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Integrated analysis of single-cell transcriptome and structural biology approach reveals the dynamics changes of NP subtypes and roles of Menaquinone in attenuating intervertebral disc degeneration.
Zhao, Yingjing; Mu, Yuxue; Zou, Yujia; Lei, Xin; Ji, Rui; Wei, Bingqian; Wei, Tianyu; Lu, Tianxing; He, Zhijian; Wang, Xinhui; Li, Weihang; Gao, Bo.
Affiliation
  • Zhao Y; Department of Critical Care Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.
  • Mu Y; Department of Orthopedic Surgery, Xijing Hospital, Air Force Medical University, Xi'an, China.
  • Zou Y; Aerospace Clinical Medical Center, School of Aerospace Medicine, Air Force Medical University, Xi'an, China.
  • Lei X; China-Japan Union Hospital, Jilin University, Jilin, China.
  • Ji R; Department of Cardiology, Xinhua Hospital Affiliated to School of Medicine, Shanghai JiaoTong University, Shanghai, China.
  • Wei B; Department of Orthopedic Surgery, Xijing Hospital, Air Force Medical University, Xi'an, China.
  • Wei T; Department of Orthopedic Surgery, Xijing Hospital, Air Force Medical University, Xi'an, China.
  • Lu T; Basic Medical College, Air Force Medical University, Xi'an, China.
  • He Z; Basic Medical College, Air Force Medical University, Xi'an, China.
  • Wang X; Zonglian College, Xi'an Jiaotong University, Xi'an, China.
  • Li W; Department of Sports Teaching and Research, Lanzhou University, Lanzhou, China.
  • Gao B; Department of Oncology, The Fifth Affiliated Hospital of Xinxiang Medical College, Xinxiang, China.
J Biomol Struct Dyn ; : 1-24, 2023 Oct 30.
Article in En | MEDLINE | ID: mdl-37902557
ABSTRACT
Intervertebral disc degeneration (IDD) is a progressive and chronic disease, the mechanisms have been studied extensively as a whole, while the cellular heterogeneity of cells in nucleus pulposus (NP) tissues remained controversial for a long time. This study conducted integrated analysis through single-cell sequencing analysis, weighted gene co-expression network analysis (WGCNA), and differential expression analysis, to systematically decipher the longitudinal alterations of distinct NP subtypes, and also analyzed the most essential genes in the development of IDD. Then, this study further conducted structural biology method to discover the potential lead compounds through a suite of advanced approaches like high-throughput screening (HTVS), pharmaceutical characteristics assessment, CDOCKER module as well as molecular dynamics simulation, etc., aiming to ameliorate the progression of IDD. Totally 5 NP subpopulations were identified with distinct biological functions based on their unique gene expression patterns. The predominant dynamics changes mainly involved RegNPs and EffNPs, the RegNPs were mainly aggregated in normal NP tissues and drastically decreased in degenerative NP, while EffNPs, as pathogenic subtype, exhibited opposite phenomenon. Importantly, this study further reported the essential roles of Menaquinone in alleviating degenerative NP cells for the first time, which could provide solid evidence for the application of nutritional therapy in the treatment of IDD. This study combined scRNA-seq, bulk-RNA seq and HTVS techniques to systematically decipher the longitudinal changes of NP subtypes during IDD. EffNPs were considered to be 'chief culprit' in IDD progression, while the novel natural drug Menaquinone could reverse this phenomenon.Communicated by Ramaswamy H. Sarma.
Key words

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: J Biomol Struct Dyn Year: 2023 Type: Article Affiliation country: China

Full text: 1 Collection: 01-internacional Database: MEDLINE Language: En Journal: J Biomol Struct Dyn Year: 2023 Type: Article Affiliation country: China