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540 citation(s) found for "Hayman, Suzanne".

EBV‐Positive Sinonasal Plasma Cell Neoplasms: A Case Series With Favorable Outcomes in Elderly Males
Jum'ah, Husam A, Hayman, Suzanne R.

Mayo Clinic

eJHaem | October 1, 2026 | Volume: 7 | Issue: 5 | Pages: No page available

10.1002/jha2.70418 | PMID 42824828 Get It

ABSTRACT Introduction Epstein–Barr virus positive plasma cell neoplasms in immunocompetent hosts typically behave like aggressive lymphomas, often classified as plasmablastic lymphoma. We evaluated six sinonasal neoplasms in elderly males with unusually indolent courses at Mayo Clinic. Methods A single‐center, retrospective review of plasmablastic lymphoma cases identified six cases with unusually favorable outcomes. We analyzed clinical presentations, pathologic features, and treatment outcomes. Results All patients were male with age range 61‐80 years. Five patients had Ann Arbor stage IE disease and one had Stage IV; all lacked B symptoms, and LDH was normal in five. Histologic evaluation revealed mixed mature plasma cell and plasmablastic features in three cases and pure plasmablastic morphology in three. All cases demonstrated EBER and CD138 positivity with monotypic light chain restriction (3 κ , 3 λ ). Four patients recieved systemic chemotherapy, one had local radiation alone, and one was observed. No patients died of this disease within the follow‐up period. Conclusions These neoplasms show less aggressive behavior than typical plasmablastic lymphoma, suggesting this sinonasal disease represents a distinct indolent subset of EBV positive PCNs. Trial Registration The authors have confirmed clinical trial registration is not needed for this submission.
Chromosome 1q Gain Defines a Plasma Cell–Dominant Adverse‐Risk Subtype in AL Amyloidosis With Inferior Long‐Term Survival
Hellou, Tamer , Gauto‐Mariotti, Estefania , Alnughmush, Ahmed , Baughn, Linda B. , Kapoor, Prashant , Zanwar, Saurabh , Suzuki, Shinichiro , Steinhardt, Maximilian , Packard, Daniel George , Kourelis, Taxiarchis , Hayman, Suzanne R. , Hwa, Yi L. , Fonder, A., Hobbs, Miriam, Warsame, Rahma, Abdallah, Nadine , Kyle, Robert A., Kumar, Shaji , Mariotti, Estefania Gauto , Steinhardt, Maximilian , Packard, Daniel G , Kourelis, Taxiarchis V, Buadi, Francis K , Dingli, David , Leung, Nelson , Hwa, Yi L , Cook, Joselle M , Binder, Moritz , Abdallah, Nadine H , Lin, Yi , Go, Ronald S , Rajkumar, S Vincent , Gonsalves, Wilson , Kumar, Shaji K , Gertz, Morie A , Dispenzieri, Angela , Muchtar, E , Baughn, Linda B , Hellou, Tamer , Buadi, Francis K. , Dingli, David , Leung, Nelson , Fonder, Amie , Hobbs, Miriam, Warsame, Rahma , Cook, Joselle , Binder, Moritz , Lin, Yi , Go, Ronald S. , Kyle, R., Rajkumar, S. Vincent , Gonsalves, Wilson I. , Gertz, Morie A. , Dispenzieri, Angela , Muchtar, Eli

Mayo Clinic

American Journal of Hematology | August 25, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/ajh.70484 | PMID 42638274 Get It

ABSTRACT The prognostic relevance of multiple myeloma (MM)‐defined high‐risk (HR) cytogenetic abnormalities in AL amyloidosis is incompletely defined. We retrospectively evaluated 517 newly diagnosed AL amyloidosis patients seen at Mayo Clinic between 2012 and 2021 who had baseline plasma cell FISH. HR cytogenetics were defined as t (4;14), t (14;16), t (14;20), del(17p), or 1q gain/amplification (+1q). HR abnormalities were identified in 151 patients (29%); +1q accounted for most HR cases (122/151, 81%). Compared with standard‐risk (SR), patients harboring +1q demonstrated a greater clonal disease burden, including higher dFLC and bone marrow plasma cells, greater intact immunoglobulin secretion, higher plasma cell proliferative index, and enrichment for modified SLiM‐CRAB features. Hematologic and organ response patterns of +1q patients were generally comparable to SR patients, whereas non‐1q HR patients had a higher proportion of early hematologic responses. Patients harboring +1q demonstrated significantly inferior overall survival (OS) compared with both non‐1q HR patients and SR patients (median OS 57 months vs. not reached vs. 120 months, p = 0.02). In multivariable piecewise Cox analysis, the adverse prognostic impact of +1q was most evident beyond 24 months from diagnosis (HR 2.89, 95% CI 1.64–5.09, p < 0.001), whereas non‐1q HR lesions were not independently prognostic. These findings suggest that +1q identifies a biologically distinct AL amyloidosis subset characterized by plasma cell–dominant features and inferior long‐term disease control. In contrast, other MM‐defined HR cytogenetic abnormalities appear to have limited prognostic relevance in AL amyloidosis.
High prevalence of iron deficiency among daratumumab‐treated newly diagnosed multiple myeloma patients
Hwa, Yi L. , Kumar, Shaji , Kapoor, Prashant , Gertz, Morie A. , Lacy, Martha Q. , Go, Ronald S. , Warsame, Rahma , Hobbs, Miriam, Fonder, Amie , Hayman, Suzanne R. , Kourelis, Taxiarchis , Kyle, Robert A. , Hwa, Yi L , Pak, Karen, Gertz, Morie A , Dingli, David D, Go, Ronald S , Leung, Nelson , Fonder, Amie L, Cook, Joselle M , Binder, Moritz , Rajkumar, S Vincent , Muchtar, E , Jevremović, Dragan , Visram, Alissa , Dingli, David , Buadi, Francis K. , Leung, Nelson , Gonsalves, Wilson I. , Rogers, Michelle, Cook, Joselle , Binder, Moritz , Rajkumar, S. Vincent , Dispenzieri, Angela , Muchtar, Eli

Mayo Clinic

British Journal of Haematology | August 3, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1111/bjh.70697 | PMID 42543782 Get It

Summary Iron deficiency (ID) is often overlooked in patients with haematological malignancies due to other potential aetiologies. Daratumumab, an anti‐cluster of differentiation 38 (anti‐CD38) monoclonal antibody, is commonly used for treating multiple myeloma (MM) in the upfront and relapsed/refractory settings. Although anaemia is a common haematological toxicity associated with daratumumab, the contribution of ID in MM patients has not been systematically investigated. We conducted a retrospective case–control study to evaluate the prevalence of ID in newly diagnosed MM (NDMM) patients. Cases were patients receiving daratumumab, ixazomib, lenalidomide and dexamethasone (Dara‐IRD, n = 55). We compared this group with an age‐ and sex‐matched cohort of patients with NDMM who received bortezomib, lenalidomide and dexamethasone (VRD, n = 20) as induction therapy. At 1‐year, nearly 50% of Dara‐IRD‐treated patients met the criteria for ID (ferritin <30 mcg/L) compared with none of the VRD‐treated controls. All Dara‐IRD‐treated patients had a decrease in ferritin at 1‐year from baseline compared with only 45% of VRD‐treated patients. These findings identify a marked clinical signal of ID among NDMM patients receiving daratumumab‐based treatment. Although the study design does not establish causality or exclude regimen‐related confounding, it highlights the need for increased awareness of the importance of monitoring iron status in MM patients treated with daratumumab‐containing regimens.
Self-reported geriatric impairments and treatment toxicity in older patients with multiple myeloma
Abdallah, Nadine , Marar, Rosalyn, Yee, Claire , Bodily, Anna, Truman, Mia, Wildes, Tanya, Weivoda, Megan , Aug, Sarah, Smith, Byron, Kapoor, Prashant , Hayman, Suzanne R. , Dingli, David, Gonsalves, Wilson I, Zanwar, Saurabh , Kourelis, Taxiarchis , Warsame, Rahma , Lin, Yi, Rajkumar, S Vincent, Kumar, Shaji , Yee, Claire , Menser, Terri , Weivoda, Megan , Buadi, Francis K , Dispenzieri, Angela , Cook, Joselle M , Zanwar, Saurabh S , Binder, Moritz , Kourelis, Taxiarchis , Gertz, Morie A , Warsame, Rahma , Dueck, A. C. , Kumar, Shaji K , Wildes, Tanya M. , Buadi, Francis K. , Dispenzieri, Angela , Dingli, David , Gonsalves, Wilson I. , Cook, Joselle , Binder, Moritz , Gertz, Morie A. , Rajkumar, S. Vincent , Dueck, Amylou C.

Mayo Clinic

Blood Advances | July 28, 2026 | Volume: 10 | Issue: 20 | Pages: 6957-6967

10.1182/bloodadvances.2026020579 | PMID 42508993 Get It

Abstract Frailty influences treatment outcomes in older patients with multiple myeloma (MM), yet existing frailty tools capture limited geriatric domains and are incompletely studied in the context of contemporary therapies. We prospectively evaluated patient-reported comprehensive geriatric assessment (CGA) domains and their associations with treatment toxicity and patient-reported outcomes (PRO) in older adults with MM. Patients aged ≥60 years with newly diagnosed or relapsed/refractory MM initiating a new therapy completed electronic CGA and PRO questionnaires at baseline and 4 months. Outcomes included clinician- and patient-reported treatment toxicity, treatment adaptations, health care use, and health-related quality of life (HRQOL). A cumulative deficit frailty index (FI) was derived from CGA and HRQOL domains. Among 90 patients (mean age, 72 years), geriatric impairments were common, particularly physical function domains. High-grade nonhematologic toxicities were significantly associated with older age, comorbidities, patient-reported functional limitations, and anxiety. Toxicity rates on the PRO version of the Common Terminology Criteria for Adverse Events (CTCAE) were higher than on CTCAE, highlighting a discordance between physician- and patient-reported treatment toxicity. Frailty was present in 22% and associated with worse baseline HRQOL and increased high-grade nonhematologic toxicity but not treatment adaptations or health care use. Average CGA and HRQOL scores remained stable over 4 months, although individual trajectories varied. Patient-reported geriatric impairments are prevalent in older adults with MM and strongly associated with nonhematologic toxicities even in the contemporary treatment era. Physician-reported CTCAE may not fully reflect patients' symptom burden. Heterogeneity in individual geriatric trajectories during treatment emphasize the need for longitudinal assessment. This study was registered at www.clinicaltrials.gov as NCT05918185.
Predictors of posttransplant measurable residual disease negativity and impact on clinical outcomes in multiple myeloma
Bolarinwa, Abiola , Zanwar, Saurabh , Abdallah, Nadine , Nagaraj, Madhu , Seth, Sukriti, Buadi, Francis K. , Hayman, Suzanne R. , Gertz, Morie A. , Muchtar, Eli , Kapoor, Prashant , Gonsalves, Wilson I, Kourelis, Taxiarchis , Dingli, David, Warsame, Rahma , Lin, Yi, Hwa, Y., Rogers, Michelle Genevieve, Hobbs, Miriam A, Fonder, Amie , Jevremovic, Dragan, Rajkumar, S Vincent, Kumar, Shaji , Zanwar, Saurabh S , Dispenzieri, Angela , Muchtar, E , Kourelis, Taxiarchis , Warsame, Rahma , Leung, Nelson , Cook, Joselle M , Binder, Moritz , Hwa, Yi Lisa, Fonder, Amie , Kumar, Shaji K , Gertz, Morie A , Buadi, Francis K , Bolarinwa, Abiola B , Dispenzieri, Angela , Gonsalves, Wilson I. , Dingli, David , Leung, Nelson , Cook, Joselle , Binder, Moritz , Hobbs, Miriam, Jevremović, Dragan , Rajkumar, S. Vincent

Mayo Clinic

Blood Advances | July 28, 2026 | Volume: 10 | Issue: 19 | Pages: 6694-6702

10.1182/bloodadvances.2026020294 | PMID 42508994 Get It

Abstract Measurable residual disease (MRD) is a powerful prognostic tool in multiple myeloma, but predictors of achieving MRD negativity after autologous stem cell transplantation (ASCT) are not well defined. We studied 814 patients who achieved at least a very good partial response after ASCT between January 2016 and January 2023 and underwent MRD assessment by next-generation flow cytometry. Overall, 387 (48%) achieved MRD negativity after ASCT. The presence of t(11;14) (odds ratio [OR], 2.1; 95% confidence interval [CI], 1.4–3.2; P&lt; .01) and pretransplant response less than complete remission (OR, 2.1; 95% CI, 1.2-3.7; P&lt; .01) independently predicted MRD positivity. Patients who were MRD positive had inferior progression-free survival (PFS; hazard ratio [HR], 1.99; 95% CI, 1.53-2.58; P&lt; .001) and overall survival (HR, 1.62; 95% CI, 1.10-2.28; P = .009). Despite lower MRD-negative rate, 5-year PFS was similar among t(11;14) MRD positive (58%) and patients who were MRD negative (63%; P = .12). In patients who were MRD negative, the 5-year PFS was 73% in those without ≥2 HRCA compared with 55% in those with ≥2 HRCA (HR 1.9, 95% CI 1.2–3.3; P = .01). In the MRD-positive cohort, 5-year PFS was 53% in patients without ≥2 HRCA vs 17% in those with ≥2 HRCA (HR, 2.4; 95% CI, 1.6-3.6; P&lt; .01). In addition, higher residual clonal plasma cell burden within MRD-positive disease was associated with inferior PFS (HR, 2.4; 95% CI, 1.2-6.9; P = .002). This study highlights that the presence of t(11;14) independently predicts MRD positivity after ASCT, although it does not significantly affect prognosis in this subgroup.
Clinical course, risk factors, and therapeutic response in multiple myeloma with central nervous system involvement
Xiao, Alexander , Zanwar, Saurabh , Lin, Yi, Kapoor, Prashant , Abdallah, Nadine , Baudi, Francis, Dingli, David, Gertz, Morie A. , Gonsalves, Wilson I, Hayman, Suzanne R. , Kourelis, Taxiarchis , Tan, Melinda SY, Warsame, Rahma , Rajkumar, S Vincent, Kumar, Shaji , Dingli, David , Buadi, Francis K. , Lin, Yi , Lin, Yi , Buadi, Francis K , Binder, Moritz , Dispenzieri, Angela , Dingli, David , Gertz, Morie A , Gonsalves, Wilson , Kourelis, Taxiarchis , Leung, Nelson , Muchtar, E , Siddiqui, Mustaqeem A , Tan, Melinda , Warsame, Rahma , Rajkumar, S Vincent , Kumar, Shaji K , Xiao, Alexander H , Binder, Moritz , Dispenzieri, Angela , Gonsalves, Wilson I. , Leung, Nelson , Muchtar, Eli , Siddiqui, Mustaqeem , Rajkumar, S. Vincent

Mayo Clinic

Blood Advances | June 25, 2026 | Volume: 10 | Issue: 17 | Pages: 5828-5833

10.1182/bloodadvances.2026020668 | PMID 42348786 Get It

Abstract Extramedullary disease (EMD) is increasingly recognized in relapsed/refractory multiple myeloma (MM), with central nervous system involvement (CNS-MM) representing a rare but highly aggressive manifestation associated with dismal outcomes. Data on its incidence and optimal management, particularly in the era of cellular and bispecific therapies, remain limited. We conducted a retrospective analysis of patients with MM with pathology-confirmed EMD treated at our institution between January 2000 and December 2023. CNS-MM was defined by parenchymal or leptomeningeal involvement. Clinical features, cytogenetics, treatments, and outcomes were analyzed, with predictors of CNS involvement evaluated among patients with EMD. Among 304 patients with EMD, 20 (6.5%) had CNS-MM. CNS involvement occurred a median of 19.2 months after MM diagnosis, though 15% presented at diagnosis. CNS-MM was strongly associated with high-risk cytogenetics (odds ratio [OR], 3.7) and additional visceral EMD (OR, 4.6). Median overall survival (OS) from CNS-MM diagnosis was 4.2 months. Outcomes were significantly improved in patients receiving chimeric antigen receptor T-cell therapy or bispecific antibodies, with a median OS of 19.2 months vs 1.2 months in those who did not receive immune effector therapies. Intrathecal (IT) chemotherapy demonstrated limited and transient benefit. In conclusion, CNS-MM is an aggressive complication enriched in high-risk, multifocal EMD with extremely poor prognosis. Cellular and bispecific therapies show promising activity and may meaningfully improve survival, whereas IT therapy appears to have limited efficacy. Prospective studies are needed to define optimal treatment strategies for CNS-MM.
Patterns of Progression and Clinical Outcomes After First Progression in Patients With Primary Plasma Cell Leukemia
Packard, D, Kumar, Shaji K., Dispenzieri, Angela, Kapoor, Prashant , Janda, Guneet , Hellou, Tamer , Dingli, David, Zanwar, Saurabh , Jevremovic, Dragan, Hayman, Suzanne R. , Abdallah, Nadine, Warsame, Rahma, Kourelis, Taxiarchis , Christenson, Lisa, Hobbs, Miriam, Fonder, A., Pak, Karen, Lee, Lee H. , Lin, Yi, Gertz, MA, Gonsalves, Wilson I., Packard, Daniel George , Packard, Daniel G , Leung, Nelson , Cook, Joselle M , Abdallah, Nadine H , Muchtar, E , Kourelis, Taxiarchis V, Go, Ronald S , Siddiqui, Mustaqeem A , Gertz, Morie A , Rajkumar, S Vincent , Kumar, Shaji , Dispenzieri, Angela , Buadi, Francis K. , Dingli, David , Jevremović, Dragan , Leung, Nelson , Cook, Joselle , Abdallah, Nadine , Binder, Moritz , Muchtar, Eli , Warsame, Rahma , Go, Ronald S. , Siddiqui, Mustaqeem , Christenson, Lisa, Hobbs, Miriam, Fonder, Amie , Lee, Lee H., Lin, Yi, Gertz, Morie A. , Rajkumar, S. Vincent , Gonsalves, Wilson I.

Mayo Clinic

American Journal of Hematology | June 4, 2026 | Volume: 101 | Issue: 9 | Pages: 2157-2165

10.1002/ajh.70400 | PMID 42237452 Get It

ABSTRACT Primary plasma cell leukemia (pPCL) is a rare and aggressive plasma cell disorder with inferior outcomes compared with multiple myeloma (MM). However, studies describing outcomes after first progression and subsequent lines of therapy remain limited. We retrospectively analyzed 104 patients with pPCL who progressed after first‐line therapy treated at one comprehensive cancer center between 2006 and 2024. Clinical characteristics, treatments, time to next treatment (TTNT), and overall survival (OS) were assessed using Kaplan–Meier methods. All pPCL patients received novel agent–based induction. At the time of analysis, 63% had died; median OS was 39 months. High‐risk cytogenetics were present in 71%. The median TTNT after first‐line therapy was 10 months. Symptomatic progression occurred in 29% of patients and was associated with significantly inferior subsequent OS (13 vs. 34 months) compared with those experiencing asymptomatic biochemical progression. The TTNT progressively shortened with subsequent lines of therapy (3rd line: 6 months; 4th line: 4 months; 5th line: 3 months). Notable exceptions included pPCL patients with t (11;14) treated with anti‐BCL‐2‐based regimens, who achieved a median TTNT of 13 months. Additionally, 24 patients received anti‐BCMA CAR T‐cell therapy. With a median follow‐up of 21 months, their median TTNT was 32 months. pPCL is characterized by frequent disease progression and diminishing response duration with successive therapeutic lines. Symptomatic progression portends particularly poor outcomes. Anti‐BCL‐2‐based therapy in t (11;14) disease and anti‐BCMA CAR T‐cell therapy appear to provide more durable disease control and represent important advances for the management of progressed pPCL.
Association between clonal plasma cell S-phase after autologous stem cell transplantation and survival outcomes in multiple myeloma.
Hellou, Tamer , Packard, D, Steinhardt, Maximilian J., Kumar, Shaji, Dispenzieri, Angela, Zanwar, Saurabh , Jevremovic, Dragan, Buadi, Francis, Dingli, David, Hayman, Suzanne R. , Kapoor, Prashant , Leung, Nelson, Cook, Joselle, Abdallah, Nadine, Muchtar, Eli, Kourelis, Taxiarchis, Rajkumar, S. Vincent, Gonsalves, Wilson I., Gertz, MA, Steinhardt, Maximilian , Kumar, Shaji , Dispenzieri, Angela , Jevremović, Dragan , Buadi, Francis K. , Dingli, David , Cook, Joselle , Abdallah, Nadine , Binder, Moritz , Muchtar, Eli , Kourelis, Taxiarchis , Rajkumar, S. Vincent, Gonsalves, Wilson I. , Gertz, Morie A.

Mayo Clinic

Journal of Clinical Oncology | May 28, 2026 | Volume: 44 | Issue: 16_suppl | Pages: No page available

10.1200/jco.2026.44.16_suppl.e19564 Get It

e19564 Background: Risk stratification in multiple myeloma (MM) relies on baseline staging systems and cytogenetic abnormalities, yet early relapse occurs in a subset of patients despite favorable risk features. Prior studies showed that clonal plasma cell S-phase assessed by flow cytometry using the plasma cell proliferation (PCPRO) assay at diagnosis and at autologous stem cell transplantation (ASCT) identifies biologically high-risk disease. The prognostic significance of clonal plasma cell S-phase following ASCT has not been well defined. Methods: We retrospectively analyzed MM patients who underwent ASCT within one year of diagnosis between January 1, 2013, and August 31, 2024. Patients without available post-ASCT clonal plasma cell S-phase assessment were excluded, yielding 150 evaluable patients. The proportion of clonal plasma cells in S-phase was determined by DNA content between G0/G1 and G2/M peaks and reported as a percentage. S-phase was assessed at the first post-ASCT marrow evaluation at day +60 (D45–75) and/or day +100 (D76–130), using the earlier assessment when both were available. Patients were classified as low (<2%) or high (≥2%) post-ASCT S-phase. Landmark progression-free survival (PFS) analyses were performed from the post-transplant assessment. Multivariable Cox models adjusted for cytogenetic risk, maintenance therapy, disease response at transplantation, International Staging System (ISS), and age. Results: Among 150 evaluable patients, 36 (24%) had high post-ASCT S-phase (≥2%) and 114 (76%) had low post-ASCT S-phase (<2%). Median age at ASCT was higher in the high S-phase group (64.5 vs 61.0 years; p=0.063), and advanced ISS stage (II/III) was more frequent (78% vs 57%; p=0.02). Cytogenetic risk, induction regimen, depth of response at transplantation, and maintenance therapy were similar between groups. Patients with high post-ASCT S-phase had significantly inferior PFS compared with those with low S-phase (median 17.0 vs 39.7 months; p=0.0003). On multivariable analysis, post-ASCT S-phase ≥2% remained independently associated with inferior PFS (HR 1.76, 95% CI 1.00–3.09; p=0.049). In an exploratory analysis among patients with paired S-phase assessments at the time of ASCT and post-ASCT, dynamic S-phase trajectories further stratified outcomes. Median PFS was longest in patients with persistently low S-phase (low→low; 39.7 months), intermediate in those converting from high to low S-phase (high→low; 27.2 months), and shortest in patients with newly emergent or persistently high post-ASCT S-phase (low→high: 15.0 months; high→high: 11.0 months) p=0.0019. Conclusions: Elevated proliferative activity of residual clonal plasma cells following ASCT identifies a biologically high-risk subset of MM patients with early relapse. Dynamic changes in post-ASCT S-phase further refine post-transplant risk stratification.
Prediction of progression in MGUS using transformer-based survival time-series modeling.
Kumbhar, Vaishnavi, Braun, Nicholas, Cook, Joselle, Gonsalves, Wilson I., Buadi, Francis, Hayman, Suzanne R. , Siddiqui, Mustaqeem Ahmad, Kapoor, Prashant , Dispenzieri, Angela, Vachon, C M, Kyle, Robert A., Rajkumar, S. Vincent, Kumar, Shaji, Kumbhar, Vaishnavi, Binder, Moritz , Cook, Joselle , Gonsalves, Wilson I. , Buadi, Francis K. , Siddiqui, Mustaqeem , Dispenzieri, Angela , Kyle, R., Kumar, Shaji

Mayo Clinic

Journal of Clinical Oncology | May 28, 2026 | Volume: 44 | Issue: 16_suppl | Pages: 7518-7518

10.1200/jco.2026.44.16_suppl.7518 Get It

7518 Background: Monoclonal gammopathy of undetermined significance (MGUS) is common, yet only a minority progress to malignant plasma-cell disorders. Mayo risk stratification uses baseline factors and is commonly implemented/validated in a Cox proportional hazards (CoxPH) framework, which may miss prognostic longitudinal patterns. Methods: We assembled 15,158 MGUS patients with longitudinal laboratory data and progression outcomes (smoldering multiple myeloma, multiple myeloma, AL amyloidosis, or Waldenström macroglobulinemia). We compared a Mayo-factor Cox proportional hazards (CoxPH) baseline versus STRaTS, a transformer-based survival model, to predict progression risk at 3-, 5-, and 10-year horizons. STRaTS leveraged longitudinal trajectories of routine labs including hemoglobin, platelets, differential counts (neutrophils/lymphocytes/monocytes), immunoglobulins (IgG/IgA/IgM), free light chains (kappa/lambda), M-spike, and creatinine. To minimize bias, we used laboratory results collected from 1–3 years after diagnosis and started follow-up at year 3; patients progressing before year 3 or lacking follow-up beyond year 3 were excluded. A total of 7,305 patients met eligibility and were split into train/validation/test cohorts of 4,383/1,461/1,461. Discrimination was assessed by concordance index (C-index). Clinical operating performance was evaluated on a held-out test cohort by comparing sensitivity and specificity at the same proportion of patients selected for intensified surveillance (same workload). Results: Among MGUS patients with complete baseline Mayo factors(N=3,388), Kaplan–Meier–estimated 3-/5-/10-year cumulative progression risk was 0.1/0.4/3.4% (Low), 3.0/4.3/7.9% (Low-Intermediate), 4.4/6.4/14.1% (High-Intermediate), and 8.9/12.5/16.9% (High). On a held-out test cohort, STRaTS demonstrated superior discrimination versus the Mayo-factor CoxPH (C-index 0.75 vs 0.538; p<0.0001). Both models were trained and evaluated on identical train/test splits. At the same surveillance workload, STRaTS achieved higher sensitivity with comparable specificity; when 40.3% of patients were selected for closer surveillance, 3-year sensitivity was 81.0% for STRaTS versus 47.6% for CoxPH (Table). Conclusions: Among MGUS patients who remain progression-free at 3 years, transformer-based survival modeling of longitudinal laboratory trajectories provides more accurate individualized conditional progression risk estimates and improved workload-matched identification of progressors compared with the conventional Mayo/Cox approach. Sensitivity/specificity (%). Operating Point Flagged % STRaTS Sens / Spec (%) CoxPH Sens / Spec (%) Int+High, 3y 40.3 81.0 / 58.5 47.6 / 58.9 Int+High, 5y 40.3 81.2 / 60.4 46.9 / 58.8 Int+High, 10y 40.3 25.0 / 56.3 23.8 / 58.7 Two-Group High (≥2 factors), 5y 5.6 37.4 / 93.4 35.4 / 93.1
Predictors of renal response in AL amyloidosis following anti‐plasma cell therapy: The impact of baseline serum free light chain levels and light chain isotype
Rees, Matthew J., Yohannan, Binoy, Geyer, Susan M. , Atallah‐Yunes, Suheil Albert , Toumeh, Nadia , Gertz, MA, Dispenzieri, Angela, Leung, Nelson , Hayman, Suzanne, Buadi, Francis, Dingli, David, Warsame, Rahma, Kapoor, Prashant , Kourelis, Taxiarchis, Gonsalves, Wilson, Kumar, Shaji, Gertz, Morie A. , Geyer, Susan , Gertz, Morie A , Cook, Joselle M , Rajkumar, S Vincent , Muchtar, E , Leung, Nelson , Atallah-Yunes, Albert , Rees, Matthew J. , Yohannan, Binoy, Dispenzieri, Angela , Hayman, S., Buadi, Francis K. , Cook, Joselle , Dingli, David , Warsame, Rahma , Binder, Moritz , Kourelis, Taxiarchis , Gonsalves, Wilson I. , Rajkumar, S. Vincent , Kumar, Shaji , Muchtar, Eli

Mayo Clinic

British Journal of Haematology | May 11, 2026 | Volume: 209 | Issue: 1 | Pages: 149-159

10.1111/bjh.70542 | PMID 42108212 Get It

Summary Renal response (RenR) in light‐chain (AL) amyloidosis is associated with a lower risk of end‐stage kidney disease and improved survival. However, substantial variation exists in the time to and depth of RenR. We investigated variables associated with RenR in a retrospective study of newly diagnosed AL amyloidosis patients ( n = 350) assessable for RenR between 2010 and 2022. RenRs were recorded at 6, 12 and 24 months and best response. Deep RenR was defined as a ≥renal very good partial response (RenVGPR, >60% reduction in 24‐h proteinuria or ≤200 mg). Logistic regression and competing risk methods were used to examine variables associated with RenR. The median age was 64 years, and median follow‐up was 5.5 years. On multivariable logistic regression, obtaining ≥HemVGPR within 6 months, kappa isotype, high baseline difference between involved and uninvolved free light chains (dFLC ≥40 mg/dL), renal stage and autologous haematopoietic stem cell transplant (AHSCT) were significantly associated with deep RenR. Cumulative incidence rates for deep RenR, treating death or renal progression as a competing event, demonstrated that early HemR, first‐line AHSCT, lower renal stage and dFLC ≥40 mg/dL significantly increased the likelihood of deep RenR. Specific clonal plasma cell features, namely light‐chain isotype and baseline dFLC levels, independently influence the timing and depth of RenRs in AL amyloidosis following treatment, in addition to renal stage and HemR.