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Tęcza K, Kalinowska-Herok M, Rusinek D, Zajkowicz A, Pfeifer A, Oczko-Wojciechowska M, Pamuła-Piłat J. Are the Common Genetic 3'UTR Variants in ADME Genes Playing a Role in Tolerance of Breast Cancer Chemotherapy? Int J Mol Sci 2024; 25:12283. [PMID: 39596349 PMCID: PMC11594993 DOI: 10.3390/ijms252212283] [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: 10/16/2024] [Revised: 11/08/2024] [Accepted: 11/13/2024] [Indexed: 11/28/2024] Open
Abstract
We studied the associations between 3'UTR genetic variants in ADME genes, clinical factors, and the risk of breast cancer chemotherapy toxicity. Those variants and factors were tested in relation to seven symptoms belonging to myelotoxicity (anemia, leukopenia, neutropenia), gastrointestinal side effects (vomiting, nausea), nephrotoxicity, and hepatotoxicity, occurring in overall, early, or recurrent settings. The cumulative risk of overall symptoms of anemia was connected with AKR1C3 rs3209896 AG, ERCC1 rs3212986 GT, and >6 cycles of chemotherapy; leukopenia was determined by ABCC1 rs129081 allele G and DPYD rs291593 allele T; neutropenia risk was correlated with accumulation of genetic variants of DPYD rs291583 allele G, ABCB1 rs17064 AT, and positive HER2 status. Risk of nephrotoxicity was determined by homozygote DPYD rs291593, homozygote AKR1C3 rs3209896, postmenopausal age, and negative ER status. Increased risk of hepatotoxicity was connected with NR1/2 rs3732359 allele G, postmenopausal age, and with present metastases. The risk of nausea and vomiting was linked to several genetic factors and premenopausal age. We concluded that chemotherapy tolerance emerges from the simultaneous interaction of many genetic and clinical factors.
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Affiliation(s)
| | | | | | | | | | | | - Jolanta Pamuła-Piłat
- Department of Clinical and Molecular Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, Gliwice Branch, 44-102 Gliwice, Poland; (K.T.); (M.K.-H.); (D.R.); (A.Z.); (A.P.); (M.O.-W.)
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2
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Yang W, Liu H, Zhang R, Freedman JA, Han Y, Hung RJ, Brhane Y, McLaughlin J, Brennan P, Bickeboeller H, Rosenberger A, Houlston RS, Caporaso NE, Landi MT, Brueske I, Risch A, Christiani DC, Amos CI, Chen X, Patierno SR, Wei Q. Deciphering associations between three RNA splicing-related genetic variants and lung cancer risk. NPJ Precis Oncol 2022; 6:48. [PMID: 35773316 PMCID: PMC9247007 DOI: 10.1038/s41698-022-00281-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Accepted: 05/20/2022] [Indexed: 01/12/2023] Open
Abstract
Limited efforts have been made in assessing the effect of genome-wide profiling of RNA splicing-related variation on lung cancer risk. In the present study, we first identified RNA splicing-related genetic variants linked to lung cancer in a genome-wide profiling analysis and then conducted a two-stage (discovery and replication) association study in populations of European ancestry. Discovery and validation were conducted sequentially with a total of 29,266 cases and 56,450 controls from both the Transdisciplinary Research in Cancer of the Lung and the International Lung Cancer Consortium as well as the OncoArray database. For those variants identified as significant in the two datasets, we further performed stratified analyses by smoking status and histological type and investigated their effects on gene expression and potential regulatory mechanisms. We identified three genetic variants significantly associated with lung cancer risk: rs329118 in JADE2 (P = 8.80E-09), rs2285521 in GGA2 (P = 4.43E-08), and rs198459 in MYRF (P = 1.60E-06). The combined effects of all three SNPs were more evident in lung squamous cell carcinomas (P = 1.81E-08, P = 6.21E-08, and P = 7.93E-04, respectively) than in lung adenocarcinomas and in ever smokers (P = 9.80E-05, P = 2.70E-04, and P = 2.90E-05, respectively) than in never smokers. Gene expression quantitative trait analysis suggested a role for the SNPs in regulating transcriptional expression of the corresponding target genes. In conclusion, we report that three RNA splicing-related genetic variants contribute to lung cancer susceptibility in European populations. However, additional validation is needed, and specific splicing mechanisms of the target genes underlying the observed associations also warrants further exploration.
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Affiliation(s)
- Wenjun Yang
- International Center for Aging and Cancer, Pathology Department of the First Affiliated Hospital, Hainan Medical University, Haikou, 571199, China
- Duke Cancer Institute, Duke University Medical Center, Durham, NC, 27710, USA
- Ningxia Human Stem Cell Research Institute, the General Hospital of Ningxia Medical University, Yinchuan, 750004, China
| | - Hongliang Liu
- Duke Cancer Institute, Duke University Medical Center, Durham, NC, 27710, USA
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Ruoxin Zhang
- Duke Cancer Institute, Duke University Medical Center, Durham, NC, 27710, USA
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, 27710, USA
- School of Public Health, Fudan University; Key Laboratory of Public Health Safety, Ministry of Education, Shanghai, 200032, China
- Yiwu Research Institute of Fudan University, Yiwu, Zhejiang, 322000, China
| | - Jennifer A Freedman
- Duke Cancer Institute, Duke University Medical Center, Durham, NC, 27710, USA
- Department of Medicine, Division of Medical Oncology, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Younghun Han
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Rayjean J Hung
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | - Yonathan Brhane
- Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, ON, Canada
| | | | - Paul Brennan
- International Agency for Research on Cancer, World Health Organization, Lyon, 69372, France
| | - Heike Bickeboeller
- Department of Genetic Epidemiology, University Medical Center Göttingen, Göttingen, 37073, Germany
| | - Albert Rosenberger
- Department of Genetic Epidemiology, University Medical Center Göttingen, Göttingen, 37073, Germany
| | - Richard S Houlston
- Division of Genetics and Epidemiology, the Institute of Cancer Research, London, SW7 3RP, UK
| | - Neil E Caporaso
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Maria Teresa Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Irene Brueske
- Helmholtz Centre Munich, German Research Centre for Environmental Health, Institute of Epidemiology, Neuherberg, 85764, Germany
| | - Angela Risch
- Department of Molecular Biology, University of Salzburg, Salzburg, 5020, Austria
| | - David C Christiani
- Massachusetts General Hospital, Boston, MA, 02114, USA
- Department of Environmental Health, Harvard School of Public Health, Boston, MA, 02115, USA
| | - Christopher I Amos
- Department of Medicine, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Xiaoxin Chen
- Cancer Research Program, Julius L. Chambers Biomedical Biotechnology Research Institute, North Carolina Central University, Durham, NC, 27707, USA
| | - Steven R Patierno
- Duke Cancer Institute, Duke University Medical Center, Durham, NC, 27710, USA.
- Department of Medicine, Division of Medical Oncology, Duke University School of Medicine, Durham, NC, 27710, USA.
| | - Qingyi Wei
- Duke Cancer Institute, Duke University Medical Center, Durham, NC, 27710, USA.
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, 27710, USA.
- Department of Medicine, Division of Medical Oncology, Duke University School of Medicine, Durham, NC, 27710, USA.
- Duke Global Health Institute, Duke University Medical Center, Durham, NC, 27710, USA.
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3
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Latini A, Novelli L, Ceccarelli F, Barbati C, Perricone C, De Benedittis G, Conti F, Novelli G, Ciccacci C, Borgiani P. mRNA expression analysis confirms CD44 splicing impairment in systemic lupus erythematosus patients. Lupus 2021; 30:1086-1093. [PMID: 33794704 DOI: 10.1177/09612033211004725] [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: 11/17/2022]
Abstract
BACKGROUND Systemic Lupus Erythematosus (SLE) is a complex chronic autoimmune disease characterized by several immunological alterations. T cells have a peculiar role in SLE pathogenesis, moving from the bloodstream to the peripheral tissues, causing organ damage. This process is possible for their increased adherence and migration capacity mediated by adhesion molecules, such as CD44. Ten different variant isoforms of this molecule have been described, and two of them, CD44v3 and CD44v6 have been found to be increased on SLE T cells compared to healthy controls, being proposed as biomarkers of disease and disease activity. The process of alternative splicing of CD44 transcripts is not fully understood. We investigated the mRNA expression of CD44v3 and CD44v6 and also analyzed possible CD44 splicing regulators (ESRP1 molecule and rs9666607 CD44 polymorphism) in a cohort of SLE patients compared to healthy controls. METHODS This study involved 18 SLE patients and 18 healthy controls. Total RNA and DNA were extracted by peripheral blood mononuclear cells. The expression study was conducted by quantitative RT-polymerase chain reaction, using SYBR Green protocol. Genotyping of rs9666607 SNP was performed by direct sequencing. RESULTS CD44v6 mRNA expression was higher in SLE patients compared to healthy controls (p = 0.028). CD44v3/v6 mRNA ratio in healthy controls was strongly unbalanced towards isoform v3 compared to SLE patients (p = 0.002) and decreased progressively from healthy controls to the SLE patients in remission and those with active disease (p = 0.015). The expression levels of CD44v3 and CD44v6 mRNA correlated with the disease duration (p = 0.038, Pearson r = 0.493 and p = 0.038, Pearson r = 0.495, respectively). Splicing regulator ESRP1 expression positively correlated with CD44v6 expression in healthy controls (p = 0.02, Pearson r = 0.532) but not in SLE patients. The variant A allele of rs9666607 of CD44 was associated with higher level of global CD44 mRNA (p = 0.04) but not with the variant isoforms. CONCLUSIONS In SLE patients, the increase in CD44v6 protein correlates with a higher transcript level of this isoform, confirming an impairment of CD44 splicing in the disease, whose regulatory mechanisms require further investigation.
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Affiliation(s)
- Andrea Latini
- Department of Biomedicine & Prevention, Genetics Section, University of Rome "Tor Vergata", Rome, Italy
| | - Lucia Novelli
- Lupus Clinic, Dipartimento di Scienze cliniche internistiche, anestesiologiche e cardiovascolari, Sapienza University of Rome, Rome, Italy
| | - Fulvia Ceccarelli
- Lupus Clinic, Dipartimento di Scienze cliniche internistiche, anestesiologiche e cardiovascolari, Sapienza University of Rome, Rome, Italy
| | - Cristiana Barbati
- Lupus Clinic, Dipartimento di Scienze cliniche internistiche, anestesiologiche e cardiovascolari, Sapienza University of Rome, Rome, Italy
| | - Carlo Perricone
- Rheumatology, Department of Medicine and Surgery, University of Perugia, Perugia, Italy
| | - Giada De Benedittis
- Department of Biomedicine & Prevention, Genetics Section, University of Rome "Tor Vergata", Rome, Italy
| | - Fabrizio Conti
- Lupus Clinic, Dipartimento di Scienze cliniche internistiche, anestesiologiche e cardiovascolari, Sapienza University of Rome, Rome, Italy
| | - Giuseppe Novelli
- Department of Biomedicine & Prevention, Genetics Section, University of Rome "Tor Vergata", Rome, Italy.,IRCCS Neuromed, Pozzilli (IS), Italy.,Department of Pharmacology, School of Medicine, University of Nevada, Reno, USA
| | - Cinzia Ciccacci
- Department of Biomedicine & Prevention, Genetics Section, University of Rome "Tor Vergata", Rome, Italy.,UniCamillus - Saint Camillus International University of Health Sciences, Rome, Italy
| | - Paola Borgiani
- Department of Biomedicine & Prevention, Genetics Section, University of Rome "Tor Vergata", Rome, Italy
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Al Abo M, Hyslop T, Qin X, Owzar K, George DJ, Patierno SR, Freedman JA. Differential alternative RNA splicing and transcription events between tumors from African American and White patients in The Cancer Genome Atlas. Genomics 2021; 113:1234-1246. [PMID: 33705884 DOI: 10.1016/j.ygeno.2021.02.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 01/15/2021] [Accepted: 02/01/2021] [Indexed: 11/26/2022]
Abstract
Individuals of African ancestry suffer disproportionally from higher incidence, aggressiveness, and mortality for particular cancers. This disparity likely results from an interplay among differences in multiple determinants of health, including differences in tumor biology. We used The Cancer Genome Atlas (TCGA) SpliceSeq and TCGA aggregate expression datasets and identified differential alternative RNA splicing and transcription events (ARS/T) in cancers between self-identified African American (AA) and White (W) patients. We found that retained intron events were enriched among race-related ARS/T. In addition, on average, 12% of the most highly ranked race-related ARS/T overlapped between any two analyzed cancers. Moreover, the genes undergoing race-related ARS/T functioned in cancer-promoting pathways, and a number of race-related ARS/T were associated with patient survival. We built a web-application, CanSplice, to mine genomic datasets by self-identified race. The race-related targets have the potential to aid in the development of new biomarkers and therapeutics to mitigate cancer disparity.
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Affiliation(s)
- Muthana Al Abo
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Terry Hyslop
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC, 27710, USA; Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Xiaodi Qin
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Kouros Owzar
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Daniel J George
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC, 27710, USA; Department of Medicine, Division of Medical Oncology, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Steven R Patierno
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC, 27710, USA; Department of Medicine, Division of Medical Oncology, Duke University School of Medicine, Durham, NC, 27710, USA
| | - Jennifer A Freedman
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC, 27710, USA; Department of Medicine, Division of Medical Oncology, Duke University School of Medicine, Durham, NC, 27710, USA.
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Márquez-González RM, Saucedo-Sariñana AM, Barros-Núñez P, Gallegos-Arreola MP, Pineda-Razo TD, Marin-Contreras ME, Flores-Martínez SE, Sánchez-Corona J, Rosales-Reynoso MA. CD44 Genotypes Are Associated with Susceptibility and Tumor Characteristics in Colorectal Cancer Patients. TOHOKU J EXP MED 2020; 250:109-119. [PMID: 32115493 DOI: 10.1620/tjem.250.109] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Colorectal cancer is the third cause of cancer and the second leading cause of death worldwide. The CD44 gene plays a key role in malignant processes, including growth, survival, epithelial to mesenchymal transition and metastasis. It is also known that some variants as rs187116 (c.67+4883G>A) and rs7116432 (c.2024+779A>G) can modulate the function of the CD44 gene and malignant transformation in several neoplasms. This study aims to explore, for the first time, the association of the CD44 rs187116 and rs7116432 variants in patients with colorectal cancer. Genomic DNA from 250 patients and 250 healthy blood donors were analyzed. The identification of variants was made by polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) methodology. Association was calculated by the odds ratio (OR) test and multivariate analysis. Individuals carrying the G/A and A/A genotypes for the rs187116 polymorphism showed an increased risk for colorectal cancer (OR = 3.11, 95% CI: 1.87-5.16, P = 0.001 and OR = 3.59, 95% CI: 2.06-6.25, P = 0.001, respectively). After adjusting for age and gender, these same genotypes and the G/G genotype of the rs7116432 polymorphism were associated with TNM stage and tumor location in the colon. Moreover, the A-G (rs187116 and rs7116432) haplotype was associated with increased risk; while, the haplotype G-A (rs187116 and rs7116432) was related with decreased risk. In conclusion, our results suggest that the here analyzed CD44 variants are involved with risk, TNM stage and tumor location in colorectal cancer.
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Affiliation(s)
- Rosa María Márquez-González
- Molecular Medicine Division, Centro de Investigación Biomédica de Occidente (CIBO), Instituto Mexicano del Seguro Social (IMSS)
| | | | - Patricio Barros-Núñez
- Research Unit of Metabolic Diseases, Pediatric UMAE, Instituto Mexicano del Seguro Social (IMSS)
| | | | | | | | | | - José Sánchez-Corona
- Molecular Medicine Division, Centro de Investigación Biomédica de Occidente (CIBO), Instituto Mexicano del Seguro Social (IMSS)
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Abstract
The extracellular matrix is part of the microenvironment and its functions are associated with the physical and chemical properties of the tissue. Among the extracellular components, the glycosaminoglycan hyaluronan is a key component, defining both the physical and biochemical characteristics of the healthy matrices. The hyaluronan metabolism is strictly regulated in physiological conditions, but in the tumoral tissues, its expression, size and binding proteins interaction are dysregulated. Hyaluronan from the tumor microenvironment promotes tumor cell proliferation, invasion, immune evasion, stemness alterations as well as drug resistance. This chapter describes data regarding novel concepts of hyaluronan functions in the tumor. Additionally, we discuss potential clinical applications of targeting HA metabolism in cancer therapy.
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7
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Robinson TJ, Freedman JA, Al Abo M, Deveaux AE, LaCroix B, Patierno BM, George DJ, Patierno SR. Alternative RNA Splicing as a Potential Major Source of Untapped Molecular Targets in Precision Oncology and Cancer Disparities. Clin Cancer Res 2019; 25:2963-2968. [PMID: 30755441 PMCID: PMC6653604 DOI: 10.1158/1078-0432.ccr-18-2445] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2018] [Revised: 09/18/2018] [Accepted: 01/29/2019] [Indexed: 12/12/2022]
Abstract
Studies of alternative RNA splicing (ARS) have the potential to provide an abundance of novel targets for development of new biomarkers and therapeutics in oncology, which will be necessary to improve outcomes for patients with cancer and mitigate cancer disparities. ARS, a key step in gene expression enabling individual genes to encode multiple proteins, is emerging as a major driver of abnormal phenotypic heterogeneity. Recent studies have begun to identify RNA splicing-related genetic and genomic variation in tumors, oncogenes dysregulated by ARS, RNA splice variants driving race-related cancer aggressiveness and drug response, spliceosome-dependent transformation, and RNA splicing-related immunogenic epitopes in cancer. In addition, recent studies have begun to identify and test, preclinically and clinically, approaches to modulate and exploit ARS for therapeutic application, including splice-switching oligonucleotides, small molecules targeting RNA splicing or RNA splice variants, and combination regimens with immunotherapies. Although ARS data hold such promise for precision oncology, inclusion of studies of ARS in translational and clinical cancer research remains limited. Technologic developments in sequencing and bioinformatics are being routinely incorporated into clinical oncology that permit investigation of clinically relevant ARS events, yet ARS remains largely overlooked either because of a lack of awareness within the clinical oncology community or perceived barriers to the technical complexity of analyzing ARS. This perspective aims to increase such awareness, propose immediate opportunities to improve identification and analysis of ARS, and call for bioinformaticians and cancer researchers to work together to address the urgent need to incorporate ARS into cancer biology and precision oncology.
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Affiliation(s)
| | - Jennifer A Freedman
- Department of Medicine, Division of Medical Oncology, Duke University Medical Center, Durham, North Carolina
- Duke Cancer Institute, Duke University Medical Center, Durham, North Carolina
| | - Muthana Al Abo
- Duke Cancer Institute, Duke University Medical Center, Durham, North Carolina
| | - April E Deveaux
- Department of Medicine, Division of Medical Oncology, Duke University Medical Center, Durham, North Carolina
| | - Bonnie LaCroix
- Department of Medicine, Division of Medical Oncology, Duke University Medical Center, Durham, North Carolina
| | - Brendon M Patierno
- Department of Medicine, Division of Medical Oncology, Duke University Medical Center, Durham, North Carolina
| | - Daniel J George
- Department of Medicine, Division of Medical Oncology, Duke University Medical Center, Durham, North Carolina
- Duke Cancer Institute, Duke University Medical Center, Durham, North Carolina
| | - Steven R Patierno
- Department of Medicine, Division of Medical Oncology, Duke University Medical Center, Durham, North Carolina.
- Duke Cancer Institute, Duke University Medical Center, Durham, North Carolina
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Luo Z, Fan P, Zhang S, Li Z. Single nucleotide polymorphisms in the D-loop region predicts earlyage-at-onset of malignant fibrous histiocytoma. MITOCHONDRIAL DNA PART B 2019. [DOI: 10.1080/23802359.2019.1619492] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Zucheng Luo
- Department of Orthopaedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, P.R. China
- Zhejiang Provincial Key Laboratory of Orthopaedics, Wenzhou, Zhejiang, P.R. China
- The Second School of Medicine, WenZhou Medical University, Wenzhou, Zhejiang, P.R. China
| | - Pei Fan
- Department of Orthopaedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, P.R. China
- Zhejiang Provincial Key Laboratory of Orthopaedics, Wenzhou, Zhejiang, P.R. China
| | - Shisi Zhang
- Department of Orthopaedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, P.R. China
- Zhejiang Provincial Key Laboratory of Orthopaedics, Wenzhou, Zhejiang, P.R. China
| | - Zhenxing Li
- Department of Orthopaedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, P.R. China
- Zhejiang Provincial Key Laboratory of Orthopaedics, Wenzhou, Zhejiang, P.R. China
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