1
|
Gkioka AI, Tsota M, Koudouna A, Gkiokas A, Mitropoulou CA, Palaiokrassa A, Alexandropoulos A, Papadatou-Gigante M, Bartzi V, Tryfou TM, Sfikakis PP, Dedoussis GV, Kyrtsonis MC. Circulating miR-16 and miR-21 Levels in Multiple Myeloma: Prognostic Significance of Survival and Response to Lenalidomide Treatment. Int J Mol Sci 2024; 25:6065. [PMID: 38892251 PMCID: PMC11172882 DOI: 10.3390/ijms25116065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 05/30/2024] [Accepted: 05/30/2024] [Indexed: 06/21/2024] Open
Abstract
MicroRNAs (miRNAs), particularly miR-16 and miR-21, play a crucial role in multiple myeloma (MM) pathogenesis by regulating gene expression. This study evaluated the prognostic significance of circulating miR-16 and miR-21 expression levels in 48 patients with MM at diagnosis treated with lenalidomide-dexamethasone (LD) compared with 15 healthy individuals (HI). All patients were treated with LD, 13 at first line and 35 at relapse, of whom 21 were tested twice at diagnosis and before LD initiation. The results revealed significantly lower levels of miR-16 and miR-21 in patients than in HIs, both at diagnosis and relapse, with decreased miR-16 levels at diagnosis, indicating improved overall survival (OS) (p value 0.024). Furthermore, miR-16 and miR-21 levels were associated with disease markers, while both correlated with the depth of response and mir-16 with sustained response to LD treatment. Ratios of both miR-16 and miR-21 expression levels (prior to LD treatment/diagnosis) below two predicted a shorter time to response (p = 0.027) and a longer time to next treatment (p = 0.042), respectively. These findings suggested a prognostic value for serum miR-16 and miR-21 levels in MM, as their expression levels correlated with disease variables and treatment outcomes.
Collapse
Affiliation(s)
- Annita-Ioanna Gkioka
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens’ Medical School, 11527 Athens, Greece; (A.-I.G.); (A.K.); (A.G.); (A.A.); (M.P.-G.); (V.B.); (T.-M.T.); (P.P.S.)
| | - Maria Tsota
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 17676 Athens, Greece; (M.T.); (C.-A.M.); (A.P.)
| | - Aspasia Koudouna
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens’ Medical School, 11527 Athens, Greece; (A.-I.G.); (A.K.); (A.G.); (A.A.); (M.P.-G.); (V.B.); (T.-M.T.); (P.P.S.)
| | - Alexandros Gkiokas
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens’ Medical School, 11527 Athens, Greece; (A.-I.G.); (A.K.); (A.G.); (A.A.); (M.P.-G.); (V.B.); (T.-M.T.); (P.P.S.)
| | - Christina-Aggeliki Mitropoulou
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 17676 Athens, Greece; (M.T.); (C.-A.M.); (A.P.)
| | - Aikaterini Palaiokrassa
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 17676 Athens, Greece; (M.T.); (C.-A.M.); (A.P.)
| | - Alexandros Alexandropoulos
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens’ Medical School, 11527 Athens, Greece; (A.-I.G.); (A.K.); (A.G.); (A.A.); (M.P.-G.); (V.B.); (T.-M.T.); (P.P.S.)
| | - Mavra Papadatou-Gigante
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens’ Medical School, 11527 Athens, Greece; (A.-I.G.); (A.K.); (A.G.); (A.A.); (M.P.-G.); (V.B.); (T.-M.T.); (P.P.S.)
| | - Vasiliki Bartzi
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens’ Medical School, 11527 Athens, Greece; (A.-I.G.); (A.K.); (A.G.); (A.A.); (M.P.-G.); (V.B.); (T.-M.T.); (P.P.S.)
| | - Thomais-Marina Tryfou
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens’ Medical School, 11527 Athens, Greece; (A.-I.G.); (A.K.); (A.G.); (A.A.); (M.P.-G.); (V.B.); (T.-M.T.); (P.P.S.)
| | - Petros P. Sfikakis
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens’ Medical School, 11527 Athens, Greece; (A.-I.G.); (A.K.); (A.G.); (A.A.); (M.P.-G.); (V.B.); (T.-M.T.); (P.P.S.)
| | - George V. Dedoussis
- Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 17676 Athens, Greece; (M.T.); (C.-A.M.); (A.P.)
| | - Marie-Christine Kyrtsonis
- Hematology Section, First Department of Propaedeutic Internal Medicine, Laikon Hospital, National and Kapodistrian University of Athens’ Medical School, 11527 Athens, Greece; (A.-I.G.); (A.K.); (A.G.); (A.A.); (M.P.-G.); (V.B.); (T.-M.T.); (P.P.S.)
| |
Collapse
|
2
|
Puła A, Robak T, Dróżdż I, Stawiski K, Rycerz A, Misiewicz M, Robak P. Circulating serum microRNAs as biomarkers of drug resistance in multiple myeloma patients treated with bortezomib-based regimens - pilot study. Leuk Lymphoma 2024; 65:257-264. [PMID: 37948578 DOI: 10.1080/10428194.2023.2278431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 10/28/2023] [Indexed: 11/12/2023]
Abstract
Despite advances in multiple myeloma (MM) treatment, drug resistance remains a clinical challenge. We aimed to develop a prognostic model for bortezomib resistance based on miRNA expression profiling. The study included 40 previously untreated MM patients receiving bortezomib-based regimens (20 treatment-sensitive, 20 resistant). Pretreatment venous blood samples were analyzed for miRNA expression. Differential expression analysis revealed upregulated miR-27b-3p (FC 1.45, p = 0.017) and let-7b-5p (FC 1.44, p = 0.025) in the resistant group. Univariate analysis identified let-7b-5p (OR 3.17, 95%CI: 1.19-11.4, p = 0.04) and miR-27b-3p (OR 4.73, 95%CI: 1.4-26.6, p = 0.036) as risk factors for resistance. The final multivariate model included miR-27b-3p (OR 23.1, 95% CI: 2.8-452, p = 0.015), let-7b-5p (OR 4.38, 95% CI: 1.28-22.2, p = 0.038), and miR-103a-3p (OR 15.3, 95% CI: 1.33-351, p = 0.049). These miRNAs may serve as biomarkers of treatment response in MM. However, external validation is necessary to confirm the clinical utility of our model.
Collapse
Affiliation(s)
- Anna Puła
- Department of Hematology, Medical University of Lodz, Lodz, Poland
- Department of Hematooncology, Copernicus Memorial Hospital, Lodz, Poland
| | - Tadeusz Robak
- Department of Hematology, Medical University of Lodz, Lodz, Poland
- Department of General Hematology, Copernicus Memorial Hospital, Lodz, Poland
| | - Izabela Dróżdż
- Department of Clinical Genetics, Medical University of Lodz, Lodz, Poland
| | - Konrad Stawiski
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Aleksander Rycerz
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | | | - Paweł Robak
- Department of Hematology, Medical University of Lodz, Lodz, Poland
- Department of Hematooncology, Copernicus Memorial Hospital, Lodz, Poland
| |
Collapse
|
3
|
Suzuki K, Yano S. IMiD-Free Interval and IMiDs Sequence: Which Strategy Is Better Suited for Lenalidomide-Refractory Myeloma? Life (Basel) 2023; 13:2229. [PMID: 38004369 PMCID: PMC10672235 DOI: 10.3390/life13112229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 11/11/2023] [Accepted: 11/15/2023] [Indexed: 11/26/2023] Open
Abstract
This review discusses immunomodulatory drug (IMiDs) sequencing and IMiD-free interval strategies for lenalidomide-refractory myeloma. IMiDs and proteasome inhibitors (PIs) improve clinical outcomes in patients with myeloma; however, refractoriness to lenalidomide, a category of IMiD, predicts poor outcomes. Next-generation IMiDs, such as pomalidomide, are effective even for lenalidomide-refractory myeloma. Therefore, an IMiD-sequencing strategy from lenalidomide to pomalidomide would be desirable. PIs are an antimyeloma therapeutic agent with another mode of action that might restore cereblon, a target of IMiDs; therefore, an IMiD-free interval via class switching from lenalidomide to PIs may be a promising alternative for lenalidomide-refractory myeloma. Additionally, the anti-CD38 monoclonal antibody is a key drug for salvage therapy in anti-CD38 monoclonal antibody-naïve patients. In clinical practice, safety profiles and social convenience can play important roles in the choice of combination therapy. In the future, the selection of optimal treatments should be based on the status of the immunological environment and genetic alterations. This review aims to discuss IMiDs sequencing and IMiD-free interval strategies for lenalidomide- refractory myeloma.
Collapse
Affiliation(s)
- Kazuhito Suzuki
- Division of Clinical Oncology and Hematology, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo 105-8461, Japan;
| | | |
Collapse
|
4
|
Li J, Shen J, Zhao Y, Du F, Li M, Wu X, Chen Y, Wang S, Xiao Z, Wu Z. Role of miR‑181a‑5p in cancer (Review). Int J Oncol 2023; 63:108. [PMID: 37539738 PMCID: PMC10552769 DOI: 10.3892/ijo.2023.5556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 07/13/2023] [Indexed: 08/05/2023] Open
Abstract
MicroRNAs (miRNAs) are non‑coding RNAs (ncRNAs) that can post‑transcriptionally suppress targeted genes. Dysregulated miRNAs are associated with a variety of diseases. MiR‑181a‑5p is a conserved miRNA with the ability to regulate pathological processes, such as angiogenesis, inflammatory response and obesity. Numerous studies have demonstrated that miR‑181a‑5p exerts regulatory influence on cancer development and progression, acting as an oncomiR or tumor inhibitor in various cancer types by impacting multiple hallmarks of tumor. Generally, miR‑181a‑5p binds to target RNA sequences with partial complementarity, resulting in suppression of the targeted genes of miR‑181a‑5p. However, the precise role of miR‑181a‑5p in cancer remains incompletely understood. The present review aims to provide a comprehensive summary of recent research on miR‑181a‑5p, focusing on its involvement in different types of cancer and its potential as a diagnostic and prognostic biomarker, as well as its function in chemoresistance.
Collapse
Affiliation(s)
- Junxin Li
- Department of Pharmacy, Affiliated Hospital of Southwest Medical University
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University
- South Sichuan Institute of Translational Medicine
- Laboratory of Personalised Cell Therapy and Cell Medicine, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Jing Shen
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University
- South Sichuan Institute of Translational Medicine
- Laboratory of Personalised Cell Therapy and Cell Medicine, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Yueshui Zhao
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University
- South Sichuan Institute of Translational Medicine
- Laboratory of Personalised Cell Therapy and Cell Medicine, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Fukuan Du
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University
- South Sichuan Institute of Translational Medicine
- Laboratory of Personalised Cell Therapy and Cell Medicine, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Mingxing Li
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University
- South Sichuan Institute of Translational Medicine
- Laboratory of Personalised Cell Therapy and Cell Medicine, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Xu Wu
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University
- South Sichuan Institute of Translational Medicine
- Laboratory of Personalised Cell Therapy and Cell Medicine, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Yu Chen
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University
- South Sichuan Institute of Translational Medicine
- Laboratory of Personalised Cell Therapy and Cell Medicine, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Shurong Wang
- Department of Pharmacy, Affiliated Hospital of Southwest Medical University
| | - Zhangang Xiao
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University
- South Sichuan Institute of Translational Medicine
- Laboratory of Personalised Cell Therapy and Cell Medicine, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| | - Zhigui Wu
- Department of Pharmacy, Affiliated Hospital of Southwest Medical University
- South Sichuan Institute of Translational Medicine
- Laboratory of Personalised Cell Therapy and Cell Medicine, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, Sichuan 646000, P.R. China
| |
Collapse
|
5
|
Mikulski D, Nowicki M, Dróźdż I, Misiewicz M, Kościelny KP, Okoński K, Krawiec K, Perdas E, Wierzbowska A, Fendler W. High serum miR-223-3p expression level predicts complete response and prolonged overall survival in multiple myeloma patients undergoing autologous hematopoietic stem cell transplantation. Front Oncol 2023; 13:1250355. [PMID: 37829335 PMCID: PMC10565214 DOI: 10.3389/fonc.2023.1250355] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 08/23/2023] [Indexed: 10/14/2023] Open
Abstract
Introduction AHSCT is the treatment of choice for newly diagnosed patients with transplant-eligible multiple myeloma (MM). However, considerable variability in response to autologous hematopoietic stem cell transplantation (AHSCT) results in only 50% of patients achieving complete response (CR) after AHSCT, which is directly associated with improved progression-free and overall survival (OS). In this study, we aimed to investigate the potential predictive role of selected serum miRNAs in MM patients who underwent AHSCT. Patients and methods Serum expression level of 6 miRNAs: miR-221-3p, miR-15b-5p, miR-223-3p, miR-320c, miR-361-3p, and miR-150-5p was evaluated in 51 patients who underwent AHSCT. Blood samples were collected at two time points: before conditioning chemotherapy (T1) and fourteen days after transplant (+14) (T2). Results All selected miRNAs significantly changed their expression level across the procedure- two were up-regulated after AHSCT: hsa-miR-320c (FC 1.42, p<0.0001) and hsa-miR-361-3p (FC 1.35, p=0.0168); four were down-regulated: hsa-miR-15b-5p (FC 0.53, p<0.0001), hsa-miR-221-3p (FC 0.78, p=0.0004), hsa-miR-223-3p (FC 0.74, p=0.0015) and hsa-miR-150-5p (FC 0.75, p=0.0080). Notably, before AHSCT, hsa-miR-223-3p was down-regulated in International Staging System (ISS) III patients (FC=0.76, p=0.0155), and hsa-miR-320c was up-regulated (FC=1.27, p=0.0470). These differences became non-significant after AHSCT. Eight (15.69%) patients achieved CR before AHSCT and 17 patients (33.33%) at +100 days after AHSCT. In multivariate logistic regression analysis, achievement of CR after induction and hsa-miR-223-3p at T1 were independent predictors of CR after AHSCT. In multivariate Cox regression analysis, hsa-miR-223-3p at T1 expression level was associated with prolonged OS (HR 0.06, 95%CI: 0.00 - 0.99, p=0.0488). Conclusion Serum expression of has-miR-223-3p is a predictor of CR and prolonged OS in MM patients undergoing AHSCT.
Collapse
Affiliation(s)
- Damian Mikulski
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
- Department of Hematooncology, Copernicus Memorial Hospital in Lodz, Lodz, Poland
| | - Mateusz Nowicki
- Department of Hematology and Transplantology, Copernicus Memorial Hospital in Lodz, Lodz, Poland
- Department of Hematology, Medical University of Lodz, Lodz, Poland
| | - Izabela Dróźdż
- Department of Clinical Genetics, Medical University of Lodz, Lodz, Poland
| | - Małgorzata Misiewicz
- Department of Hematology and Transplantology, Copernicus Memorial Hospital in Lodz, Lodz, Poland
| | - Kacper Piotr Kościelny
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Karol Okoński
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Kinga Krawiec
- Department of Hematology and Transplantology, Copernicus Memorial Hospital in Lodz, Lodz, Poland
- Department of Hematology, Medical University of Lodz, Lodz, Poland
| | - Ewelina Perdas
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| | - Agnieszka Wierzbowska
- Department of Hematology and Transplantology, Copernicus Memorial Hospital in Lodz, Lodz, Poland
- Department of Hematology, Medical University of Lodz, Lodz, Poland
| | - Wojciech Fendler
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| |
Collapse
|
6
|
Puła A, Robak P, Jarych D, Mikulski D, Misiewicz M, Drozdz I, Fendler W, Szemraj J, Robak T. The Relationship between Serum miRNAs and Early Mortality in Multiple Myeloma Patients Treated with Bortezomib-Based Regimens. Int J Mol Sci 2023; 24:ijms24032938. [PMID: 36769265 PMCID: PMC9917942 DOI: 10.3390/ijms24032938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 01/28/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
Multiple myeloma (MM) is a hematological malignancy characterized by the clonal proliferation of plasma cells in the bone marrow (BM) microenvironment. Despite the progress made in treatment, some MM patients still die within the first year of diagnosis. Numerous studies investigating microRNA (miRNA) expression patterns suggest they may be good prognostic markers. The primary aim of this study was to analyze the expression of selected miRNAs in the serum of MM patients who were later treated with bortezomib-based regimens, and to determine their potential to predict early mortality. The study was conducted in 70 prospectively recruited patients with newly diagnosed MM admitted to the Department of Hematology of the Copernicus Memorial Hospital, Lodz (Poland) between 2017 and 2021. Among them, 17 patients experienced death within 12 months of diagnosis. The expression of 31 selected miRNAs was determined using a miRCURY LNA miRNA Custom PCR Panel. The obtained clinical data included patient characteristics on diagnosis, treatment regimen, response to treatment, and follow-up. Differential expression analysis found two miRNAs to be significantly downregulated in the early mortality group: hsa-miR-328-3p (fold change-FC: 0.72, p = 0.0342) and hsa-miR-409-3p (FC: 0.49, p = 0.0357). Univariate and multivariate logistic regression analyses were performed to assess the early mortality rate. The final model consisted of hsa-miR-409-3p, hsa-miR-328-3p, age, and R-ISS 3. It yielded an area under the curve (AUC) of 0.863 (95%CI: 0.761-0.965) with 88.2% sensitivity and 77.5% specificity. Further external validation of our model is needed to confirm its clinical value.
Collapse
Affiliation(s)
- Anna Puła
- Department of Hematology, Medical University of Lodz, 93-510 Lodz, Poland
- Department of Hematooncology, Copernicus Memorial Hospital, 93-510 Lodz, Poland
| | - Paweł Robak
- Department of Hematooncology, Copernicus Memorial Hospital, 93-510 Lodz, Poland
- Department of Experimental Hematology, Medical University of Lodz, 93-510 Lodz, Poland
| | - Dariusz Jarych
- Laboratory of Virology, Institute of Medical Biology, Polish Academy of Sciences, 93-232 Lodz, Poland
| | - Damian Mikulski
- Department of Hematooncology, Copernicus Memorial Hospital, 93-510 Lodz, Poland
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, 92-215 Lodz, Poland
| | | | - Izabela Drozdz
- Department of Clinical Genetics, Medical University of Lodz, 92-213 Lodz, Poland
| | - Wojciech Fendler
- Department of Biostatistics and Translational Medicine, Medical University of Lodz, 92-215 Lodz, Poland
| | - Janusz Szemraj
- Department of Medical Biochemistry, Medical University of Lodz, 92-215 Lodz, Poland
| | - Tadeusz Robak
- Department of Hematology, Medical University of Lodz, 93-510 Lodz, Poland
- Department of General Hematology, Copernicus Memorial Hospital, 93-510 Lodz, Poland
- Correspondence:
| |
Collapse
|
7
|
MicroRNA Expression Profile in TSC Cell Lines and the Impact of mTOR Inhibitor. Int J Mol Sci 2022; 23:ijms232214493. [PMID: 36430972 PMCID: PMC9694073 DOI: 10.3390/ijms232214493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 11/10/2022] [Accepted: 11/16/2022] [Indexed: 11/23/2022] Open
Abstract
The aim of this study was to assess the potential implication of microRNA on tuberous sclerosis (TSC) pathogenesis by performing microRNA profiling on cell lines silencing TSC1 or TSC2 genes using qPCR panels, before and after incubation with rapamycin. Significant differences in expression were observed between samples before and after rapamycin treatment in nineteen miRNAs in TSC1, five miRNAs in TSC2 and seven miRNAs in controls. Of miRNAs dysregulated before rapamycin treatment, three normalized after treatment in the TSC1 group (miR-21-3p, miR-433-3p, let-7g-3p) and one normalized in the TSC2 group (miR-1224-3p). Of the miRNAs dysregulated before rapamycin treatment in the TSC1 and TSC2 groups, two did not normalize after treatment (miR-33a-3p, miR-29a-3p). The results of the possible targets indicated that there are four common genes with seed regions susceptible to regulation by those miRNAs: ZBTB20, PHACTR2, PLXNC1 and ATP1B4. Our data show no changes in mRNA expression of these targets after rapamycin treatment. In conclusion, results of our study indicate the involvement of miRNA dysregulation in the pathogenesis of TSC. Some of the miRNA might be used as markers of treatment efficacy and autonomic miRNA as a target for future therapy.
Collapse
|
8
|
Königstein K, Meier J, Angst T, Maurer DJ, Kröpfl JM, Carrard J, Infanger D, Baumann S, Bischofsberger I, Harder M, Jäggi Y, Wettach S, Hanssen H, Schmidt-Trucksäss A. VascuFit: vascular effects of non-linear periodized exercise training in sedentary adults with elevated cardiovascular risk - protocol for a randomized controlled trial. BMC Cardiovasc Disord 2022; 22:449. [PMID: 36303113 PMCID: PMC9615395 DOI: 10.1186/s12872-022-02905-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 10/17/2022] [Indexed: 11/12/2022] Open
Abstract
Background Early vascular aging (EVA) is increasingly prevalent in the general population. Exercise is important for primary cardiovascular prevention, but often insufficient due to ineffective training methods and a lack of biomarkers suitable to monitor its vascular effects. VascuFit will assess the effectiveness of non-linear periodized aerobic exercise (NLPE) in a non-athletic sedentary population to improve both established and promising biomarkers of EVA. Methods Forty-three sedentary adults, aged 40–60 years, with elevated cardiovascular risk will either engage in 8 weeks of ergometer-based NLPE (n = 28) or receive standard exercise recommendations (n = 15). The primary outcome will be the change of brachial-arterial flow-mediated dilation (baFMD) after versus before the intervention. Secondary outcomes will be the change in static vessel analysis (SVA; clinical biomarker of microvascular endothelial function), endomiRs (microRNAs regulating key molecular pathways of endothelial cell homeostasis) and circulating cellular markers of endothelial function (mature endothelial cells, endothelial progenitor cells). Tertiary outcomes will be the change in sphingolipidome, maximum oxygen capacity, and traditional cardiovascular risk factors (blood pressure, triglycerides, cholesterol, fasting glucose, high-sensitivity C-reactive protein). Discussion We expect an improvement of baFMD of at least 2.6% and significant pre-post intervention differences of SVA and endomiRs as well as of the tertiary outcomes in the intervention group. VascuFit may demonstrate the effectiveness of NLPE to improve endothelial function, thus vascular health, in the general sedentary population. Furthermore, this project might demonstrate the potential of selected molecular and cellular biomarkers to monitor endothelial adaptations to aerobic exercise. Trial registration The trial was registered on www.clinicaltrials.gov (NCT05235958) in February 11th 2022.
Collapse
Affiliation(s)
- Karsten Königstein
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland. .,Clinic for Children and Adolescent Medicine, Staedtisches Klinikum Karlsruhe, Karlsruhe, Germany.
| | - Jennifer Meier
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Thomas Angst
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Debbie J Maurer
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland.,Swiss Research Institute for Sports Medicine (SRISM), Davos, Switzerland
| | - Julia M Kröpfl
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Justin Carrard
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Denis Infanger
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Sandra Baumann
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Imerio Bischofsberger
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Marc Harder
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Yves Jäggi
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Sabrina Wettach
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Henner Hanssen
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| | - Arno Schmidt-Trucksäss
- Division of Sports and Exercise Medicine, Department of Sport, Exercise and Health, University of Basel, Grosse Allee 6, 4052, Basel, Switzerland
| |
Collapse
|
9
|
Targeting non-coding RNAs to overcome cancer therapy resistance. Signal Transduct Target Ther 2022; 7:121. [PMID: 35418578 PMCID: PMC9008121 DOI: 10.1038/s41392-022-00975-3] [Citation(s) in RCA: 119] [Impact Index Per Article: 59.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 03/07/2022] [Accepted: 03/07/2022] [Indexed: 02/07/2023] Open
Abstract
It is now well known that non-coding RNAs (ncRNAs), rather than protein-coding transcripts, are the preponderant RNA transcripts. NcRNAs, particularly microRNAs (miRNAs), long non-coding RNAs (lncRNAs), and circular RNAs (circRNAs), are widely appreciated as pervasive regulators of multiple cancer hallmarks such as proliferation, apoptosis, invasion, metastasis, and genomic instability. Despite recent discoveries in cancer therapy, resistance to chemotherapy, radiotherapy, targeted therapy, and immunotherapy continue to be a major setback. Recent studies have shown that ncRNAs also play a major role in resistance to different cancer therapies by rewiring essential signaling pathways. In this review, we present the intricate mechanisms through which dysregulated ncRNAs control resistance to the four major types of cancer therapies. We will focus on the current clinical implications of ncRNAs as biomarkers to predict treatment response (intrinsic resistance) and to detect resistance to therapy after the start of treatment (acquired resistance). Furthermore, we will present the potential of targeting ncRNA to overcome cancer treatment resistance, and we will discuss the challenges of ncRNA-targeted therapy—especially the development of delivery systems.
Collapse
|
10
|
Lutsenko A, Belaya Z, Nikitin A, Solodovnikov A, Lapshina A, Koshkin P, Vorontsova M, Rozhinskaya L, Melnichenko G, Dedov I. Circulating Plasma MicroRNA in Patients With Active Acromegaly. J Clin Endocrinol Metab 2022; 107:500-511. [PMID: 34550352 DOI: 10.1210/clinem/dgab695] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Indexed: 01/08/2023]
Abstract
CONTEXT Excessive production of growth hormone causes marked multiorgan changes in patients with acromegaly, which may involve epigenetic mechanisms. OBJECTIVE To evaluate differences in circulating microRNAs (miRNAs) associated with chronic growth hormone overproduction in adults. DESIGN AND SETTING A cross-sectional case-control study was conducted at a tertiary medical center. PARTICIPANTS We enrolled 12 consecutive patients with acromegaly along with 12 age- and sex-matched controls in the discovery phase of the study and then extended this cohort to 47 patients with acromegaly and 28 healthy controls for the validation study. MAIN OUTCOME MEASURES Plasma miRNAs were quantified by next-generation sequencing (NGS) in the discovery phase. Levels of selected miRNAs were validated on extended cohorts using reverse transcription quantitative polymerase chain reaction (RT-qPCR), compared between groups, and correlated with clinical parameters. RESULTS Based on NGS data, we selected 3 plasma miRNAs downregulated in patients with acromegaly compared to healthy controls: miR-4446-3p -1.317 (P = 0.001), miR-215-5p -3.040 (P = 0.005), and miR-342-5p -1.875 (P = 0.013) without multiplicity correction for all 3 miRNAs. These results were confirmed by RT-qPCR in the validation phase for 2 miRNAs out of 3: miR-4446-3p (P < 0.001, Padjusted < 0.001), area under the receiver-operator curve (AUC) 0.862 (95% CI 0.723-0.936; P < 0.001) and miR-215-5p (P < 0.001, Padjusted < 0.001), AUC 0.829 (95% CI 0.698-0.907; P < 0.001) to differentiate patients with acromegaly from healthy controls. CONCLUSIONS In a 2-phase experiment using 2 different techniques we found and validated the downregulation of plasma miR-4446-3p and miR-215-5p in patients with acromegaly compared to healthy subjects, which makes them promising biomarkers for further research.
Collapse
Affiliation(s)
- Alexander Lutsenko
- Department of Neuroendocrinology and Bone Diseases, Endocrinology Research Centre, Moscow, Russia
| | - Zhanna Belaya
- Department of Neuroendocrinology and Bone Diseases, Endocrinology Research Centre, Moscow, Russia
| | - Alexey Nikitin
- Genetics Laboratory, Federal Research and Clinical Center FMBA of Russia, Moscow, Russia
| | - Alexander Solodovnikov
- Department of Preventive and Family Medicine, Ural State Medical University, Yekaterinburg, Russia
| | - Anastasia Lapshina
- Department of Fundamental Pathomorphology, Endocrinology Research Centre, Moscow, Russia
| | - Philipp Koshkin
- Laboratory of Molecular Pathology, Center of Medical Genetics (Genomed), Moscow, Russia
| | - Maria Vorontsova
- Laboratory of Molecular Endocrinology, Institute for Regenerative medicine, Lomonosov Moscow State University, Moscow, Russia
- Institute of Paediatric Endocrinology, Endocrinology Research Centre, Moscow, Russia
| | - Liudmila Rozhinskaya
- Department of Neuroendocrinology and Bone Diseases, Endocrinology Research Centre, Moscow, Russia
| | - Galina Melnichenko
- Institute of Clinical Endocrinology, Endocrinology Research Centre, Moscow, Russia
| | - Ivan Dedov
- Department of Neuroendocrinology and Bone Diseases, Endocrinology Research Centre, Moscow, Russia
| |
Collapse
|
11
|
Robak T. Meet the Editorial Board Member. Curr Med Chem 2022. [DOI: 10.2174/092986732901220103104419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Tadeusz Robak
- Medical University of Lodz
Cio kowskiego, Lodz
Poland
| |
Collapse
|
12
|
Dong X, Lu G, Su X, Liu J, Chen X, Tian Y, Chang Y, Wang L, Wang W, Zhou J. Identification of key miRNA signature and pathways involved in multiple myeloma by integrated bioinformatics analysis. Hematology 2021; 26:976-984. [PMID: 34871535 DOI: 10.1080/16078454.2021.2003980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
Multiple myeloma (MM) is one of the most common types of hematologic malignancy for which the underlying molecular mechanisms remain largely unclear. Dysregulated miRNA expression has been shown to be involved in MM tumorigenesis, progression and drug response. Therefore, a comprehensive analysis based on miRNA-level integrated strategy was performed. This study aimed to elucidate key miRNA signatures and pathways in MM by integrated bioinformatics analysis. Expression profiles GSE24371, GSE49261 and GSE54156 were obtained from the Gene Expression Omnibus database, and differentially expressed miRNAs (DEMirs) with p < 0.05 were identified. The target genes of these DEMirs were obtained from ENCORI database, and functional enrichment, subpathway enrichment and protein-protein interaction network construction were performed. The key target genes were identified by random walk algorithm and survival verification was performed. and discussion: First, six up-regulated and four down-regulated DEMirs shared between any two GSE data sets were identified. Second, target genes (DEMirTGs) by up-regulated and down-regulated DEMirs were obtained. Functional and subpathway enrichment analysis showed that these up-regulated DEMirs are consistently involved in the Wnt signaling pathway. Moreover, enrichment of the down-regulated DEMirs is mainly in the MAPK signaling pathway. Finally, a protein-protein interaction sub-network for these DEMirTGs was constructed, the correlations between the two key genes were identified and survival in MM was evaluated using multiple independent data sets. We identified miRNA signatures and key target genes that were closely related to MM biology, and these genes might serve as potential therapeutic targets for MM patients.
Collapse
Affiliation(s)
- Xiushuai Dong
- Department of Hematology, The First Affiliated Hospital, Harbin Medical University, Harbin, People's Republic of China.,Department of Hematology, The Second Affiliated Hospital, Harbin Medical University, Harbin, People's Republic of China
| | - Gang Lu
- CUHK-SDU Joint Laboratory on Reproductive Genetics, School of Biomedical Sciences, The Chinese University of Hong Kong, Hong Kong, People's Republic of China
| | - Xianwei Su
- CUHK-SDU Joint Laboratory on Reproductive Genetics, School of Biomedical Sciences, The Chinese University of Hong Kong, Hong Kong, People's Republic of China
| | - Jie Liu
- Department of Hematology, The First Affiliated Hospital, Harbin Medical University, Harbin, People's Republic of China
| | - Xi Chen
- Department of Hematology, The Second Affiliated Hospital, Harbin Medical University, Harbin, People's Republic of China
| | - Yaoyao Tian
- Department of Hematology, The Second Affiliated Hospital, Harbin Medical University, Harbin, People's Republic of China
| | - Yuying Chang
- Department of Hematology, The Second Affiliated Hospital, Harbin Medical University, Harbin, People's Republic of China
| | - Lianjie Wang
- Department of Hematology, The Second Affiliated Hospital, Harbin Medical University, Harbin, People's Republic of China
| | - Wei Wang
- Department of Hematology, The Second Affiliated Hospital, Harbin Medical University, Harbin, People's Republic of China
| | - Jin Zhou
- Department of Hematology, The First Affiliated Hospital, Harbin Medical University, Harbin, People's Republic of China
| |
Collapse
|
13
|
Yuan J, Zhang Q, Wu S, Yan S, Zhao R, Sun Y, Tian X, Zhou K. miRNA-223-3p modulates ibrutinib resistance through regulation of the CHUK/Nf-κb signaling pathway in mantle cell lymphoma. Exp Hematol 2021; 103:52-59.e2. [PMID: 34474146 DOI: 10.1016/j.exphem.2021.08.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 08/25/2021] [Accepted: 08/27/2021] [Indexed: 12/29/2022]
Abstract
Since the use of Bruton's tyrosine kinase (BTK) inhibitor ibrutinib in relapsed/refractory (R/R) mantle cell lymphoma (MCL), the problem of drug resistance has become increasingly prominent. Though it has been proven that the nonclassic nuclear factor κB pathway (nonclassic NF-κB pathway) correlates with ibrutinib resistance in MCL, the upstream regulator is unknown. In the present study, conserved helix-loop-helix ubiquitous kinase (CHUK) overexpression accelerated proliferation and suppressed apoptosis of MCL cells after ibrutinib treatment in vitro. The results of luciferase reporter assay, real-time quantitative polymerase chain reaction (RT-qPCR), and Western blot revealed that CHUK was targeted and negatively regulated by miRNA-223-3p. miRNA-223-3p knockdown promoted proliferation and inhibited apoptosis of MCL cells after ibrutinib treatment in vitro and vivo, whereas CHUK knockdown reversed downregulated miRNA-223-3p-promoted cell proliferation after ibrutinib treatment in vitro. In conclusion, miRNA-223-3p modulates ibrutinib resistance through regulation of the CHUK/NF-κB signaling pathway in MCL, which is crucial in providing a marker to predict disease response.
Collapse
Affiliation(s)
- Jingjing Yuan
- Department of Hematology, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China
| | - Qing Zhang
- Department of Hematology, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China
| | - Shengsheng Wu
- Department of Hematology, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China
| | - Suran Yan
- Department of Hematology, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China
| | - Ran Zhao
- Department of Hematology, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China
| | - Yajuan Sun
- Department of Hematology, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China
| | - Xiaoxu Tian
- Department of Hematology, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China
| | - Keshu Zhou
- Department of Hematology, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China.
| |
Collapse
|
14
|
Prognostic Value of Resistance Proteins in Plasma Cells from Multiple Myeloma Patients Treated with Bortezomib-Based Regimens. J Clin Med 2021; 10:jcm10215028. [PMID: 34768548 PMCID: PMC8584776 DOI: 10.3390/jcm10215028] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 10/21/2021] [Accepted: 10/26/2021] [Indexed: 12/20/2022] Open
Abstract
While multiple myeloma (MM) treatment with proteasome inhibitors and other agents yields encouraging results, primary and secondary resistance remains an emerging problem. An important factor in such treatment resistance is the overexpression of several proteins. The present study comprehensively evaluates the expression of POMP, PSMB5, NRF2, XBP1, cMAF and MAFb proteins in plasma cells isolated from the bone marrow of 39 MM patients treated with bortezomib-based regimens using an enzyme-linked immunosorbent assay (ELISA). The proteins were selected on the basis of previous laboratory and clinical studies in bortezomib-treated MM patients. It was found that the expression of the investigated proteins did not significantly differ between bortezomib-sensitive and bortezomib-refractory patients. However, the expression of some proteins correlated with overall survival (OS); this was significantly shorter in patients with higher POMP expression (HR 2.8, 95% CI: 1.1–7.0, p = 0.0277) and longer in those with higher MAFB expression (HR 0.32, 95% CI: 0.13–0.80, p = 0.0147). Our results indicate that a high expression of POMP and MAFB in MM plasma cells may serve as predictors of OS in MM patients treated with bortezomib-based regimens. However, further studies are needed to determine the role of these factors in effective strategies for improving anti-myeloma therapy.
Collapse
|
15
|
Xiang Y, Zhang L, Xiang P, Zhang J. Circulating miRNAs as Auxiliary Diagnostic Biomarkers for Multiple Myeloma: A Systematic Review, Meta-Analysis, and Recommendations. Front Oncol 2021; 11:698197. [PMID: 34307166 PMCID: PMC8297545 DOI: 10.3389/fonc.2021.698197] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 06/22/2021] [Indexed: 01/20/2023] Open
Abstract
Multiple myeloma (MM) is a hematologic malignancy characterized by aberrant expansion of monoclonal plasma cells with high mortality and severe complications due to the lack of early diagnosis and timely treatment. Circulating miRNAs have shown potential in the diagnosis of MM with inconsistent results, which remains to be fully assessed. Here we updated a meta-analysis with relative studies and essays published in English before Jan 31, 2021. After steps of screening, 32 studies from 11 articles that included a total of 627 MM patients and 314 healthy controls were collected. All data were analyzed by REVMAN 5.3 and Stata MP 16, and the quality of included literatures was estimated by Diagnostic Accuracy Study 2 (QUADAS-2). The pooled area under the curve (AUC) shown in summary receiver operating characteristic (SROC) analyses of circulating miRNAs was 0.87 (95%CI, 0.81–0.89), and the sensitivity, specificity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), and diagnostic odds ratio (DOR) were 0.79, 0.86, 5, 0.27, 22, respectively. Meta-regression and subgroup analysis exhibited that “miRNA cluster”, patient “detailed stage or Ig isotype” accounted for a considerable proportion of heterogeneity, revealing the importance of study design and patient inclusion in diagnostic trials; thus standardized recommendations were proposed for further studies. In addition, the performance of the circulating miRNAs included in MM prognosis and treatment response prediction was summarized, indicating that they could serve as valuable biomarkers, which would expand their clinical application greatly.
Collapse
Affiliation(s)
- Yunhui Xiang
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Liuyun Zhang
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, China
| | - Pinpin Xiang
- College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Juan Zhang
- Department of Laboratory Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| |
Collapse
|
16
|
Łuczkowska K, Rogińska D, Ulańczyk Z, Safranow K, Paczkowska E, Baumert B, Milczarek S, Osękowska B, Górska M, Borowiecka E, Sommerfeld K, Zawodny P, Szudy-Szczyrek A, Hus M, Machaliński B. microRNAs as the biomarkers of chemotherapy-induced peripheral neuropathy in patients with multiple myeloma. Leuk Lymphoma 2021; 62:2768-2776. [PMID: 34092168 DOI: 10.1080/10428194.2021.1933478] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Multiple myeloma (MM) is a malignant, incurable neoplastic disease. The currently used treatment significantly improves the prognosis and extends the survival time of patients. Unfortunately, a common side effect of the therapy is peripheral neuropathy, which may lead to dose reduction or complete treatment discontinuation/modification. In this study, we examined the changes in plasma levels of circulating miRNAs in myeloma patients to define potential factors characteristic for drug-induced peripheral neuropathy (DiPN). Global miRNA expression profile in the plasma of patients with MM during treatment was determined using miRNA microarray technology. Receiver operating characteristic (ROC) analysis allowed the identification of three miRNAs (miR-22-3p; miR-23a-3p; miR-24-3p) that could be a potential biomarker of PN. The most promising results were obtained for miR-22-3p, which was characterized by ROC area under curve (AUC) = 0.807. Our results suggest a relationship between the DiPN in patients with MM and the level of selected miRNAs in the plasma.
Collapse
Affiliation(s)
- Karolina Łuczkowska
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Dorota Rogińska
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Zofia Ulańczyk
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Krzysztof Safranow
- Department of Biochemistry and Medical Chemistry, Pomeranian Medical University, Szczecin, Poland
| | - Edyta Paczkowska
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland.,Department of Bone Marrow Transplantation, Pomeranian Medical University, Szczecin, Poland
| | - Bartłomiej Baumert
- Department of Bone Marrow Transplantation, Pomeranian Medical University, Szczecin, Poland
| | - Sławomir Milczarek
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland.,Department of Bone Marrow Transplantation, Pomeranian Medical University, Szczecin, Poland
| | - Bogumiła Osękowska
- Department of Bone Marrow Transplantation, Pomeranian Medical University, Szczecin, Poland
| | - Martyna Górska
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Ewa Borowiecka
- Department of Bone Marrow Transplantation, Pomeranian Medical University, Szczecin, Poland
| | - Krzysztof Sommerfeld
- Department of Bone Marrow Transplantation, Pomeranian Medical University, Szczecin, Poland
| | - Piotr Zawodny
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Aneta Szudy-Szczyrek
- Department of Haematooncology and Bone Marrow Transplantation, Medical University of Lublin, Lublin, Poland
| | - Marek Hus
- Department of Haematooncology and Bone Marrow Transplantation, Medical University of Lublin, Lublin, Poland
| | - Bogusław Machaliński
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland.,Department of Bone Marrow Transplantation, Pomeranian Medical University, Szczecin, Poland
| |
Collapse
|
17
|
Katiyar A, Kaur G, Rani L, Jena L, Singh H, Kumar L, Sharma A, Kaur P, Gupta R. Genome-wide identification of potential biomarkers in multiple myeloma using meta-analysis of mRNA and miRNA expression data. Sci Rep 2021; 11:10957. [PMID: 34040057 PMCID: PMC8154993 DOI: 10.1038/s41598-021-90424-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Accepted: 04/29/2021] [Indexed: 02/07/2023] Open
Abstract
Multiple myeloma (MM) is a plasma cell malignancy with diverse clinical phenotypes and molecular heterogeneity not completely understood. Differentially expressed genes (DEGs) and miRNAs (DEMs) in MM may influence disease pathogenesis, clinical presentation / drug sensitivities. But these signatures overlap meagrely plausibly due to complexity of myeloma genome, diversity in primary cells studied, molecular technologies/ analytical tools utilized. This warrants further investigations since DEGs/DEMs can impact clinical outcomes and guide personalized therapy. We have conducted genome-wide meta-analysis of DEGs/DEMs in MM versus Normal Plasma Cells (NPCs) and derived unified putative signatures for MM. 100 DEMs and 1,362 DEGs were found deranged between MM and NPCs. Signatures of 37 DEMs ('Union 37') and 154 DEGs ('Union 154') were deduced that shared 17 DEMs and 22 DEGs with published prognostic signatures, respectively. Two miRs (miR-16-2-3p, 30d-2-3p) correlated with survival outcomes. PPI analysis identified 5 topmost functionally connected hub genes (UBC, ITGA4, HSP90AB1, VCAM1, VCP). Transcription factor regulatory networks were determined for five seed DEGs with ≥ 4 biomarker applications (CDKN1A, CDKN2A, MMP9, IGF1, MKI67) and three topmost up/ down regulated DEMs (miR-23b, 195, let7b/ miR-20a, 155, 92a). Further studies are warranted to establish and translate prognostic potential of these signatures for MM.
Collapse
Affiliation(s)
- Amit Katiyar
- Bioinformatics Facility, Centralized Core Research Facility, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
- ICMR-AIIMS Computational Genomics Centre, Division of Biomedical Informatics, Indian Council of Medical Research, Ansari Nagar, New Delhi, 110029, India
- Department of Biophysics, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Gurvinder Kaur
- Laboratory Oncology Unit, Dr B. R. A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, 110029, India
- Genomics Facility, Centralized Core Research Facility, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Lata Rani
- Laboratory Oncology Unit, Dr B. R. A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, 110029, India
- Genomics Facility, Centralized Core Research Facility, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Lingaraja Jena
- Laboratory Oncology Unit, Dr B. R. A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, 110029, India
| | - Harpreet Singh
- ICMR-AIIMS Computational Genomics Centre, Division of Biomedical Informatics, Indian Council of Medical Research, Ansari Nagar, New Delhi, 110029, India
| | - Lalit Kumar
- Department of Medical Oncology, Dr B. R. A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Atul Sharma
- Department of Medical Oncology, Dr B. R. A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India
| | - Punit Kaur
- Bioinformatics Facility, Centralized Core Research Facility, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India.
- Department of Biophysics, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India.
| | - Ritu Gupta
- Laboratory Oncology Unit, Dr B. R. A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, 110029, India.
- Genomics Facility, Centralized Core Research Facility, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110029, India.
| |
Collapse
|
18
|
The Prognostic Value of Whole-Blood PSMB5, CXCR4, POMP, and RPL5 mRNA Expression in Patients with Multiple Myeloma Treated with Bortezomib. Cancers (Basel) 2021; 13:cancers13050951. [PMID: 33668794 PMCID: PMC7956525 DOI: 10.3390/cancers13050951] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 02/08/2021] [Accepted: 02/16/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary The mRNA expression of nine previously described genes that may affect resistance to multiple myeloma (MM), viz., ABCB1, CXCR4, MAF, MARCKS, POMP, PSMB5, RPL5, TXN, and XBP1, was compared between bortezomib-refractory and bortezomib-sensitive patients. RPL5 was the only gene to be significantly down-regulated in MM patients compared with non-MM individuals, while POMP was significantly up-regulated in the bortezomib-refractory patients. Multivariate analysis found the best independent predictors of progression-free survival to be high PSMB5 and CXCR expression and autologous stem cell transplantation, and that high expression of POMP and RPL5 were associated with shorter survival. Abstract 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.
Collapse
|
19
|
Potential Role of microRNAs in inducing Drug Resistance in Patients with Multiple Myeloma. Cells 2021; 10:cells10020448. [PMID: 33672466 PMCID: PMC7923438 DOI: 10.3390/cells10020448] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 02/08/2021] [Accepted: 02/17/2021] [Indexed: 02/06/2023] Open
Abstract
The prognosis for newly diagnosed subjects with multiple myeloma (MM) has significantly progressed in recent years. However, most MM patients relapse and after several salvage therapies, the onset of multidrug resistance provokes the occurrence of a refractory disease. A continuous and bidirectional exchange of information takes place between the cells of the microenvironment and neoplastic cells to solicit the demands of cancer cells. Among the molecules serving as messengers, there are microRNAs (miRNA), a family of small noncoding RNAs that regulate gene expression. Numerous miRNAs are associated with drug resistance, also in MM, and the modulation of their expression or activity might be explored to reverse it. In this review we report the most recent studies concerning the relationship between miRNAs and chemoresistance to the most frequently used drugs, such as proteasome inhibitors, steroids, alkylating agents and immunomodulators. The experimental use of antagomirs or miRNA mimics have successfully been proven to counteract chemoresistance and display synergistic effects with antimyeloma drugs which could represent a fundamental moment to overcome resistance in MM treatment.
Collapse
|
20
|
Robak T. Meet Our Editorial Board Member. Curr Med Chem 2020. [DOI: 10.2174/092986732802201230094642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Tadeusz Robak
- Medical University of Lodz, Cio kowskiego, Lodz, Poland
| |
Collapse
|