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2.
Clin Cancer Res ; 30(17): 3919-3936, 2024 Sep 03.
Article in English | MEDLINE | ID: mdl-38900040

ABSTRACT

PURPOSE: In multiple myeloma (MM), therapy-induced clonal evolution is associated with treatment resistance and is one of the most important hindrances toward a cure for MM. To further understand the molecular mechanisms controlling the clonal evolution of MM, we applied single-cell RNA sequencing (scRNA-seq) to paired diagnostic and posttreatment bone marrow (BM) samples. EXPERIMENTAL DESIGN: scRNA-seq was performed on 38 BM samples from patients with monoclonal gammopathy of undetermined significance (n = 1), MM patients at diagnosis (n = 19), MM posttreatment (n = 17), and one healthy donor (HD). The single-cell transcriptome data of malignant plasma cells (PC) and the surrounding immune microenvironment were analyzed. RESULTS: Profiling by scRNA-seq data revealed three primary trajectories of transcriptional evolution after treatment: clonal elimination in patients with undetectable minimal residual disease (MRD-) and clonal stabilization and clonal selection in detectable MRD (MRD+) patients. We noted a metabolic shift toward fatty acid oxidation in cycling-resistant PCs, whereas selective PCs favored the NF-κB pathway. Intriguingly, when comparing the genetic and transcriptional dynamics, we found a significant correlation between genetic and nongenetic factors in driving the clonal evolution. Furthermore, we identified variations in cellular interactions between malignant PCs and the tumor microenvironment. Selective PCs showed the most robust cellular interactions with the tumor microenvironment. CONCLUSIONS: These data suggest that MM cells could rapidly adapt to induction treatment through transcriptional adaptation, metabolic adaptation, and specialized immune evasion. Targeting therapy-induced resistance mechanisms may help to avert refractory disease in MM.


Subject(s)
Clonal Evolution , Drug Resistance, Neoplasm , Multiple Myeloma , Neoplasm, Residual , Single-Cell Analysis , Tumor Microenvironment , Humans , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Multiple Myeloma/drug therapy , Single-Cell Analysis/methods , Clonal Evolution/genetics , Neoplasm, Residual/genetics , Neoplasm, Residual/pathology , Tumor Microenvironment/immunology , Tumor Microenvironment/genetics , Drug Resistance, Neoplasm/genetics , Female , Male , Middle Aged , Transcriptome , Aged , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Plasma Cells/pathology , Plasma Cells/metabolism , Plasma Cells/immunology , Bone Marrow/pathology
3.
Am J Hematol ; 99(4): 523-533, 2024 04.
Article in English | MEDLINE | ID: mdl-38247315

ABSTRACT

Current standard predictive models of disease risk do not adequately account for the heterogeneity of survival outcomes in patients with new-diagnosed multiple myeloma (NDMM). In this retrospective, multicohort study, we collected clinical and genetic data from 1792 NDMM patients and identified the prognostic impact of all features. Using the top-ranked predictive features, a weighted Myeloma Prognostic Score System (MPSS) risk model was formulated and validated to predict overall survival (OS). In the training cohort, elevated lactate dehydrogenase level (LDH), International Staging System (ISS) Stage III, thrombocytopenia, and cumulative high-risk cytogenetic aberration (HRA) numbers were found to have independent prognostic significance. Each risk factor was defined as its weighted value respectively according to their hazard ratio for OS (thrombocytopenia 2, elevated LDH 1, ISS III 2, one HRA 1, and ≥2 HRA 2, points). Patients were further stratified into four risk groups: MPSS I (22.5%, 0 points), II (17.6%, 1 points), III (38.6%, 2-3 points), and IV (21.3%, 4-7 points). MPSS risk stratification showed optimal discrimination, as well as calibration, of four risk groups with median OS of 91.0, 69.8, 45.0, and 28.0 months, for patients in MPSS I to IV groups (p < .001), respectively. Importantly, the MPSS model retained its prognostic value in the internal validation cohort and an independent external validation cohort, and exhibited significant risk distribution compared with conventional prognostic models (R-ISS, R2-ISS, and MASS). Utilization of the MPSS model in clinical practice could improve risk estimation in NDMM patients, thus prompting individualized treatment strategies.


Subject(s)
Multiple Myeloma , Humans , Prognosis , Multiple Myeloma/diagnosis , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Neoplasm Staging , Retrospective Studies , Proportional Hazards Models
5.
Ther Adv Med Oncol ; 16: 17588359231221340, 2024.
Article in English | MEDLINE | ID: mdl-38249329

ABSTRACT

Background: Deeper depth of response (DpR) after induction therapy, especially gain of negative minimal residual disease (MRD), has been linked to prolonged survival in multiple myeloma (MM). However, flow-MRD examination focuses on the numbers but not on the biological characteristics of residual plasma cells (PCs). Objectives: To explore whether the genetic features of residual tumor cells affect the survival time of patients with MM. Design: A retrospective cohort study. Methods: We investigated the clonality of cytogenetic abnormalities (CAs) of the residual PCs using interphase fluorescence in situ hybridization (iFISH) in the National Longitudinal Cohort of Hematological Diseases in China (NCT04645199). Here, a longitudinal cohort of 269 patients with patient-paired diagnostic and post-induction iFISH results was analyzed. Results: Persistent CAs after induction therapy were detected in about half of the patients (118/269, 43%), and patients with undetectable CAs showed significantly improved survival compared with those with genetically detectable MRD [median progression-free survival (mPFS): 59.7 versus 35.7 months, p < 0.001; median overall survival (mOS): 97.1 versus 68.8 months, p = 0.011]. In addition, different patterns of therapy-induced clonal evolution were observed by comparing the clonal structure of residual PCs with paired baseline samples. Patients who maintained at a high risk during follow-up had the worst survival (mPFS: 30.5 months; mOS: 54.4 months), while those who returned to lower risk or had iFISH- at both time points had the best survival (mPFS: 62.0 months, mOS: not reached). Conclusion: These findings highlighted the prognostic value of genetic testing in residual tumor cells, which may provide a deep understanding of clonal evolution and guide clinical therapeutic strategies.


Study using fluorescence in situ hybridization (iFISH) to investigate the clonality of cytogenetic abnormalities of the residual plasma cells in multiple myeloma Gain of negative minimal residual disease (MRD) has been linked to prolonged survival in cancer treatment. However, in multiple myeloma (MM), detection of MRD-negativity (MRD-) using multiparameter flow cytometry (MFC) only reflects the quantitative characteristics of residual plasma cells (PCs), while the biological and genetic features of MRD are neglected. To address this gap, our study has employed interphase fluorescence in situ hybridization (iFISH) to evaluate the clonality of cytogenetic abnormalities (CAs) of the bone marrow residual PCs after induction therapy, in combined with MRD detection by MFC to predict the prognosis of MM patients. A total of 396 patients from the database of National Longitudinal Cohort of Hematological Diseases in China (ClinicalTrials.gov identifiers: NCT04645199) were enrolled. Persistent CAs after induction therapy were detected in about half of the patients (118/269, 43%), and patients with undetectable CAs showed significantly improved survival compared with those without genetically detectable MRD. In addition, different patterns of therapy-induced clonal evolution were observed by comparing the clonal structure of residual PCs with paired baseline samples. And therapy-induced clonal evolution exerted a significant impact on patient outcomes. These findings highlighted the importance of genetic testing of residual tumor cells after induction therapy, which may represent a reliable complementary technique for flow-MRD detection and provide a further understanding of clonal evolution.

6.
Clin Cancer Res ; 30(6): 1131-1142, 2024 Mar 15.
Article in English | MEDLINE | ID: mdl-38170583

ABSTRACT

PURPOSE: We investigated both the clinical utilities and the prognostic impacts of the clonotypic peptide mass spectrometry (MS)-EasyM, a blood-based minimal residual disease (MRD) monitoring protocol in multiple myeloma. EXPERIMENTAL DESIGN: A total of 447 sequential serum samples from 56 patients with multiple myeloma were analyzed using EasyM. Patient-specific M-protein peptides were sequenced from diagnostic samples; sequential samples were quantified by EasyM to monitor the M-protein. The performance of EasyM was compared with serum immunofixation electrophoresis (IFE), bone marrow multiparameter flow cytometry (MFC), and next-generation flow cytometry (NGF) detection. The optimal balance of EasyM sensitivity/specificity versus NGF (10-5 sensitivity) was determined and the prognostic impact of MS-MRD status was investigated. RESULTS: Of the 447 serum samples detected and measured by EasyM, 397, 126, and 92 had time-matching results for comparison with serum IFE, MFC-MRD, and NGF-MRD, respectively. Using a dotp >0.9 as the MS-MRD positive, sensitivity was 99.6% versus IFE and 100.0% versus MFC and NGF. Using an MS negative cutoff informed by ROC analysis (<1.86% of that at diagnosis), EasyM sensitivity remained high versus IFE (88.3%), MFC (85.1%), and NGF (93.2%), whereas specificity increased to 90.4%, 55.8%, and 93.2%, respectively. In the multivariate analysis, older diagnostic age was an independent predictor for progression-free survival [PFS; high risk (HR), 3.15; 1.26-7.86], the best MS-MRD status (MS-MRD negative) was independent predictor for both PFS (HR, 0.25; 0.12-0.52) and overall survival (HR, 0.16; 0.06-0.40). CONCLUSIONS: EasyM is a highly sensitive and minimal invasive method of MRD monitoring in multiple myeloma; MS-MRD had significant predictive ability for survival outcomes.


Subject(s)
Multiple Myeloma , Humans , Neoplasm, Residual/diagnosis , Prognosis , Sensitivity and Specificity , Flow Cytometry/methods
7.
Cancer ; 130(3): 421-432, 2024 02 01.
Article in English | MEDLINE | ID: mdl-37846845

ABSTRACT

BACKGROUND: The duration of response to treatment is a major prognostic factor, and early relapse (ER) strongly predicts inferior survival in multiple myeloma (MM). However, the definitions of ER in MM vary from study to study and how to dynamically integrate risk distribution is still unsolved. METHODS: This study evaluated these ER definitions and further investigated the underlying relationship with static risk distribution in 629 newly diagnosed MM (NDMM) patients from the National Longitudinal Cohort of Hematological Diseases in China (NCT04645199). RESULTS: These data indicated that early relapse within 18 months (ER18) after initial treatment was the best time point for identifying early progression and dynamic high-risk in MM. The ER18 population (114 of 587, 19.4%) presented with more aggressive biologic features and the inferior response to treatment compared to a reference cohort (p < .001), with a significantly short median overall survival (OS) of 28.9 months. Multivariate analyses confirmed the most significant prognostic value of ER18 on OS in the context of International Staging System stage, elevated lactate dehydrogenase, thrombocytopenia, cytogenetic abnormalities, and treatment (hazard ratio, 4.467; p < .001). The authors also described the specific transitions from static risk profile to dynamic risk distribution and then constructed a mixed-risk-pattern to identify four novel populations with distinct survival (p < .001). Additionally, the authors proposed a second-state model that predicts dynamic risk changes, enabling a complementary role to the Revised International Staging System model in facilitating individualized systematic treatment. CONCLUSIONS: Collectively, this study concludes that ER18 is a simple and dynamic prognostic predictor in MM. In addition to static risk assessment, dynamic risk plays an important role in survival prediction.


Subject(s)
Multiple Myeloma , Humans , Neoplasm Recurrence, Local , Prognosis , Proportional Hazards Models , Risk Assessment , Retrospective Studies
8.
Haematologica ; 109(2): 591-603, 2024 Feb 01.
Article in English | MEDLINE | ID: mdl-37534514

ABSTRACT

The deletion of chromosome 17p (del(17p)) is considered a crucial prognostic factor at the time of diagnosis in patients with multiple myeloma (MM). However, the impact of del(17p) on survival at different clonal sizes at relapse, as well as the patterns of clonal evolution between diagnosis and relapse and their prognostic value, has not been well described. To address these issues, we analyzed the interphase fluorescence in situ hybridization (iFISH) results of 995 newly diagnosed MM (NDMM) patients and 293 patients with MM at their first relapse. Among these patients, 197 had paired iFISH data at diagnosis and first relapse. Our analysis of paired iFISH revealed that a minor clone of del(17p) at relapse but not at diagnosis was associated with poor prognosis in MM (hazard ratio for median overall survival 1.64 vs. 1.44). Fifty-six and 12 patients developed one or more new cytogenetic abnormalities at relapse, mainly del(17p) and gain/amp(1q), respectively. We classified the patients into six groups based on the change patterns in the clonal size of del(17p) between the two time points. Patients who did not have del(17p) during follow-up showed the best outcomes, whereas those who acquired del(17p) during their disease course, experienced compromised survival (median overall survival: 61.3 vs. 49.4 months; hazard ratio =1.64; 95% confidence interval: 1.06-2.56; P<0.05). In conclusion, our data confirmed the adverse impact of a minor clone of del(17p) at relapse and highlighted the importance of designing optimal therapeutic strategies to eliminate high-risk cytogenetic abnormalities (clinicaltrials gov. identifier: NCT04645199).


Subject(s)
Multiple Myeloma , Humans , Chromosome Aberrations , In Situ Hybridization, Fluorescence , Multiple Myeloma/therapy , Multiple Myeloma/drug therapy , Neoplasm Recurrence, Local , Prognosis
9.
Ann Hematol ; 102(11): 3195-3204, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37679605

ABSTRACT

Autologous stem cell transplantation (ASCT) is the standard therapy for patients with transplant-eligible multiple myeloma (TEMM). However, the ideal depth of response required before ASCT and the impact of residual tumor cells in the stem cell collection (SCC) on survival remains unclear. Here we collected data of 89 patients with TEMM undergoing ASCT and analyzed the minimal residual disease of SCC (cMRD) and bone marrow (BM) (mMRD) before transplantation. Before ASCT, 31.5% and 76.4% of patients achieved MRD negativity in BM and SCC, respectively. Tumor cells were less in SCC samples than that in BM samples. Neoplastic cells in SCC could be observed in patients with different responses after induction therapy, and there were no significant differences in the percentage and level of cMRD among these subgroups (P > 0.05). No correlation was found between the cMRD status and the response patients achieved after ASCT (P > 0.05). The median follow-up was 26.8 months. mMRD negativity before ASCT was associated with longer PFS (55.9 vs. 27.1 months; P = 0.009) but not OS (not reached vs. 58.9 months; P = 0.115). Patients with different cMRD statuses before ASCT experienced similar PFS (40.5 vs. 76.4 months for negativity vs. positivity; P = 0.685) and OS (not reached vs. 58.8 months for negativity vs. positivity; P = 0.889). These results suggested that detectable cMRD does not significantly predict the inferior post-ASCT response or shorter survival, and patients are eligible to undergo ASCT upon achieving partial response.

10.
Hematology ; 28(1): 2258686, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37724573

ABSTRACT

OBJECTIVE: Multiple myeloma is a highly heterogenous plasma cell malignancy, commonly seen in older patients. Age is one of the important prognostic factors. However, nearly all the prognostic staging systems are based on clinical trials, where patients were relatively fit and young. It is unknown how the presence of biochemical or cytogenetic prognostic factors and their risk weights changes with older age. To further investigate this question, we retrospectively analyzed the data from a consecutive cohort of patients treated with either bortezomib or thalidomide-based therapy. METHODS: This retrospective study was carried out on a cohort of 1125 newly diagnosed multiple myeloma patients, from January 2008 to December 2019. Patients received bortezomib or thalidomide-based induction and maintenance therapy. Patients accepted hematopoietic stem cell transplantation if eligible. Statistical analysis was conducted by Stata/MP 16.0 and SPSS 26.0. RESULTS: With age increasing, the proportion of patients with ISS 3, performance status score ≥2, and the incidence rate of gain(1q) significantly increased. We also found that ISS became less important in older patients. However, cytogenetic abnormalities exerted a consistently adverse impact on survival, both in young and old patients. Older patients had an inferior outcome than their young counterparts. All patients in our cohort benefitted more from bortezomib than thalidomide-based induction therapy, except for patients ≥71 years old. CONCLUSIONS: ISS may lose prognostic value in patients ≥71 years old. Older patients had an inferior outcome and needed more effective and less toxic treatment.Plain Language SummaryMultiple myeloma is a type of blood cancer commonly seen in older people. To treat this disease, genetic abnormality, the poor physical status of patients and the abundance of tumor cells are the main difficulties. We often draw these conclusions from clinical trials. However, clinical trials always enrolled relatively younger patients, so the presence and significance of these factors may vary from clinical trials to the real world. We conducted the study to find out the real risk in both young and old patients. We found that older patients were more likely to have anemia, poor nutritional status and renal function. We also found older patients had more risk of relapse, progression or death than young patients. Frail physical status is the key obstacle to treating older patients, and tumor burden no longer impacts the outcome of these people. Bortezomib is a powerful drug to treat this disease, but patients ≥71 years old had less benefit than younger ones. More studies should focus on older or frail patients as these patients need more effective and less toxic treatment.


Subject(s)
Multiple Myeloma , Humans , Aged , Multiple Myeloma/drug therapy , Bortezomib/therapeutic use , Retrospective Studies , Thalidomide , Prognosis
11.
Cancer Res Commun ; 3(9): 1770-1780, 2023 09.
Article in English | MEDLINE | ID: mdl-37680953

ABSTRACT

Attaining undetectable minimal residual disease (MRD) is the current therapeutic goal for multiple myeloma. But there is a current lack of data regarding the clinical benefit of autologous stem cell transplantation (ASCT) for patients with myeloma achieving early MRD-negative status after induction treatment, in addition to the interaction of longitudinal MRD status with ASCT. The current study included 407 patients with transplant-eligible multiple myeloma with available MRD status from the National Longitudinal Cohort of Hematological Diseases in China (NCT04645199), of whom 147 (34.4%) achieved early undetectable MRD and 182 (44.7%) received ASCT. Early MRD-negative status was associated with a lower risk of disease progression [HR = 0.447; 95% confidence interval (CI), 0.333-0.600; P < 0.001] and death (HR = 0.473; 95% CI, 0.320-0.700; P < 0.001). Of note, patients who achieved undetectable MRD early still benefitted from ASCT, with a remarkable improvement in the median MRD-negative duration (33.5-58.0 months, P < 0.001), progression-free survival (PFS; 46.0-88.3 months, P < 0.001), and overall survival (OS; 76.4 months to not reached, P = 0.003). These clinical benefits were more pronounced in patients with aggressive features (high-risk cytogenetic abnormalities or high tumor burden) compared with standard-risk patients. Similar results were observed in patients with detectable MRD after induction treatment. In addition, we identified four MRD-status transformation patterns following ASCT, which were strongly correlated with diverse survival outcomes (P < 0.001). Our study revealed the enhanced clinical significance of ASCT in patients with transplant-eligible myeloma, regardless of early MRD status, particularly for high-risk patients. Subsequent prospective trials are essential to validate these observations. Significance: Achieving and maintaining undetectable MRD is the current treatment goal for multiple myeloma. Our results emphasized the remarkable clinical benefit of ASCT on MRD-negative duration, PFS, and OS in patients with multiple myeloma regardless of early MRD status. These favorable impacts were more evident in patients with aggressive features. Importantly, dynamic MRD monitoring among ASCT could facilitate personalized stratification of therapeutic approaches.


Subject(s)
Hematopoietic Stem Cell Transplantation , Multiple Myeloma , Humans , Transplantation, Autologous , Multiple Myeloma/therapy , Neoplasm, Residual , Prospective Studies
13.
Cancer Biol Med ; 20(1)2023 01 12.
Article in English | MEDLINE | ID: mdl-36647781

ABSTRACT

OBJECTIVE: Evidence on the prognostic value of autologous stem cell transplantation (ASCT) and minimal residual disease (MRD) dynamics of patients with newly diagnosed multiple myeloma (NDMM) in China is limited. Our objective in the current study was to understand the current care paradigm and outcomes of these patients. METHODS: This longitudinal cohort study used historical data from three top-tier hematologic disease care hospitals that contributed to the National Longitudinal Cohort of Hematological Diseases-Multiple Myeloma. Treatment regimens [proteasome inhibitor (PI)-, immunomodulatory drug (IMiD)-, PI+IMiD-based, and conventional], post-induction response, ASCT and MRD status, and survival outcomes [progression-free survival (PFS) and overall survival (OS)] were evaluated. RESULTS: In total, 454 patients with NDMM were included (median age, 57 years; 59.0% males) with a median follow-up of 58.7 months. The overall response rate was 91.0%, 83.9%, 90.6%, and 60.9% for PI-, IMiD-, PI+IMiD-based, and conventional regimens, respectively. Patients with ASCT during first-line therapy (26.2%) had a longer PFS and OS than patients who did not receive ASCT [median PFS, 42.9 vs. 21.2 months, P < 0.001; median OS, not reached (NR) vs. 65.8 months, P < 0.001]. The median OS was NR, 71.5, and 56.6 months among patients with sustained MRD negativity, loss of MRD negativity, and persistent MRD, respectively (P < 0.001). Multivariate analysis revealed that the lactic dehydrogenase level, International Staging System stage, extra-medullary disease, and upfront ASCT were independent factors in predicting OS among NDMM patients. CONCLUSIONS: Our study showed that novel agent-based regimens, first-line ASCT, and sustained MRD negativity were associated with a superior outcome for patients with NDMM in China (Identifier: NCT04645199).


Subject(s)
Hematopoietic Stem Cell Transplantation , Multiple Myeloma , Male , Humans , Middle Aged , Female , Multiple Myeloma/diagnosis , Multiple Myeloma/therapy , Treatment Outcome , Longitudinal Studies , Transplantation, Autologous , Neoplasm, Residual/diagnosis , China/epidemiology
14.
Zhongguo Shi Yan Xue Ye Xue Za Zhi ; 30(5): 1453-1463, 2022 Oct.
Article in Chinese | MEDLINE | ID: mdl-36208249

ABSTRACT

OBJECTIVE: To investigate the clinical value of oligoclonal bands (OB) in patients with multiple myeloma (MM). METHODS: The laboratory test and clinical data of 624 newly diagnosed MM patients admitted to Blood Diseases Hospital of Chinese Academy of Medical Sciences from January 2013 to December 2019 were retrospectively analyzed, including 30 patients with OB, and the clinical characteristics, treatment effects and survival of OB and non-OB patients were analyzed and compared. RESULTS: OB occurred in 11.8% (22/187) of patients who received autologous stem cell transplantation(ASCT) and only 1.8% (8/437) of patients who did not receive ASCT (P=0.000). The median time to the appearance of oligoclonal bands was 3.2(0.6-10.5) months after transplantation. The M protein types of oligoclonal bands mainly include IgG κ, IgG λ, IgM λ and λ light chains. In the presence of oligoclonal bands, 90% of patients were evaluated as complete remission (CR) and above. There were no statistically significant differences in disease stage, tumor burden, and genetic abnormalities between OB and non-OB patients. Among the all patients, the prognosis of OB patients was significantly better than that of non-OB patients, and OB patients showed deeper disease remission (significantly higher CR rate, MRD negative rate, and longer MRD negative duration). Among patients who underwent ASCT, OB patients showed earlier immune recovery, but the depth of treatment response and survival outcomes were similar between OB and non-OB patients, it was no statistically difference. Although OB patients showed earlier immune reconstitution, this did not translate into better survival, suggesting that the better prognosis of OB patients was mainly related to deeper and durable remission rather than early immune reconstitution. Further analysis in patients who received ASCT and obtained MRD negative indicated that there was no additional survival benefit in patients with OB. CONCLUSION: The better prognosis of OB patients may be related to the deeper treatment response, but not to the early immune reconstitution. The appearance of OB is only a sign of deep remission and early immune reconstitution in patients, it cannot be translated into survival benefit of MM patients.


Subject(s)
Hematopoietic Stem Cell Transplantation , Multiple Myeloma , Humans , Immunoglobulin G , Immunoglobulin M , Oligoclonal Bands , Retrospective Studies , Transplantation, Autologous
15.
Leuk Lymphoma ; 63(12): 2955-2964, 2022 12.
Article in English | MEDLINE | ID: mdl-35819882

ABSTRACT

Recently, the definition of primary plasma cell leukemia (pPCL) has been revised as the presence of circulating plasma cells (CPCs) ≥5% in peripheral blood smear. Consequently, the clinical features and prognosis of this aggressive disease can be truly identified by the larger patient cohort. Herein, we identified 158 new-defined pPCL patients among 2,266 MM patients (7.0%), and such prevalence doubled the previous estimate. Our study firstly provided solid support for the application of the new definition. We also found that cytopenias and adverse prognostic biomarkers were more common in new-defined pPCL compared with MM (p < 0.05). Besides, the patients receiving proteasome inhibitors based regimen in combination with stem cell transplantation could experience a considerable survival benefit. Strikingly, we showed that the presence of conventional high-risk cytogenetic abnormalities in pPCL didn't exert a great prognostic effect like MM, while elevated LDH reflecting tumor cells proliferation rate was the only independent predictor.


Subject(s)
Hematopoietic Stem Cell Transplantation , Leukemia, Plasma Cell , Humans , Leukemia, Plasma Cell/diagnosis , Leukemia, Plasma Cell/therapy , Prognosis , Stem Cell Transplantation , Chromosome Aberrations
16.
Blood Adv ; 6(2): 441-451, 2022 01 25.
Article in English | MEDLINE | ID: mdl-34653241

ABSTRACT

Single-cell analysis is of significant importance in delineating the exact phylogeny of the subclonal population and in discovering subtle diversification. So far, studies of intratumor heterogeneity and clonal evolution in multiple myeloma (MM) were largely focused on the bulk tumor population level. We performed quantitative multigene fluorescence in situ hybridization (QM-FISH) in 129 longitudinal samples of 57 MM patients. All the patients had newly diagnosed and relapsed paired samples. An expanded cohort of 188 MM patients underwent conventional FISH (cFISH) to validate the cytogenetic evolution in bulk tumor level. Forty-three of 57 patients (75.4%) harbored 3 or 4 cytogenetic clones at diagnosis. We delineated the phylogeny of the subclonal tumor population and derived the evolutionary architecture in each patient. Patients with clonal stabilization had a significantly improved overall survival (OS) than those with other evolutionary patterns (median OS, 71.2 months vs 39.7 months vs 35.2 months vs 25.5 months, for stable, differential, branching, and linear patterns, respectively; P = .001). A high degree of consistency and complementarity across QM-FISH and cFISH was observed in the evaluation of cytogenetic evolution patterns in MM. Survival after relapse was greater influenced by the presence of high-risk aberrations at relapse (hazard ratio = 2.07) rather than present at diagnosis (hazard ratio = 1.55). This study shows that QM-FISH is a valuable tool to elucidate the clonal architecture at the single-cell level. Clonal evolution pattern is of prognostic significance, highlighting the need for repeated cytogenetic evaluation in relapsed MM.


Subject(s)
Multiple Myeloma , Chromosome Aberrations , Humans , In Situ Hybridization, Fluorescence , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Neoplasm Recurrence, Local , Phylogeny
17.
Zhongguo Shi Yan Xue Ye Xue Za Zhi ; 29(3): 812-818, 2021 Jun.
Article in Chinese | MEDLINE | ID: mdl-34105477

ABSTRACT

OBJECTIVE: To summarize and compare the clinical baseline characteristics of patients with monoclonal gammopathy of undetermined significance (MGUS), primary light chain amyloidosis (pAL), multiple myeloma (MM), or MM with concurrent amyloidosis, especially the differences in cytogenetic abnormalities. METHODS: The clinical data of 15 cases of MGUS, 34 cases of pAL, 842 cases of MM and 23 cases of MM with concurrent amyloidosis were analyzed and compared retrospectively. RESULTS: Cytogenetic statistics showed that the incidence of t (11; 14) in the four groups (MGUS vs pAL vs MM vs MM with concurrent amyloidosis) was 0%, 33.3%, 16.4%, and 15.8%, respectively (P=0.037); that of 13q deletion was 20.0%, 14.7%, 45.8% and 56.5%, respectively (P<0.001); gain of 1q21 was 50.0%, 12.5%, 47.4% and 40.9%, respectively (P=0.001). Proportion of pAL patients with 0, 1 and≥2 cytogenetic abnormalities (including 13q deletion, 17p deletion, 1q21 amplification and IgH translocation) accounted for 41.9%, 41.9% and 16.1%, respectively; while the proportion of the same category in MM was 17.6%, 27.3%, and 55.2% respectively; this ratio of MM with concurrent amyloidosis was more similar to MM. Subgroup analysis showed that genetic abnormalities (including 13q deletion, 17p deletion and 1q21 amplification) were comparable within t (11; 14) negative and positive groups. Compared with positive cases, t(11; 14) negative patients with MM or MGUS were more likely to have 13q deletions and multiple genetic abnormalities. CONCLUSION: Clinical characteristics of pAL, especially cytogenetic abnormalities, are significantly different from MM with concurrent amyloidosis. It suggests that although the onset characteristics are similar, actually the two diseases belong to different disease subtypes which should be carefully predicted and identified.


Subject(s)
Amyloidosis , Monoclonal Gammopathy of Undetermined Significance , Multiple Myeloma , Humans , In Situ Hybridization, Fluorescence , Monoclonal Gammopathy of Undetermined Significance/complications , Retrospective Studies
18.
Eur J Haematol ; 105(3): 326-334, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32421883

ABSTRACT

BACKGROUND: In multiple myeloma (MM), impact of specific chromosomal translocations involving IgH (14q21 locus, including t(4;14), t(11;14), and t(14;16)) has been explored extensively. However, over 15% MM patients harboring IgH translocation with undefined partners have long been ignored. METHODS: A prospective non-randomized cohort study with a total of 715 newly-diagnosed MM cases was conducted, 13.6% of whom were t(14;undefined) positive. The whole cohort was divided into four groups: no IgH split (47.7%); t(14;undefined) (13.6%); t(11;14) (17.6%); and t(4;14) or t(14;16) group (21.1%). RESULTS: Median OS for the four groups was 84.2, not reached (NR), 58.7, and 44.2 months, respectively, with P values for t(14;undefined) vs no IgH split, t(11;14), and t(4;14)/t(14;16) groups of 0.197, 0.022, and 0.001, respectively. In bortezomib-based group, the survival advantage gained by t(14;undefined) group was much more significant compared to t(11;14) and t(4;14)/t(14;16) groups. Importantly, t(14;undefined) turned out to be an independent predictive factor for longer OS of MM patients in multivariate analysis, especially in the context of bortezomib treatment. Similar results were also observed in the PUMCH external validation cohort. CONCLUSION: Collectively, our data confirmed and externally validated the favorable prognosis of the t(14;undefined) groups, especially in the era of novel agents.


Subject(s)
Immunoglobulin Heavy Chains/genetics , Multiple Myeloma/genetics , Multiple Myeloma/mortality , Translocation, Genetic , Aged , Aged, 80 and over , Biomarkers, Tumor , Chromosomes, Human, Pair 11 , Chromosomes, Human, Pair 14 , Chromosomes, Human, Pair 16 , Chromosomes, Human, Pair 4 , Female , Gene Frequency , Humans , In Situ Hybridization, Fluorescence , Kaplan-Meier Estimate , Male , Middle Aged , Multiple Myeloma/diagnosis , Multiple Myeloma/therapy , Prognosis , Proportional Hazards Models
19.
Leuk Lymphoma ; 61(5): 1201-1210, 2020 05.
Article in English | MEDLINE | ID: mdl-31842644

ABSTRACT

Chromosome 1q21 aberrations in multiple myeloma have attracted much attention for a long time, however, the prognostic value is still under investigation. We confirmed the independent prognostic impact of 1q21 aberrations in this non-randomized clinical study. Our study noted that additional copies and larger clonal size of 1q21 gain did not worsen the outcome. We discovered that 1q21 gain was associated with the acquisition of new chromosome abnormalities and genomic instability, evidenced by the strong correlation between 1q21 gain and complex karyotypes or the acquisition of more than two cytogenetic aberrations. Moreover, 1q21 gain and/or del(17p) were powerful enough to discriminate high-risk patients. Furthermore, 1q21 gain retained unfavorable even when stratified by concurrent presence of t(4;14), especially in the bortezomib arm. Finally, although bortezomib might benefit patients with 1q21 gain, it could not completely overcome its adverse effects, suggesting the necessity of more effective therapies for these patients.


Subject(s)
Multiple Myeloma , Bortezomib , Chromosome Aberrations , Disease-Free Survival , Humans , Multiple Myeloma/drug therapy , Multiple Myeloma/genetics , Prognosis
20.
Leukemia ; 34(2): 578-588, 2020 02.
Article in English | MEDLINE | ID: mdl-31591469

ABSTRACT

Recent attempts have focused on identifying fewer magnitude of minimal residual disease (MRD) rather than exploring the biological and genetic features of the residual plasma cells (PCs). Here, a cohort of 193 patients with at least one cytogenetic abnormalities (CA) at diagnosis were analyzed, and interphase fluorescence in situ hybridization (iFISH) analyses were performed in patient-paired diagnostic and posttherapy samples. Persistent CA in residual PCs were observed for the majority of patients (63%), even detectable in 28/63 (44%) patients with MRD negativity (<10-4). The absence of CA in residual PCs was associated with prolonged survival regardless of MRD status. According to the change of the clonal size of specific CA, patients were clustered into five groups, reflecting different patterns of clone selection under therapy pressure. Therapy-induced clonal selection exerted a significant impact on survival (HR = 4.0; P < 0.001). According to the longitudinal cytogenetic studies at relapse, sequential cytogenetic dynamics were observed in most patients, and cytogenetic architecture of residual PCs could to some extent predict the evolutional pattern at relapse. Collectively, the repeat cytogenetic evaluation in residual PCs could not only serves as a good complementary tool for MRD detection, but also provides a better understanding of clinical response and clonal evolution.


Subject(s)
Multiple Myeloma/genetics , Neoplasm, Residual/genetics , Plasma Cells/pathology , Adult , Aged , Aged, 80 and over , Clinical Trials as Topic , Cytogenetics/methods , Female , Humans , In Situ Hybridization, Fluorescence/methods , Longitudinal Studies , Male , Middle Aged , Multiple Myeloma/pathology , Neoplasm, Residual/pathology , Prospective Studies
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