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Shi J, Yang R, Jiang X, Zhu K, Liu Z. Detection of the Fatty Acid Metabolism-Linked Genes in Lung Adenocarcinoma as Biomarkers for Clinical Prognosis and Immunotherapeutic Targets. THE CLINICAL RESPIRATORY JOURNAL 2024; 18:e70013. [PMID: 39323079 PMCID: PMC11424681 DOI: 10.1111/crj.70013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 08/24/2024] [Accepted: 09/04/2024] [Indexed: 09/27/2024]
Abstract
BACKGROUND Lung cancer, on a global scale, leads to the most common cases of cancer mortalities. Novel therapeutic approaches are urgently needed to disrupt this lethal disease. The rapid development of tumor immunology combining breakthroughs involving fatty acid metabolism brings possibilities. Directing fatty acid metabolism is supposed to help discover potential prognostic biomarkers and treatment targets for lung cancer. METHODS Through searching the GSE140797 dataset, we identified genes related to fatty acid metabolism as well as fatty acid metabolism-related differentially expressed genes (DEGs). We applied various methods to ascertain the independent prognostic value of the DEGs. The methods we utilized entail prognostic analysis, differential expression analysis, as well as univariate and multivariate Cox regression analyses. The lasso Cox regression model was utilized in examining how DEGs correlate with the immune score, immune checkpoint, ferroptosis, methylation, and OCLR score. The expression levels of ACAT1 and ACSL3 in tissues derived from normal lung and lung adenocarcinoma (LUAD) tissues were compared by qRT-PCR. RESULTS In this study, ACSL3 and ACAT1 were identified as fatty acid metabolism-related genes utilizing independent prognostic value and as a result, the risk prognostic model was built using these factors. qRT-PCR results implied that ACSL3 and ACAT1 expressions were upregulated and downregulated, correspondingly in tumor tissues. Additional evaluations suggested that ACSL3 and ACAT1 were affirmed to be remarkably correlated with the immune score, methylation, immune checkpoint, OCLR score, and ferroptosis. CONCLUSIONS ACSL3 and ACAT1 were effective prognostic biomarkers and potential immunotherapeutic targets in LUAD.
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Affiliation(s)
- Jingwei Shi
- Department of Thoracic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu Province, China
| | - Rusong Yang
- Department of Thoracic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu Province, China
| | - Xinyi Jiang
- Department of Cardiovascular and Thoracic Surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Nanjing University, Nanjing, Jiangsu Province, China
| | - Kangle Zhu
- Department of Thoracic Surgery, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Zhengcheng Liu
- Department of Thoracic Surgery, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu Province, China
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Tesarova T, Fiala O, Hora M, Vaclavikova R. Non-coding transcriptome profiles in clear-cell renal cell carcinoma. Nat Rev Urol 2024:10.1038/s41585-024-00926-3. [PMID: 39242964 DOI: 10.1038/s41585-024-00926-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/29/2024] [Indexed: 09/09/2024]
Abstract
Clear-cell renal cell carcinoma (ccRCC) is a common urological malignancy with an increasing incidence. The development of molecular biomarkers that can predict the response to treatment and guide personalized therapy selection would substantially improve patient outcomes. Dysregulation of non-coding RNA (ncRNA) has been shown to have a role in the pathogenesis of ccRCC. Thus, an increasing number of studies are being carried out with a focus on the identification of ncRNA biomarkers in ccRCC tissue samples and the connection of these markers with patients' prognosis, pathological stage and grade (including metastatic potential), and therapy outcome. RNA sequencing analysis led to the identification of several ncRNA biomarkers that are dysregulated in ccRCC and might have a role in ccRCC development. These ncRNAs have the potential to be prognostic and predictive biomarkers for ccRCC, with prospective applications in personalized treatment selection. Research on ncRNA biomarkers in ccRCC is advancing, but clinical implementation remains preliminary owing to challenges in validation, standardization and reproducibility. Comprehensive studies and integration of ncRNAs into clinical trials are essential to accelerate the clinical use of these biomarkers.
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Affiliation(s)
- Tereza Tesarova
- Toxicogenomics Unit, National Institute of Public Health, Prague, Czech Republic.
- Laboratory of Pharmacogenomics, Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic.
| | - Ondrej Fiala
- Department of Oncology and Radiotherapeutics, Faculty of Medicine in Pilsen and University Hospital, Charles University, Pilsen, Czech Republic
- Laboratory of Cancer Treatment and Tissue Regeneration, Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Milan Hora
- Department of Urology, Faculty of Medicine in Pilsen and University Hospital, Charles University, Pilsen, Czech Republic
| | - Radka Vaclavikova
- Toxicogenomics Unit, National Institute of Public Health, Prague, Czech Republic
- Laboratory of Pharmacogenomics, Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
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Zheng M, Zhang S, Zhou J, Lin M, Liao Y. ACAT1 suppresses clear cell renal cell carcinoma progression by AMPK mediated fatty acid metabolism. Transl Oncol 2024; 47:102043. [PMID: 38909457 PMCID: PMC11254840 DOI: 10.1016/j.tranon.2024.102043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 05/30/2024] [Accepted: 06/20/2024] [Indexed: 06/25/2024] Open
Abstract
Renal cell carcinoma (RCC) stands as a prevalent malignancy within urological pathology, exhibiting a noteworthy escalation in its incidence. Despite being a mitochondrial enzyme, the precise role of Acetyl-CoA Acetyltransferase 1 (ACAT1) in RCC remains elusive. In this investigation, we employed bioinformatics methodologies to assess the expression patterns and prognostic significance across various RCC subtypes, encompassing clear cell renal cell carcinoma (ccRCC), papillary cell carcinoma, and chromophobe cell carcinoma. Our findings unveil a close correlation between ACAT1 expression and the prognostic implications specifically within ccRCC. Through both in vitro and in vivo overexpression studies, we delineated the functional and mechanistic facets of ACAT1 in impeding the progression of ccRCC. Our results unequivocally demonstrated that ACAT1 overexpression markedly curtailed proliferation, invasion, and metastasis of ccRCC cells in both in vivo models and cell cultures. Mechanistically, ACAT1's inhibitory effect on the AMPK signaling pathway orchestrated a regulatory role in modulating fatty acid metabolism, thereby effectively restraining the advancement of ccRCC. Collectively, our findings underscore ACAT1 as a pivotal tumor suppressor, instrumental in curtailing the proliferation, migration, and invasion of ccRCC by governing fatty acid metabolism through the AMPK signaling pathway. These insights posit ACAT1 as a potential predictive biomarker and therapeutic target warranting further exploration in RCC management.
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Affiliation(s)
- Ming Zheng
- Department of Urology, Jingzhou Central hospital affiliated to Yangtze University, 26 Chuyuan Avenue, Jing zhou District, Jingzhou City, 434000, China
| | - Shenghu Zhang
- Department of Urology, Jingzhou Central hospital affiliated to Yangtze University, 26 Chuyuan Avenue, Jing zhou District, Jingzhou City, 434000, China
| | - Jiajie Zhou
- Department of Urology, Jingzhou Central hospital affiliated to Yangtze University, 26 Chuyuan Avenue, Jing zhou District, Jingzhou City, 434000, China
| | - Ming Lin
- Department of Urology, Renmin hospital of Wuhan university, Wuhan, 430060, China
| | - Yixiang Liao
- Department of Urology, Jingzhou Central hospital affiliated to Yangtze University, 26 Chuyuan Avenue, Jing zhou District, Jingzhou City, 434000, China.
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4
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He W, Li Y, Liu SB, Chang Y, Han S, Han X, Ma Z, Amin HM, Song YH, Zhou J. From mitochondria to tumor suppression: ACAT1's crucial role in gastric cancer. Front Immunol 2024; 15:1449525. [PMID: 39247186 PMCID: PMC11377227 DOI: 10.3389/fimmu.2024.1449525] [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: 06/15/2024] [Accepted: 08/08/2024] [Indexed: 09/10/2024] Open
Abstract
Acetyl CoA acetyltransferase 1 (ACAT1), a mitochondrial enzyme, is mainly involved in the formation and decomposition of ketones, isoleucine, and fatty acids. Previous clinical studies showed that mutations in the ACAT1 gene lead to ketoacidosis, Notably the role of ACAT1 in human cancer' pathogenesis varies depending on cancer type, and its specific role in gastric cancer remains largely unknown. In the current study, we found that the expression of ACAT1 in primary late-stage gastric cancer tumor tissues was significantly lower than in early-stage tumors. This observation was further confirmed in high-grade gastric cancer cell line MKN45. The expression of CD44 and OCT4 was decreased, while CD24 expression was increased by overexpressing ACAT1 in MKN45 gastric cancer cells. Moreover, the ability of gastric cancer cells to form colonies on soft agar was also reduced by ACAT1 overexpression. Likewise, overexpression of ACAT1 inhibited epithelial mesenchymal transition (EMT) in gastric cancer cells evidenced by increased expression of the epithelial marker E-Cadherin, decreased expression of mesenchymal marker vimentin, and decreased expression levels of SNAI 1/3. In addition, ACAT1 overexpression inhibited cell migration and invasion, improved the response to 5-Fluorouracil (5-FU) and etoposide. In contrast, inhibition of ACAT1 activity promoted the proliferation of gastric cancer cells. The xenotransplantation results in nude mice showed that overexpression of ACAT1 in gastric cancer cells inhibited tumor growth in vivo. In addition, the low expression of ACAT1 in gastric cancer was further validated by searching public databases and conducting bioinformatic analyses. Mechanistically, bioinformatic analysis found that the inhibitory effect of ACAT1 in gastric cancer may be related to the Adipocytokine Signaling Pathway, Ppar Signaling Pathway, Propanoate Metabolism and P53 Signaling Pathway. Correlation analysis indicated ACAT1 mRNA expression was correlated with immune infiltrates. Collectively, our data show that ACAT1 induces pronounced inhibitory effects on gastric cancer initiation and development, which may impact future strategies to treat this aggressive cancer.
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Affiliation(s)
- Wei He
- Cyrus Tang Hematology Center, Soochow University, Suzhou, China
| | - Yanfang Li
- Cyrus Tang Hematology Center, Soochow University, Suzhou, China
| | - Song-Bai Liu
- Suzhou Key Laboratory of Medical Biotechnology, Suzhou Vocational Health College, Suzhou, China
| | - Ying Chang
- Cyrus Tang Hematology Center, Soochow University, Suzhou, China
| | - Shiyuan Han
- Cyrus Tang Hematology Center, Soochow University, Suzhou, China
| | - Xingyu Han
- Cyrus Tang Hematology Center, Soochow University, Suzhou, China
| | - Zixin Ma
- Cyrus Tang Hematology Center, Soochow University, Suzhou, China
| | - Hesham M Amin
- Department of Hematopathology, the University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Yao-Hua Song
- Cyrus Tang Hematology Center, Soochow University, Suzhou, China
| | - Jin Zhou
- Department of General Surgery, the First Affiliated Hospital of Soochow University, Suzhou, China
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Aguilar-Martínez SY, Campos-Viguri GE, Medina-García SE, García-Flores RJ, Deas J, Gómez-Cerón C, Pedroza-Torres A, Bautista-Rodríguez E, Fernández-Tilapa G, Rodríguez-Dorantes M, Pérez-Plasencia C, Peralta-Zaragoza O. MiR-21 Regulates Growth and Migration of Cervical Cancer Cells by RECK Signaling Pathway. Int J Mol Sci 2024; 25:4086. [PMID: 38612895 PMCID: PMC11012906 DOI: 10.3390/ijms25074086] [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: 02/07/2024] [Revised: 03/27/2024] [Accepted: 04/02/2024] [Indexed: 04/14/2024] Open
Abstract
Expression of miR-21 has been found to be altered in almost all types of cancers, and it has been classified as an oncogenic microRNA. In addition, the expression of tumor suppressor gene RECK is associated with miR-21 overexpression in high-grade cervical lesions. In the present study, we analyze the role of miR-21 in RECK gene regulation in cervical cancer cells. To identify the downstream cellular target genes of upstream miR-21, we silenced endogenous miR-21 expression using siRNAs. We analyzed the expression of miR-21 and RECK, as well as functional effects on cell proliferation and migration. We found that in cervical cancer cells, there was an inverse correlation between miR-21 expression and RECK mRNA and protein expression. SiRNAs to miR-21 increased luciferase reporter activity in construct plasmids containing the RECK-3'-UTR microRNA response elements MRE21-1, MRE21-2, and MRE21-3. The role of miR-21 in cell proliferation was also analyzed, and cancer cells transfected with siRNAs exhibited a markedly reduced cell proliferation and migration. Our findings indicate that miR-21 post-transcriptionally down-regulates the expression of RECK to promote cell proliferation and cell migration inhibition in cervical cancer cell survival. Therefore, miR-21 and RECK may be potential therapeutic targets in gene therapy for cervical cancer.
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Affiliation(s)
- Seidy Y. Aguilar-Martínez
- Direction of Chronic Infections and Cancer, Research Center in Infection Diseases, Instituto Nacional de Salud Pública, Cuernavaca 62100, Mexico; (S.Y.A.-M.); (G.E.C.-V.); (S.E.M.-G.); (R.J.G.-F.); (J.D.)
| | - Gabriela E. Campos-Viguri
- Direction of Chronic Infections and Cancer, Research Center in Infection Diseases, Instituto Nacional de Salud Pública, Cuernavaca 62100, Mexico; (S.Y.A.-M.); (G.E.C.-V.); (S.E.M.-G.); (R.J.G.-F.); (J.D.)
| | - Selma E. Medina-García
- Direction of Chronic Infections and Cancer, Research Center in Infection Diseases, Instituto Nacional de Salud Pública, Cuernavaca 62100, Mexico; (S.Y.A.-M.); (G.E.C.-V.); (S.E.M.-G.); (R.J.G.-F.); (J.D.)
| | - Ricardo J. García-Flores
- Direction of Chronic Infections and Cancer, Research Center in Infection Diseases, Instituto Nacional de Salud Pública, Cuernavaca 62100, Mexico; (S.Y.A.-M.); (G.E.C.-V.); (S.E.M.-G.); (R.J.G.-F.); (J.D.)
| | - Jessica Deas
- Direction of Chronic Infections and Cancer, Research Center in Infection Diseases, Instituto Nacional de Salud Pública, Cuernavaca 62100, Mexico; (S.Y.A.-M.); (G.E.C.-V.); (S.E.M.-G.); (R.J.G.-F.); (J.D.)
| | - Claudia Gómez-Cerón
- Department of Epidemiology of Cancer, Research Center Population Health, Instituto Nacional de Salud Pública, Cuernavaca 62100, Mexico;
| | - Abraham Pedroza-Torres
- Programa Investigadoras e Investigadores por México, Consejo Nacional de Humanidades, Ciencias y Tecnologías, México City 14080, Mexico;
- Hereditary Cancer Clinic, Instituto Nacional de Cancerología, México City 14080, Mexico
| | | | - Gloria Fernández-Tilapa
- Clinical Research Laboratory, Faculty of Chemical Biological Sciences, Universidad Autónoma de Guerrero, Chilpancingo 39070, Mexico;
| | | | - Carlos Pérez-Plasencia
- Oncogenomics Laboratory, Instituto Nacional de Cancerología, México City 14080, Mexico;
- Biomedicine Unit, FES-Iztacala, Universidad Nacional Autónoma de México, Tlalnepantla de Baz 54090, Mexico
| | - Oscar Peralta-Zaragoza
- Direction of Chronic Infections and Cancer, Research Center in Infection Diseases, Instituto Nacional de Salud Pública, Cuernavaca 62100, Mexico; (S.Y.A.-M.); (G.E.C.-V.); (S.E.M.-G.); (R.J.G.-F.); (J.D.)
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6
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Chen W, Chen X, Zhao Z, Li M, Dong S, Hu S, Li X, Feng M, Chen K, Zhong S, He C. Pan-Cancer Identification of Prognostic-Associated Metabolic Pathways. BIOLOGY 2023; 12:1129. [PMID: 37627013 PMCID: PMC10452188 DOI: 10.3390/biology12081129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 07/30/2023] [Accepted: 08/03/2023] [Indexed: 08/27/2023]
Abstract
Metabolic dysregulation has been reported involving in the clinical outcomes of multiple cancers. However, systematical identification of the impact of metabolic pathways on cancer prognosis is still lacking. Here, we performed a pan-cancer analysis of popular metabolic checkpoint genes and pathways with cancer prognosis by integrating information of clinical survival with gene expression and pathway activity in multiple cancer patients. By discarding the effects of age and sex, we revealed extensive and significant associations between the survival of cancer patients and the expression of metabolic checkpoint genes, as well as the activities of three primary metabolic pathways: amino acid metabolism, carbohydrate metabolism, lipid metabolism, and eight nonprimary metabolic pathways. Among multiple cancers, we found the survival of kidney renal clear cell carcinoma and low-grade glioma exhibit high metabolic dependence. Our work systematically assesses the impact of metabolic checkpoint genes and pathways on cancer prognosis, providing clues for further study of cancer diagnosis and therapy.
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Affiliation(s)
- Wenbo Chen
- School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Xin Chen
- College of Biomedicine and Health, Huazhong Agricultural University, Wuhan 430070, China
- College of Life Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Zhenyu Zhao
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430070, China
| | - Menglu Li
- College of Informatics, Huazhong Agricultural University, Wuhan 430070, China
| | - Shuang Dong
- Department of Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430079, China
| | - Sheng Hu
- Department of Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430079, China
| | - Xiaoyu Li
- Department of Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430079, China
| | - Mingqian Feng
- College of Biomedicine and Health, Huazhong Agricultural University, Wuhan 430070, China
- College of Life Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Ke Chen
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430070, China
| | - Shan Zhong
- School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
| | - Chunjiang He
- School of Basic Medical Sciences, Wuhan University, Wuhan 430071, China
- College of Biomedicine and Health, Huazhong Agricultural University, Wuhan 430070, China
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Wang G, Wang H, Cheng S, Zhang X, Feng W, Zhang P, Wang J. N1-methyladenosine methylation-related metabolic genes signature and subtypes for predicting prognosis and immune microenvironment in osteosarcoma. Front Genet 2022; 13:993594. [PMID: 36147503 PMCID: PMC9485621 DOI: 10.3389/fgene.2022.993594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 08/08/2022] [Indexed: 11/13/2022] Open
Abstract
N1-methyladenosine methylation (m1A), as an important RNA methylation modification, regulates the development of many tumours. Metabolic reprogramming is one of the important features of tumour cells, and it plays a crucial role in tumour development and metastasis. The role of RNA methylation and metabolic reprogramming in osteosarcoma has been widely reported. However, the potential roles and mechanisms of m1A-related metabolic genes (MRmetabolism) in osteosarcoma have not been currently described. All of MRmetabolism were screened, then selected two MRmetabolism by least absolute shrinkage and selection operator and multifactorial regression analysis to construct a prognostic signature. Patients were divided into high-risk and low-risk groups based on the median riskscore of all patients. After randomizing patients into train and test cohorts, the reliability of the prognostic signature was validated in the whole, train and test cohort, respectively. Subsequently, based on the expression profiles of the two MRmetabolism, we performed consensus clustering to classify patients into two clusters. In addition, we explored the immune infiltration status of different risk groups and different clusters by CIBERSORT and single sample gene set enrichment analysis. Also, to better guide individualized treatment, we analyzed the immune checkpoint expression differences and drug sensitivity in the different risk groups and clusters. In conclusion, we constructed a MRmetabolism prognostic signature, which may help to assess patient prognosis, immunotherapy response.
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Affiliation(s)
- Guowei Wang
- Department of Spine Surgery, Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Hongyi Wang
- Medical College, Hunan Normal University, Changsha, Hunan, China
| | - Sha Cheng
- Department of Gastroenterology, Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Xiaobo Zhang
- Department of Spine Surgery, Third Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wanjiang Feng
- Department of Spine Surgery, Third Xiangya Hospital, Central South University, Changsha, Hunan, China
- *Correspondence: Wanjiang Feng, ; Pan Zhang, ; Jianlong Wang,
| | - Pan Zhang
- Department of Infectious Disease, Third Xiangya Hospital, Central South University, Changsha, Hunan, China
- *Correspondence: Wanjiang Feng, ; Pan Zhang, ; Jianlong Wang,
| | - Jianlong Wang
- Department of Spine Surgery, Third Xiangya Hospital, Central South University, Changsha, Hunan, China
- *Correspondence: Wanjiang Feng, ; Pan Zhang, ; Jianlong Wang,
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