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3.
Blood Cancer J ; 11(12): 196, 2021 12 07.
Article in English | MEDLINE | ID: mdl-34876555

ABSTRACT

Belantamab mafodotin is a highly selective targeted therapy for multiple myeloma. It targets the B cell maturation antigen (BCMA) on plasma cells and showed promising results in several randomized clinical trials. We report the outcomes of 36 patients treated at Mayo Clinic. Our cohort received a median of eight prior lines of therapy. Six patients received belantamab in combination with other medications (pomalidomide, cyclophosphamide, thalidomide), 13 patients (36%) were 70 years or older, two patients had a creatinine of >2.5 mg/dL, and one patient was on dialysis. All three patients with renal failure received full dose belantamab. Chimeric antigen receptor (CAR-T) therapy was used prior to belantamab in seven patients and none of them responded to belantamab therapy. The overall response rate (ORR) was 33% (CR 6%, VGPR 8%, PR 19%), like the ORR reported in the DREAMM-2 trial. Keratopathy developed in 16 patients (43%), grade 1 in six patients, grade 2 in seven patients, and grade 3 in three patients. Eight percent discontinued therapy due to keratopathy. The median PFS and OS was 2 months and 6.5 months, respectively.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Antineoplastic Agents, Immunological/therapeutic use , Multiple Myeloma/drug therapy , Neoplasm Recurrence, Local/drug therapy , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized/adverse effects , Antineoplastic Agents, Immunological/adverse effects , Female , Humans , Male , Middle Aged , Retrospective Studies , Treatment Outcome
6.
Leukemia ; 32(3): 729-735, 2018 03.
Article in English | MEDLINE | ID: mdl-28919633

ABSTRACT

Hematologic response criteria in light chain (AL) amyloidosis require the difference in involved and uninvolved free light chains (dFLC) to be at least 5 mg/dl. We describe the clinical presentation and outcomes of newly diagnosed amyloidosis patients with dFLC <5 mg/dl (non-evaluable dFLC; 14%, n=165) compared with patients with dFLC ⩾5 mg/dl (evaluable dFLC; 86%, n=975). Patients with non-evaluable dFLC had less cardiac involvement (40% vs 80%, P<0.001), less liver involvement (11% vs 17%, P=0.04) and a trend toward less gastrointestinal involvement (18% vs 25%, P=0.08). However, significantly higher renal involvement (72% vs 56%, P=0.0002) was observed in the non-evaluable dFLC cohort. Differences in treatment patterns were observed, with 51% of treated patients undergoing upfront stem cell transplantation in the non-evaluable cohort compared with 28% in the evaluable dFLC group (P<0.001). Progression-free survival (61 vs 13 months, P<0.001) and overall survival (OS; 101 vs 29 months, P<0.001) were significantly longer in the non-evaluable dFLC cohort. Normalization of involved light chain levels and decrease in dFLC <1 mg/dl (baseline at least 2 mg/dl) were predictive of OS and associated with better dialysis-free survival and may be used for response assessment in patients with non-evaluable FLC levels.


Subject(s)
Immunoglobulin Light Chains/blood , Immunoglobulin Light-chain Amyloidosis/blood , Immunoglobulin Light-chain Amyloidosis/diagnosis , Phenotype , Adult , Aged , Aged, 80 and over , Biomarkers , Combined Modality Therapy , Female , Humans , Immunoglobulin Light-chain Amyloidosis/mortality , Immunoglobulin Light-chain Amyloidosis/therapy , Male , Middle Aged , Organ Specificity , Prognosis , Proportional Hazards Models , Symptom Assessment , Treatment Outcome
7.
Leukemia ; 32(3): 712-718, 2018 03.
Article in English | MEDLINE | ID: mdl-28848227

ABSTRACT

Post-transplant maintenance is widely used in multiple myeloma (MM); however, there is a lack of data on real-world outcomes. We have analyzed 577 patients with newly diagnosed MM undergoing early auto-transplantation between 2010 and 2015. A total of 341, 132 and 104 patients received no, lenalidomide (Len) or bortezomib (Bort) maintenance, respectively. Patients receiving Len or Bort maintenance had a higher incidence of high-risk cytogenetics by fluorescence in situ hybridization (31% (Len) vs 58% (Bort) vs 8% (No); P<0.001). Len maintenance led to a superior progression-free survival (PFS) compared with no maintenance (median, 37 vs 28 months, respectively; P=0.002; adjusted hazard ratio 0.48 (95% CI, 0.35-0.66)), including in subgroups with ISS stage III disease (median, 40 vs 24 months; P=0.008) and high-risk cytogenetics (median, 27 vs 16 months; P=0.032). Bort maintenance did not confer PFS benefit for the entire cohort, but improved PFS in the high-risk cytogenetic subgroup (median, 28 vs 16 months; P=0.035). Discontinuation due to toxicity was seen in 17 and 7% of patients receiving Len or Bort maintenance, respectively. Our results indicate that post-transplant maintenance with Len or Bort is well tolerated in clinical practice and improves PFS in high-risk subgroups of MM patients.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Hematopoietic Stem Cell Transplantation , Multiple Myeloma/drug therapy , Aged , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Bortezomib/administration & dosage , Female , Follow-Up Studies , Hematopoietic Stem Cell Transplantation/adverse effects , Humans , In Situ Hybridization, Fluorescence , Kaplan-Meier Estimate , Lenalidomide/administration & dosage , Maintenance Chemotherapy , Male , Middle Aged , Models, Biological , Multiple Myeloma/diagnosis , Multiple Myeloma/genetics , Multiple Myeloma/mortality , Neoplasm Staging , Transplantation, Autologous , Treatment Outcome
8.
Leukemia ; 32(3): 719-728, 2018 03.
Article in English | MEDLINE | ID: mdl-28860655

ABSTRACT

Despite therapeutic advances, multiple myeloma remains incurable, with limited options for patients with refractory disease. We conducted a large, multi-cohort clinical trial testing various doses and treatment schedules of pomalidomide and dexamethasone (Pom/dex) in patients with refractory multiple myeloma. Overall, 345 patients were enrolled to six cohorts based on number and type of prior lines of therapy, pomalidomide dose and schedule. Median prior lines of therapy were three with near universal prior exposure to proteasome inhibitors and/or immunomodulatory drugs. A confirmed response rate of 35% was noted for all cohorts (range 23-65%) with higher responses in cohorts with fewer prior lines of therapy. Median time to confirmed response was ⩽2 months and the longest progression-free survival and overall survival seen in any cohort were 13.1 and 47.9 months, respectively. Observed adverse reactions were as expected, with myelosuppression and fatigue being the most common hematologic and non-hematologic adverse events (AEs), respectively. Longer durations of treatment and response, higher response rates and fewer AEs were noted with the 2 mg pomalidomide dose. This is the longest follow-up data for Pom/dex in refractory multiple myeloma and will help shape the real-world utilization of this regimen.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Drug Resistance, Neoplasm , Multiple Myeloma/drug therapy , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Biomarkers, Tumor , Dexamethasone/administration & dosage , Female , Follow-Up Studies , Humans , Male , Middle Aged , Multiple Myeloma/diagnosis , Multiple Myeloma/genetics , Multiple Myeloma/mortality , Retreatment , Survival Analysis , Thalidomide/administration & dosage , Thalidomide/analogs & derivatives , Treatment Outcome
9.
Leukemia ; 32(1): 131-138, 2018 01.
Article in English | MEDLINE | ID: mdl-28655925

ABSTRACT

Translocation (11;14) on interphase fluorescent in situ hybridization in plasma cells is regarded as a standard risk prognostic marker in multiple myeloma based on studies conducted before introduction of current therapies. We identified 365 patients with t(11;14), and 730 matched controls:132 patients with non-(11;14) translocations and 598 patients with no chromosomal translocation. The median progression-free survival for the three groups were 23.0 (95% confidence interval (CI), 20.8-27.6), 19.0 (95% CI, 15.8-22.7) and 28.3 (95% CI, 25.7-30.6) months, respectively (P<0.01). The median overall survival (OS) for t(11;14), non-(11;14) translocation and no-translocation groups were 74.4 (95% CI, 64.8-89.3), 49.8 (95% CI, 40.0-60.6) and 103.6 (95% CI, 85.2-112.3) months, respectively (P<0.01). Excluding those with 17p abnormality, the median OS in the three groups were 81.7 (95% CI, 67.0-90.7), 58.2 (95% CI, 47.0-76.4) and 108.3 (95% CI, 92.4-140.1) months, respectively (P<0.01). The above relationship held true in patients with age <65 years, international staging system (ISS) I/II stage or those who received novel agent-based induction. Advanced age (hazard ratio (HR): 1.98), 17p abnormality (HR: 2.2) and ISS III stage (HR: 1.59) at diagnosis predicted reduced OS in patients with t(11;14). These results suggest that outcomes of t(11;14) MM are inferior to other standard risk patients.


Subject(s)
Chromosomes, Human/genetics , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Adult , Aged , Aged, 80 and over , Chromosome Aberrations , Female , Humans , In Situ Hybridization, Fluorescence/methods , Male , Middle Aged , Neoplasm Staging/methods , Prognosis , Progression-Free Survival , Translocation, Genetic/genetics , Young Adult
10.
Blood Cancer J ; 7(9): e600, 2017 09 01.
Article in English | MEDLINE | ID: mdl-28862698

ABSTRACT

Fluorescence in situ hybridization evaluation is essential for initial risk stratification in multiple myeloma. While the presence of specific cytogenetic high-risk abnormalities (HRA) is known to confer a poor prognosis, less is known about the cumulative effect of multiple HRA. We studied 1181 patients with newly diagnosed multiple myeloma who received novel agents as first-line therapy. High-risk abnormalities were defined as t(4;14), t(14;16), t(14;20) and del(17p). There were 884 patients (75%) without any HRA and 297 patients (25%) with HRA, including 262 (22%) with one HRA and 35 (3%) with two HRA. The presence of one HRA (versus zero, hazard ratio (HR) 1.65, 95% confidence interval (CI) 1.32-2.05, p<0.001) and the presence of two HRA (versus zero, HR 3.15, 95% CI 2.00-4.96, p<0.001) were of prognostic significance after adjusting for other prognostic factors. Abnormalities of chromosome 13 were of prognostic significance independent of the established HRA: Monosomy 13 (HR 1.27, 95% CI 1.04-1.56, P=0.022) and del(13q) (HR 0.48, 95% CI 0.28-0.81, P=0.006) with opposite effects. Patients with HRA experienced worse overall survival suggesting a cumulative adverse effect of multiple HRA. Abnormalities of chromosome 13 were of prognostic significance after adjusting for other prognostic factors.


Subject(s)
Chromosomes, Human, Pair 13/genetics , Multiple Myeloma/genetics , Multiple Myeloma/mortality , Translocation, Genetic , Adult , Aged , Female , Humans , Male , Middle Aged , Multiple Myeloma/diagnosis , Multiple Myeloma/therapy , Retrospective Studies , Risk Factors
11.
Blood Cancer J ; 7(6): e569, 2017 06 16.
Article in English | MEDLINE | ID: mdl-28622306

ABSTRACT

Little is known about the impact of multiple myeloma (MM) treatment on uninvolved immunoglobulins (Ig). We identified 448 patients who received high-dose dexamethasone (HD-DEX), lenalidomide and dexamethasone (RD), bortezomib and dexamethasone (VD), bortezomib, cyclophosphamide and dexamethasone (VCD) or bortezomib, lenalidomide and dexamethasone (VRD) for newly diagnosed MM at our institution between 2000 and 2013, and who had available data on absolute lymphocyte count (ALC) and quantitative uninvolved Ig at baseline and at the end of four cycles of therapy. Changes in ALC and uninvolved Ig were significantly different across treatments, with VCD and HD-DEX producing reductions in uninvolved Ig, and RD, VD and VRD leading to increases in uninvolved Ig. In addition, treatment with RD, VD and VRD was independently associated with higher odds of achieving a ⩾25% increase in or normalization of the primary uninvolved Ig on multivariate analysis. Although achievement of a humoral response in the primary uninvolved Ig was associated with a higher odds of achieving VGPR or better after four cycles of therapy, it was not associated with improved overall survival. These data highlight the different mechanisms of action of MM drugs and point toward a possible role for the use of VCD in treating antibody-mediated autoimmune disease.


Subject(s)
Multiple Myeloma/drug therapy , Adult , Aged , Aged, 80 and over , Cohort Studies , Disease-Free Survival , Female , Humans , Male , Middle Aged , Multiple Myeloma/mortality , Multiple Myeloma/pathology , Remission Induction , Treatment Outcome
12.
J Intern Med ; 281(6): 611-619, 2017 06.
Article in English | MEDLINE | ID: mdl-28439924

ABSTRACT

BACKGROUND: Data on the effect of systemic immunoglobulin light chain amyloidosis (AL amyloidosis) on thyroid function are limited. OBJECTIVE: To assess the prevalence of hypothyroidism in AL amyloidosis patients and determine its predictors. METHODS: 1142 newly diagnosed AL amyloidosis patients were grouped based on the thyroid-stimulating hormone (TSH) measurement at diagnosis: hypothyroid group (TSH above upper normal reference; >5 mIU L-1 ; n = 217, 19% of study participants) and euthyroid group (n = 925, 81%). Predictors for hypothyroidism were assessed in a binary multivariate model. Survival between groups was compared using the log-rank test and a multivariate analysis. RESULTS: Patients with hypothyroidism were older, more likely to present with renal and hepatic involvement and had a higher light chain burden compared to patients in the euthyroid group. Higher proteinuria in patients with renal involvement and lower albumin in patients with hepatic involvement were associated with hypothyroidism. In a binary logistic regression model, age ≥65 years, female sex, renal involvement, hepatic involvement, kappa light chain restriction and amiodarone use were independently associated with hypothyroidism. Ninety-three per cent of patients in the hypothyroid group with free thyroxine measurement had normal values, consistent with subclinical hypothyroidism. Patients in the hypothyroid group had a shorter survival compared to patients in the euthyroid group (4-year survival 36% vs 43%; P = 0.008), a difference that was maintained in a multivariate analysis. CONCLUSION: A significant proportion of patients with AL amyloidosis present with hypothyroidism, predominantly subclinical, which carries a survival disadvantage. Routine assessment of TSH in these patients is warranted.


Subject(s)
Amyloidosis/epidemiology , Hypothyroidism/epidemiology , Aged , Amyloidosis/mortality , Antibodies/blood , Comorbidity , Female , Hormone Replacement Therapy , Humans , Hypothyroidism/blood , Hypothyroidism/drug therapy , Hypothyroidism/etiology , Iodide Peroxidase/immunology , Kidney Diseases/epidemiology , Liver Diseases/epidemiology , Male , Middle Aged , Prevalence , Survival Analysis , Thyroid Hormones/therapeutic use , Thyrotropin/blood , Thyroxine/blood
13.
Bone Marrow Transplant ; 52(8): 1126-1132, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28394369

ABSTRACT

Autologous stem cell transplantation (ASCT) is an important treatment modality in light chain (AL) amyloidosis. Use of reduced-dose melphalan conditioning is common, given the associated organ and functional decline. The impact of full-intensity melphalan conditioning (n=314) was compared to reduced-dose conditioning (n=143). Patients in the full-intensity group were younger, with better performance status, fewer involved organs, lower tumor burden and lower Mayo stage. Full-dose conditioning was associated with higher rate of very good partial response or better (79% vs 62%; P<0.001), complete response rate (53% vs 37%; P=0.003) and organ response rate (74% vs 59%; P=0.002) as compared to reduced-dose conditioning. PFS was superior in the full-intensity group compared to the reduced-dose group (4-year PFS 55% vs 31%; P<0.001) as well as a longer overall survival (OS) 4-year OS (86% vs 54%; P<0.001). In addition, the OS and PFS were significantly lower in the reduced-dose group compared to the full-intensity group in Mayo stage III/IV as well as stage I/II. A multivariate analysis confirmed an independent impact for conditioning dose on PFS/OS. This study calls for re-assessment of the use of reduced-dose conditioning in ASCT for AL amyloidosis.


Subject(s)
Amyloidosis/therapy , Hematopoietic Stem Cell Transplantation/methods , Melphalan/administration & dosage , Transplantation Conditioning/methods , Aged , Amyloidosis/mortality , Dose-Response Relationship, Drug , Female , Hematopoietic Stem Cell Transplantation/mortality , Humans , Immunoglobulin Light Chains , Male , Middle Aged , Remission Induction , Retrospective Studies , Survival Analysis , Transplantation Conditioning/mortality , Transplantation, Autologous , Treatment Outcome
14.
Blood Cancer J ; 7(2): e528, 2017 02 17.
Article in English | MEDLINE | ID: mdl-28211889

ABSTRACT

We analyzed the utility of Revised International staging system (RISS) in an unselected cohort of newly diagnosed multiple myeloma (NDMM; cohort 1), and relapsed/refractory multiple myeloma (RRMM; cohort 2) patients. Cohort 1 included 1900 patients seen within 90 days of diagnosis, from 2005 to 2015, while cohort 2 had 887 patients enrolled in 23 clinical trials at Mayo Clinic. The overall survival (OS) and progression-free survival (PFS) was calculated from the time since diagnosis or trial registration. The median estimated follow up was 5 and 2.3 years for Cohorts 1 and 2, respectively. Among 1067 patients evaluable in Cohort 1, the median OS and PFS was 10 and 2.8 years for RISS stage I, 6 and 2.7 years for RISS stage II and 2.6 and 1.3 years for RISS stage III (P<0.0001). Among 456 patients evaluable in Cohort 2, the median OS and PFS was 4.3 and 1.1 years for RISS stage I, 2 and 0.5 years for RISS stage II and 0.8 and 0.2 years for RISS stage III (P<0.0001). In conclusions, RISS gives a better differentiation of NDMM as well as RRMM patients into three survival subgroups and should be used to stratify patients in future clinical trials.


Subject(s)
Multiple Myeloma/diagnosis , Neoplasm Staging/methods , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Male , Middle Aged , Multiple Myeloma/mortality , Multiple Myeloma/pathology , Prognosis , Young Adult
15.
Leukemia ; 31(1): 130-135, 2017 01.
Article in English | MEDLINE | ID: mdl-27457702

ABSTRACT

The presence of high numbers of circulating clonal plasma cells (cPCs) in patients with smoldering multiple myeloma (SMM), detected by a slide-based immunofluorescence assay, has been associated with a shorter time to progression (TTP) to MM. The significance of quantifying cPCs via multiparameter flow cytometry, a much more readily available diagnostic modality, in patients with SMM has not been evaluated. This study evaluated 100 patients with a known or new diagnosis of SMM who were seen at the Mayo Clinic, Rochester from January 2008 until December 2013. Patients with ⩾150 cPCs (N=9) were considered to have high number of cPCs based on the 97% specificity and 78% PPV of progression to MM within 2 years of cPC assessment. The median TTP of patients with ⩾150 cPCs was 9 months compared with not reached for patients with <150 cPCs (P<0.001). Thus, quantification of cPCs via multiparametric flow cytometry identifies patients with SMM at very high risk of progression to MM within 2 years and warrants confirmation in larger studies. In the future, this may allow reclassification of such patients as having MM requiring therapy prior to them enduring end-organ damage.


Subject(s)
Multiple Myeloma/diagnosis , Neoplastic Cells, Circulating/pathology , Plasma Cells/pathology , Adult , Aged , Aged, 80 and over , Cell Count , Clone Cells/pathology , Disease Progression , Early Diagnosis , Female , Flow Cytometry/methods , Humans , Male , Middle Aged , Multiple Myeloma/pathology
16.
Leukemia ; 31(1): 92-99, 2017 01.
Article in English | MEDLINE | ID: mdl-27211265

ABSTRACT

Immunoparesis is an adverse prognostic marker in plasma cell proliferative disorders. Its impact in AL amyloidosis has not been explored in depth. Newly diagnosed AL amyloidosis patients (n=998) were evaluated for immunoparesis by two methods. The first method was qualitative, considering the number of suppressed uninvolved immunoglobulins below the lower limit of normal (LLN) (none, partial, all). The second method was quantitative, assessing the average relative difference (ARD) of the uninvolved immunoglobulins from the LLN. Patients with suppression of all the uninvolved immunoglobulins were less likely to achieve very good partial response (VGPR) or better to first-line treatment (44%) compared with patients with partial suppression (68%) or preserved uninvolved immunoglobulins (64%; P<0.0001). In addition, patients with suppression of all the uninvolved immunoglobulins had a shorter survival compared with the respective comparators (median 18 vs 54 vs 52 months; P<0.0001). In the quantitative method, patients with a negative ARD were less likely to achieve VGPR or better (48%) and had a shorter survival (median 24 months) compared with patients with a positive ARD (69%, 57 months, respectively; P<0.0001). In a multivariate analysis for survival, both assessment methods retained an independent impact. Significant immunoparesis has a negative impact on response and survival in newly diagnosed AL amyloidosis.


Subject(s)
Amyloidosis/immunology , Immune Tolerance , Aged , Amyloidosis/mortality , Biomarkers , Female , Humans , Immunoglobulins , Male , Middle Aged , Prognosis , Survival Rate
17.
Leukemia ; 31(7): 1562-1569, 2017 07.
Article in English | MEDLINE | ID: mdl-27904139

ABSTRACT

The significance of interphase fluorescence in situ hybridization (iFISH) by regimen type was assessed in 692 immunoglobulin light-chain (AL) amyloidosis patients with iFISH at diagnosis. First-line treatment was categorized as stem cell transplant and three non-transplant regimens. The most common abnormality was t(11;14) (49% of patients) followed by monosomy 13/del(13q) (36%) and trisomies (26%). A lower rate of very good partial response (VGPR) or better was observed in patients with t(11;14) treated with bortezomib-based (52% vs 77%; P=0.004) and IMiD-based regimens (13% vs 54%; P=0.04) compared with those lacking t(11;14). This corresponded to an inferior overall survival (OS) in t(11;14)-positive bortezomib-treated (median 15 vs 27 months; P=0.05) and IMiD-treated patients (median 12 vs 32 months; P=0.05). The inferior OS associated with t(11;14) bortezomib-treated patients was restricted to patients with favorable disease. Trisomies were associated with a shorter OS (median 29 vs 69 months; P=0.001), reaching statistical significance only for melphalan (median 15 vs 32 months; P=0.02). Multivariate analysis confirmed an independent survival impact for trisomies in the entire cohort and for t(11;14) among bortezomib-treated patients. iFISH is prognostic in untreated AL amyloidosis and may influence treatment selection. Patients with t(11;14) should be considered for ASCT or standard-dose melphalan at diagnosis because the survival disadvantage may be abrogated.


Subject(s)
Amyloidosis/genetics , Chromosomes, Human, Pair 11 , Chromosomes, Human, Pair 14 , In Situ Hybridization, Fluorescence/methods , Interphase , Translocation, Genetic , Aged , Amyloidosis/mortality , Amyloidosis/therapy , Female , Humans , Male , Middle Aged , Prognosis , Trisomy
19.
Blood Cancer J ; 6(7): e454, 2016 07 29.
Article in English | MEDLINE | ID: mdl-27471870

ABSTRACT

We studied 190 patients with smoldering multiple myeloma (SMM) at our institution between 1973 and 2014. Evolving change in monoclonal protein level (eMP) was defined as ⩾10% increase in serum monoclonal protein (M) and/or immunoglobulin (Ig) (M/Ig) within the first 6 months of diagnosis (only if M-protein ⩾3 g/dl) and/or ⩾25% increase in M/Ig within the first 12 months, with a minimum required increase of 0.5 g/dl in M-protein and/or 500 mg/dl in Ig. Evolving change in hemoglobin (eHb) was defined as ⩾0.5 g/dl decrease within 12 months of diagnosis. A total of 134 patients (70.5%) progressed to MM over a median follow-up of 10.4 years. On multivariable analysis adjusting for factors known to predict for progression to MM, bone marrow plasma cells ⩾20% (odds ratio (OR)=3.37 (1.30-8.77), P=0.013), eMP (OR=8.20 (3.19-21.05), P<0.001) and eHb (OR=5.86 (2.12-16.21), P=0.001) were independent predictors of progression within 2 years of SMM diagnosis. A risk model comprising these variables was constructed, with median time to progression of 12.3, 5.1, 2.0 and 1.0 years among patients with 0-3 risk factors respectively. The 2-year progression risk was 81.5% in individuals who demonstrated both eMP and eHb, and 90.5% in those with all three risk factors.


Subject(s)
Biomarkers , Multiple Myeloma/diagnosis , Adult , Aged , Aged, 80 and over , Bone Marrow/pathology , Disease Progression , Female , Hemoglobins , Humans , Male , Middle Aged , Multiple Myeloma/blood , Multiple Myeloma/pathology , Myeloma Proteins , Odds Ratio , Plasma Cells/pathology , Risk Assessment , Risk Factors
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