scholarly journals The Prognostic Value of Whole-Blood PSMB5, CXCR4, POMP and RPL5 mRNA Expression in Patients with Multiple Myeloma Treated with Bortezomib

Author(s):  
Paweł Robak ◽  
Dariusz Jarych ◽  
Damian Mikulski ◽  
Izabela Dróżdż ◽  
Edyta Węgłowska ◽  
...  

Proteasome inhibitors, like bortezomib, play a key role in the treatment of multiple myeloma (MM); however, most patients eventually relapse and eventually show multiple drug resistance, and the molecular mechanisms of this resistance remain unclear. The present study examines the expression of previously-described genes that may influence resistance to bortezomib treatment at the mRNA level (ABCB1, CXCR4, MAF, MARCKS, POMP, PSMB5, RPL5, TXN and XBP1). mRNA expression was determined in 73 MM patients treated with bortezomib-based regimens (30 bortzomib-sensitive and 43 bortezomib-refractory patients) and 11 healthy controls. RPL5 was significantly down-regulated in multiple myeloma patients as compared with healthy controls. Moreover, POMP was significantly up-regulated in MM patients refractory to bortezomib-based treatment. In multivariate analysis, high expression of PSMB5 and CXCR and autologous stem cell transplantation were independent predictors of progression-free survival, and high expression of POMP and RPL5 was associated with shorter overall survival.

Cancers ◽  
2021 ◽  
Vol 13 (5) ◽  
pp. 951
Author(s):  
Pawel Robak ◽  
Dariusz Jarych ◽  
Damian Mikulski ◽  
Izabela Dróżdż ◽  
Edyta Węgłowska ◽  
...  

Proteasome inhibitors, like bortezomib, play a key role in the treatment of multiple myeloma (MM); however, most patients eventually relapse and eventually show multiple drug resistance, and the molecular mechanisms of this resistance remain unclear. The aim of our study is to assess the expression of previously described genes that may influence the resistance to bortezomib treatment at the mRNA level (ABCB1, CXCR4, MAF, MARCKS, POMP, PSMB5, RPL5, TXN, and XBP1) and prognosis of MM patients. mRNA expression was determined in 73 MM patients treated with bortezomib-based regimens (30 bortzomib-sensitive and 43 bortezomib-refractory patients) and 11 healthy controls. RPL5 was significantly down-regulated in multiple myeloma patients as compared with healthy controls. Moreover, POMP was significantly up-regulated in MM patients refractory to bortezomib-based treatment. In multivariate analysis, high expression of PSMB5 and CXCR and autologous stem cell transplantation were independent predictors of progression-free survival, and high expression of POMP and RPL5 was associated with shorter overall survival.


Author(s):  
Pawel Robak ◽  
Dariusz Jarych ◽  
Damian Mikulski ◽  
Izabela Drozd ◽  
Edyta Węgłowska ◽  
...  

Proteasome inhibitors, like bortezomib, play a key role in the treatment of multiple myeloma (MM); however, most patients eventually relapse and eventually show multiple drug resistance, and the molecular mechanisms of this resistance remain unclear. The present study examines the expression of previously-described genes that may influence resistance to bortezomib treatment at the mRNA level (ABCB1, CXCR4, MAF, MARCKS, POMP, PSMB5, RPL5, TXN and XBP1). mRNA expression was determined in 73 MM patients treated with bortezomib-based regimens (30 bortzomib-sensitive and 43 bortezomib-refractory patients) and 11 healthy controls. RPL5 was significantly down-regulated in multiple myeloma patients as compared with healthy controls. Moreover, POMP was significantly up-regulated in MM patients refractory to bortezomib-based treatment. In multivariate analysis, high expression of PSMB5 and CXCR and autologous stem cell transplantation were independent predictors of progression-free survival, and high expression of POMP and RPL5 was associated with shorter overall survival.


Cancers ◽  
2019 ◽  
Vol 11 (10) ◽  
pp. 1452 ◽  
Author(s):  
Yu Liu ◽  
Haocheng Yu ◽  
Seungyeul Yoo ◽  
Eunjee Lee ◽  
Alessandro Laganà ◽  
...  

Multiple myeloma (MM) is the second most prevalent hematological cancer. MM is a complex and heterogeneous disease, and thus, it is essential to leverage omics data from large MM cohorts to understand the molecular mechanisms underlying MM tumorigenesis, progression, and drug responses, which may aid in the development of better treatments. In this study, we analyzed gene expression, copy number variation, and clinical data from the Multiple Myeloma Research Consortium (MMRC) dataset and constructed a multiple myeloma molecular causal network (M3CN). The M3CN was used to unify eight prognostic gene signatures in the literature that shared very few genes between them, resulting in a prognostic subnetwork of the M3CN, consisting of 178 genes that were enriched for genes involved in cell cycle (fold enrichment = 8.4, p value = 6.1 × 10−26). The M3CN was further used to characterize immunomodulators and proteasome inhibitors for MM, demonstrating the pleiotropic effects of these drugs, with drug-response signature genes enriched across multiple M3CN subnetworks. Network analyses indicated potential links between these drug-response subnetworks and the prognostic subnetwork. To elucidate the structure of these important MM subnetworks, we identified putative key regulators predicted to modulate the state of these subnetworks. Finally, to assess the predictive power of our network-based models, we stratified MM patients in an independent cohort, the MMRF-CoMMpass study, based on the prognostic subnetwork, and compared the performance of this subnetwork against other signatures in the literature. We show that the M3CN-derived prognostic subnetwork achieved the best separation between different risk groups in terms of log-rank test p-values and hazard ratios. In summary, this work demonstrates the power of a probabilistic causal network approach to understanding molecular mechanisms underlying the different MM signatures.


Blood ◽  
2009 ◽  
Vol 114 (22) ◽  
pp. 109-109
Author(s):  
Gabriele Buda ◽  
Deborah Ricci ◽  
Nadine Cohen ◽  
Reyna Favis ◽  
C. Chris Huang ◽  
...  

Abstract Abstract 109 Background: Single nucleotide polymorphisms (SNPs) in the gene encoding multiple drug resistance protein 1 (ATP-binding cassette, sub-family C member 1 (ABCC1) influence its ability to act as a mediator of anthracycline resistance. The same is true for SNPs in P-glycoprotein 1 (ATP-binding cassette, sub-family B member 1 (ABCB1)), and the latter have been associated with outcome in newly diagnosed patients with multiple myeloma treated with anthracycline-based therapy. We therefore sought to evaluate the role of SNPs in ABCC1 and ABCB1 in the outcome of patients with relapsed and/or refractory multiple myeloma. Methods: The DOXIL-MMY-3001 study was an international, randomized, phase III trial comparing the efficacy of single-agent bortezomib to that of bortezomib with pegylated liposomal doxorubicin (PLD) in patients with relapsed and/or refractory multiple myeloma. Patients treated with bortezomib received this proteasome inhibitor at 1.3 mg/m2 as an intravenous push on days 1, 4, 8, and 11 of every 21-day cycle, while patients on the combination arm received this dose and schedule of bortezomib along with PLD as an infusion at 30 mg/m2 on day 4. Genomic DNA samples were obtained from all subjects in the intention-to-treat cohort who consented to DNA testing under Part 1 of the pharmacogenomic component of the clinical trial protocol. Samples that produced at least one useable genotype were included in this pharmacogenomic analysis. SNPs in ABCC1 (R723Q) and ABCB1 (1236 C>T, 2677 G>W (W = T or A), and 3435 C>T) were correlated with the overall response rate (complete + partial), time to progression, progression-free survival, and overall survival. Results: Genetic transmission patterns differ among racial groups, and since usable genotype and clinical data were available for 301 subjects, 279 of whom were Caucasians, this analysis focused on that group. The ABCC1 gene polymorphism R723Q was not represented in the bortezomib arm, and found in 5 subjects (3.5%) who received bortezomib + PLD. Its presence was significantly associated with a longer time to progression (median of 330 days vs. 129 days; p = 0.0008), a longer progression-free survival (median of 338 days vs. 129 days p = 0.0006), and a superior overall survival (p = 0.0045) in these patients. The ABCB1 gene polymorphism at 3435 (C>T) was associated with progression-free survival (p = 0.0578), response rate (p = 0.0782) and time to progression (p = 0.0923) in patients receiving bortezomib + PLD, though not at the level of statistical significance, and no correlation was found in the bortezomib alone arm. However, in a recessive genetic model, the ABCB1 gene polymorphism at 3435 T allele was significantly associated with a better clinical outcome, specifically time to progression (p = 0.0405), and progression-free survival (p = 0.0186) in patients receiving bortezomib + PLD. Haplotype analysis indicated that the three most frequent haplotypes for ABCB1 may have been associated with response rate in subjects with relapsed multiple myeloma who received bortezomib + PLD treatment (p = 0.0775), though not at the level of statistical significance. Diplotypes that contained 3435T may have been associated with a superior time to progression (p = 0.0819) and progression-free survival (p = 0.0891) in subjects with relapsed multiple myeloma who received bortezomib + PLD when compared to the most frequent diplotype containing 3435C, though not at the level of statistical significance. Conclusions: These findings indicate a potential role for SNPs in both ABCC1 and ABCB1 in modulating the long-term outcome of patients with relapsed and/or refractory multiple myeloma treated with the combination of bortezomib + PLD. Moreover, they support additional prospective studies to determine if such data could be incorporated into an algorithm by which therapy in the relapsed and/or refractory setting could be tailored to each individual patient's own genetic make-up. Disclosures: Ricci: Centocor Ortho Biotech Inc.: Employment. Cohen:Johnson & Johnson Pharmaceutical Research and Development: Employment. Favis:Johnson & Johnson Pharmaceutical Research and Development: Employment. Huang:Centocor Ortho Biotech Inc.: Employment. Rackoff:Centocor Ortho Biotech Inc.: Employment. Zhuang:Centocor Ortho Biotech Inc.: Employment. Sonneveld:Centocor Ortho Biotech Inc.: Membership on an entity's Board of Directors or advisory committees.


Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 5140-5140
Author(s):  
Peter Liebisch ◽  
Stephan Sixt ◽  
Hagen S Bachmann ◽  
Ulrich H Frey ◽  
Juergen Peters ◽  
...  

Abstract Background: The proteasome is a proteolytic complex for intracellular degradation of ubiquitinated proteins which are involved in cell cycle regulation and apoptosis. A constitutively increased proteasome activity has been found in myeloma cells. Recent studies have shown that inhibition of the ubiquitin-proteasome system can be successfully used as a targeted therapy in multiple myeloma (MM). Recent data suggest a significant correlation between circulating proteasome levels (CPL) and outcome in patients with MM. Therefore, we investigated CPL in 110 patients in order to assess the role of CPL in MM. Experimental design: CPL were measured in serum samples from healthy controls (N=10) as well as from patients with monoclonal gammopathies of undetermined significance (N=27), indolent MM (N=15) and symptomatic MM (N=68) using enzyme-linked immunoabsorbent assay (ELISA) techniques detecting circulating 20S proteasome components. All serum samples were collected at the University Hospital in Ulm at time of diagnosis. Results: The median CPL were 123.5 ng/mL (range, 95–185 ng/mL) in healthy controls, 180 ng/mL (range, 100–485 ng/mL) in patients with MGUS (N=27) or indolent MM (N=15), and 227.5 ng/mL (range, 100–985 ng/mL) in patients with symptomatic MM (N=70). The CPL of patients with symptomatic MM were significantly elevated compared with healthy donors (p=0.0017) and to persons with asymptomatic gammopathies (p=0.046). While CPL were also significantly higher in the MGUS/indolent MM cohort as compared to controls (p=0.03), CPL in MGUS and indolent MM were comparable. Using ROC analysis in the symptomatic MM cohort patients with CPL >150ng/mL (N=50) had a significantly shorter progression-free survival (PFS) time than patients (N=18) with CPL<150 ng/mL levels (median PFS: 40 versus 57 months, log rank test p=0.026). Of note, all six patients who died in the observation interval had CPL >150ng/mL. Conclusions: Here we demonstrate that increased CPL at diagnosis correlates with poor outcome in symptomatic MM patients. Evaluation of the prognostic significance of CPL in a larger cohort of uniformly treated patients with symptomatic MM is currently under way. This data will be presented at the meeting.


Author(s):  
Cristina Gasparetto ◽  
Gary J. Schiller ◽  
Sascha A. Tuchman ◽  
Natalie S. Callander ◽  
Muhamed Baljevic ◽  
...  

Abstract Background Proteasome inhibitors (PIs), including carfilzomib, potentiate the activity of selinexor, a novel, first-in-class, oral selective inhibitor of nuclear export (SINE) compound, in preclinical models of multiple myeloma (MM). Methods The safety, efficacy, maximum-tolerated dose (MTD) and recommended phase 2 dose (RP2D) of selinexor (80 or 100 mg) + carfilzomib (56 or 70 mg/m2) + dexamethasone (40 mg) (XKd) once weekly (QW) was evaluated in patients with relapsed refractory MM (RRMM) not refractory to carfilzomib. Results Thirty-two patients, median prior therapies 4 (range, 1–8), were enrolled. MM was triple-class refractory in 38% of patients and 53% of patients had high-risk cytogenetics del(17p), t(4;14), t(14;16) and/or gain 1q. Common treatment-related adverse events (all/Grade 3) were thrombocytopenia 72%/47% (G3 and G4), nausea 72%/6%, anaemia 53%/19% and fatigue 53%/9%, all expected and manageable with supportive care and dose modifications. MTD and RP2D were identified as selinexor 80 mg, carfilzomib 56 mg/m2, and dexamethasone 40 mg, all QW. The overall response rate was 78% including 14 (44%) ≥ very good partial responses. Median progression-free survival was 15 months. Conclusions Weekly XKd is highly effective and well-tolerated. These data support further investigation of XKd in patients with MM.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 1958-1958
Author(s):  
Natalia Gut ◽  
Filiz Yucebay ◽  
Jessica Dempsey ◽  
Junan Li ◽  
Don M. Benson

Abstract Background Multiple Myeloma (MM) is an essentially incurable hematologic malignancy with the goals of therapy being disease control, improved quality of life, and prolonged survival.1,2 Despite improved survival with proteasome inhibitors and immunomodulatory agents, outcomes for patients with refractory disease, resistant to these classes of therapy, are poor. Daratumumab, an anti-CD38 antibody, is a commonly utilized therapy for relapsed/refractory multiple myeloma (RRMM) as a single agent based on the SIRIUS study which resulted in adequate response and acceptable safety profiles.3,4 Currently, it is approved in various combinations including with bortezomib. The approval of daratumumab in combination with bortezomib days 1, 4, 8, and 11 of a 21-day cycle was based on the CASTOR study which resulted in high response rates and acceptable safety profiles.5With the addition of bortezomib, additional toxicities in this RRMM setting may be a concern.6 Previous studies of bortezomib in RRMM patients have demonstrated that once-weekly bortezomib is equally as efficacious and better tolerated than the standard twice-weekly schedule, with a lower incidence of peripheral neuropathy and myelosuppression.8,9 However, there are currently no published reports of combining once-weekly bortezomib with daratumumab for patients with RRMM. Methods The present study sought to evaluate the progression-free survival (PFS) of daratumumab administered with once-weekly bortezomib for patients with RRMM. Secondary objectives included evaluation of overall survival (OS), overall response rate (ORR), time to response (TTR), and toxicity of once-weekly bortezomib with daratumumab. Eighteen patients were identified in an Institutional Review Board (IRB)-approved retrospective review of our institutional experience with daratumumab and once-weekly bortezomib. The median age of patients was 65 years (range 47 - 76, Table 1). Ten patients (55.6%) had three or more prior lines of therapy. Twelve patients (66.7%) had previous autologous stem cell transplantation. Sixteen patients (88.9%) had prior proteasome inhibitor (PI) therapy. Thirteen patients (72.2%) had disease refractory to their last line of therapy. Results The median PFS was 3.5 months. Median OS was not reached and TTR were undetermined due to the small sample size. The ORR was 33.3%, with 6 out of 18 patients experiencing an objective partial response or better (Table 2). Of those that responded, 4 patients (66.7%) remained on therapy at the time of data collection.The side effect profile was more tolerable, with less thrombocytopenia (27.8% all grade) and peripheral neuropathy (33.3% all grade) than previously reported (Table 3). Conclusions Daratumumab monotherapy was approved in heavily pretreated RRMM based on the SIRIUS trial showing promising efficacy and a favorable safety profile.4 The median PFS was 3.7 months compared to our PFS of 3.5 months. The combination of daratumumab with bortezomib administered twice weekly was approved based results from the CASTOR trial showing superiority of daratumumab in combination with bortezomib and dexamethasone over bortezomib and dexamethasone.5 As depicted in Table 2, our ORR of 33.3% is similar to the ORR of 29.2% in the SIRIUS trial, however differs greatly from 82.9% in the CASTOR trial. While the present work is retrospective and hypothesis-generating, our results suggest that further prospective inquiry is necessary to determine the additional efficacy of adding once-weekly bortezomib to daratumumab. Disclosures Dempsey: Heron Therapeutics: Honoraria; TESARO: Honoraria.


2018 ◽  
Vol 64 (3) ◽  
pp. 31-37
Author(s):  
Anna Bogacz ◽  
Marlena Wolek ◽  
Bogna Juskowiak ◽  
Monika Karasiewicz ◽  
Adam Kamiński ◽  
...  

Summary Introduction: Breast cancer is the most common malignant cancer among women. Both drug resistance and metastasis are major problems in the treatment of breast cancer. Therefore, adjuvant therapy may improve patients’ survival and affect their quality of life. It is suggested that epigallocatechin gallate (EGCG) which is well known for its chemopreventive activity and acts on numerous molecular targets may inhibit the growth and metastasis of some cancers. Hence, discovering the metastatic molecular mechanisms for breast cancer may be useful for therapy. Objective: The aim of the study was to determine the effect of EGGC on the mRNA expression level of genes such as ZEB1, ABCB1, MDM2, TWIST1 and PTEN in MCF-7 breast cancer cells. Methods: MCF7/DOX were cultured in the presence of 0.2 μM DOX and EGCG (20-50 μM). The mRNA expression level was determined by real-time quantitative PCR using RealTime ready Custom Panel 96 kit. Results: Our results showed an important increase (about 2-fold for 20 μM EGCG + 0.2 μM DOX and 2.5-fold for 50 μM EGCG + 0.2 μM DOX, p<0.05) in ZEB1 expression levels. In case of ABCB1 gene lack of influence on the mRNA level was observed (p>0.05). We also observed significant decrease of ZEB1 expression in MCF7 cells with 20 μM and 50 μM EGCG (p<0.05). In addition, EGCG (20 μM) caused an increase of MDM2 and PTEN mRNA levels in almost 100% (p<0.05) and 40% (p>0.05), respectively. Lack of the influence of EGCG was noted for the TWIST1 gene expression. In case of MCF7/DOX we showed an increase of mRNA level of PTEN gene about 50% (p<0.05). Conclusions: These results suggest that EGCG may be potentially used in adjuvant therapy in the breast cancer treatment.


Molecules ◽  
2021 ◽  
Vol 26 (19) ◽  
pp. 5949
Author(s):  
Jingyuan Wu ◽  
Tuoyu Zhou ◽  
Yinxue Wang ◽  
Yanbiao Jiang ◽  
Yiqing Wang

Ovarian cancer ranks seventh in the most common malignant tumors among female disease, which seriously threatens female reproductive health. It is characterized by hidden pathogenesis, missed diagnosis, high reoccurrence rate, and poor prognosis. In clinic, the first-line treatment prioritized debulking surgery with paclitaxel-based chemotherapy. The harsh truth is that female patients are prone to relapse due to the dissemination of tumor cells and drug resistance. In these circumstances, the development of new therapy strategies combined with traditional approaches is conductive to improving the quality of treatment. Among numerous drug resources, botanical compounds have unique advantages due to their potentials in multitarget functions, long application history, and wide availability. Previous studies have revealed the therapeutic effects of bioactive plant components in ovarian cancer. These natural ingredients act as part of the initial treatment or an auxiliary option for maintenance therapy, further reducing the tumor and metastatic burden. In this review, we summarized the functions and mechanisms of natural botanical components applied in human ovarian cancer. We focused on the molecular mechanisms of cell apoptosis, autophagy, RNA and DNA lesion, ROS damage, and the multiple-drug resistance. We aim to provide a theoretical reference for in-depth drug research so as to manage ovarian cancer better in clinic.


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