ArticleNature communications2026
Tumour-intrinsic features shape T cell differentiation through precursor to symptomatic multiple myeloma.
Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
5 citing papers in PubMed.
- Spatial transcriptomics identifies a suppressive, T-cell-excluded tumor microenvironment in extramedullary myeloma.Blood advances · 2026Article
- Macrophage reprogramming, not CD8 T cell dynamics, characterizes durable disease control following PD-1 blockade in smoldering myeloma.Leukemia · 2026Article
- Targeting ADAR1 Restores Interferon Signaling and Enhances Immunotherapy Response in Multiple Myeloma.International journal of molecular sciences · 2026Article
- A differentiated effector T cell repertoire defines a functionally high-risk group of smoldering myeloma patients.Blood cancer journal · 2026Article
- Beyond exhaustion: T cell fitness for next generation of immunotherapy for hematological cancer.Frontiers in immunology · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
28 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Multiple myeloma (MM) is associated with skewed T cell activation and function which is present in asymptomatic myeloma precursor conditions, but underlying mechanisms of progression remain undefined. Here, we assemble a large single-cell RNA sequencing dataset of the bone marrow and blood from patients with MM, precursor conditions, and non-cancer controls. We demonstrate that, unlike solid cancers, MM is not characterized by T cell exhaustion, but by antigen-driven terminal memory differentiation. This is influenced by tumour-intrinsic features including tumour burden and expression of antigen-presentation genes. Expanded TCR clones accumulating in MM are not enriched with viral specificities but accumulate in effector states in highly-infiltrated marrows. Additionally, we identify a role for T cell dynamics in patients treated with autologous stem cell transplantation and demonstrate T cell features predict progression from precursor to symptomatic MM. Together, these results suggest that anti-tumour immunity drives a distinctive form of cancer-associated T cell differentiation in MM.
Indexed as
Identifiers
What OpenQuestion holds
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.