot, Aurore , Weisel, Katja C , Raje, Noopur , Frenzel, Laurent

Future Oncology | May 22, 2023 | Volume: 19 | Issue: 13 | Pages: 887-895

10.2217/fon-2023-0082 Get It