ArticleeLife2022
Revised International Staging System (R-ISS) stage-dependent analysis uncovers oncogenes and potential immunotherapeutic targets in multiple myeloma (MM).
Article in eLife, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 17 citations in OpenAlex.
- Prognostic and clinicopathological value of prognostic nutritional index in patients with multiple myeloma: a meta-analysis.Frontiers in oncology · 2025Pooled it
- Bone Marrow Microenvironment Drives Mature Neutrophil to a CD83International journal of cancer · 2026Article
- Decoding immunotherapy resistance in multiple myeloma: genetic insights and approaches to counter resistance.Science China. Life sciences · 2026Review
- Identification of exhausted CD8Translational cancer research · 2026Article
- Disease Stage-Dependent Clinical Impact ofCancers · 2026Article
- Single-cell RNA Sequencing Identifies Prognostic Biomarkers in Extramedullary Multiple Myeloma.Current medicinal chemistry · 2026Article
- Dynamic changes in blood-derived inflammatory and bone metabolic markers for disease monitoring and prognostic assessment in multiple myeloma.American journal of translational research · 2026Article
- Evaluation of Interleukin-10, Vascular Endothelial Growth Factor Levels, and Bone Marrow Parameters in Multiple Myeloma Patients at Diagnosis and After Treatment.Diagnostics (Basel, Switzerland) · 2025Article
- Single-cell sequencing reveals the mechanisms of multiple myeloma progression: clarity or confusion?Annals of hematology · 2025Review
- Construction and validation of nomogram prediction model for anxiety and depression in chemotherapy patients with multiple myeloma.Frontiers in psychiatry · 2025Article
- TGF-β: an active participant in the immune and metabolic microenvironment of multiple myeloma : TGF-β in the microenvironment of multiple myeloma.Annals of hematology · 2024Review
- CD74 facilitates immunotherapy response by shaping the tumor microenvironment of hepatocellular carcinoma.Molecular medicine (Cambridge, Mass.) · 2024Article
- Article
- Dysregulation of Non-Coding RNAs: Roles of miRNAs and lncRNAs in the Pathogenesis of Multiple Myeloma.Non-coding RNA · 2023Review
Corrections and comments
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Authors and funding
15 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Multiple myeloma (MM) accounts for ~10% of all haematologic malignancies. Little is known about high intratumour heterogeneities in patients stratified by the Revised International Staging System (R-ISS). Herein, we constructed a single-cell transcriptome atlas to compare differential expression patterns among stages. We found that a novel cytotoxic plasma cell (PC) population exhibited with NKG7 positive was obviously enriched in stage II patients. Additionally, a malignant PC population with significantly elevated expression of MKI67 and PCNA was associated with unfavourable prognosis and Epstein-Barr virus (EBV) infection in our collected samples. Moreover, ribonucleotide reductase regulatory subunit M2 (RRM2) was found and verified to promote proliferation of MM cell lines, suggesting RRM2 may serve as a detrimental marker in MM. The percentages of CD8
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