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Impact of belantamab mafodotin‐induced ocular toxicity on outcomes of patients with advanced multiple myeloma
Abeykoon, Jithma P. , Kumar, Shaji , Malave, Gabriella C., Young, Kimberly , Ailawadhi, Sikander , Larsen, Jeremy T. , Muchtar, Eli , Kourelis, Taxiarchis , Warsame, Rahma , Bergsagel, Leif, Lacy, Martha Q. , Kapoor, Prashant , Bergsagel, P. Leif , Bergsagel, P. Leif , Vaxman, Iuliana , Kumar, Shaji K , Young, Kimberly S, Ailawadhi, Sikander , Muchtar, E , Gonsalves, Wilson , Kourelis, Taxiarchis , Leung, Nelson , Vaxman, Iuliana , Patel, Sanjay V. , Malave, Gabriella C, Young, Kimberly S., Dispenzieri, Angela , Gonsalves, Wilson I. , Leung, Nelson , Go, Ronald S. , Rajkumar, S. Vincent , Gertz, Morie A.

Mayo Clinic

British Journal of Haematology | June 13, 2022 | Volume: 199 | Issue: 1 | Pages: 95-99

10.1111/bjh.18298 | PMID 35694818 Get It

SummaryBelantamab mafodotin (BLMF) is a B‐cell maturation antigen‐directed antibody‐drug conjugate, recently approved for advanced multiple myeloma (MM). The impact of BLMF‐induced ocular toxicity on patient outcomes is unknown. We studied a cohort of 38 consecutively seen patients treated with BLMF outside of trials. Of those, 75% experienced ocular toxicity, with 69% developing keratopathy. Among patients requiring ocular toxicity‐related permanent BLMF discontinuation (14%) or dose reduction (11%), 70% had progression of MM within a median of 3 months (95% confidence interval: 0.2–not reached) following BLMF interruption or dose reduction. Ocular toxicity is a major deterrent to the continuous use of BLMF in routine clinical practice. Measures to successfully prevent and mitigate ocular toxicity should be developed to achieve the full potential of this agent.
Impact of second primary malignancy post-autologous hematopoietic stem cell transplantation on outcomes of multiple myeloma: A CIBMTR analysis.
Ragon, Brittany Knick , Estrada‐Merly, Noel, Fraser, Raphael , George, Gemlyn , Gowda, Lohith , Shah, Nina , Qazilbash, Muzaffar H. , Kumar, Shaji , Horowitz, Mary M. , Usmani, Saad Zafar, D’Souza, Anita , Usmani, Saad Zafar, Shah, Meera

Mayo Clinic

Journal of Clinical Oncology | June 6, 2022 | Volume: 40 | Issue: 16_suppl | Pages: 8057-8057

10.1200/jco.2022.40.16_suppl.8057 Get It

8057 Background: Following autologous hematopoietic stem cell transplant (auto HCT), maintenance therapies improve survival, reduce relapse risk in multiple myeloma (MM), and are the de facto standard-of-care. However, clinical trials have shown an increased risk of second primary malignancies (SPM) with maintenance therapy, including second hematological malignancies (SHM). We examined data from the Center for International Blood and Marrow Transplant Research (CIBMTR) registry to evaluate the impact of SPM on progression-free (PFS) and overall survival (OS) and the utilization of allogeneic HCT in patients with therapy-related myeloid neoplasms (t-MN). Methods: Adult patients (pts) with MM who underwent first auto HCT in the United States with a melphalan conditioning regimen from 2011-2018 and subsequently received maintenance therapy were included (N=3948). The primary endpoint of interest was the impact of SPM and SHM on OS. Multivariate analytic (MVA) modelling was applied, accounting for competing risks while integrating significant covariates to determine the impact of SPM on PFS and OS. Finally, we studied the utilization and survival following allogeneic HCT for SHM. Results: Baseline characteristics were similar between the two groups. Maintenance regimens used were lenalidomide (2836, 72%), bortezomib (370,9 %) or lenalidomide + bortezomib (372, 9%) based combinations. At a median follow up of 37 months, 175 (5%) pts developed SPM, including 112 (64%) solid 36 (21%) myeloid, and 27 (15%) lymphoid cancers. In MVA, the development of SPM and SHM was associated with an inferior PFS (HR 2.62, P<0.001 and HR 5.01, P<0.001, respectively) and OS (HR 3.85, P<0.001 and 8.13, P<0.001, respectively). The two commonest causes of death were MM (42%) and SPM (30%) for those developing SPM. Similarly, MM (53%) and SHM (18%) were the two commonest causes of death for those developing SHM. Nine (14%,5 t-MDS and 4 t-AML) of 63 patients with SHM underwent an allogeneic HCT. Patients undergoing allogeneic HCT were more likely to have Karnofsky score ≥90 (100% vs. 50%, P=0.02) compared to those who did not. One year survival from allo SCT was 66.7% (CI 34.6-92%). Conclusions: The three-year cumulative incidence of SPM was 3.3 (2.6-4)% in this large contemporaneous CIBMTR cohort. Disease relapse remains the primary cause of death in MM patients who develop SPM or SHM. Given the median OS for MM is now > 10 years, longer follow-up is needed to assess the SPM and SHM risks with maintenance therapy post-auto HCT.
Myeloma developing regimens using genomics (MyDRUG) trial: Results from the RAS mutation targeting arm.
Kumar, Shaji , Biran, Noa , Hultcrantz, Malin , Vij, Ravi , Ye, Jing Christine, Zonder, Jeffrey A. , DiLello, Lauren, Yesil, Jen, Bianchi, Giada , Richter, Joshua , Cho, Hearn Jay

Mayo Clinic

Journal of Clinical Oncology | June 6, 2022 | Volume: 40 | Issue: 16_suppl | Pages: 8055-8055

10.1200/jco.2022.40.16_suppl.8055 Get It

8055 Background: Multiple myeloma (MM) is characterized by somatic mutations involving cancer-associated genes. The most commonly mutated genes are N- and K-Ras, which increase in prevalence as the disease progresses. Case reports and retrospective data suggest efficacy of targeting the MAPK pathway in N/K-Ras mutated MM. The MyDRUG trial was initiated to explore the efficacy of specific molecularly-targeted therapies in combination with standard therapies in MM. Methods: MyDRUG (NCT03732703) is a genomically-guided umbrella trial for patients with functional high-risk MM, defined as early relapse following primary therapy (3 years for transplant with maintenance, 18 months without), with specific genetic abnormalities. Subjects undergo molecular profiling of their MM cells and are assigned to a targeted arm if a variant allele frequency (VAF) over 25% is identified. The targeted mutated genes and respective agents (approved for non-MM indications and with a known phase 2 dose) are: KRAS/NRAS/BRAF (cobimetinib), FGFR3 (enasidenib), IDH (erdafitinib), CDKN2C (abemaciclib), t(11;14) (venetoclax). Patients receive the investigational drug for 2 cycles as a single agent followed by addition of an active MM combination (ixazomib, pomalidomide and dexamethasone, IPd). Limited dose escalation was performed with the single agent followed by dose assessment in combination with IPd. Here we present the results of the dose escalation portion of C1 arm exploring cobimetinib in patients with N/K-RAS or BRAF mutations. Cobimetinib was administered at 40 mg daily in combination with standard doses of IPd. Results: Eleven subjects with BRAF/RAS mutations were screened between August 2019 and October 2020, with 4 screen failures. Seven were enrolled, 5 males, median age 65 years, and median time from diagnosis of 30 months. N-RAS, K-RAS or BRAF mutations were seen in 4, 2, and 1 subject(s), respectively, with VAF ranging from 33-93%. Median number of prior lines of therapy was 1 (1-3), 3 patients had extramedullary disease, and 1 patient had high risk cytogenetics. Median duration of therapy was 12 months. One patient was not evaluable for dose limiting toxicity. All but 1 patient had at least one cycle delayed due to adverse events (AEs), but no dose reductions were required. No dose limiting toxicities were observed across the cycles, either during single agent therapy (Cycles 1-2) or in combination with IPd (Cycles 3 and 4). Six patients responded to therapy (4 PR, 2 VGPR). One patient was not response evaluable. Fatigue was the most common non-hematological AE followed by diarrhea. Conclusions: Here we report on the feasibility of genomically-guided, precision medicine therapy in K/N-RAS/BRAF-mutated MM. The MEK inhibitor cobimetinib in combination with IPd appears safe in functionally high-risk patients. Ongoing study will provide more information regarding the efficacy of this approach. Clinical trial information: NCT03732703.
Time to response, duration of response, and patient-reported outcomes (PROs) with daratumumab (DARA) plus lenalidomide and dexamethasone (D-Rd) versus lenalidomide and dexamethasone (Rd) alone in transplant-ineligible patients with newly diagnosed multiple
Kumar, Shaji , Plesner, Torben , Goldschmidt, Hartmut , Venner, Christopher P. , Mace, Joseph R., Tiab, Mourad, Macro, Margaret , Leleu, Xavier , Pei, Huiling , Borgsten, Fredrik, Usmani, Saad Zafar, Facon, Thierry T.F. , Moreau, Philippe , Bahlis, Nizar Jacques , O’Dwyer, Michael , Perrot, Aurore , Weisel, Katja C , Raje, Noopur , Frenzel, Laurent , Usmani, Saad Zafar

Mayo Clinic

Journal of Clinical Oncology | June 6, 2022 | Volume: 40 | Issue: 16_suppl | Pages: 8044-8044

10.1200/jco.2022.40.16_suppl.8044 Get It

8044 Background: In the phase 3 MAIA study, adding DARA to Rd improved progression-free survival (primary endpoint), overall survival, duration of response, and PROs in transplant-ineligible pts with NDMM. We report a MAIA subgroup analysis of time to response, duration of response, and PROs. Methods: Transplant-ineligible pts with NDMM received 28-day cycles of Rd (R 25 mg PO on Days 1-21; d 40 mg PO QW) ± DARA (16 mg/kg IV QW in Cycles 1-2, Q2W in Cycles 3-6, and Q4W thereafter) until disease progression or unacceptable toxicity. Secondary endpoints included time to response and duration of response. PROs were measured using the EORTC QLQ-C30, with treatment effects assessed via mixed-effects model with repeated measures. Results: In total, 368 pts were assigned to the D-Rd group and 369 pts to the Rd group; 162 (44%) D-Rd pts and 142 (38%) Rd pts had renal impairment (defined as baseline CrCl ≤60 mL/min). At a 56.2-mo median follow-up, median times to very good partial response or better (≥VGPR) and complete response or better (≥CR) were shorter with D-Rd vs Rd in the overall study population and in the subgroups of pts with and without renal impairment (Table). Among pts who achieved ≥CR or partial response or better (≥PR), higher proportions of D-Rd vs Rd pts had not experienced disease progression at 48 mo (Table). Among pts with renal impairment, greater improvements from baseline in pt-reported pain, fatigue, and nausea and vomiting symptom scores were observed with D-Rd vs Rd across most timepoints; a notably greater meaningful reduction in pain symptom score was seen with D-Rd vs Rd as early as Cycle 6 Day 1 (least squares mean change from baseline, −14.9 vs −7.0; P=0.0241). Analyses for additional pt subgroups will be presented. Conclusions: In transplant-ineligible pts with NDMM, D-Rd showed more rapid deep responses as well as more durable responses vs Rd, regardless of renal function. Improvements in pt-reported symptoms were generally greater with D-Rd vs Rd in pts with renal impairment. Our results support the use of D-Rd in transplant-ineligible pts with NDMM. Clinical trial information: NCT02252172. [Table: see text]
Prognostic value of early bone marrow MRD status in CAR-T therapy for myeloma.
Bansal, Radhika , Baksh, Mizba , Larsen, Jeremy T. , Hathcock, Matthew , Stewart, Keith, Kapoor, Prashant , Kourelis, Taxiarchis , Hayman, Suzanne R. , Warsame, Rahma , Kumar, Shaji , Dingli, David , Fonseca, Rafaël , Bergsagel, P. Leif , Ailawadhi, Sikander , Lin, Yi

Mayo Clinic

Journal of Clinical Oncology | June 6, 2022 | Volume: 40 | Issue: 16_suppl | Pages: 8022-8022

10.1200/jco.2022.40.16_suppl.8022 Get It

8022 Background: Bone marrow (BM) assessment of minimal residual disease (MRD) is being considered as a surrogate endpoint in clinical trials and is prognostic for survival in multiple myeloma (MM). Timing of BM assessment is variable across Chimeric Antigen Receptor T cell (CART) therapy trials and differs from standard of care practice. BM myeloma cell clearance can be detected by month 1 post CART, even before serum immunofixation becomes negative. BM is still hypocellular at month 1, thus prognostic value of MRD negative (MRDneg) at this timepoint is unclear. We examined impact of Day 30 MRD status in patients (pts) who received CART at Mayo Clinic. Methods: Medical records were reviewed retrospectively for MM pts who received CART between 8/2016 and 6/2021. PFS and OS were plotted by Kaplan-Meier method. Results: Sixty MM pts received CART and had BM biopsy at month 1. Median age was 62 yrs, 53% were male, and 78% were BM MRDneg by flow cytometry. Baseline demographics were similar between MRDneg and MRD+ (Table). Overall, 85% (40/47) who were month 1 BM MRDneg had i/u FLC<normal. Patients who achieved CR/sCR had higher rates of BM MRDneg (100% vs 61%, p<0.001) and i/u FLC< normal (89% vs 58%, p<0.001). At month 1, 24/60 (40%) pts had hypocellular BM. Serial BM samples at month 3 (n=35), 6 (n=28) and 12 (n=23) showed MRDneg rate of 93% (25/27), 56% (9/16) 58% (7/12), respectively.. Rate of hypocellularity was 54% (19/35), 32% (9/28) and 30% (7/23), respectively. Among the MRDneg/hypocellular pts at month 1, hypocellular BM was seen in 8/11 (73%) pts at month 3 and 2/4 (50%) pts at month 6 and 12. Compared to MRD+, pts who had BM MRDneg at months1 had longer PFS (Table). PFS was not statistically significantly different between pts who had BM MRDneg and were either hypocellular or not. MRDneg pts with i/u FLC<normal at months1 had better median PFS compared to those who did not. (MRD+:2.9 months (1.2-NR). MRDneg/FLC>normal: 4.9 months (2.3-NR). vs MRDneg/FLC<normal:17.9 months (11.8-NR), p<0.0001). Conclusions: Hypocellular BM is common in the 3 months post CART. Regardless of BM cellularity, BM MRDneg at month 1 correlates with deep response and prolonged PFS. Majority of BM MRDneg pts at month 1 also had FLC<normal. BM MRDneg status and FLC normalization were associated with longer survival. Our data support the continued evaluation of BM early post CART infusion as a prognostic tool. [Table: see text]
Impact of high-dose melphalan followed by autologous stem cell transplant in producing MRD negative complete response in newly diagnosed multiple myeloma.
Ebraheem, Mohammad, Kumar, Shaji , Kapoor, Prashant , Lacy, Martha Q. , Kourelis, Taxiarchis , Warsame, Rahma , Hayman, Suzanne R. , Kyle, Robert A. , Ebraheem, Mohammad S , Cook, Joselle , Jevremović, Dragan , Dispenzieri, Angela , Dingli, David , Buadi, Francis K. , Binder, Moritz , Muchtar, Eli , Go, Ronald S. , Leung, Nelson , Rajkumar, S. Vincent , Gonsalves, Wilson I. , Gertz, Morie A.

Mayo Clinic

Journal of Clinical Oncology | June 6, 2022 | Volume: 40 | Issue: 16_suppl | Pages: e20001-e20001

10.1200/jco.2022.40.16_suppl.e20001 Get It

e20001 Background: High dose melphalan followed by autologous stem cell transplant (HDM-ASCT) remains the standard of care for transplant-eligible patients with newly diagnosed multiple myeloma (NDMM) despite advances in treatments. Achievement of complete response (CR) is associated with improved overall survival (OS) and progression-free survival (PFS); Minimal Residual Disease (MRD) negativity (-) using next generation flow cytometry with a sensitivity of 10-5 is strongly associated with improved PFS and OS. We investigated the rates of conversion to MRD(-), especially MRD(-) CR following HDM-ASCT in patients with NDMM. Methods: We retrospectively reviewed patients with NDMM who underwent early HDM-ASCT at Mayo Clinic Rochester from May 2018 to July 2019. Response assessment was conducted after induction and within 100 days post-ASCT based on 2016 IMWG criteria, except for using Mass-Fix instead of immunofixation. MRD was assessed in bone marrow using the established Euro Flow protocol with sensitivity of 10-5. The FISH assay was used to risk-stratify patients as high-risk (HR) and standard risk (SR) cytogenetics as per the mSMART guidelines. Primary outcome measure was the conversion to MRD(-) CR after ASCT. Secondary outcomes include the overall conversion to MRD(-) irrespective of IMWG response, the impact of HR cytogenetics and pre-ASCT IMWG response on conversion to MRD(-) CR. Results: Two-hundred and ten patients were included; 126 (60%) were male and median age 62 years (range 32–77 years). There were 78 (44%) patients with HR cytogenetics. Pre-ASCT, 23 patients (11%) achieved MRD(-) CR, and 66 (31%) patients achieved MRD(-) CR post ASCT. Of 187 patients not in MRD(-) CR pre-ASCT, 45 (24%) converted to MRD(-) CR. Table provides a breakdown of the conversion rate of pre-ASCT IMWG response category to MRD(-) CR post ASCT and patients with MRD(+) CR had the highest rate (78%) of conversion. The presence of HR cytogenetics did not impact rates of MRD(-) CR achievement post ASCT irrespective of pre-ASCT IMWG response (p = 1.0). Overall, irrespective of IMWG response, 43 (20%) patients were MRD(-) pre-ASCT (19 in VGPR, 24 in CR or better) and 102 (49%) patients were MRD(-) post-ASCT (36 in VGPR, 66 in CR or better). Among 85 patients in VGPR post-ASCT, 36 were MRD(-) of which 8 (22%) progressed, while 49 were MRD(+) of which 24 (49%) progressed (p = 0.014). Conclusions: Upfront HDM-ASCT in patients with NDMM leads to deeper responses with 24% converting to MRD(-) CR and more than doubling of the total rate of MRD(-) irrespective of IMWG response. [Table: see text]
Bendamustine rituximab (BR) versus ibrutinib (Ibr) as primary therapy for Waldenström macroglobulinemia (WM): An international collaborative study.
Abeykoon, Jithma P. , Kumar, Shaji , D’Sa, Shirley , Durot, Éric , Uppal, Encarl , Morel, Pierre, Tawfiq, Reema, Cornillet‐Lefèbvre, Pascale , Kyle, Robert A. , Ansell, Stephen M. , Kapoor, Prashant , Tawfiq, Reema K , Castillo, Jorge J. , Kastritis, Efstathios , Paludo, Jonas , Sarosiek, Shayna , Ogunbiyi, Olabisi , Delmer, Alain , Gertz, Morie A. , Dimopoulos, Meletios Α. , Treon, Steven P.

Mayo Clinic

Journal of Clinical Oncology | June 6, 2022 | Volume: 40 | Issue: 16_suppl | Pages: 7566-7566

10.1200/jco.2022.40.16_suppl.7566 Get It

7566 Background: Parenteral limited-duration BR chemoimmunotherapy and continuous orally administered Ibr, a Bruton tyrosine kinase inhibitor, dominate the treatment landscape of WM, a rare B cell lymphoma. No trials have assessed the comparative effectiveness of these 2 vastly different approaches. We conducted a multiinstitutional, international, collaborative study to compare BR and single-agent Ibr in patients (pts) with treatment naïve (TN) WM. Methods: Data from 347 pts with active TN WM, seen between 2011 and 2021 in the US and Europe, were analyzed. The pts on rituximab maintenance were excluded. The modified IWWM-6 criteria (based on IgM alone) were used for response assessment. All time-to-event analyses were performed from the frontline therapy initiation, using the Kaplan-Meier method. Results: The median age of the pts treated with BR (n=208) and Ibr (n=139) was 66 (range 40-86) years (y) and 69 (39-97) y, respectively, (p=0.005). With a median follow up of 4.2 y (95% CI 3.8-4.5), the 4-y progression free survival (PFS) was 73% in each group, p=0.6, and 4-y overall survival (OS) was 94% (95% CI 91-98) in the BR group versus ( v) 82% (95% CI 75-90) in the Ibr group, p=0.01. In a bivariate analysis adjusting for age and the treatment type, only age emerged as a predictor for OS (HR 7.2, p=0.0001). Therefore, a 1:1 age-matched analysis of 246 pts who received Ibr (n=123) or BR (n=123) was performed. Pts with a known MYD88WT status who had received Ibr and their age matched controls on BR were excluded. The international prognostic scoring system (IPSS) WM was comparable between the 2 groups (Table). A higher proportion of pts on BR attained very good partial or deeper response (≥VGPR) as the best response in comparison to the pts on Ibr (Table). The 4-y PFS for the BR and Ibr groups was similar [72% (95% CI 63-82) v 78% (95% CI 70-87), p=0.14] and 4-y OS was 95% (95% CI 91-99) with BR v 86% (95% CI 80-93) with Ibr (p=0.3). Premature discontinuation, during active treatment, due to adverse effects (AEs) or lack of response was noted in 13% and 33% of pts on BR and Ibr, respectively. A detailed assessment of the AEs will be presented at the meeting. Conclusions: Both BR and Ibr lead to comparable outcomes in pts with TN WM, although deeper responses are attained with BR. These findings require confirmation in prospective studies. For pts who harbor MYD 88L265P mutation, selection between the 2 approaches should be dictated by their potential toxicities, pt comorbidities, pt/clinician preference (parenteral fixed-duration v continuous oral) and access to therapies. [Table: see text]
Neighborhood socioeconomic disadvantage, tobacco use, and cessation indicators among adults with cancer in the United States: Results from 10 ECOG-ACRIN trials.
Lee, Ju‐Whei , Gareen, Ilana F. , Kircher, Sheetal , Herman, B. , Kumar, Shaji , Neal, Joel W. , Hodi, F. Stephen , Kyriakopoulos, Christos E. , Tempany, Clare M. , Walter, Angela Wangari , Streck, Joanna M. , Mayer, Ingrid A. , Saba, Nabil F. , Atkins, Michael B. , Shanafelt, Tait D. , Wagner, Lynne I. , Land, Stephanie R , Ostroff, Jamie S , Park, Elyse R

Mayo Clinic

Journal of Clinical Oncology | June 6, 2022 | Volume: 40 | Issue: 16_suppl | Pages: 6514-6514

10.1200/jco.2022.40.16_suppl.6514 Get It

6514 Background: Tobacco use is a modifiable risk factor for adverse outcomes among patients diagnosed with cancer. Despite ASCO’s recommendation for assessment and treatment of tobacco use, integration into cancer care is suboptimal. Socioeconomic contexts influence access and utilization of tobacco treatment, but little is known about the relationship between neighborhood socioeconomic disadvantage (NSD) and tobacco assessment, assistance, and cessation among cancer patients enrolled in clinical trials. Methods: The NCI Cancer Patient Tobacco Use Questionnaire (C-TUQ) was centrally administered to participants enrolled in 10 ECOG ACRIN clinical trials (9 therapeutic, 1 imaging). We examined associations of NSD with patient-reported rates of receiving brief tobacco cessation support (i.e., Ask, Assist (counseling)) and cessation (past 30d quit attempts and duration). NSD was measured using the national Area Deprivation Index (ADI) based on participant’s zip code. Associations between ADI (low, intermediate, and high) and tobacco variables were evaluated using logistic regression and ANOVA. Results: 740 patients, completing the C-TUQ between June 2017-October 2021, can be classified as 402 (54%) never smokers, 81 (11%) current smokers, and 257 (35%) former smokers. Patients were 70% male; 94% white; 3% Hispanic; mean age 58.8 (SD 9.0). Cancer diagnoses were 36% leukemia; 19% lymphoma, 18% prostate, 11% breast; 9% melanoma, 7% myeloma, and 0.5% head and neck. Patients were categorized into high (33%), intermediate (34%) and low (33%) disadvantaged neighborhoods. Patients in high (vs. low) disadvantaged neighborhoods were more likely to report being asked about smoking (OR = 3.90; 95% CI (confidence interval), 1.61 to 9.46; p = 0.0062) but less likely to report receiving counseling to help quit smoking (OR = 0.20; 95% CI, 0.06 to 0.73; p = 0.0234). Patients from high disadvantaged neighborhoods had the shortest quit duration, followed by patients from intermediate and low disadvantaged neighborhoods (mean = 145.78, 187.66, and 210.98 months, respectively, p = 0.0372). Conclusions: Greater socioeconomic neighborhood disadvantage was associated with increased assessment of tobacco use but decreased tobacco treatment referral, and the shortest quit duration. More research is needed to promote increased referral to tobacco treatment for individuals with cancer from disadvantaged neighborhoods to promote and sustain cessation.
Sarcopenia identified by computed tomography (CT) imaging using a machine learning–based convolutional neural network (CNN) algorithm impacts survival in patients with newly diagnosed multiple myeloma (NDMM).
Nandakumar, Bharat , Abdallah, Nadine , Kumar, Shaji , Kapoor, Prashant , Lacy, Martha Q. , Hayman, Suzanne R. , Warsame, Rahma , Kourelis, Taxiarchis , Korfiatis, Panagiotis , Klug, Jason R., Dispenzieri, Angela , Dingli, David , Go, Ronald S. , Buadi, Francis K. , Leung, Nelson , Muchtar, Eli , Rajkumar, S. Vincent , Gertz, Morie A. , Baffour, Francis , Gonsalves, Wilson I.

Mayo Clinic

Journal of Clinical Oncology | June 6, 2022 | Volume: 40 | Issue: 16_suppl | Pages: 110-110

10.1200/jco.2022.40.16_suppl.110 Get It

110 Background: Sarcopenia or a loss of muscle mass increases with aging and is associated with increased overall mortality in patients with cancer. Recent advances in machine learning–based CNN algorithms have allowed for the rapid processing of digital images to produce image classifications of body composition. Since incidence of MM is highly associated with aging, we sought to determine if the presence of sarcopenia, as determined by utilizing this machine learning–based CNN algorithm on CT images, had prognostic value in patients with NDMM. Methods: We identified all patients with NDMM from January 2003 to July 2019 who had a standard-dose CT scan that included the L3 vertebral level performed within 6 months of diagnosis. Using a machine learning–based CNN-algorithm, abdominal CT images were analyzed to measure muscle area. These measurements were normalized by dividing the area values by the height of the patient squared (m2) to obtain skeletal muscle index (SMI) values. Patients were categorized as sarcopenic according to international gender-specific consensus cutoffs for SMI (male: < 55 cm2/m2 and female: < 39 cm2/m2). Patients with the following FISH cytogenetics were considered high risk (HR): t(4;14), t(14;16), t(14;20), and deletion 17p/monosomy 17 whereas the remainder were standard risk (SR). Survival analysis was performed using the Kaplan-Meier method and compared via the log-rank method. Results: The study cohort consisted of 344 patients. 68 (20%) were categorized as HR based on FISH cytogenetics.187 (54%) patients were sarcopenic based on their peri-diagnosis standard-dose CT scan. Sarcopenic patients were more likely to have ISS-3 disease (45% vs. 30%; p =.023), be male (73% vs. 48%; p <.001), and be ≥ age 75 (27% vs. 14%; p =.002) compared to non-sarcopenic patients. The median OS for patients with HR FISH and ISS 2 / 3 disease was 40 months and 57 months respectively compared to 90 months and 119 months for those with SR FISH and ISS-1 disease respectively (FISH: p <.004; ISS: p <.001). The median OS for sarcopenic patients was 44 months compared to 90 months for those not sarcopenic (p <.001). The time to next therapy (TTNT) for sarcopenic patients was 39 months compared to 45 months for those not sarcopenic (p =.05). In a multivariable model, the presence of sarcopenia (HR 1.64, 95% CI, 1.05–2.56; p =.03) retained significance in the presence of HR FISH, ISS 2 / 3 disease, and age ≥ 75. Conclusions: Gender-specific sarcopenia identified by a machine learning–based CNN algorithm significantly affects OS in patients with NDMM and is independent of age, ISS stage, and cytogenetic status. Future studies utilizing this machine learning–based methodology of assessing sarcopenia in larger prospective clinical trials are required to validate these findings.
The International Consensus Classification of Mature Lymphoid Neoplasms: a report from the Clinical Advisory Committee
Campo, Elı́as , Jaffe, Elaine S. , Cook, James R. , Quintanilla‐Martínez, Leticia , Brousset, Pierre , Cerroni, Lorenzo , Dirnhofer, Stefan , Friedberg, Jonathan W. , King, Rebecca L., Miguel, Jesús F. San , Seymour, John F. , Advani, Ranjana H. , Ansell, Stephen M. , Au, Wing-Yan, Bergsagel, Leif, Cohen, Jeffrey I. , d’Amore, Francesco, Ghobrial, Irene M. , Kim, Won-Seog, Kumar, Shaji , LaCasce, Ann S. , Laurent, Camille , Lenz, Georg, Leonard, John P. , Link, Michael P., López‐Guillermo, Armando , Mateos, María‐Victoria , Melnick, Ari , Nakamura, Shigeo, Narbaitz, Marina, Pavlovsky, Astrid , Pro, Barbara, Sander, Birgitta , Smith, Sonali M. , Staudt, Louis M. , Thieblemont, Catherine, Tousseyn, Thomas , Wilson, Wyndham H., Yoshino, Tadashi, Dreyling, Martin , Winter, Jane N., Bergsagel, P. Leif , Dirnhofer, S , Bergsagel, P. Leif , Brousset, Pierre , Dogan, Ahmet , Feldman, Andrew L , Ghia, Paolo , Salles, Gilles A , San-Miguel, Jesus , Seymour, John F , Treon, Steven , Vose, Julie , Zucca, Emanuele , Barrionuevo, Carlos , Davies, Andrew , Falini, Brunangelo , Ghobrial, Irene M , Goodlad, John R , Gribben, John G. , Hsi, Eric D , Kahl, Brad S , Kumar, Shaji K , LaCasce, Ann Steward , Mateos, María-Victoria , Macintyre, Elizabeth , Melnick, Ari , Morschhauser, Franck , Pileri, Stefano , Piris, Miguel , Rajkumar, Vincent, Shipp, Margaret Ann , Smith, Sonali M , Zinzani, Pier Luigi , Dreyling, Martin , Scott, David W , Zelenetz, Andrew D , Jaffe, Elaine S , Campo, Elías , Advani, Ranjana H , Quintanilla-Martinez, Leticia , Swerdlow, Steven H. , Anderson, Kenneth C. , Leval, Laurence de , Doǧan, Ahmet , Feldman, Andrew L. , Fend, Falko , Gaulard, Philippe , Ghia, Paolo , Horwitz, Steven M. , Salles, Gilles , Treon, Steven P. , Vose, Julie M. , Zucca, Emanuele , Chan, Wing C., Davies, Andrew , Falini, Brunangelo , Hsi, Eric D. , Kahl, Brad S. , Kim, Won Seog , Lenz, Georg , Macintyre, Elizabeth , Morschhauser, Franck , Pileri, Stefano , Piris, Miguel Á. , Rajkumar, S. Vincent , Rosen, Steven T. , Sehn, Laurie H. , Thiéblemont, Catherine , Wilson, Wyndham H. , Yoshino, Tadashi, Zinzani, Pier Luigi , Scott, David W. , Winter, Jane N. , Zelenetz, Andrew D.

Mayo Clinic

Blood | June 2, 2022 | Volume: 140 | Issue: 11 | Pages: 1229-1253

10.1182/blood.2022015851 | PMID 35653592 Get It

Abstract Since the publication of the Revised European-American Classification of Lymphoid Neoplasms in 1994, subsequent updates of the classification of lymphoid neoplasms have been generated through iterative international efforts to achieve broad consensus among hematopathologists, geneticists, molecular scientists, and clinicians. Significant progress has recently been made in the characterization of malignancies of the immune system, with many new insights provided by genomic studies. They have led to this proposal. We have followed the same process that was successfully used for the third and fourth editions of the World Health Organization Classification of Hematologic Neoplasms. The definition, recommended studies, and criteria for the diagnosis of many entities have been extensively refined. Some categories considered provisional have now been upgraded to definite entities. Terminology for some diseases has been revised to adapt nomenclature to the current knowledge of their biology, but these modifications have been restricted to well-justified situations. Major findings from recent genomic studies have impacted the conceptual framework and diagnostic criteria for many disease entities. These changes will have an impact on optimal clinical management. The conclusions of this work are summarized in this report as the proposed International Consensus Classification of mature lymphoid, histiocytic, and dendritic cell tumors.