Evidence map›Paper›PMID 40750676›Full record

ArticleLeukemia2025

The bone marrow immune ecosystem shapes daratumumab acquired resistance in plasma cell myeloma.

Yun Wang, Shuzhao Chen, Zhijian Liang, Robert Peter Gale, Shutong Liu, Xiaoqin Chen, Peidong Chi, Yiling Song, Yingchun Zhang, Weida Wang and 4 more

Abstract read
In one paragraph

Article in Leukemia, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Yun Wang *Department of Hematological Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China. wangyun@sysucc.org.cn.ORCID 0000-0002-5836-0872
Shuzhao Chen *Department of Thyroid and Breast Surgery, Clinical Research Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, PR China.
Zhijian Liang *Department of Hematological Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.ORCID 0009-0001-4533-8254
Robert Peter Gale *Department of Hematological Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Shutong Liu *Department of Hematology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, PR China.
Xiaoqin ChenDepartment of Hematological Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Peidong ChiDepartment of Clinical Laboratory, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Yiling SongDepartment of Clinical Laboratory, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Yingchun ZhangDepartment of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.
Weida WangDepartment of Hematological Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China.ORCID 0000-0002-8272-5421
Juan LiDepartment of Hematology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, PR China. ljuan@mail.sysu.edu.cn.ORCID 0000-0002-0909-4731
Zhongjun XiaDepartment of Hematological Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China. xiazhj@sysucc.org.cn.ORCID 0009-0005-8410-2817
Yang LiangDepartment of Hematological Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China. liangyang@sysucc.org.cn.ORCID 0000-0002-4226-9580
Xiaojun HuangDepartment of Hematological Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Centre for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, PR China. huangxiaojun@bjmu.edu.cn.ORCID 0000-0002-2145-6643

Funding

Chinese Society of Clinical Oncology (Chinese Society of Clinical Oncology, Beijing Xisike Clinical Oncology Research Foundation) Y-Young2022--0281National Natural Science Foundation of China (National Science Foundation of China) 82470162
6 · The paper itself

Abstract

Daratumumab, an anti-CD38 monoclonal antibody, is an effective therapy for plasma cell myeloma (PCM). However, many initial responders relapse. We compared paired samples from subjects pre-therapy and then acquired resistance to daratumumab. We first used single-cell RNA sequencing and digital spatial profiler (DSP). The proportion of cytotoxic CD8-positive T-cells with an exhaustion phenotype and an IFN-γ signature increased in resistance compared with pre-therapy samples, whilst the proportion of NK-cells decreased and had an increased inhibitory phenotype. Transcription of CD38 in neoplastic plasma cells decreased. Numbers of immune cells in cancer centre defined by DSP were significantly decreased in parallel with an increased exhaustion signature. The acquired resistance signature and elevated PCM subset phenotype were associated with worse prognosis in 4 external cohorts (GSE24080, GSE136337, GSE57317, and coMMpass). Using single-cell regulatory network inference, we identified MYC regulation as a key activated factor for acquired resistance in neoplastic plasma cells by intersecting the top 20 upregulated regulons and upregulated genes in acquired resistance. Furthermore, data from in vitro and in vivo experiments indicate that IFN-γ secreted by cells of bone marrow immune ecosystem activates MYC, which correlates with acquired daratumumab resistance. Our data provide insights into acquired daratumumab resistance and suggest potential therapeutic strategies.

Indexed as

Antibodies, MonoclonalBone MarrowDrug Resistance, NeoplasmMultiple MyelomaTumor MicroenvironmentADP-ribosyl Cyclase 1AnimalsHumansPrognosisSingle-Cell AnalysisADP-ribosyl Cyclase 1Antibodies, Monoclonaldaratumumab

Identifiers

PMID40750676
PMCPMC12463669

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.