ArticleInternational journal of molecular sciences2022
Single-Cell RNA-Seq Analysis of Cells from Degenerating and Non-Degenerating Intervertebral Discs from the Same Individual Reveals New Biomarkers for Intervertebral Disc Degeneration.
Article in International journal of molecular sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 83 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
83 citing papers in PubMed, 92 citations in OpenAlex.
- Surviving the Nucleus Pulposus Desert: Next-Generation Strategies for Intervertebral Disc Cell Therapy.JOR spine · 2026Article
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- Technical insights and implications of thoracolumbar spine and neural tissue harvesting in recently deceased organ donors: a direct anterior approach integrated into multi-organ procurement protocols.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026Article
- PHLPP1 Regulates Inflammatory Signaling in Degenerated Nucleus Pulposus Cells in Mice and Humans.Cells · 2026Article
- Itgb1-Mediated Stabilization of Vimentin Alleviates Excessive Mechanical Stress-Induced Nucleus Pulposus Cell Pyroptosis and Intervertebral Disc Degeneration via PINK1-Parkin-Dependent Mitophagy.Cell proliferation · 2026Article
- Identification and experimental validation of biomarkers associated with exercise in intervertebral disc degeneration through bulk RNA and single-cell RNA sequencing analysis.Scientific reports · 2026Article
- Single-cell sequencing and machine learning-based prediction of spliceosome-associated factor 2 may represent potential targets for osteoarthritis.Osteoarthritis and cartilage open · 2026Article
- Superoxide dismutase in intervertebral disc degeneration: from pathophysiological mechanism to therapeutic strategies.Molecular biology reports · 2026Review
- Single-cell transcriptome profiling reveals the heterogeneity of ossification of the posterior longitudinal ligament (OPLL) and its immune microenvironment.Cell biology and toxicology · 2026Article
- Transcriptome of the human C2 dorsal root ganglia in C1-2 arthrodesis surgery: insight for neck pain.Brain : a journal of neurology · 2026Article
- Beyond miRNA Cargo Profiles: Anti-Inflammatory Roles of Extracellular Vesicle-Enriched miRNAs Derived From Human Intervertebral Disc Cells Unveiled by Functional Testing.Journal of extracellular biology · 2026Article
- Potential Role of Mast Cells in Intervertebral Disc Ageing, Herniation Resolution, and Degeneration: Evidence and Lessons Learned from Studies of Mast Cells in Other Connective Tissues.International journal of molecular sciences · 2026Review
- Unraveling the ferroptosis landscape in intervertebral disc degeneration through integrated bioinformatics and single-cell sequencing.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Microenvironmental stiffness directs microtubule perturbation in chondrocyte mitosis via ILK-refilinB/Smad3 axis.Bone research · 2026Article
- NSUN2 restrains gastric cancer cell apoptosis and ferroptosis by promoting the m5C modification of EPYC.Hereditas · 2026Article
- Transcriptomic and Functional Comparison of Cells Isolated From Healthy and Degenerated Ovine Intervertebral Discs.Journal of cellular and molecular medicine · 2026Article
- Multimodal data integration in orthopedic regenerative medicine: bridging imaging, omics, and clinical data.Frontiers in cell and developmental biology · 2026Review
- Multi-Omics Bioinformatic Analyses Linking LOXL4 with Spondylolisthesis.Orthopedic research and reviews · 2026Article
- From Modic changes to the disc-endplate-bone marrow complex: imaging stratification, immune remodeling, and translational implications in intervertebral disc degeneration.Frontiers in immunology · 2026Review
23 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
In this study, we used single-cell transcriptomic analysis to identify new specific biomarkers for nucleus pulposus (NP) and inner annulus fibrosis (iAF) cells, and to define cell populations within non-degenerating (nD) and degenerating (D) human intervertebral discs (IVD) of the same individual. Cluster analysis based on differential gene expression delineated 14 cell clusters. Gene expression profiles at single-cell resolution revealed the potential functional differences linked to degeneration, and among NP and iAF subpopulations. GO and KEGG analyses discovered molecular functions, biological processes, and transcription factors linked to cell type and degeneration state. We propose two lists of biomarkers, one as specific cell type, including
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.