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ZHANG YAN, ZHANG HEYANG, WANG JING, WEI XIN, QU YI, XU FENG, ZHANG LIJUN. A genetic variant study of bortezomib-induced peripheral neuropathy in Chinese multiple myeloma patients. Oncol Res 2024; 32:955-963. [PMID: 38686049 PMCID: PMC11055991 DOI: 10.32604/or.2023.043922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Accepted: 12/05/2023] [Indexed: 05/02/2024] Open
Abstract
Background Bortezomib results in peripheral neuropathy (PN) in approximately 50% of patients, during multiple myeloma (MM) treatment, a complication known as Bortezomib-induced peripheral neuropathy (BIPN). The drug response varies among individuals. Genetic factor may play an important role in BIPN. Methods A next-generation sequencing (NGS) panel containing 1659 targets from 233 genes was used to identify risk variants for developing BIPN in 204 MM patients who received bortezomib therapy. mRNA expression of MTHFR and ALDH1A1 in 62 peripheral blood samples was detected by real-time quantitative PCR (RT-qPCR). Serum homocysteine (Hcy) levels were detected in 40 samples by chemiluminescent microparticle immunoassay (CMIA). Results Compared with the non-BIPN group (n = 89), a total of 8 significantly associated single nucleotide polymorphisms (SNPs) were identified in the BIPN group (n = 115): MTHFR (rs1801131, rs1801133, rs17421511), EPHX1 (rs1051740), MME (rs2016848), ALDH1A1 (rs6151031), HTR7 (rs1935349) and CYP2A6 (rs8192720). The mRNA expression level of MTHFR in newly diagnosed patients with peripheral neuritis after treatment (NP group) was lower than that of newly diagnosed patients without peripheral neuritis after treatment (NnP group) (1.70 ± 0.77 vs. 2.81 ± 0.97, p= 0.009). Serum Hcy levels were significantly higher in BIPN group than in non-BIPN group (11.66 ± 1.79 μmol/L vs. 8.52 ± 3.29 μmol/L, p= 0.016) and healthy controls (11.66 ± 1.79 μmol/L vs. 8.55 ± 2.13 μmol/L, p≤ 0.001). Conclusion CYP2A6, EPHX1, MTHFR, ALDH1A1, HTR7, MME and BIPN are linked in Chinese MM patients. BIPN is more likely to occur in patients with lower MTHFR mRNA expression, which might result in higher serum Hcy levels.
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Affiliation(s)
- YAN ZHANG
- Department of Hematology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, China
| | - HEYANG ZHANG
- Department of Hematology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, China
| | - JING WANG
- Department of Hematology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, China
| | - XIN WEI
- Department of Hematology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, China
| | - YI QU
- Department of Hematology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, China
| | - FENG XU
- Department of Hematology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, China
| | - LIJUN ZHANG
- Department of Hematology, The First Affiliated Hospital of China Medical University, Shenyang, 110001, China
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Bellanti R, Keddie S, Lunn MP, Rinaldi S. Ultrasensitive assay technology and fluid biomarkers for the evaluation of peripheral nerve disease. J Neurol Neurosurg Psychiatry 2024; 95:114-124. [PMID: 37821222 DOI: 10.1136/jnnp-2023-332031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 08/22/2023] [Indexed: 10/13/2023]
Abstract
The field of biomarker discovery is rapidly expanding. The introduction of ultrasensitive immunoassays and the growing precision of genetic technologies are poised to revolutionise the assessment and monitoring of many diseases. Given the difficulties in imaging and tissue diagnosis, there is mounting interest in serum and cerebrospinal fluid biomarkers of peripheral neuropathy. Realised and potential fluid biomarkers of peripheral nerve disease include neuronal biomarkers of axonal degeneration, glial biomarkers for peripheral demyelinating disorders, immunopathogenic biomarkers (such as the presence and titre of antibodies or the levels of cytokines) and genetic biomarkers. Several are already starting to inform clinical practice, whereas others remain under evaluation as potential indicators of disease activity and treatment response. As more biomarkers become available for clinical use, it has become increasingly difficult for clinicians and researchers to keep up-to-date with the most recent discovery and interpretation. In this review, we aim to inform practising neurologists, neuroscientists and other clinicians about recent advances in fluid biomarker technology, with a focus on single molecule arrays (Simoa), chemiluminescent enzyme immunoassays (CLEIA), electrochemiluminescence (ECL), proximity extension assays (PEA), and microfluidic technology. We discuss established and emerging fluid biomarkers of peripheral neuropathy, their clinical applications, limitations and potential future developments.
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Affiliation(s)
- Roberto Bellanti
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
- Department of Neuromuscular Diseases, Queen Square Institute of Neurology, University College London, London, UK
| | - Stephen Keddie
- Department of Neuromuscular Diseases, The Royal London Hospital, London, UK
| | - Michael P Lunn
- Department of Neuromuscular Diseases, Queen Square Institute of Neurology, University College London, London, UK
- Department of Neuroinflammation, National Hospital for Neurology and Neurosurgery, London, UK
| | - Simon Rinaldi
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
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Sakhawat A, Khan MU, Rehman R, Khan S, Shan MA, Batool A, Javed MA, Ali Q. Natural compound targeting BDNF V66M variant: insights from in silico docking and molecular analysis. AMB Express 2023; 13:134. [PMID: 38015338 PMCID: PMC10684480 DOI: 10.1186/s13568-023-01640-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 11/09/2023] [Indexed: 11/29/2023] Open
Abstract
Brain-Derived Neurotrophic Factor (BDNF) is a neurotrophin gene family gene that encodes proteins vital for the growth, maintenance, and survival of neurons in the nervous system. The study aimed to screen natural compounds against BDNF variant (V66M), which affects memory, cognition, and mood regulation. BDNF variant (V66M) as a target structure was selected, and Vitamin D, Curcumin, Vitamin C, and Quercetin as ligands structures were taken from PubChem database. Multiple tools like AUTODOCK VINA, BIOVIA discovery studio, PyMOL, CB-dock, IMOD server, Swiss ADEMT, and Swiss predict ligands target were used to analyze binding energy, interaction, stability, toxicity, and visualize BDNF-ligand complexes. Compounds Vitamin D3, Curcumin, Vitamin C, and Quercetin with binding energies values of - 5.5, - 6.1, - 4.5, and - 6.7 kj/mol, respectively, were selected. The ligands bind to the active sites of the BDNF variant (V66M) via hydrophobic bonds, hydrogen bonds, and electrostatic interactions. Furthermore, ADMET analysis of the ligands revealed they exhibited sound pharmacokinetic and toxicity profiles. In addition, an MD simulation study showed that the most active ligand bound favorably and dynamically to the target protein, and protein-ligand complex stability was determined. The finding of this research could provide an excellent platform for discovering and rationalizing novel drugs against stress related to BDNF (V66M). Docking, preclinical drug testing and MD simulation results suggest Quercetin as a more potent BDNF variant (V66M) inhibitor and forming a more structurally stable complex.
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Affiliation(s)
- Azra Sakhawat
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
| | - Muhammad Umer Khan
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan.
| | - Raima Rehman
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
| | - Samiullah Khan
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
| | - Muhammad Adnan Shan
- Centre for Applied Molecular Biology, University of the Punjab, Lahore, Pakistan
| | - Alia Batool
- Department of Plant Breeding and Genetics, Faculty of Agricultural Sciences, University of the Punjab, Lahore, Pakistan
| | - Muhammad Arshad Javed
- Department of Plant Breeding and Genetics, Faculty of Agricultural Sciences, University of the Punjab, Lahore, Pakistan
| | - Qurban Ali
- Department of Plant Breeding and Genetics, Faculty of Agricultural Sciences, University of the Punjab, Lahore, Pakistan.
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Mao J, Chao K, Jiang FL, Ye XP, Yang T, Li P, Zhu X, Hu PJ, Zhou BJ, Huang M, Gao X, Wang XD. Comparison and development of machine learning for thalidomide-induced peripheral neuropathy prediction of refractory Crohn’s disease in Chinese population. World J Gastroenterol 2023; 29:3855-3870. [PMID: 37426324 PMCID: PMC10324537 DOI: 10.3748/wjg.v29.i24.3855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 05/07/2023] [Accepted: 05/23/2023] [Indexed: 06/28/2023] Open
Abstract
BACKGROUND Thalidomide is an effective treatment for refractory Crohn’s disease (CD). However, thalidomide-induced peripheral neuropathy (TiPN), which has a large individual variation, is a major cause of treatment failure. TiPN is rarely predictable and recognized, especially in CD. It is necessary to develop a risk model to predict TiPN occurrence.
AIM To develop and compare a predictive model of TiPN using machine learning based on comprehensive clinical and genetic variables.
METHODS A retrospective cohort of 164 CD patients from January 2016 to June 2022 was used to establish the model. The National Cancer Institute Common Toxicity Criteria Sensory Scale (version 4.0) was used to assess TiPN. With 18 clinical features and 150 genetic variables, five predictive models were established and evaluated by the confusion matrix receiver operating characteristic curve (AUROC), area under the precision-recall curve (AUPRC), specificity, sensitivity (recall rate), precision, accuracy, and F1 score.
RESULTS The top-ranking five risk variables associated with TiPN were interleukin-12 rs1353248 [P = 0.0004, odds ratio (OR): 8.983, 95% confidence interval (CI): 2.497-30.90], dose (mg/d, P = 0.002), brain-derived neurotrophic factor (BDNF) rs2030324 (P = 0.001, OR: 3.164, 95%CI: 1.561-6.434), BDNF rs6265 (P = 0.001, OR: 3.150, 95%CI: 1.546-6.073) and BDNF rs11030104 (P = 0.001, OR: 3.091, 95%CI: 1.525-5.960). In the training set, gradient boosting decision tree (GBDT), extremely random trees (ET), random forest, logistic regression and extreme gradient boosting (XGBoost) obtained AUROC values > 0.90 and AUPRC > 0.87. Among these models, XGBoost and GBDT obtained the first two highest AUROC (0.90 and 1), AUPRC (0.98 and 1), accuracy (0.96 and 0.98), precision (0.90 and 0.95), F1 score (0.95 and 0.98), specificity (0.94 and 0.97), and sensitivity (1). In the validation set, XGBoost algorithm exhibited the best predictive performance with the highest specificity (0.857), accuracy (0.818), AUPRC (0.86) and AUROC (0.89). ET and GBDT obtained the highest sensitivity (1) and F1 score (0.8). Overall, compared with other state-of-the-art classifiers such as ET, GBDT and RF, XGBoost algorithm not only showed a more stable performance, but also yielded higher ROC-AUC and PRC-AUC scores, demonstrating its high accuracy in prediction of TiPN occurrence.
CONCLUSION The powerful XGBoost algorithm accurately predicts TiPN using 18 clinical features and 14 genetic variables. With the ability to identify high-risk patients using single nucleotide polymorphisms, it offers a feasible option for improving thalidomide efficacy in CD patients.
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Affiliation(s)
- Jing Mao
- Institute of Clinical Pharmacology, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Kang Chao
- Department of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Fu-Lin Jiang
- Institute of Clinical Pharmacology, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Xiao-Ping Ye
- Department of Pharmacy, Guangdong Women and Children Hospital, Guangzhou 510000, Guangdong Province, China
| | - Ting Yang
- Institute of Clinical Pharmacology, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Pan Li
- Institute of Clinical Pharmacology, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Xia Zhu
- Department of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Pin-Jin Hu
- Department of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Bai-Jun Zhou
- Institute of Clinical Pharmacology, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Min Huang
- Institute of Clinical Pharmacology, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Xiang Gao
- Department of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
| | - Xue-Ding Wang
- Institute of Clinical Pharmacology, School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
- Guangdong Provincial Key Laboratory of New Drug Design and Evaluation, Sun Yat-sen University, Guangzhou 510006, Guangdong Province, China
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Łuczkowska K, Kulig P, Baumert B, Machaliński B. Brain-derived neurotrophic factor: focus on the pathogenesis of multiple myeloma and the development of treatment-induced peripheral neuropathy. Leuk Lymphoma 2022; 63:3044-3051. [PMID: 35999712 DOI: 10.1080/10428194.2022.2113535] [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: 01/11/2023]
Abstract
For many years, intensive research has been carried out on the in-depth understanding of the pathogenesis of multiple myeloma (MM). Nevertheless, the multifactorial nature of the disease, the development of drug resistance, and the side effects of therapy, make it difficult to effectively treat patients. One of the many factors involved in the pathogenesis of MM is brain-derived neurotrophic factor (BDNF). This factor is widely described as a neuroregenerative and neuroprotective agent, but it also regulates non-neuronal cell functions, such as proliferation, apoptosis, and viability. Therefore, BDNF appears to be a good therapeutic target in MM. On the other hand, its decreased concentration during treatment closely correlates with the development of peripheral neuropathy (PN). BDNF dualism requires a detailed understanding of its action on individual molecular mechanisms. Perhaps the optimization of the BDNF level will contribute to the improvement of MM treatment and the reduction of chemotherapy side effects.
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Affiliation(s)
- Karolina Łuczkowska
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Piotr Kulig
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland
| | - Bartłomiej Baumert
- Department of Bone Marrow Transplantation, Pomeranian Medical University, Szczecin, Poland
| | - Bogusław Machaliński
- Department of General Pathology, Pomeranian Medical University, Szczecin, Poland.,Department of Bone Marrow Transplantation, Pomeranian Medical University, Szczecin, Poland
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Rossor AM, Reilly MM. Blood biomarkers of peripheral neuropathy. Acta Neurol Scand 2022; 146:325-331. [PMID: 35611606 PMCID: PMC9796925 DOI: 10.1111/ane.13650] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 04/26/2022] [Accepted: 05/06/2022] [Indexed: 01/07/2023]
Abstract
Traditionally, neurophysiology is the primary diagnostic and prognostic biomarker in peripheral neuropathy clinical practice; however, it may lack responsiveness in the context of slowly progressive neuropathies and where there is significant axonal damage. The development of ultrasensitive platforms for measuring serum proteins at the lower limit of detection of traditional ELISA techniques has transformed the field of blood biomarkers of peripheral neuropathy. A variety of blood biomarkers have been identified from inflammatory cytokines and apokines in diabetic neuropathy through to neuron-specific proteins such as neurofilament light chain, Schwann cell-specific proteins such as TMPRSS5 and microRNAs in other acquired and hereditary neuropathies. In this article, we review blood biomarkers of disease activity for the common subtypes of peripheral neuropathy including inflammatory demyelinating neuropathies, vasculitic neuropathy, diabetic neuropathy, chemotherapy-induced neuropathy and Charcot-Marie-Tooth disease and related disorders including TTR amyloidosis.
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Affiliation(s)
- Alexander M. Rossor
- Department of Neuromuscular DiseaseQueen Square UCL Institute of Neurology and the National Hospital of Neurology and NeurosurgeryLondonUK
| | - Mary M. Reilly
- Department of Neuromuscular DiseaseQueen Square UCL Institute of Neurology and the National Hospital of Neurology and NeurosurgeryLondonUK
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Kim SH, Kim KH, Hyun JW, Kim JH, Seo SS, Kim HJ, Park SY, Lim MC. Blood neurofilament light chain as a biomarker for monitoring and predicting paclitaxel-induced peripheral neuropathy in patients with gynecological cancers. Front Oncol 2022; 12:942960. [PMID: 36059704 PMCID: PMC9428708 DOI: 10.3389/fonc.2022.942960] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 07/27/2022] [Indexed: 11/20/2022] Open
Abstract
Objective We aimed to evaluate the potential of serum neurofilament light chain (sNfL) and serum brain-derived neurotrophic factor (sBDNF) as reliable biomarkers for paclitaxel-induced peripheral neuropathy (PIPN). Methods Forty-eight patients with gynecologic cancer scheduled to undergo six cycles of paclitaxel-based chemotherapy at the National Cancer Center of Korea between September 2020 and January 2022 were prospectively assessed during and after chemotherapy. Results At the end of the chemotherapy, 12 (25%) patients were classified as having grade 3 PIPN according to the National Cancer Institute-Common Toxicity Criteria. The sNfL levels increased during paclitaxel treatment in all patients. After two, four, and six cycles, patients with grade 3 PIPN exhibited higher mean sNfL levels than those in the 0-2 grade range (p = 0.004, p = 001, and p < 0.001, respectively). For sNfL levels ≥ 124 pg/mL, after two cycles of chemotherapy, the sensitivity and specificity for predicting grade 3 PIPN at the end of treatment were 80% and 79%, respectively. Over the course of paclitaxel-based treatment, sBDNF levels continued to decrease regardless of the severity of PIPN. At the end of treatment and six months after chemotherapy, patients with grade 3 PIPN had lower sBDNF levels than those within the 0-2 grade range (p =0.037 and 0.02, respectively), and the patients in the latter group had better clinical symptoms six months after the end of treatment. Conclusions The sNfL levels during paclitaxel-based chemotherapy reflect ongoing neuroaxonal injury and serve as reliable biomarkers of PIPN severity. The sNfL levels during early treatment with paclitaxel might be prognostic indicators for PIPN progression. Low sBDNF levels 6 months after chemotherapy might adversely affect PIPN recovery.
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Affiliation(s)
- Su-Hyun Kim
- Department of Neurology, Research Institute and Hospital of National Cancer Center, Goyang, South Korea
| | - Ki Hoon Kim
- Department of Neurology, Research Institute and Hospital of National Cancer Center, Goyang, South Korea
| | - Jae-Won Hyun
- Department of Neurology, Research Institute and Hospital of National Cancer Center, Goyang, South Korea
| | - Ji Hyun Kim
- Center for Gynecologic Cancer, National Cancer Center, Goyang, South Korea
| | - Sang-Soo Seo
- Center for Gynecologic Cancer, National Cancer Center, Goyang, South Korea
| | - Ho Jin Kim
- Department of Neurology, Research Institute and Hospital of National Cancer Center, Goyang, South Korea
| | - Sang-Yoon Park
- Center for Gynecologic Cancer, National Cancer Center, Goyang, South Korea
| | - Myong Cheol Lim
- Center for Gynecologic Cancer, National Cancer Center, Goyang, South Korea
- Center for Clinical Trial, Hospital, National Cancer Center, Goyang, South Korea
- Department of Cancer Control and Population Health, National Cancer Center Graduate School of Cancer Science and Policy, Goyang, South Korea
- Rare and Pediatric Cancer Branch and Immuno-oncology Branch, Division of Rare and Refractory Cancer, Research Institute, National Cancer Center, Goyang, South Korea
- Department of Cancer Control and Policy, National Cancer Center, Goyang, South Korea
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Dong M, Zhang J, Han X, He J, Zheng G, Cai Z. Baseline peripheral neuropathy was associated with age and a prognostic factor in newly diagnosed multiple myeloma patients. Sci Rep 2022; 12:10061. [PMID: 35710565 PMCID: PMC9203796 DOI: 10.1038/s41598-022-13935-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Accepted: 05/30/2022] [Indexed: 11/23/2022] Open
Abstract
Multiple myeloma (MM) is an incurable plasma cell hematological malignancy. Bortezomib has become the primary drug in the treatment of patients with MM. However, its negative effects, especially peripheral neuropathy (PN), affect the patients’ life quality and treatment continuity. However, there are few studies on baseline PN of MM, and little is known of the impact of baseline PN on the prognosis of MM patients. Therefore, we reviewed the clinical data of newly diagnosed MM patients in our center, explored the influencing factors of baseline PN, and evaluated PN’s influence on the prognosis of MM patients undergoing induction therapy with bortezomib. According to the inclusion and exclusion criteria, 155 MM patients were eligible for the retrospective study. The multivariate regression analysis, generalized additive fitting smooth curve, the receiver operating characteristic curve (ROC) and K-M curve were conducted in this study. We found that baseline PN in patients with MM was age-related; MM patients with baseline PN have more severe bortezomib induced PN (BiPN) during the four courses of induction therapy with bortezomib as the primary regimen and worse PN outcome after induction therapy. Additionally, the progression-free survival (PFS) and overall survival (OS) of MM patients with baseline PN were worse than those of the MM patients without baseline PN.
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Affiliation(s)
- Mengmeng Dong
- The First Affiliated Hospital, School of Medicine, Zhejiang University, Bone Marrow Transplantation Center, No.79 Qingchun Rd, Zhejiang, 310003, Hangzhou, China
| | - Jinna Zhang
- The First Affiliated Hospital, School of Medicine, Zhejiang University, Bone Marrow Transplantation Center, No.79 Qingchun Rd, Zhejiang, 310003, Hangzhou, China
| | - Xiaoyan Han
- The First Affiliated Hospital, School of Medicine, Zhejiang University, Bone Marrow Transplantation Center, No.79 Qingchun Rd, Zhejiang, 310003, Hangzhou, China
| | - Jingsong He
- The First Affiliated Hospital, School of Medicine, Zhejiang University, Bone Marrow Transplantation Center, No.79 Qingchun Rd, Zhejiang, 310003, Hangzhou, China
| | - Gaofeng Zheng
- The First Affiliated Hospital, School of Medicine, Zhejiang University, Bone Marrow Transplantation Center, No.79 Qingchun Rd, Zhejiang, 310003, Hangzhou, China
| | - Zhen Cai
- The First Affiliated Hospital, School of Medicine, Zhejiang University, Bone Marrow Transplantation Center, No.79 Qingchun Rd, Zhejiang, 310003, Hangzhou, China. .,Institute of Hematology, Zhejiang University, Hangzhou, 310003, Zhejiang, China.
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Rodwin RL, Siddiq NZ, Ehrlich BE, Lustberg MB. Biomarkers of Chemotherapy-Induced Peripheral Neuropathy: Current Status and Future Directions. FRONTIERS IN PAIN RESEARCH 2022; 3:864910. [PMID: 35360655 PMCID: PMC8963873 DOI: 10.3389/fpain.2022.864910] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 02/16/2022] [Indexed: 01/18/2023] Open
Abstract
Chemotherapy induced peripheral neuropathy (CIPN) is an often severe and debilitating complication of multiple chemotherapeutic agents that can affect patients of all ages, across cancer diagnoses. CIPN can persist post-therapy, and significantly impact the health and quality of life of cancer survivors. Identifying patients at risk for CIPN is challenging due to the lack of standardized objective measures to assess for CIPN. Furthermore, there are no approved preventative treatments for CIPN, and therapeutic options for CIPN remain limited once it develops. Biomarkers of CIPN have been studied but are not widely used in clinical practice. They can serve as an important clinical tool to identify individuals at risk for CIPN and to better understand the pathogenesis and avenues for treatment of CIPN. Here we review promising biomarkers of CIPN in humans and their clinical implications.
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Affiliation(s)
- Rozalyn L. Rodwin
- Section of Pediatric Hematology/Oncology, Department of Pediatrics, Yale School of Medicine, New Haven, CT, United States
| | - Namrah Z. Siddiq
- Section of Medical Oncology, Department of Medicine, Yale School of Medicine, New Haven, CT, United States
| | - Barbara E. Ehrlich
- Department of Pharmacology, Yale School of Medicine, New Haven, CT, United States
- Yale Cancer Center, New Haven, CT, United States
| | - Maryam B. Lustberg
- Section of Medical Oncology, Department of Medicine, Yale School of Medicine, New Haven, CT, United States
- Yale Cancer Center, New Haven, CT, United States
- *Correspondence: Maryam B. Lustberg
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Chung KH, Park SB, Streckmann F, Wiskemann J, Mohile N, Kleckner AS, Colloca L, Dorsey SG, Kleckner IR. Mechanisms, Mediators, and Moderators of the Effects of Exercise on Chemotherapy-Induced Peripheral Neuropathy. Cancers (Basel) 2022; 14:1224. [PMID: 35267533 PMCID: PMC8909585 DOI: 10.3390/cancers14051224] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 02/15/2022] [Accepted: 02/22/2022] [Indexed: 12/18/2022] Open
Abstract
Chemotherapy-induced peripheral neuropathy (CIPN) is an adverse effect of neurotoxic antineoplastic agents commonly used to treat cancer. Patients with CIPN experience debilitating signs and symptoms, such as combinations of tingling, numbness, pain, and cramping in the hands and feet that inhibit their daily function. Among the limited prevention and treatment options for CIPN, exercise has emerged as a promising new intervention that has been investigated in approximately two dozen clinical trials to date. As additional studies test and suggest the efficacy of exercise in treating CIPN, it is becoming more critical to develop mechanistic understanding of the effects of exercise in order to tailor it to best treat CIPN symptoms and identify who will benefit most. To address the current lack of clarity around the effect of exercise on CIPN, we reviewed the key potential mechanisms (e.g., neurophysiological and psychosocial factors), mediators (e.g., anti-inflammatory cytokines, self-efficacy, and social support), and moderators (e.g., age, sex, body mass index, physical fitness, exercise dose, exercise adherence, and timing of exercise) that may illuminate the relationship between exercise and CIPN improvement. Our review is based on the studies that tested the use of exercise for patients with CIPN, patients with other types of neuropathies, and healthy adults. The discussion presented herein may be used to (1) guide oncologists in predicting which symptoms are best targeted by specific exercise programs, (2) enable clinicians to tailor exercise prescriptions to patients based on specific characteristics, and (3) inform future research and biomarkers on the relationship between exercise and CIPN.
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Affiliation(s)
- Kaitlin H. Chung
- Department of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY 14642, USA; (K.H.C.); (A.S.K.)
| | - Susanna B. Park
- Faculty of Medicine and Health, School of Medical Sciences, Brain and Mind Centre, The University of Sydney, Sydney, NSW 2006, Australia;
| | - Fiona Streckmann
- Department of Sport, Exercise and Health, University of Basel, 4052 Basel, Switzerland;
- Department of Oncology, University Hospital Basel, 4031 Basel, Switzerland
| | - Joachim Wiskemann
- Department of Medical Oncology, National Center for Tumor Diseases and Heidelberg University Hospital, 69120 Heidelberg, Germany;
| | - Nimish Mohile
- Department of Neurology, University of Rochester Medical Center, Rochester, NY 14642, USA;
| | - Amber S. Kleckner
- Department of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY 14642, USA; (K.H.C.); (A.S.K.)
- Department of Pain and Translational Symptom Science, University of Maryland School of Nursing, Baltimore, MD 21201, USA; (L.C.); (S.G.D.)
- Center to Advance Chronic Pain Research (CACPR), University of Maryland, Baltimore, MD 21201, USA
| | - Luana Colloca
- Department of Pain and Translational Symptom Science, University of Maryland School of Nursing, Baltimore, MD 21201, USA; (L.C.); (S.G.D.)
- Center to Advance Chronic Pain Research (CACPR), University of Maryland, Baltimore, MD 21201, USA
| | - Susan G. Dorsey
- Department of Pain and Translational Symptom Science, University of Maryland School of Nursing, Baltimore, MD 21201, USA; (L.C.); (S.G.D.)
- Center to Advance Chronic Pain Research (CACPR), University of Maryland, Baltimore, MD 21201, USA
| | - Ian R. Kleckner
- Department of Surgery, Wilmot Cancer Institute, University of Rochester Medical Center, 265 Crittenden Blvd., Box CU 420658, Rochester, NY 14642, USA; (K.H.C.); (A.S.K.)
- Department of Pain and Translational Symptom Science, University of Maryland School of Nursing, Baltimore, MD 21201, USA; (L.C.); (S.G.D.)
- Center to Advance Chronic Pain Research (CACPR), University of Maryland, Baltimore, MD 21201, USA
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11
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Pozzi E, Alberti P. Management of Side Effects in the Personalized Medicine Era: Chemotherapy-Induced Peripheral Neurotoxicity. Methods Mol Biol 2022; 2547:95-140. [PMID: 36068462 DOI: 10.1007/978-1-0716-2573-6_5] [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] [Indexed: 06/15/2023]
Abstract
Pharmacogenomics is a powerful tool to predict individual response to treatment, in order to personalize therapy, and it has been explored extensively in oncology practice. Not only efficacy on the malignant disease has been investigated but also the possibility to predict adverse effects due to drug administration. Chemotherapy-induced peripheral neurotoxicity (CIPN) is one of those. This potentially severe and long-lasting/permanent side effect of commonly administered anticancer drugs can severely impair quality of life (QoL) in a large cohort of long survival patients. So far, a pharmacogenomics-based approach in CIPN regard has been quite delusive, making a methodological improvement warranted in this field of interest: even the most refined genetic analysis cannot be effective if not applied correctly. Here we try to devise why it is so, suggesting how THE "bench-side" (pharmacogenomics) might benefit from and should cooperate with THE "bed-side" (clinimetrics), in order to make genetic profiling effective if applied to CIPN.
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Affiliation(s)
- Eleonora Pozzi
- School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy
- NeuroMI (Milan Center for Neuroscience), Milan, Italy
| | - Paola Alberti
- School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.
- NeuroMI (Milan Center for Neuroscience), Milan, Italy.
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12
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Wieske L, Smyth D, Lunn MP, Eftimov F, Teunissen CE. Fluid Biomarkers for Monitoring Structural Changes in Polyneuropathies: Their Use in Clinical Practice and Trials. Neurotherapeutics 2021; 18:2351-2367. [PMID: 34661878 PMCID: PMC8522180 DOI: 10.1007/s13311-021-01136-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/29/2021] [Indexed: 11/25/2022] Open
Abstract
Reliable and responsive tools for monitoring disease activity and treatment outcomes in patients with neuropathies are lacking. With the emergence of ultrasensitive blood bioassays, proteins released with nerve damage are potentially useful response biomarkers for many neurological disorders, including polyneuropathies. In this review, we provide an overview of the existing literature focusing on potential applications in polyneuropathy clinical care and trials. Whilst several promising candidates have been identified, no studies have investigated if any of these proteins can serve as response biomarkers of longitudinal disease activity, except for neurofilament light (NfL). For NfL, limited evidence exists supporting a role as a response biomarker in Guillain-Barré syndrome, vasculitic neuropathy, and chronic inflammatory demyelinating polyradiculoneuropathy (CIDP). Most evidence exists for NfL as a response biomarker in hereditary transthyretin-related amyloidosis (hATTR). At the present time, the role of NfL is therefore limited to a supporting clinical tool or exploratory endpoint in trials. Future developments will need to focus on the discovery of additional biomarkers for anatomically specific and other forms of nerve damage using high-throughput technologies and highly sensitive analytical platforms in adequality powered studies of appropriate design. For NfL, a better understanding of cut-off values, the relation to clinical symptoms and long-term disability as well as dynamics in serum on and off treatment is needed to further expand and proceed towards implementation.
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Affiliation(s)
- Luuk Wieske
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Duncan Smyth
- Centre for Neuromuscular Disease, National Hospital for Neurology and Neurosurgery, London, UK
- UCL Queen Square Institute of Neurology, London, UK
| | - Michael P Lunn
- Centre for Neuromuscular Disease, National Hospital for Neurology and Neurosurgery, London, UK
- UCL Queen Square Institute of Neurology, London, UK
| | - Filip Eftimov
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands
| | - Charlotte E Teunissen
- Neurochemistry Lab, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands.
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13
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Tsai CH, Lin YH, Li YS, Ho TL, Hoai Thuong LH, Liu YH. Integrated Medicine for Chemotherapy-Induced Peripheral Neuropathy. Int J Mol Sci 2021; 22:ijms22179257. [PMID: 34502166 PMCID: PMC8430591 DOI: 10.3390/ijms22179257] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 08/20/2021] [Accepted: 08/23/2021] [Indexed: 02/06/2023] Open
Abstract
Chemotherapy-induced peripheral neuropathy (CIPN) is a common side effect of typical chemotherapeutics among cancer survivors. Despite the recent progress, the effective prevention and treatment strategies for CIPN remain limited. Better understanding of the pathogenesis of CIPN may provide new niches for developing a new ideal therapeutic strategy. This review summarizes the current understanding of CIPN and current recommendations along with completed/active clinical trials and aims to foster translational research to improve the development of effective strategies for managing CIPN.
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Affiliation(s)
- Chih-Hung Tsai
- Graduate Institute of Integrated Medicine, China Medical University, Taichung 40402, Taiwan; (C.-H.T.); (Y.-H.L.); (Y.-S.L.)
- Department of Neurology, National Taiwan University Hospital Yunlin Branch, Yunlin 64041, Taiwan
| | - Yuan-Ho Lin
- Graduate Institute of Integrated Medicine, China Medical University, Taichung 40402, Taiwan; (C.-H.T.); (Y.-H.L.); (Y.-S.L.)
- Department of Chinese Medicine of E-Da Cancer Hospital, Kaohsiung 82445, Taiwan
| | - Yung-Sheng Li
- Graduate Institute of Integrated Medicine, China Medical University, Taichung 40402, Taiwan; (C.-H.T.); (Y.-H.L.); (Y.-S.L.)
- Department of Chinese Medicine of Jiannren Hospital, Kaohsiung 811504, Taiwan
| | - Trung-Loc Ho
- International Master’s Program of Biomedical Sciences, China Medical University, Taichun 40402, Taiwan; (T.-L.H.); (L.H.H.T.)
| | - Le Huynh Hoai Thuong
- International Master’s Program of Biomedical Sciences, China Medical University, Taichun 40402, Taiwan; (T.-L.H.); (L.H.H.T.)
| | - Yu-Huei Liu
- Graduate Institute of Integrated Medicine, China Medical University, Taichung 40402, Taiwan; (C.-H.T.); (Y.-H.L.); (Y.-S.L.)
- Department of Medical Genetics and Medical Research, China Medical University Hospital, Taichung 40402, Taiwan
- Drug Development Center, China Medical University, Taichung 40402, Taiwan
- Correspondence: ; Tel.: +886-4-22052121 (ext. 2044)
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14
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Azoulay D, Horowitz NA. Brain-derived neurotrophic factor in hematological malignancies: From detrimental to potentially beneficial. Blood Rev 2021; 51:100871. [PMID: 34344590 DOI: 10.1016/j.blre.2021.100871] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 06/13/2021] [Accepted: 07/21/2021] [Indexed: 12/20/2022]
Abstract
Emerging studies have highlighted brain-derived neurotrophic factor (BDNF), a neuronal growth factor abundant in the peripheral blood, and its tyrosine kinase receptor TRKB, as onco-genes and proteins that support the survival of malignant hematological cells. In contrast, other researchers reported on a favorable association between BDNF blood levels and prognosis, chemotherapy response and neurological side effects in patients with hematological malignancies. Here, we review the accumulated data regarding the expression of BDNF and its receptors in normal hematopoietic and lymphatic cells and tissue. In addition, in-vitro experiments, animal models and human sample studies that investigated the role of BDNF and its receptors in hematological malignancies are discussed. Finally, directions for future research aimed at revealing the mechanisms underlying the protective effect of BDNF in patients with these diseases are suggested.
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Affiliation(s)
- David Azoulay
- Hematology Unit and Laboratories, Galilee Medical Center, Naharia, Israel; Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel.
| | - Netanel A Horowitz
- Department of Hematology and Bone Marrow Transplantation, Rambam Health Care Campus, Haifa, Israel; The Ruth and Bruce Rappaport Faculty of Medicine, Technion, Israel Institute of Technology, Haifa, Israel
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15
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Selvy M, Kerckhove N, Pereira B, Barreau F, Nguyen D, Busserolles J, Giraudet F, Cabrespine A, Chaleteix C, Soubrier M, Bay JO, Lemal R, Balayssac D. Prevalence of Chemotherapy-Induced Peripheral Neuropathy in Multiple Myeloma Patients and its Impact on Quality of Life: A Single Center Cross-Sectional Study. Front Pharmacol 2021; 12:637593. [PMID: 33967771 PMCID: PMC8101543 DOI: 10.3389/fphar.2021.637593] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 03/08/2021] [Indexed: 12/13/2022] Open
Abstract
Bortezomib is a pivotal drug for the management of multiple myeloma. However, bortezomib is a neurotoxic anticancer drug responsible for chemotherapy-induced peripheral neuropathy (CIPN). CIPN is associated with psychological distress and a decrease of health-related quality of life (HRQoL), but little is known regarding bortezomib-related CIPN. This single center, cross-sectional study assessed the prevalence and severity of sensory/motor CIPN, neuropathic pain and ongoing pain medications, anxiety, depression, and HRQoL, in multiple myeloma patients after the end of bortezomib treatment. Paper questionnaires were sent to patients to record the scores of sensory and motor CIPNs (QLQ-CIPN20), neuropathic pain (visual analogue scale and DN4 interview), anxiety and depression (HADS), the scores of HRQoL (QLQ-C30 and QLQ-MY20) and ongoing pain medications. Oncological data were recorded using chemotherapy prescription software and patient medical records. The prevalence of sensory CIPN was 26.9% (95% CI 16.7; 39.1) among the 67 patients analyzed and for a mean time of 2.9 ± 2.8 years since the last bortezomib administration. The proportion of sensory CIPN was higher among patients treated by intravenous and subcutaneous routes than intravenous or subcutaneous routes (p = 0.003). QLQ-CIPN20 motor scores were higher for patients with a sensory CIPN than those without (p < 0.001) and were correlated with the duration of treatment and the cumulative dose of bortezomib (coefficient: 0.31 and 0.24, p = 0.01 and 0.0475, respectively), but not sensory scores. Neuropathic pain was screened in 44.4% of patients with sensory CIPN and 66.7% of them had ongoing pain medications, but none were treated with duloxetine (recommended drug). Multivariable analysis revealed that thalidomide treatment (odds-ratio: 6.7, 95% CI 1.3; 35.5, p = 0.03) and both routes of bortezomib administration (odds-ratio: 13.4, 95% CI 1.3; 139.1, p = 0.03) were associated with sensory CIPN. Sensory and motor CIPNs were associated with anxiety, depression, and deterioration of HRQoL. Sensory CIPN was identified in a quarter of patients after bortezomib treatment and associated with psychological distress that was far from being treated optimally. There is a need to improve the management of patients with CIPN, which may include better training of oncologists regarding its diagnosis and pharmacological treatment.
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Affiliation(s)
- Marie Selvy
- INSERM U1107 NEURO-DOL, Université Clermont Auvergne, Clermont-Ferrand, France.,Service de Chirurgie digestive, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Nicolas Kerckhove
- INSERM U1107 NEURO-DOL, Université Clermont Auvergne, Clermont-Ferrand, France.,Service de Pharmacologie, CHU Clermont-Ferrand, Clermont-Ferrand, France.,Institut Analgesia, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Bruno Pereira
- CHU Clermont-Ferrand, Direction de La Recherche Clinique et de l'Innovation, Clermont-Ferrand, France
| | - Fantine Barreau
- Service d'Hématologie clinique adulte, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Daniel Nguyen
- College of Pharmacy, University of Oklahoma, Oklahoma City, OK, United States
| | - Jérôme Busserolles
- INSERM U1107 NEURO-DOL, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Fabrice Giraudet
- INSERM U1107 NEURO-DOL, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Aurélie Cabrespine
- Service d'Hématologie clinique adulte, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Carine Chaleteix
- Service d'Hématologie clinique adulte, CHU Clermont-Ferrand, Clermont-Ferrand, France
| | - Martin Soubrier
- Service de Rhumatologie, CHU Clermont-Ferrand, Clermont-Ferrand, France.,UNH-UMR 1019, INRA, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Jacques-Olivier Bay
- Service d'Hématologie clinique adulte, CHU Clermont-Ferrand, Clermont-Ferrand, France.,EA 7453 CHELTER, Université Clermont Auvergne, Clermont-Ferrand, France
| | - Richard Lemal
- Service d'Hématologie clinique adulte, CHU Clermont-Ferrand, Clermont-Ferrand, France.,EA 7453 CHELTER, Université Clermont Auvergne, Clermont-Ferrand, France
| | - David Balayssac
- INSERM U1107 NEURO-DOL, Université Clermont Auvergne, Clermont-Ferrand, France.,CHU Clermont-Ferrand, Direction de La Recherche Clinique et de l'Innovation, Clermont-Ferrand, France
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16
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Meregalli C, Bonomo R, Cavaletti G, Carozzi VA. Blood molecular biomarkers for chemotherapy-induced peripheral neuropathy: From preclinical models to clinical practice. Neurosci Lett 2021; 749:135739. [PMID: 33600907 DOI: 10.1016/j.neulet.2021.135739] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 02/04/2021] [Accepted: 02/09/2021] [Indexed: 12/26/2022]
Abstract
Chemotherapy-induced peripheral neuropathy (CIPN) has long been recognized as a clinically significant issue in patients treated with antineoplastic drugs. This common long-term toxic side-effect which negatively impacts the outcome of the disease can lead to disability and have detrimental effects on patients' quality of life. Since axonal injury is a prominent feature of CIPN, responsible for several sensory symptoms, including pain, sensory loss and hypersensitivity to mechanical and/or cold stimuli in the hands and feet, neurophysiological assessments remain the gold standard for clinical diagnosis of CIPN. Given the large impact of CIPN on cancer patients, there is increasing emphasis on biomarkers of adverse outcomes in safety assessment and translational research, to prevent permanent neuroaxonal damage. Since the results on reliable blood molecular markers for axonal degeneration are still controversial, here we provide a brief overview of blood molecular biomarkers used for assessing and/or predicting CIPN in preclinical and clinical settings.
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Affiliation(s)
- C Meregalli
- Experimental Neurology Unit, School of Medicine and Surgery, NeuroMI (Milan Center for Neuroscience), University of Milan Bicocca, Monza, Italy
| | - R Bonomo
- Experimental Neurology Unit, School of Medicine and Surgery, NeuroMI (Milan Center for Neuroscience), University of Milan Bicocca, Monza, Italy; PhD Program in Neuroscience, University of Milan Bicocca, Monza, Italy
| | - G Cavaletti
- Experimental Neurology Unit, School of Medicine and Surgery, NeuroMI (Milan Center for Neuroscience), University of Milan Bicocca, Monza, Italy
| | - V A Carozzi
- Experimental Neurology Unit, School of Medicine and Surgery, NeuroMI (Milan Center for Neuroscience), University of Milan Bicocca, Monza, Italy; Young Against Pain Group, Italy.
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17
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Poulsen TBG, Karamehmedovic A, Aboo C, Jørgensen MM, Yu X, Fang X, Blackburn JM, Nielsen CH, Kragstrup TW, Stensballe A. Protein array-based companion diagnostics in precision medicine. Expert Rev Mol Diagn 2020; 20:1183-1198. [PMID: 33315478 DOI: 10.1080/14737159.2020.1857734] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION The development of companion diagnostics (CDx) will increase efficacy and cost-benefit markedly, compared to the currently prevailing trial-and-error approach for treatment. Recent improvements in high-throughput protein technology have resulted in large amounts of predictive biomarkers that are potentially useful components of future CDx assays. Current high multiplex protein arrays are suitable for discovery-based approaches, while low-density and more simple arrays are suitable for use in point-of-care facilities. AREA COVERED This review discusses the technical platforms available for protein array focused CDx, explains the technical details of the platforms and provide examples of clinical use, ranging from multiplex arrays to low-density clinically applicable arrays. We thereafter highlight recent predictive biomarkers within different disease areas, such as oncology and autoimmune diseases. Lastly, we discuss some of the challenges connected to the implementation of CDx assays as point-of-care tests. EXPERT OPINION Recent advances in the field of protein arrays have enabled high-density arrays permitting large biomarker discovery studies, which are beneficial for future CDx assays. The density of protein arrays range from a single protein to proteome-wide arrays, allowing the discovery of protein signatures that may correlate with drug response. Protein arrays will undoubtedly play a key role in future CDx assays.
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Affiliation(s)
- Thomas B G Poulsen
- Department of Health Science and Technology, Aalborg University , Aalborg, Denmark.,Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences , China
| | - Azra Karamehmedovic
- Department of Health Science and Technology, Aalborg University , Aalborg, Denmark.,Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences , China
| | - Christopher Aboo
- Department of Health Science and Technology, Aalborg University , Aalborg, Denmark.,Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences , China
| | - Malene Møller Jørgensen
- Department of Clinical Immunology, Aalborg University Hospital , Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University , Aalborg, Denmark
| | - Xiaobo Yu
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences-Beijing (PHOENIX Center), Beijing Institute of Lifeomics , Beijing, China
| | - Xiangdong Fang
- Sino-Danish Center for Education and Research, University of Chinese Academy of Sciences , China.,CAS Key Laboratory of Genome Sciences and Information, Beijing Institute of Genomics, Chinese Academy of Sciences , China
| | - Jonathan M Blackburn
- Department of Integrative Biomedical Sciences & Institute of Infectious Disease and Molecular Medicine, University of Cape Town , Cape Town, South Africa.,Sengenics Corporation Pte Ltd , Singapore
| | - Claus H Nielsen
- Institute for Inflammation Research, Center for Rheumatology and Spine Diseases, Copenhagen University Hospital Rigshospitalet , Copenhagen, Denmark
| | - Tue W Kragstrup
- Department of Biomedicine, Aarhus University , Aarhus, Denmark.,Department of Rheumatology, Aarhus University Hospital , Aarhus, Denmark
| | - Allan Stensballe
- Department of Health Science and Technology, Aalborg University , Aalborg, Denmark
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18
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Alberti P. A review of novel biomarkers and imaging techniques for assessing the severity of chemotherapy-induced peripheral neuropathy. Expert Opin Drug Metab Toxicol 2020; 16:1147-1158. [DOI: 10.1080/17425255.2021.1842873] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Paola Alberti
- Experimental Neurology Unit, School of Medicine and Surgery, Monza, Italy
- School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy and NeuroMI (Milan Center for Neuroscience), Milan, Italy
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19
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Li T, Timmins HC, Lazarus HM, Park SB. Peripheral neuropathy in hematologic malignancies – Past, present and future. Blood Rev 2020; 43:100653. [DOI: 10.1016/j.blre.2020.100653] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 11/13/2019] [Accepted: 01/14/2020] [Indexed: 02/06/2023]
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20
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Brain-derived neurotrophic factor polymorphism Val66Met protects against cancer-related fatigue. Transl Psychiatry 2020; 10:302. [PMID: 32848137 PMCID: PMC7450091 DOI: 10.1038/s41398-020-00990-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 07/27/2020] [Accepted: 07/29/2020] [Indexed: 12/26/2022] Open
Abstract
Cancer-related fatigue is an extremely common and debilitating psychiatric symptom that affects up to 80% of cancer patients. Despite its negative impact on the patient's quality of life, there is no well-established biomarker or mechanisms associated with this debilitating condition. The functional brain-derived neurotrophic factor (BDNF) Val66Met single nucleotide polymorphism (SNP) has been associated with a variety of psychiatric illnesses. We hypothesized that Val66Met may influence the risk for developing cancer-related fatigue. BDNF Val66Met was analyzed by polymerase chain reaction in 180 patients with confirmed cancer diagnoses. Fatigue was measured using the Functional Assessment of Cancer Therapy-Fatigue (FACIT-Fatigue) questionnaire. Depression was measured using the Hamilton Depression Scale (HAM-D). Data were transformed when necessary and regression models were constructed to access the association between genotype and symptom severity. Participants carrying the Met allele reported significantly less fatigue compared to the Val/Val genotype group. The presence of the Met allele did not influence depression levels. The results suggest that the BDNF Val66Met polymorphism confers protective advantage against cancer-related fatigue; whereas having the Val/Val genotype may be a genetic risk factor. Findings from this study not only provide clues to the neural basis of cancer-related fatigue, but also allow for symptom severity prediction and patient education with the goal to improve symptom management.
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21
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Cheng Y, Sun F, D'Souza A, Dhakal B, Pisano M, Chhabra S, Stolley M, Hari P, Janz S. Autonomic nervous system control of multiple myeloma. Blood Rev 2020; 46:100741. [PMID: 32807576 DOI: 10.1016/j.blre.2020.100741] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 07/10/2020] [Accepted: 08/06/2020] [Indexed: 12/16/2022]
Abstract
The autonomic nervous system (ANS), which consists of antagonistic sympathetic (adrenergic) and parasympathetic (cholinergic) arms, has emerged as an important regulator of neoplastic development, yet little is known about its role in multiple myeloma (MM). Clinical findings that anti-adrenergic β-blocker intake reduces risk of disease-specific death and overall mortality in patients with MM have indicated that adrenergic input may worsen myeloma outcome. However, preclinical studies using β-adrenergic receptor agonists or antagonists produced controversial results as to whether sympathetic pathways promote or inhibit myeloma. Retrospective outcome data demonstrating that high message levels of cholinergic receptor genes predict inferior survival in the Multiple Myeloma Research Foundation CoMMpass trial suggest that parasympathetic input may drive myeloma progression in a subset of patients. Here we review the ill-defined role of the ANS in MM, put myeloma in the context of other cancers, and discuss knowledge gaps that may afford exciting research opportunities going forward.
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Affiliation(s)
- Yan Cheng
- Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee 53226, WI, USA
| | - Fumou Sun
- Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee 53226, WI, USA
| | - Anita D'Souza
- Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee 53226, WI, USA
| | - Binod Dhakal
- Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee 53226, WI, USA
| | - Michael Pisano
- Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee 53226, WI, USA
| | - Saurabh Chhabra
- Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee 53226, WI, USA
| | - Melinda Stolley
- Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee 53226, WI, USA
| | - Parameswaran Hari
- Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee 53226, WI, USA
| | - Siegfried Janz
- Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee 53226, WI, USA.
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22
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Azoulay D, Abed S, Sfadi A, Sheleg O, Shaoul E, Shehadeh M, Kaykov E, Nodelman M, Bashkin A. Low brain-derived neurotrophic factor protein levels and single-nucleotide polymorphism Val66Met are associated with peripheral neuropathy in type II diabetic patients. Acta Diabetol 2020; 57:891-898. [PMID: 32124075 DOI: 10.1007/s00592-020-01508-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 02/18/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Studies by our group demonstrated brain-derived neurotrophic factor (BDNF) levels in blood and BDNF-Val66met-SNP as potential biomarkers in chemotherapy-induced peripheral neuropathy. Here, we evaluate symptoms of peripheral neuropathy (PN) and depression in patients with type II diabetes mellitus in search of an association with serum BDNF levels and the Val66Met-SNP. METHODS In total, 90 patients enrolled in the study; 23 (25.6%) had known PN, as determined by nerve conduction studies (NCS-PN), and 67 (74.4%) were not diagnosed with PN (U-PN). PN symptoms were assessed and graded in these groups using the total neuropathy score (TNSr) and DN4 scales. Small nerve fiber testing of sensitivity thresholds to cold, warm and hot pain signals was performed using the Q-sense device. Depression was assessed using the PHQ9 questionnaire. BDNF protein levels and Val66Met-SNP were determined with ELISA and Sanger sequencing, respectively. RESULTS NCS-PN patients showed lower serum BDNF levels alongside significantly higher TNSr, DN4 and PHQ9 scores and lower hot pain sensitivity thresholds as compared to U-PN patients. Patients with Met-BDNF-SNP showed increased TNSr scores and lower hot pain sensitivity thresholds as compared to patients with Val-BDNF-SNP. Depression showed a weaker correlation with sensitivity thresholds to hot pain signals as compared to TNSr and DN4 scores. CONCLUSIONS Diminished peripheral BDNF resources and Met-BDNF-SNP genotype are associated with augmented symptoms of PN in patients with type II diabetes mellitus. Sensitivity thresholds to hot pain signals may be less influenced by depression and possibly more accurately detect PN symptoms in diabetic patients.
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Affiliation(s)
- David Azoulay
- Hematology Unit and Laboratories, Galilee Medical Center, P.O. Box 21, 22100, Naharia, Israel.
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel.
| | - Sean Abed
- Department of Geriatric Medicine, Galilee Medical Center, Naharia, Israel
| | - Akram Sfadi
- Department of Neurology, Galilee Medical Center, Naharia, Israel
| | - Ortal Sheleg
- Hematology Unit and Laboratories, Galilee Medical Center, P.O. Box 21, 22100, Naharia, Israel
| | - Ety Shaoul
- Hematology Unit and Laboratories, Galilee Medical Center, P.O. Box 21, 22100, Naharia, Israel
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Mona Shehadeh
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
- Biochemistry and Endocrinology Laboratory, Galilee Medical Center, Naharia, Israel
| | - Edward Kaykov
- Department of Geriatric Medicine, Galilee Medical Center, Naharia, Israel
| | - Marina Nodelman
- Diabetes, Endocrinology and Metabolism Unit, Galilee Medical Center, Naharia, Israel
| | - Amir Bashkin
- Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
- Diabetes, Endocrinology and Metabolism Unit, Galilee Medical Center, Naharia, Israel
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23
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Szudy-Szczyrek A, Mlak R, Bury-Kamińska M, Mielnik M, Podgajna M, Kuśmierczuk K, Mazurek M, Homa-Mlak I, Szczyrek M, Krawczyk J, Małecka-Massalska T, Hus M. Serum brain-derived neurotrophic factor (BDNF) concentration predicts polyneuropathy and overall survival in multiple myeloma patients. Br J Haematol 2020; 191:77-89. [PMID: 32567687 DOI: 10.1111/bjh.16862] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 05/16/2020] [Indexed: 02/06/2023]
Abstract
Brain-derived neurotrophic factor (BDNF) is a protein with a potent influence on several aspects of neuronal and blood vessel functions. However, its prognostic potential and functional role in multiple myeloma (MM) remain largely unknown. In this study, we investigated the influence of BDNF on the risk of chemotherapy-induced peripheral neuropathy (CIPN) and clinical outcome. Study group consisted of 91 newly-diagnosed MM patients treated with bortezomib and/or thalidomide-based chemotherapy. Detection of BDNF in serum was performed using ELISA. Polyneuropathy was assessed according to the CTCAE Criteria v5. We observed that BDNF concentration correlated with the severity of polyneuropathy (P = 0·0463). Higher BDNF values were noted in patients who responded to treatment (P = 0·0326), and BDNF proved to be a useful marker to predict lack of response after eight cycles of treatment (sensitivity - 100%, specificity - 61·5%, P = 0·0142). Moreover this marker showed significant diagnostic usefulness in diagnosis of CIPN (sensitivity - 76%, specificity - 71·43%; area under the curve (AUC)= 0·77, 95%, confidence interval (CI): 0·64-0·88; P < 0·0001). Low BDNF was an independent, unfavourable prognostic factor associated with reduced overall survival (OS) (hazard ratio (HR) = 2·79, P = 0·0470). In conclusion, BDNF level may play a prognostic role and constitute a useful biomarker in predicting CIPN in MM patients.
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Affiliation(s)
- Aneta Szudy-Szczyrek
- Department of Hematooncology and Bone Marrow Transplantation, Medical University of Lublin, Lublin, Poland
| | - Radosław Mlak
- Department of Human Physiology, Medical University of Lublin, Lublin, Poland
| | - Magdalena Bury-Kamińska
- Department of Clinical Psychology and Neuropsychology, Institute of Psychology, Maria Curie-Skłodowska University, Lublin, Poland
| | - Michał Mielnik
- Department of Hematooncology and Bone Marrow Transplantation, Medical University of Lublin, Lublin, Poland
| | - Martyna Podgajna
- Department of Hematooncology and Bone Marrow Transplantation, Medical University of Lublin, Lublin, Poland
| | - Kinga Kuśmierczuk
- Department of Hematooncology and Bone Marrow Transplantation, Medical University of Lublin, Lublin, Poland
| | - Marcin Mazurek
- Department of Human Physiology, Medical University of Lublin, Lublin, Poland
| | - Iwona Homa-Mlak
- Department of Human Physiology, Medical University of Lublin, Lublin, Poland
| | - Michał Szczyrek
- Department of Pneumonology, Oncology and Allergology, Medical University of Lublin, Lublin, Poland
| | - Janusz Krawczyk
- Department of Haematology, University Hospital Galway, Galway, Republic of Ireland.,National University of Ireland, Galway, Republic of Ireland
| | | | - Marek Hus
- Department of Hematooncology and Bone Marrow Transplantation, Medical University of Lublin, Lublin, Poland
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24
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Azoulay D, Horowitz NA. Brain-derived neurotrophic factor as a potential biomarker of chemotherapy-induced peripheral neuropathy and prognosis in haematological malignancies; what we have learned, the challenges and a need for global standardization. Br J Haematol 2020; 191:17-18. [PMID: 32557540 DOI: 10.1111/bjh.16893] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Accepted: 05/26/2020] [Indexed: 12/29/2022]
Affiliation(s)
- David Azoulay
- Hematology Unit and Laboratories, Galilee Medical Center, Naharia, Israel.,Azrieli Faculty of Medicine, Bar-Ilan University, Safed, Israel
| | - Netanel A Horowitz
- Department of Hematology and Bone Marrow Transplantation, Rambam Health Care Campus, Haifa, Israel.,The Ruth and Bruce Rappaport Faculty of Medicine, Technion, Israel Institute of Technology, Haifa, Israel
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25
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Gendreau S, Berzero G, Tafani C, Raynouard I, Ricard D, Malfuson JV, Viala K, Debs R, Houillier C, Diamanti L, Marchioni E, Lenglet T, Ouzegdouh M, Bihan K, Gilardin L, Psimaras D. Demyelinating polyradiculoneuritis in patients with multiple myeloma: the other side of bortezomib-induced neurotoxicity. Acta Oncol 2020; 59:484-489. [PMID: 32122210 DOI: 10.1080/0284186x.2020.1723163] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Segolene Gendreau
- Département de Médecine Interne et d’Immunologie Clinique, Groupe Hospitalier Pitié-Salpêtrière, AP-HP, Paris, France
| | - Giulia Berzero
- Service de Neurologie 2-Mazarin, AP-HP, Groupe Hospitalier Pitié-Salpetrière, Paris, France
- Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière (ICM), Paris, France
- Neuroncology Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Camille Tafani
- Service de neurologie, Hôpital d’Instruction des Armées Percy, Service de Santé des Armées, Clamart, France
- OncoNeuroTox Group, Center for Patients with Neurological Complications of Oncologic Treatments, Hôpitaux Universitaires Pitié-Salpetrière-Charles Foix et Hôpital Percy, Paris, France
| | - Igor Raynouard
- Service de Neurologie 2-Mazarin, AP-HP, Groupe Hospitalier Pitié-Salpetrière, Paris, France
- Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière (ICM), Paris, France
| | - Damien Ricard
- Service de neurologie, Hôpital d’Instruction des Armées Percy, Service de Santé des Armées, Clamart, France
- OncoNeuroTox Group, Center for Patients with Neurological Complications of Oncologic Treatments, Hôpitaux Universitaires Pitié-Salpetrière-Charles Foix et Hôpital Percy, Paris, France
- Ecole du Val-de-Grâce, Service de Santé des Armées, F-75005, Paris, France
- Université Paris-Saclay, ENS Paris-Saclay, CNRS, Centre Borelli, F-94235, Cachan, France
- Université de Paris, CNRS, Centre Borelli, F-75005 Paris, France
| | - Jean-Valère Malfuson
- Ecole du Val-de-Grâce, Service de Santé des Armées, F-75005, Paris, France
- Service d’Hématologie, Service de Santé des Armées, Hôpital d’Instruction des Armées Percy, Clamart, France
| | - Karine Viala
- Department of Clinical Neurophysiology, APHP, Pitié-Salpêtrière Hospital, Paris
| | - Rabab Debs
- Department of Clinical Neurophysiology, APHP, Pitié-Salpêtrière Hospital, Paris
| | - Caroline Houillier
- Service de Neurologie 2-Mazarin, AP-HP, Groupe Hospitalier Pitié-Salpetrière, Paris, France
- Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière (ICM), Paris, France
- Service d’Hématologie, Institut Curie, Site Saint Cloud, France
| | - Luca Diamanti
- Neuroncology Unit, IRCCS Mondino Foundation, Pavia, Italy
| | | | - Timothée Lenglet
- Department of Clinical Neurophysiology, APHP, Pitié-Salpêtrière Hospital, Paris
| | - Maya Ouzegdouh
- Département d’Hématologie, Hôpital Pitié-Salpêtrière, AP-HP, Paris, France
| | - Kevin Bihan
- Regional Pharmacovigilance Center, Department of Pharmacology, Pitié-Salpêtrière Hospital, Paris, France
| | - Laurent Gilardin
- Département de Médecine Interne et d’Immunologie Clinique, Groupe Hospitalier Pitié-Salpêtrière, AP-HP, Paris, France
| | - Dimitri Psimaras
- Service de Neurologie 2-Mazarin, AP-HP, Groupe Hospitalier Pitié-Salpetrière, Paris, France
- Sorbonne Université, Inserm, CNRS, UMR S 1127, Institut du Cerveau et de la Moelle épinière (ICM), Paris, France
- OncoNeuroTox Group, Center for Patients with Neurological Complications of Oncologic Treatments, Hôpitaux Universitaires Pitié-Salpetrière-Charles Foix et Hôpital Percy, Paris, France
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