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1.
Novel treatment in multiple myeloma represented by proteasome inhibitors, immunomodulatory drugs and monoclonal antibodies have produced a deep response. However, relapses are possible, and all classes of drugs are refractory to patients. Next-generation sequencing has improved our understanding of the multiple myeloma genome related to drug resistance and has discovered many genomic variants. Therefore, this study was conducted to investigate new variants associated with drug resistance in MM patients who relapsed and refractory to bortezomib regimen and daratumumab treatment using next-generation sequencing for whole-exome sequencing. Peripheral blood samples were collected in EDTA tubes from six patients; four were in relapsed and refractory to bortezomib regimens and daratumumab; two patients responded to bortezomib regimens. Whole-exome sequencing was performed by the MGI-DNBSEQ-G400 instrument. We identified 21 variants in multiple myeloma patients. Seventeen variants were found in relapsed and refractory multiple myeloma in 11 genes (GNAQ, PMS1, CREB1, NSUNS2, PIK3CG, ROS1, PMS2, FIT4, KDM5A, STK11 and ZFHX3). And four variants were identified in two patients with response to bortezomib regimens in 4 genes (RAF1, CREB1, ZFHX3 and INSR). We have observed several genetic variants in many genes that may have been associated with the poor prognosis and poor response to treatment in these patients. These values should be further confirmed in large sample studies using the RNA-seq technique to identify genome expression.  相似文献   

2.
目的:研究表阿霉素+长春新碱+地塞米松(VAD方案)和环磷酰胺+硼替佐米+地塞米松(PCD方案)对多发性骨髓瘤的疗效及对血清β2-微球蛋白(β2-microglobulin,β2-MG)、血管内皮生长因子(Vascular endothelial growth factor, VEGF)水平的影响.方法:选择2017年...  相似文献   

3.
High-dose therapy with the rescue of autologous stem cells represents today the standard approach for multiple myeloma patients aged <65 years. Several studies, in fact, have demonstrated the superiority of high-dose therapy with respect to conventional chemotherapy in younger patients. Peripheral blood stem cells (PBSCs) provide a rapid and effective hematopoietic recovery after the administration of supra maximal chemotherapy and mainly for this reason have become the preferred source of stem cells for autologous transplantation. Recently, however, a number of new drugs have appeared in the armamentarium of the hematologist. Among these, thalidomide has been the first antiangiogenetic drug effectively adopted firstly in refractory-relapsed patients and now also as first line treatment with better results respect to VAD or VAD-like regimens. Inhibitors of proteasome, such as bortezomib, and other immunomodulatory agents, such as lenalidomide, have been also studied more recently in myeloma patients. In particular, bortezomib has shown to be very effective as single agent or in combination with high-dose dexamethasone. In this review, we try to define the potential role of these new drugs, how and when they can be included in the therapeutic program designed for younger and older patients, and mostly if and how these new agents could jeopardize the central role of autologous stem cell transplantation in the treatment of multiple myeloma.  相似文献   

4.
Poor outcome of extramedullary disease in multiple myeloma patients and lack of outcome predictors prompt continued search for new markers of the disease. In this report, we show circulating microRNA distinguishing multiple myeloma patients with extramedullary disease from myeloma patients without such manifestation and from healthy donors. MicroRNA-130a was identified by TaqMan Low Density Arrays and verified by quantitative PCR on 144 serum samples (59 multiple myeloma, 55 myeloma with extramedullary disease, 30 healthy donors) in test and validation cohorts as being down-regulated in myeloma patients with extramedullary disease. Circulating microRNA-130a distinguished myeloma patients with extramedullary disease from healthy donors with specificity of 90.0% and sensitivity of 77.1%, patients with extramedullary disease from newly diagnosed multiple myeloma patients with specificity of 77.1% and sensitivity of 34.3% in the test cohort and with specificity of 91.7% and sensitivity of 30.0% in the validation cohort of patients. Circulating microRNA-130a in patients with extramedullary myeloma was associated with bone marrow plasma cells infiltration. Further, microRNA-130a was decreased in bone marrow plasma cells obtained from patients with extramedullary myeloma in comparison to bone marrow plasma cells of myeloma patients without such manifestation, but it was increased in tumor site plasma cells of patients with extramedullary disease compared to bone marrow plasma cells of such patients (p<0.0001). Together, our data suggest connection between lower level of microRNA-130a and extramedullary disease and prompt further work to evaluate this miRNA as a marker of extramedullary disease in multiple myeloma.  相似文献   

5.
《Cytotherapy》2023,25(2):192-201
Background aimsThe considerable efficacy of B-cell maturation antigen–targeted chimeric antigen receptor (CAR)–T-cell therapy has been extensively demonstrated in the treatment of relapsed or refractory multiple myeloma. Nevertheless, in clinical practice, prolonged hematologic toxicity (PHT) extends hospital stay and impairs long-term survival.MethodsThis retrospective study reviewed 99 patients with relapsed or refractory multiple myeloma who underwent B-cell maturation antigen CAR–T-cell therapy at our institution between April 2018 and September 2021 (ChiCTR1800017404).ResultsAmong 93 evaluable patients, the incidence of prolonged hematologic toxicities was high after CAR–T-cell infusion, including 38.71% (36/93) of patients with prolonged neutropenia, 22.58% (21/93) with prolonged anemia and 59.14% (55/93) with prolonged thrombocytopenia. In addition, 9.68% (9/93) of patients experienced prolonged pancytopenia. Our multivariate analyses identified that cytokine profiles were independent risk factors for PHTs, whereas a sufficient baseline hematopoietic function and high CD4/CD8 ratio of CAR-T cells were protective factors for PHTs after CAR–T-cell infusion. Subgroup analyses found that the kinetics of post-CAR-T hematologic parameters were primarily determined by the collective effects of cytokine release syndrome and baseline hematopoietic functions, and showed influential weights for the three lineages.ConclusionsOur findings improve the understanding of the impact of cytokines on hematopoietic functions, which could contribute to the mechanism investigation and exploration of potential intervention strategies.  相似文献   

6.
Anaemia is the most common haematological complication in patients with malignant diseases. It is found in 60%-90% of cases with multiple myeloma. The pathogenesis of this hypoproliferative, normochromic, normocytic anaemia is complex. Results from clinical studies which evaluate the efficacy of recombinant human erythropoietin (rHuEpo) refer to the possibility that patients with multiple myeloma independently of renal function could have Epo deficiency. Based on this finding, the aim of the study was to evaluate the erythropoietin production in patients with multiple myeloma in order to define clinical conditions of Epo deficiency and thereby enable rational use of this expensive drug. 42 patients with multiple myeloma were examined. The control group consisted of 25 patients with iron deficiency anaemia. 14 healthy volunteers represented the so-called "normal" control. The adequacy of Epo production was estimated from the graphic representation of the linear regression between Epo and haemoglobin (Hb) in the control group, as well as from O/PEpo ratio as a measure of the degree of adequacy of Epo production (O -- observed Epo value, P -- predicted Epo value from the regression equation of the control group). The erythropoietic activity was estimated from the graphic representation of the linear regression between soluble transferin receptors (sTfR) and Hb in the control group, as well as from O/PsTfR ratio, as a measure of the degree of adequacy of erythropoietic activity (O -- observed sTfR value, P -- predicted sTfR value from the regression equation of the control group). Significant inverse correlation between Epo and Hb was found in patients with multiple myeloma but preserved renal function, which was not the case in patients with renal insufficiency. 43% of patients without renal insufficiency and 85% of patients with renal insufficiency had inadequate Epo response to anaemia. In both patient groups (with and without renal insufficiency) instead of the expected inverse relationship between Hb and sTfR as in the control group, a positive correlation was found. 76% of patients had inadequate sTfR response to anaemia. There is a positive correlation between O/PEpo and O/PsTfR which is in favour of Epo driven erythropoiesis. O/PEpo and O/PsTfR in patients with multiple myeloma are significantly lower in comparison to the control group, which also points to the inadequacy of erythropoietin production, respectively erythropoietic activity. In conclusion, the results from this study show unambiguously that anaemia in patients with multiple myeloma appears because of decreased erythropoiesis as a consequence of bone marrow infiltration with malignant plasma cells as well as inadequate Epo production. Most probably, there are two forms of inadequate Epo production: one because of the renal insufficiency and the other that found in patients with anaemia of chronic diseases the mechanism of which is not clear.  相似文献   

7.
目的:PAD方案已成为目前多发性骨髓瘤(MM)治疗的一线方案,国内外就其疗效和不良反应发生均有报道,本实验旨在观察并探讨PAD方案治疗我中心初诊多发性骨髓瘤患者的疗效和不良反应,为临床工作提供参考。方法:我科75例初诊多发性骨髓瘤患者给予PAD方案4-6疗程,评估疗效及不良反应。结果:75例患者接受PAD方案化疗,四疗程后总有效率(CR+VGPR+PR)为73.3%,其中CR 5例,占6.7%,VGPR 12例,占16%,PR 38例,占50.7%;无效例数为20例,占26.7%,其中SD 17例,占22.7%,PD 3例,占4%;1年总生存率为75%,2年总生存率为62.7%。血液学不良反应有白细胞降低34例(45.3%),血小板降低10例(13.3%);非血液学不良反应有周围神经系统症状25例(33.3%),疱疹病毒感染7例(9.3%),消化系统症状15例(20%),乏力14例(18.7%),呼吸系统症状29例(38.7%),激素相关症状3例(4%)。绝大部分患者可以耐受且完成相应化疗疗程。结论:我中心PAD方案疗效令人满意,不良反应可耐受,同国内外报道的疗效反应率相近,不良反应发生率更低,是治疗多发性骨髓瘤的首选方案。  相似文献   

8.
A group of 49 multiple myeloma patients, 20 men and 29 women, were evaluated. Follicle-stimulating hormone (FSH), luteinizing hormone (LH), 17-oestradiol (E) and testosterone (T) serum concentrations have been detected by radioimmunoassay. Peripheral blood lymphocyte proliferation in response to phytohaemagglutinin (PHA), concanavalin A (ConA), recombinant interleukin-2 (rIL-2) and dextran sulphate (DxS) was investigated. Our findings provide evidence for two different patterns of sex hormone changes and immune dysfunctions presented differently by male and female multiple myeloma patients. In men increased FSH, LH and E concentrations and an augmented E to T ratio were associated with decreased lymphocyte blastogenic response to PHA, ConA and increased proliferation to rIL-2 and DxS. Female patients with multiple myeloma demonstrated normal values of FSH, LH and T, but a diminished E level and decreased E to T ratio correlated with a lymphocyte normal response to PHA and ConA and augmented blastogenesis to IL-2 and DxS. Our data, while admittedly preliminary, suffice to provide an indication of sex hormone changes in multiple myeloma patients, which could be responsible, at least in part, for the immune dysfunction observed in multiple myeloma.  相似文献   

9.
目的 探讨分析免疫固定电泳在诊断多发性骨髓瘤(MML)中的作用。方法 以2014年10月至2016年10月丽水市人民医院收治的110例需进行免疫固定电泳检测的患者为研究对象,对其进行血清M蛋白和浓缩尿中M蛋白的检测,筛选出两种检测均显阳性的患者,并将检测结果与临床资料相比较,对比血清M蛋白和浓缩尿中M蛋白的检测阳性与多发性骨髓瘤之间的关系。结果 110例需进行免疫固定电泳检测的患者中,经临床资料分析,有34例患者为多发性骨髓瘤。这34例患者血清M蛋白的检测显阳性,临床诊断符合率为100.00%;25例患者浓缩尿中M蛋白的检测显阳性,临床诊断符合率为73.53%。血清检验的临床符合率较尿液检验更好,差异具有统计学意义(P<0.05);34例血清M蛋白的检测显阳性的患者中,IgG型21例(61.76%),IgA型8例(23.53%),IgM型3例(8.82%),γ轻链型2例(5.88%)。结论 MML患者采用血清及尿液免疫固定电泳检测,血清M蛋白检测阳性率较浓缩尿中M蛋白的检测阳性率要高,血清及尿液进行的免疫固定电泳检测对MML的诊断、检测及预后判断具有重要的提示作用,临床工作者可以根据电泳图谱对MML进行分型,并制定个体化的治疗方案。  相似文献   

10.
Objective To determine whether measuring monoclonal bands (M component) in serum should be part of the investigation of patients referred to osteoporosis clinics.Design Retrospective, cross sectional, observational study.Setting Referral centre for osteoporosis in a university hospital, Denmark.Participants 799 people (685 women) aged 19 to 94 years newly referred with suspected osteoporosis.Main outcome measures Proportion of patients fulfilling the Nordic Myeloma Study Group definition for target condition and proportion of patients with other important haematological conditions.Results 4.9% (18 of 366) of patients with osteoporosis and 2.2% (9 of 408) of patients without osteoporosis had M component in serum (χ2 = 3.66, P = 0.04). Multiple myeloma was diagnosed in three patients with osteoporosis (absolute risk 0.8%, 95% confidence interval 0.11% to 1.7%). The relative risk of multiple myeloma in patients presenting with osteoporosis was 75 (10 to 160). As a diagnostic test for multiple myeloma in patients with osteoporosis, M component in serum had a specificity of 95.0% and a positive predictive value of 17.6%. 122 blood electrophoreses were carried out for each case of multiple myeloma diagnosed. All patients with multiple myeloma had a history of fragility fractures. If lymphoma was included as a target condition, the specificity increased to 95.3% and the positive predictive value increased to 23.5%. Monoclonal gammopathy of undetermined significance was diagnosed in 13 (3.6%) participants with osteoporosis and in eight (2.0%) participants with normal bone mineral density or osteopenia.Conclusions Patients presenting with osteoporosis should be tested for M component in serum, as 1 in 20 patients with newly diagnosed osteoporosis had multiple myeloma or monoclonal gammopathy of undetermined significance.  相似文献   

11.
Monoclonal gammopathies are a group of disorders, referred to as paraproteinaemias, dysproteinaemias or immunoglobulinopathies, associated with monoclonal proliferation of plasma cells. Monoclonal immunoglobulin secreted by these cells is an indicator of clonal proliferation. The aim of this study is to analyze the efficiency of three methods: serum protein electrophoresis (SPE), serum protein immunofixation (IFE) and FLC (free light chain) assay for the diagnosis and monitoring of the tumor burden in multiple myeloma. In this study we have presented the dynamic evolution of 7 patients with intact immunoglobulin multiple myeloma (IIMM) (2 IgG, kapa; 3 IgG, lambda; 1 IgA, kappa; 1 IgA, lambda) and 2 patients with light chain multiple myeloma before and after autologous peripheral blood stem cell transplantation (PBSCT). All 7 patients fulfilled the four criteria for the diagnosis of IIMM: bone marrow plasma cells exceeding 20%, lytic bone lesions, identification and quantification of M protein by scanning densitometry of electrophoresis gels, IFE (immunofixation protein electrophoresis) confirmed and typed the M protein. All patients had been given cytotoxic chemotherapy (VAD or VELCADE) before autologous (PBSCT). In two of the patients with IIMM both SPE and kappa/lambda ratio fell towards normal range after autologous PBSC and both reported a relapse of the disease after 23 months and 19 months respectively. SPE could not normalize after chemotherapy and transplantation in three patients with IIMM, the kappa/lambda ratio being the only marker used to monitor the tumor kill. In one patient the kappa/lambda ratio could not normalize even after PBSCT still indicating the presence of plasma cell disorder at the time when IFE was still negative. 16 months after PBSCT both SPE and FLC indicated a relapse of the disease. Classical SPE failed to demonstrate the presence of M-protein in light chain multiple myeloma, the diagnosis being established by using IFE and the FLC assay. Because IFE is a qualitative method and its interpretation may be sometimes subjective, FLC was the only method used to follow the disease course. The measurement of kappa/lambda ratio proved to be more sensitive than SPE, IFE and the levels of free light chains kappa or lambda individually indicating whether the treatment is effective or not.  相似文献   

12.
B Barlogie 《Blut》1990,60(1):1-7
There has been little progress in the treatment of patients with multiple myeloma, and the average survival time is still only about 3 years. Although there have been significant therapeutic advances in recent years, clinical trials have only just begun. The major concern is, of course, the achievement of major disease control (which can be equated with a cure). The data available to date indicate that this is possible only with the use of allogeneic bone marrow transplantation, with which a survival plateau of around 30% can be attained. The trials should perhaps include the sequential use of all regimens with established efficacy in refractory myeloma. Immunoconjugate therapy with either radioisotopes or cytotoxic agents could also be envisioned, and expansion with suitable biological agents such as interleukin-2 could be considered. There is a plethora of promising treatment possibilities and novel concepts that may improve the dismal outlook for patients with multiple myeloma.  相似文献   

13.
Multiple myeloma remains incurable despite advances in conventional chemotherapy and wider applicability of high dose chemotherapy with single and/or tandem autologous peripheral blood stem cell transplantation. Although a complete remission rate of 41% and an event-free survival of 43 months have been reported after tandem transplantation, it is highly unlikely that further improvements in the outcome of multiple myeloma will be achieved by escalating cytotoxic chemotherapy alone. Novel biologically based therapies are therefore urgently required. Targeted therapeutic approaches based on: identification of genetic abnormalities in malignant plasma cells; interrupting growth of myeloma cells; triggering apoptotic signaling cascades in tumor cells; modulating growth and survival of multiple myeloma cells in the bone marrow microenvironment, i.e. angiogenesis and cytokine networks; enhancing allogeneic and autologous antimyeloma immunity; and characterizing newer myeloma antigens for serotherapy are under development. These therapies offer great promise, used alone/or in combination with conventional treatment approaches, to improve the outcome in this disease in newly diagnosed/refractory or relapsed patients with multiple myeloma.  相似文献   

14.
Multiple myeloma (MM) is a neoplastic disorder characterized by monoclonal multiplying of plasma cells. Although radiation, environmental factors, viruses and other factors have been suggested as potential causes of the disease, the aetiopathogenesis of MM is still obscure. This clinical study was designed to investigate the role of reactive oxygen species (ROS) in the aetiopathogenesis of the disease and the possible relationships between treatment and ROS production. For this purpose, erythrocyte superoxide dismutase (SOD), glutathione peroxidase (GSH-Px), and catalase (CAT) activities as well as plasma nitric oxide (NO) and malondialdehyde (MDA) levels were measured in 14 MM patients newly diagnosed at stage III. The relationship between the above-mentioned parameters and vincristine-adriamycin-dexamethasone (VAD) therapy were also investigated in the same patients. All the enzyme activities and the parameters of oxidative stress were found to be significantly reduced after VAD therapy. These findings suggest that ROS may be involved in the aetiopathogenesis of MM. Further investigations with a larger cohort of MM patients are needed to provide definitive data about the role of ROS in MM and the alternative therapeutic approaches to MM.  相似文献   

15.
Mitogen induced cellular cytotoxicity (MICC) was noted to be markedly increased in patients with multiple myeloma as compared to normal controls and to patients with chronic lymphocytic leukemia (CLL). Enhanced MICC was present at various effector-to-target cell ratios and at several mitogen concentrations. Removal of adherent, phagocytic cells by carbonyl iron, glass wool, or rayon columns abolished the MICC response from the peripheral blood of both multiple myeloma patients and normal controls. Thus, the effector cell mediating MICC may be monocytic in origin and closely resembles the suppressor cell for immunoglobulin synthesis described in patients with multiple myeloma. Our data suggest that the MICC assay with chicken red blood cells as targets may provide a convenient method for identifying pathologic conditions where this cytotoxic effector cell population plays an active role.  相似文献   

16.
《Autophagy》2013,9(8):1380-1390
The efficacy of proteasome inhibition for myeloma is limited by therapeutic resistance, which may be mediated by activation of the autophagy pathway as an alternative mechanism of protein degradation. Preclinical studies demonstrate that autophagy inhibition with hydroxychloroquine augments the antimyeloma efficacy of the proteasome inhibitor bortezomib. We conducted a phase I trial combining bortezomib and hydroxychloroquine for relapsed or refractory myeloma. We enrolled 25 patients, including 11 (44%) refractory to prior bortezomib. No protocol-defined dose-limiting toxicities occurred, and we identified a recommended phase 2 dose of hydroxychloroquine 600 mg twice daily with standard doses of bortezomib, at which we observed dose-related gastrointestinal toxicity and cytopenias. Of 22 patients evaluable for response, 3 (14%) had very good partial responses, 3 (14%) had minor responses, and 10 (45%) had a period of stable disease. Electron micrographs of bone marrow plasma cells collected at baseline, after a hydroxychloroquine run-in, and after combined therapy showed therapy-associated increases in autophagic vacuoles, consistent with the combined effects of increased trafficking of misfolded proteins to autophagic vacuoles and inhibition of their degradative capacity. Combined targeting of proteasomal and autophagic protein degradation using bortezomib and hydroxychloroquine is therefore feasible and a potentially useful strategy for improving outcomes in myeloma therapy.  相似文献   

17.
The efficacy of proteasome inhibition for myeloma is limited by therapeutic resistance, which may be mediated by activation of the autophagy pathway as an alternative mechanism of protein degradation. Preclinical studies demonstrate that autophagy inhibition with hydroxychloroquine augments the antimyeloma efficacy of the proteasome inhibitor bortezomib. We conducted a phase I trial combining bortezomib and hydroxychloroquine for relapsed or refractory myeloma. We enrolled 25 patients, including 11 (44%) refractory to prior bortezomib. No protocol-defined dose-limiting toxicities occurred, and we identified a recommended phase 2 dose of hydroxychloroquine 600 mg twice daily with standard doses of bortezomib, at which we observed dose-related gastrointestinal toxicity and cytopenias. Of 22 patients evaluable for response, 3 (14%) had very good partial responses, 3 (14%) had minor responses, and 10 (45%) had a period of stable disease. Electron micrographs of bone marrow plasma cells collected at baseline, after a hydroxychloroquine run-in, and after combined therapy showed therapy-associated increases in autophagic vacuoles, consistent with the combined effects of increased trafficking of misfolded proteins to autophagic vacuoles and inhibition of their degradative capacity. Combined targeting of proteasomal and autophagic protein degradation using bortezomib and hydroxychloroquine is therefore feasible and a potentially useful strategy for improving outcomes in myeloma therapy.  相似文献   

18.
The association between Human Herpes Virus-8 (HHV-8), also called Kaposi's sarcoma associated herpesvirus (KSHV), and the pathogenesis of multiple myeloma remains controversial. Many past studies conducting on different populations have come to contradicting conclusions. In this study, we attempted to investigate the presence of HHV-8 in Jordanian multiple myeloma patients. We carried out nucleic acid amplification reactions targeting specific viral DNA sequences on 35 fresh bone marrow aspirate samples from 17 patients with multiple myeloma, 9 patients with various hematological malignancies and 9 normal subjects. HHV-8 specific sequences were detected in 7 out of 17 multiple myeloma patients (41%) using primers specific for the open reading frame region 26 (ORF26). All patients with other hematological malignancies as well as the normal subjects did not harbour the virus. These findings support the previous reports of frequent detection of HHV-8 in bone marrow of multiple myeloma patients.  相似文献   

19.
BackgroundMultiple myeloma is a cancer of plasma cells which leads to bone marrow infiltration.AimWhole-body MR is the most sensitive imaging method available to detect multiple myeloma lesions.Material and MethodsMR scans were performed in 100 patients with multiple myeloma who were receiving treatment in the Haematology Clinic in Poznań in the years 2005–2006. Whole-body MR scans were performed with general coil 1.0 T in STIR sequences and T1 sequences, in coronal and sagittal planes with scanning area covering the head, neck, trunk and the limbs (FOV for specific regions was 36–48 cm). The bone lesions were classified as focal (monofocal/multifocal lesions), in-filtrative, mixed and “salt and pepper” type. Depending on the size of the lesions the patients were included in one of three groups according to Salmon-Durie Plus classification.ResultsFour main types of multiple myeloma were distinguished based on MR scans: focal (48 patients; monofocal in 10 patients), infiltrative (17 patients), mixed type (19 patients) and “salt and pepper” type (4 patients). The remaining 12 patients had no multiple myeloma lesions in the bone marrow. Additionally, in 18% of patients a soft tissue mass could be observed. According to Salmon-Durie Plus categorisation 27 subjects were classified as having stage I, 16 patients stage and 57 patients stage III disease. In 12% of patients MR data changed the disease staging.ConclusionsWB MR is a sensitive and effective diagnostic method with an important impact on staging and further treatment of multiple myeloma.  相似文献   

20.
Evaluation of: Rajpal R, Dowling P, Meiller J et al. A novel panel of protein biomarkers for predicting response to thalidomide-based therapy in newly diagnosed multiple myeloma patients. Proteomics 11(8), 1391-1402 (2011). Predicting response to thalidomide-based therapy remains a challenging task faced by clinicians in the treatment of multiple myeloma. The pioneering work reported by Rajpal et al. moves one step further towards solving this challenge. They developed a proteomics-based approach that combines immunodepletion, 2D-difference gel electrophoresis analysis and mass spectrometry to search for serum proteins with expressions that show significant correlations to thalidomide treatment. This integrated approach allowed them to identify a panel of protein biomarkers. By using ELISA-based validation and strict statistical analysis, the authors have achieved an overall 84.0% predictive accuracy, with associated sensitivity and specificity values of 81.8 and 86.2%, respectively. Their methods and significant findings are reviewed within this article. This panel of biomarkers may not only guide initial therapy, but can also provide direct implications for personalized medicine in multiple myeloma patients.  相似文献   

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