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1.
Clin Chem Lab Med ; 62(8): 1626-1635, 2024 Jul 26.
Article in English | MEDLINE | ID: mdl-38332688

ABSTRACT

OBJECTIVES: Multiple myeloma (MM) is a plasma cell malignancy characterized by a monoclonal expansion of plasma cells that secrete a characteristic M-protein. This M-protein is crucial for diagnosis and monitoring of MM in the blood of patients. Recent evidence has emerged suggesting that N-glycosylation of the M-protein variable (Fab) region contributes to M-protein pathogenicity, and that it is a risk factor for disease progression of plasma cell disorders. Current methodologies lack the specificity to provide a site-specific glycoprofile of the Fab regions of M-proteins. Here, we introduce a novel glycoproteogenomics method that allows detailed M-protein glycoprofiling by integrating patient specific Fab region sequences (genomics) with glycoprofiling by glycoproteomics. METHODS: Glycoproteogenomics was used for the detailed analysis of de novo N-glycosylation sites of M-proteins. First, Genomic analysis of the M-protein variable region was used to identify de novo N-glycosylation sites. Subsequently glycopeptide analysis with LC-MS/MS was used for detailed analysis of the M-protein glycan sites. RESULTS: Genomic analysis uncovered a more than two-fold increase in the Fab Light Chain N-glycosylation of M-proteins of patients with Multiple Myeloma compared to Fab Light Chain N-glycosylation of polyclonal antibodies from healthy individuals. Subsequent glycoproteogenomics analysis of 41 patients enrolled in the IFM 2009 clinical trial revealed that the majority of the Fab N-glycosylation sites were fully occupied with complex type glycans, distinguishable from Fc region glycans due to high levels of sialylation, fucosylation and bisecting structures. CONCLUSIONS: Together, glycoproteogenomics is a powerful tool to study de novo Fab N-glycosylation in plasma cell dyscrasias.


Subject(s)
Multiple Myeloma , Humans , Multiple Myeloma/metabolism , Multiple Myeloma/genetics , Multiple Myeloma/diagnosis , Glycosylation , Proteomics/methods , Tandem Mass Spectrometry , Glycoproteins/metabolism , Chromatography, Liquid , Myeloma Proteins/metabolism , Myeloma Proteins/analysis
2.
Cancer Med ; 13(1): e6859, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38133437

ABSTRACT

BACKGROUND: To improve the early detection rate of multiple myeloma (MM), the M-protein screening system has been performed in the hospital population at Zhongshan Hospital Fudan University since 2014, with electrophoretic-based monoclonal immunoglobulin (M-protein) screening integrated into the blood biochemistry panel. This study updated 7-year follow-up findings of MM patients diagnosed by screening-driven and symptom-driven approaches. METHODS: The retrospective study compared the characteristics and outcomes of patients diagnosed through two patterns by reviewing the plasma cell disease database from January 2014 to October 2021. The screening-driven group included patients diagnosed through the screening system during workups of unrelated medical conditions or routine checkups. In contrast, patients who visited or were referred to the hematological department due to myeloma-related end-organ damage were categorized into the symptom-driven group. RESULTS: There were 3,110,218 serum protein electrophoresis (SPEP) tests performed during 7 years, with 1.95% (60,609) patients yielding positive SPEP results. Of 911 confirmed MM cases (excluding concurrent amyloidosis), 366 were assigned to the screening-driven group, while 545 were to the symptom-driven group. Compared to the symptom-driven group, the screening group had more IgG subtypes, earlier International Stage System stages, fewer disease-related symptoms, lower ECOG scores, less extramedullary disease, a lower percentage of bone marrow plasma cells, and a lower level of lactate dehydrogenase. Frontline response results of two groups were similar. Patients detected through screening had a significantly improved median progression-free survival (PFS) than the symptom-driven group (62.2 vs. 24.9 months, p < 0.001, HR: 2.12, 95% CIs: 1.69-2.65), with median follow-ups of 32.6 and 27.4 months. Furthermore, the median overall survival (OS) was significantly longer in patients of the screening group (not reached vs. 62.3 months, p < 0.001, HR: 2.49, 95% CIs: 1.81-3.41). After being adjusted for well-acknowledged myeloma prognostic factors, the screening-driven diagnostic pattern remained an independent prognostic factor indicating improved PFS and OS in MM patients. CONCLUSION: Routine M-protein screening for MM in the hospital population results in an earlier diagnosis and better patient outcomes.


Subject(s)
Early Detection of Cancer , Multiple Myeloma , Humans , Multiple Myeloma/diagnosis , Multiple Myeloma/blood , Multiple Myeloma/mortality , Male , Female , Middle Aged , China/epidemiology , Retrospective Studies , Aged , Early Detection of Cancer/methods , Myeloma Proteins/analysis , Myeloma Proteins/metabolism , Blood Protein Electrophoresis , Adult , Follow-Up Studies , Mass Screening/methods
3.
Leuk Res ; 112: 106750, 2022 01.
Article in English | MEDLINE | ID: mdl-34798568

ABSTRACT

We retrospectively examined 57 patients with multiple myeloma who underwent autologous stem cell transplantation (ASCT) at our institution. A receiver-operating characteristic curve (ROC) analysis showed that the reduction rate of quantitative serum monoclonal protein (M-protein) before ASCT and the difference in involved and uninvolved free light chains (dFLC) 30 days after ASCT, respectively, had the greatest predictive value for all patients (area under the curve [AUC] 0.791 and 0.660, respectively). Based on the ROC curve-based cutoff values of tumor burden parameters, progression-free survival (PFS) in the high serum M-protein reduction (≥90 %) group was significantly better than that in the low serum M-protein reduction group (<90 %) (2-year PFS 79.5 % vs. 17.0 %, p < 0.001), but there were no significant differences in PFS between the low (<5.2 mg/L) and high (≥5.2 mg/L) dFLC groups (2-year PFS, 72.0 % vs. 46.0 %; p = 0.149). A multivariate analysis identified the reduction in serum M-protein as an independent predictive factor before ASCT for PFS (hazard ratio [HR] 0.287, p = 0.022) and high dFLC on day 30 after ASCT for PFS (HR 3.902, p = 0.040). These results demonstrate that a good prognosis can be expected with a reduction of serum M-protein before and after ASCT.


Subject(s)
Hematopoietic Stem Cell Transplantation/methods , Multiple Myeloma/therapy , Tumor Burden , Adult , Aged , Female , Humans , Immunoglobulin Light Chains/metabolism , Kaplan-Meier Estimate , Male , Middle Aged , Multiple Myeloma/pathology , Myeloma Proteins/metabolism , Outcome Assessment, Health Care/methods , Outcome Assessment, Health Care/statistics & numerical data , Prognosis , Proportional Hazards Models , Retrospective Studies , Time Factors , Transplantation, Autologous , Young Adult
4.
CPT Pharmacometrics Syst Pharmacol ; 10(8): 928-940, 2021 08.
Article in English | MEDLINE | ID: mdl-34185964

ABSTRACT

This analysis describes the pharmacokinetic/pharmacodynamic (PK/PD) modeling framework that supported selection of the isatuximab (anti-CD38 monoclonal antibody) dosing regimen alongside its early clinical development in patients with relapsed/refractory multiple myeloma (RRMM). The PK/PD mathematical model characterized the variations of patient serum M-protein concentrations, the primary marker of tumor burden in multiple myeloma (MM). Three separate PK/PD models were built sequentially as data became available from phase I clinical trials. The primary PK/PD analysis was initiated using monotherapy phase I study data (n = 122), followed by analysis of data collected from phase Ib combination studies with lenalidomide and dexamethasone (Rd, n = 40) and then with pomalidomide and dexamethasone (Pd, n = 31). Using the PK/PD model, abnormal "myeloma" protein (M-protein) profiles under different isatuximab dosing regimens were simulated. Overall, simulations revealed that regimens which included a loading period of four weekly administrations followed by administration every 2 weeks thereafter (QW4-Q2W), reduced M-protein levels more than a Q2W regimen without a loading period. For isatuximab monotherapy, a 20 mg/kg dose induced greater reduction in serum M-protein levels compared with doses equal or lower than 10 mg/kg. For isatuximab in combination with either Rd or Pd, simulations yielded no substantial benefit in terms of M-protein reduction between isatuximab 10 mg/kg and 20 mg/kg. These PK/PD analyses supported the use of isatuximab 10 mg/kg QW4-Q2W in combination with Pd in the phase III trial.


Subject(s)
Antibodies, Monoclonal, Humanized/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Models, Biological , Multiple Myeloma/drug therapy , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized/pharmacokinetics , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/pharmacokinetics , Antineoplastic Combined Chemotherapy Protocols/pharmacokinetics , Clinical Trials, Phase I as Topic , Dose-Response Relationship, Drug , Drug Administration Schedule , Female , Humans , Male , Middle Aged , Myeloma Proteins/metabolism
5.
Int J Cancer ; 148(11): 2807-2814, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33529362

ABSTRACT

Sporadic late-onset nemaline myopathy (SLONM) associated with monoclonal protein (MP) is a rare disease with an aggressive, and often fatal course. Whether SLONM + MP represents a malignancy or dysimmune disease remains unclear. Currently, two main approaches are used to treat SLONM + MP: nonchemotherapy-based treatment (immunosuppression, intravenous immunoglobulins, plasmapheresis and plasma exchange) or chemotherapy with or without autologous stem cell transplantation. Due to the rare occurrence of the disease, the best treatment modality is unknown. We analyzed treatment and outcomes in a large cohort of 53 patients with SLONM + MP: four our own patients and 49 cases from published literature. Neurological improvement in the nonchemotherapy group (N = 25) was observed in 52% of patients: 8% reached marked improvement, 8% moderate response, 36% mild response; none reached complete remission (CR). In the chemotherapy group (N = 28), neurological improvement was seen in 86% of patients: 46% reached CR, 25% marked response, 11% moderate response and 4% mild response. The best neurological improvement correlated with deep hematological remission. Mean time to best response in the chemotherapy group was 8 months versus 21 months in the nonchemotherapy group (P < .001). Overall survival was higher in patients in the chemotherapy group. A chemotherapy approach should be the preferred treatment for patients with SLOMN + MP with the goal to reach complete hematologic remission. Based on the clinical, morphological peculiarities, aggressive disease course and superior clinical benefits of chemotherapy over nonchemotherapy, SLONM + MP should be considered as a hematological malignancy with the presence of MP of clinical rather than undetermined significance.


Subject(s)
Drug Therapy/methods , Immunoglobulins, Intravenous/administration & dosage , Myeloma Proteins/metabolism , Myopathies, Nemaline/drug therapy , Adult , Age of Onset , Aged , Aged, 80 and over , Cohort Studies , Drug Administration Schedule , Female , Hematopoietic Stem Cell Transplantation , Humans , Immunoglobulins, Intravenous/therapeutic use , Male , Middle Aged , Myopathies, Nemaline/metabolism , Myopathies, Nemaline/therapy , Remission Induction , Transplantation, Autologous , Treatment Outcome
6.
Leukemia ; 35(5): 1428-1437, 2021 05.
Article in English | MEDLINE | ID: mdl-33623138

ABSTRACT

Unlike IgG monoclonal proteins (MCPs), IgA MCP quantification is unreliable due to beta-migration of IgA MCPs on serum protein electrophoresis (SPEP). The utility of nephelometric quantitative IgA (qIgA) to monitor IgA multiple myeloma (MM) is unclear. We retrospectively studied disease response kinetics using qIgA versus MCPs by SPEP, and developed and validated novel qIgA disease assessment criteria in 491 IgA MM patients. The SPEP MCP nadir occurred a median of 41 (IQR 0-102) days before the qIgA. The median time to achieve a partial response (PR) was shorter using standard IMWG versus qIgA response criteria (32 vs 58 days, p < 0.001). Stratification by qIgA criteria, unlike IMWG criteria, led to clear separation of the progression-free survival curves of patients achieving a PR or very good PR. There was a consistent trend toward earlier detection of disease progression using qIgA versus IMWG progression criteria. In conclusion, monitoring IgA MM using MCP-based IMWG criteria may be falsely reassuring, given that MCP levels on SPEP decrease faster than qIgA levels. The qIgA response criteria more accurately stratify patients based on the progression risk and may detect disease progression earlier, which may lead to more consistent measurement of trial endpoints and improved patient outcomes.


Subject(s)
Immunoglobulin A/blood , Multiple Myeloma/blood , Aged , Disease Progression , Female , Humans , Immunoglobulin A/metabolism , Male , Middle Aged , Monitoring, Physiologic/methods , Multiple Myeloma/metabolism , Myeloma Proteins/metabolism , Progression-Free Survival , Retrospective Studies
7.
Transfusion ; 61(4): 1302-1311, 2021 04.
Article in English | MEDLINE | ID: mdl-33502021

ABSTRACT

BACKGROUND: Primary cold agglutinin disease (CAD) is a monoclonal antibody (M-protein) and complement-mediated chronic hemolytic disease process. Antibody glycosylation can play a role in both antibody half-life and complement fixation. Recently, M-protein light chain (LC) glycosylation has been shown to be associated with AL amyloidosis. We hypothesized that M-protein LC glycosylation is also associated with cold agglutinin (CA) titers and CA-mediated hemolysis. STUDY DESIGN AND METHODS: A cross-sectional study of patients undergoing CA titer evaluation underwent mass spectrometric analysis for M-proteins and M-protein LC glycosylation. A subset of serum samples also underwent evaluation for the ability to trigger cold hemolysis in vitro. M-protein and M-protein LC glycosylation rates were compared across CA titer groups, clinical diagnosis, direct antiglobulin testing (DAT) results, and cold in vitro hemolysis rates. RESULTS: Both M-protein and M-protein LC glycosylation rates significantly differed across CA titer groups with the highest rates in those with elevated CA titers. M-protein LC glycosylation occurred almost exclusively on IgM kappa M-proteins and was significantly associated with positive DAT results and a clinical diagnosis of CAD. Cold in vitro hemolysis was demonstrated in two patients who both had a CA titer of more than 512 but there was no significant association with CA titer group or M-protein LC glycosylation status. CONCLUSION: M-protein LC glycosylation is significantly associated with higher CA titer levels. Given the role that antibody glycosylation can play in antibody half-life and complement fixation, further studies are needed to clarify the effects of LC glycosylation within the context of CAD.


Subject(s)
Anemia, Hemolytic, Autoimmune/immunology , Complement System Proteins/immunology , Immunoglobulin Light-chain Amyloidosis/metabolism , Myeloma Proteins/metabolism , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal/immunology , Complement Fixation Tests/statistics & numerical data , Coombs Test/methods , Cross-Sectional Studies , Cryoglobulins/analysis , Cryoglobulins/immunology , Female , Glycosylation , Hemolysis/immunology , Humans , Immunoglobulin Light-chain Amyloidosis/immunology , Immunoglobulin kappa-Chains/metabolism , Male , Mass Spectrometry/methods , Middle Aged
8.
J Clin Pharmacol ; 61(1): 64-73, 2021 01.
Article in English | MEDLINE | ID: mdl-32656777

ABSTRACT

A population pharmacokinetic model was developed to evaluate the effects of Japanese ethnicity, prior line of therapy (0 or ≥1), time-varying M protein, and maintenance dosing regimens (10 mg/kg intravenously every 2 weeks or 20 mg/kg intravenously every 4 weeks beginning in cycle 19) on the pharmacokinetics of elotuzumab in patients with multiple myeloma treated with elotuzumab plus lenalidomide/dexamethasone. Elotuzumab pharmacokinetics were characterized by a 2-compartment model with parallel linear (nonspecific) and Michaelis-Menten elimination from the central compartment and target-mediated elimination from the peripheral compartment. Asian race on nonspecific clearance (CL) and central volume of distribution, prior line of therapy on CL, and maximum target-mediated elimination rate (Vmax ) were statistically significant but not considered clinically relevant (magnitude < 20%). Time-varying M protein on Vmax was statistically significant, and the magnitude was >20%; however, clinical implications in the setting of combination therapy were not expected. Model-predicted steady-state elotuzumab exposure in cycle 12 were similar in Japanese and non-Japanese patients and in Japanese patients with 0 and ≥1 prior lines of therapy. Elotuzumab 20 mg/kg intravenously every 4 weeks beginning in cycle 19 produced time-averaged concentrations similar to elotuzumab 10 mg/kg intravenously every 2 weeks, although maximum and minimum concentrations after elotuzumab 20 mg/kg intravenous every-4-week dosing were slightly higher and lower, respectively. In conclusion, the current analysis demonstrates that Japanese ethnicity, prior line of therapy, time-varying M protein, and change in elotuzumab dosing regimen in cycle 19 have no clinically meaningful impact on elotuzumab pharmacokinetics and exposure in Japanese patients with multiple myeloma.


Subject(s)
Antibodies, Monoclonal, Humanized/pharmacokinetics , Antineoplastic Agents/pharmacokinetics , Asian People , Multiple Myeloma/drug therapy , Myeloma Proteins/metabolism , Adult , Aged , Aged, 80 and over , Antibodies, Monoclonal, Humanized/therapeutic use , Antineoplastic Agents/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Dose-Response Relationship, Drug , Drug Administration Schedule , Female , Glomerular Filtration Rate , Humans , Japan , Male , Metabolic Clearance Rate , Middle Aged , Models, Biological
9.
Blood Cancer J ; 10(10): 102, 2020 10 16.
Article in English | MEDLINE | ID: mdl-33067414

ABSTRACT

Smoldering multiple myeloma (SMM) is an asymptomatic precursor state of multiple myeloma (MM). Recently, MM was redefined to include biomarkers predicting a high risk of progression from SMM, thus necessitating a redefinition of SMM and its risk stratification. We assembled a large cohort of SMM patients meeting the revised IMWG criteria to develop a new risk stratification system. We included 1996 patients, and using stepwise selection and multivariable analysis, we identified three independent factors predicting progression risk at 2 years: serum M-protein >2 g/dL (HR: 2.1), involved to uninvolved free light-chain ratio >20 (HR: 2.7), and marrow plasma cell infiltration >20% (HR: 2.4). This translates into 3 categories with increasing 2-year progression risk: 6% for low risk (38%; no risk factors, HR: 1); 18% for intermediate risk (33%; 1 factor; HR: 3.0), and 44% for high risk (29%; 2-3 factors). Addition of cytogenetic abnormalities (t(4;14), t(14;16), +1q, and/or del13q) allowed separation into 4 groups (low risk with 0, low intermediate risk with 1, intermediate risk with 2, and high risk with ≥3 risk factors) with 6, 23, 46, and 63% risk of progression in 2 years, respectively. The 2/20/20 risk stratification model can be easily implemented to identify high-risk SMM for clinical research and routine practice and will be widely applicable.


Subject(s)
Biomarkers, Tumor/blood , Immunoglobulin Light Chains/blood , Models, Biological , Multiple Myeloma/blood , Myeloma Proteins/metabolism , Aged , Disease Progression , Female , Follow-Up Studies , Humans , Male , Middle Aged , Risk Factors
10.
Leukemia ; 34(10): 2749-2753, 2020 10.
Article in English | MEDLINE | ID: mdl-32594098

ABSTRACT

Our group previously demonstrated that M-protein light chain (LC) glycosylation can be detected on routine MASS-FIX testing. Glycosylation is increased in patients with immunoglobulin LC amyloidosis (AL) and rarely changes over the course of a patient's lifetime. To determine the rates of progression to AL and other plasma cell disorders (PCDs), we used residual serum samples from the Olmsted monoclonal gammopathy of undetermined significance (MGUS) screening cohort. Four-hundred and fourteen patients with known MGUS were tested by MASS-FIX, and 25 (6%) were found to have glycosylated LCs. With a median follow-up of surviving patients of 22.2 years, the 20-year progression rates to a malignant PCD were 67% (95% CI 29%, 84%) and 13% (95% CI 9%, 18%) for patients with and without glycosylated LCs, respectively. The risk of progression was independent of Mayo MGUS risk score. The respective rates of progression to AL at 20 years were 21% (95% CI 0.0%, 38%) and 3% (95% CI 0.6%, 5.5%). In summary, monoclonal LC glycosylation is a potent risk factor for progression to AL, myeloma, and other PCDs, an observation which could lead to earlier diagnoses and potentially reduced morbidity and mortality.


Subject(s)
Biomarkers , Immunoglobulin Light Chains/metabolism , Monoclonal Gammopathy of Undetermined Significance/diagnosis , Monoclonal Gammopathy of Undetermined Significance/metabolism , Adult , Aged , Aged, 80 and over , Disease Progression , Female , Glycosylation , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Monoclonal Gammopathy of Undetermined Significance/blood , Myeloma Proteins/metabolism , Prognosis
11.
PLoS One ; 15(2): e0229607, 2020.
Article in English | MEDLINE | ID: mdl-32106239

ABSTRACT

OBJECTIVES: To compare remission status at completion of chemotherapy for multiple myeloma (MM) with changes in total diffusion volume (tDV) calculated from whole-body diffusion-weighted imaging (WB-DWI) and fat fraction (FF) of lumbar bone marrow (BM) by modified Dixon Quant (mDixon Quant) soon after induction of chemotherapy, and to assess the predictive value of MRI. METHODS: Fifty patients (mean age, 66.9 ± 10.5 years) with symptomatic myeloma were examined before and after two cycles of chemotherapy. From WB-DWI data, tDV was obtained with the threshold for positive BM involvement. Mean FF was calculated from lumbar BM using the mDixon Quant sequence. At the completion of chemotherapy, patients were categorized into a CR/very good PR (VGPR) group (n = 15; mean age, 67.6 ± 10.3 years) and a PR, SD or PD group (n = 35; mean age, 69.1 ± 8.6 years). ROC curves were plotted to assess performance in predicting achievement of CR/VGPR. RESULTS: At second examination, serum M protein, ß2-microglobulin, and tDV were significantly decreased and hemoglobin, mean ADC, and FF were significantly increased in the CR/VGPR group and serum M protein was significantly increased in the PR/SD/PD group. The general linear model demonstrated that percentage changes in FF and M protein contributed significantly to achieving CR/VGPR (P = 0.02, P = 0.04, respectively). AUCs of ROC curves were 0.964 for FF and 0.847 for M protein. CONCLUSIONS: Early change in FF of lumbar BM and serum M protein soon after induction of chemotherapy contributed significantly to prediction of CR/VGPR.


Subject(s)
Magnetic Resonance Imaging/methods , Multiple Myeloma/diagnostic imaging , Multiple Myeloma/drug therapy , Whole Body Imaging/methods , Adult , Aged , Aged, 80 and over , Bone Marrow/diagnostic imaging , Cohort Studies , Diffusion Magnetic Resonance Imaging/methods , Female , Humans , Lumbosacral Region/diagnostic imaging , Male , Middle Aged , Multiple Myeloma/blood , Myeloma Proteins/metabolism , Prognosis , Remission Induction , Retrospective Studies
12.
Virchows Arch ; 477(1): 157-163, 2020 Jul.
Article in English | MEDLINE | ID: mdl-31932919

ABSTRACT

An 84-year-old woman with a history of haemodialysis for renal failure from approximately 1 year before death. Autopsy revealed numerous spheroid-type amyloid deposits in the kidney that were observed mainly in the interstitium but not the glomeruli and vessels. In addition, intracytoplasmic small globular amyloid deposits in the proximal tubules in addition to amyloid casts were identified. Immunohistochemistry and proteomic analyses indicated these deposits were composed of λ light chains. Amyloid deposition was also found in the lung and heart. λ-type monoclonal protein was detected in her serum and increased numbers of CD138-positive cells with λ-restriction was observed in the bone marrow. The case was diagnosed as amyloid tubulopathy (AT) associated with systemic ALλ amyloidosis related to plasma cell neoplasm. This case indicates that AT is associated with ALλ amyloidosis, which developed systemically with characteristic amyloid deposition forms. These pathological features may be associated with her rapid progressive renal failure.


Subject(s)
Amyloid/metabolism , Amyloidosis/pathology , Autopsy , Aged, 80 and over , Amyloidosis/diagnosis , Autopsy/methods , Female , Humans , Immunoglobulin Light-chain Amyloidosis/metabolism , Immunoglobulin lambda-Chains/metabolism , Myeloma Proteins/metabolism , Proteomics
13.
Ann Hematol ; 99(3): 581-589, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31965271

ABSTRACT

Patients always have different responses to the same treatment due to the heterogeneity of multiple myeloma (MM). However, the relationship between monoclonal protein (M-protein) reduction rates during treatment and survival prognosis in MM patients remains controversial. We retrospectively analyzed 198 newly diagnosed MM patients who received regular bortezomib-based chemotherapy for at least 2 cycles and subsequent autologous stem cell transplantation (ASCT) plus continuous maintenance. The relationship between the early M-protein reduction rates and survival prognosis was evaluated. This study is the first to divide patients into three patterns, namely, A, B, and C, according to the M-protein reduction rate during the first two therapy cycles. The results showed that pattern B patients with progressive reduction in M-protein had better progression-free survival (PFS) and overall survival (OS) than did pattern A or C patients with precipitating or slow M-protein reduction (75.33 ± 18.81 versus 41.23 ± 9.13 or 26.60 ± 6.67 months; P < 0.001; 117.33 ± 18.44 versus 71.00 ± 10.06 or 39.73 ± 24.10 months; P = 0.003, respectively). In addition, biological analysis showed that pattern A + C patients had higher international staging system (ISS) stage III proportions (P = 0.008) and lactate dehydrogenase (LDH) elevations (P = 0.044) than pattern B patients. Furthermore, pattern A + C was a significant independent adverse parameter for PFS and OS (HR = 2.62, P = 0.001; HR = 2.15, P = 0.022, respectively). Thus, our results demonstrate that pattern A + C indicates an inferior survival prognosis in MM.


Subject(s)
Bortezomib/administration & dosage , Immunoglobulins/blood , Multiple Myeloma , Myeloma Proteins/metabolism , Stem Cell Transplantation , Adult , Aged , Autografts , Disease-Free Survival , Female , Humans , Male , Middle Aged , Multiple Myeloma/blood , Multiple Myeloma/mortality , Multiple Myeloma/therapy , Survival Rate
14.
Clin Pharmacol Ther ; 107(2): 423-434, 2020 02.
Article in English | MEDLINE | ID: mdl-31449666

ABSTRACT

Disease trajectories following antibody therapy can have a significant impact on the pharmacokinetics of the antibody. Although this phenomenon can often be explained by reduced target-expressing cells, other mechanisms may play a role. We use a novel minimal physiologically-based pharmacokinetic model to evaluate an alternative drug-disease interaction mechanism involving competitive inhibition of neonatal Fc receptor (FcRn)-mediated Immunoglobulin G recycling by paraproteins. The model is validated with clinical data from the anti-FcRn antibody M281 and is used to conduct a scenario test to quantify the interaction among M-protein, the characteristic paraprotein of multiple myeloma (MM), and the anti-CD38 antibody daratumumab indicated for MM treatment. Simulations predict up to a 3.6-fold increase in daratumumab half-life following M-protein reduction, which lends credence to the hypothesis that FcRn competition in MM can manifest as time-dependent reduction of clearance for daratumumab. This model can inform optimal dosing strategies for antibodies in MM and other pathologies of paraprotein excess.


Subject(s)
Antibodies, Monoclonal/pharmacology , Antibodies, Monoclonal/pharmacokinetics , Antineoplastic Agents/pharmacology , Antineoplastic Agents/pharmacokinetics , Histocompatibility Antigens Class I/metabolism , Models, Biological , Receptors, Fc/metabolism , ADP-ribosyl Cyclase 1/immunology , Half-Life , Humans , Immunoglobulin G/metabolism , Metabolic Clearance Rate , Multiple Myeloma/drug therapy , Myeloma Proteins/metabolism , Paraproteins/metabolism
15.
Ann Diagn Pathol ; 43: 151403, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31494491

ABSTRACT

Crystal-storing histiocytosis (CSH) is a rare manifestation of monoclonal gammopathy in which histiocytes containing monoclonal proteins in their cytoplasm are found in various organs of the body including the kidney. Within the kidney, these monoclonal crystal-laden histiocytes have been described to occur in the interstitium (most commonly) or in the glomerular mesangium. CSH within glomerular capillary loops has rarely been reported. We describe three cases of CSH primarily affecting the glomerular capillaries and review the literature of CSH in general. Twenty cases of CSH involving the kidney are present in the literature; three describe CSH in glomeruli, only one of which showed histiocytes predominantly in glomerular capillary loops, while 15 had predominantly or solely interstitial CSH. Most cases involve IgG kappa crystals with only one case involving lambda light chain. Patients with CSH predominantly involving the glomerular capillaries showed a trend toward lower serum creatinine and proteinuria at presentation, and several patients with CSH lacked a definitive diagnosis of a monoclonal gammopathy at the time of diagnosis, emphasizing the role that kidney biopsy and particularly electron microscopy play in diagnosis of this entity.


Subject(s)
Glomerular Mesangium/pathology , Histiocytosis/complications , Kidney/pathology , Adult , Aged , Biopsy , Creatinine/blood , Female , Glomerular Mesangium/blood supply , Glomerular Mesangium/metabolism , Glomerular Mesangium/ultrastructure , Glomerulonephritis, Membranous/metabolism , Glomerulonephritis, Membranous/pathology , Histiocytes/metabolism , Histiocytes/pathology , Humans , Kidney/metabolism , Kidney/ultrastructure , Lymphoproliferative Disorders/complications , Lymphoproliferative Disorders/metabolism , Lymphoproliferative Disorders/pathology , Male , Microscopy, Electron/methods , Middle Aged , Multiple Myeloma/complications , Multiple Myeloma/metabolism , Multiple Myeloma/pathology , Myelodysplastic Syndromes/complications , Myelodysplastic Syndromes/metabolism , Myelodysplastic Syndromes/pathology , Myeloma Proteins/metabolism , Paraproteinemias/pathology , Proteinuria/diagnosis
16.
Biotechnol J ; 14(11): e1800573, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31329373

ABSTRACT

The monoclonal antibody (mAb) industry is witnessing unprecedented growth, with an increasing range of new molecules and biosimilars as well as disease targets approved than ever before. Competition necessitates pharmaceutical companies to reduce development/production costs and time-to-market. To this aim, mathematical modeling can aid traditional experiment-only-based process development by reducing the design space, integrating scales, and assisting in identifying optimal operating conditions in less time and with lower expense. Mathematical models have been employed by other industries for control and optimization purposes and are important decisional tools for testing scenarios, process configurations, operating conditions, etc. Herein, a predictive, experimentally validated mathematical model that captures cellular metabolism and growth with cell cycle, cell death (apoptosis), and mAb production in GS-NS0 cells is presented. The model utilizes cellular, metabolic, and gene expression data, highlighting how multiple data sources can be integrated in one tool with the aim of optimizing mammalian cell bioprocessing.


Subject(s)
Antibodies, Monoclonal/biosynthesis , Apoptosis , Cell Cycle , Models, Theoretical , Multiple Myeloma/metabolism , Myeloma Proteins/metabolism , Animals , Antibodies, Monoclonal/genetics , Biosimilar Pharmaceuticals , Cell Line, Tumor , Culture Techniques/methods , Gene Expression Regulation, Neoplastic , Mice , Multiple Myeloma/genetics
17.
Int J Hematol ; 110(4): 500-505, 2019 Oct.
Article in English | MEDLINE | ID: mdl-31111396

ABSTRACT

Aggregation of monoclonal immunoglobulin can lead to organ damage. However, the necessity of invasive examination such as biopsy has hampered better understanding of the pathophysiology. Corneal crystalline deposition is a rarely reported but known ocular manifestation of multiple myeloma. It is unclear whether the cornea is a common target of monoclonal immunoglobulin deposition. We conducted a prospective clinical case-control study to objectively quantify monoclonal gammopathy-associated corneal changes as well as any therapeutic response. Using an ophthalmic Scheimpflug camera imaging for noninvasive corneal assessments, we quantified densitometry values in 30 patients. Although none had crystalline keratopathy, corneal transparency in monoclonal gammopathy patients was significantly impaired compared to that in age-matched controls, based on noninvasive Scheimpflug camera imaging. Furthermore, treatment for multiple myeloma seemed to eradicate the diffuse aggregation of monoclonal proteins. Our results indicate that exposure to monoclonal immunoglobulin may induce the accumulation of monoclonal immunoglobulin in the cornea, and ophthalmic examinations such as corneal densitometry measurements with a Scheimpflug camera may be useful for noninvasive evaluation of monoclonal immunoglobulin deposition diseases.


Subject(s)
Cornea/pathology , Paraproteinemias/pathology , Aged , Aged, 80 and over , Antibodies, Monoclonal/therapeutic use , Case-Control Studies , Cornea/diagnostic imaging , Cornea/metabolism , Densitometry/methods , Diagnostic Techniques, Ophthalmological , Disease Progression , Female , Humans , Immunoglobulins/metabolism , Immunologic Factors/therapeutic use , Male , Middle Aged , Multiple Myeloma/drug therapy , Multiple Myeloma/etiology , Multiple Myeloma/pathology , Myeloma Proteins/metabolism , Paraproteinemias/complications , Paraproteinemias/diagnostic imaging , Paraproteinemias/metabolism , Prospective Studies
18.
Intern Med ; 58(15): 2213-2217, 2019 Aug 01.
Article in English | MEDLINE | ID: mdl-30996175

ABSTRACT

Plasma cell leukemia (PCL) is a rare variant of multiple myeloma. The detection of plasma cells in the peripheral blood and monoclonal protein in the serum or urine is important for the diagnosis of PCL. However, it is sometimes difficult to diagnose PCL in patients with atypical plasma cell morphology and/or those without detectable monoclonal protein. We herein report a case of oligosecretory PCL showing atypical morphology in leukemic cells with a convoluted nucleus and basophilic cytoplasm but without detectable monoclonal protein, except for serum free light chain. A flow cytometric analysis and pathological analysis were useful for the early diagnosis of PCL.


Subject(s)
Leukemia, Plasma Cell/pathology , Aged, 80 and over , Cytoplasm/pathology , Flow Cytometry , Humans , Immunoglobulin Light Chains/metabolism , Leukemia, Plasma Cell/diagnosis , Male , Myeloma Proteins/metabolism , Plasma Cells/pathology
19.
Blood Adv ; 3(5): 751-760, 2019 03 12.
Article in English | MEDLINE | ID: mdl-30833275

ABSTRACT

The treatment of multiple myeloma (MM) with proteasome inhibitor (PI) bortezomib has significantly improved the survival of patients with MM. The 26S proteasome inhibitor targets the unfolded protein response (UPR) by inhibiting proteasome degradation of ubiquitinated paraprotein, subsequently leading to the lethal accumulation of paraprotein within the endoplasmic reticulum. According to secretory status of monoclonal immunoglobulin, newly diagnosed MM (NDMM) is divided into measurable and unmeasurable disease, which includes oligosecretory, nonsecretory, and nonproducer myeloma. The present study analyzed the clinical characteristics of 822 patients with NDMM who had either measurable or unmeasurable diseases and received bortezomib- or thalidomide-based therapies. Our results showed that the median progression-free survival (PFS) and overall survival (OS) of patients with MM was significantly longer in patients with measurable disease than those in oligosecretory, nonsecretory, and nonproducer MM (PFS: 27, 18, 19, and 2.0 months, respectively [P < .001]; OS: 51, 30, 22, and 2.0 months, respectively [P < .001]). Within the unmeasurable group, patients with nonproducer myeloma showed the shortest PFS and OS. Importantly, compared with thalidomide treatment, bortezomib significantly improved the PFS and OS of patients with MM with measurable disease (PFS: 25 and 33 months [P = .022], respectively; OS: 41 and 58 months [P < .001], respectively), but not those with unmeasurable disease (PFS: 18 and 16 months [P = .617], respectively; OS: 22 and 27 months [P = .743], respectively). Our results indicate that bortezomib-based therapy performed no better than thalidomide-based treatment in patients with unmeasurable MM. The results need to be confirmed in other patient cohorts, preferably in the context of a prospective trial.


Subject(s)
Multiple Myeloma/diagnosis , Myeloma Proteins/metabolism , Treatment Outcome , Bortezomib/pharmacology , Bortezomib/therapeutic use , Female , Humans , Male , Middle Aged , Multiple Myeloma/drug therapy , Multiple Myeloma/mortality , Retrospective Studies , Survival Analysis , Thalidomide/pharmacology , Thalidomide/therapeutic use
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