Evidence map›Paper›PMID 37965778›Full record

ArticleCancer medicine2023

The loss of neoantigens is an important reason for immune escape in multiple myeloma patients with high intratumor heterogeneity.

Yue Wang, Jiadai Xu, Tianwei Lan, Chi Zhou, Peng Liu

Open access · goldAbstract read
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Article in Cancer medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.6field-weighted citation impact, top 9% of its field
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

9 citing papers in PubMed, 9 citations in OpenAlex.

  1. Pharmacogenomics in oncology: mutation-targeted therapy and biomarker integration in non-small cell lung cancer.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
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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

5 authors at 1 institution in 1 country.

Yue WangDepartment of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China.ORCID 0000-0003-1264-7584
Jiadai XuDepartment of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China.
Tianwei LanDepartment of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China.
Chi ZhouDepartment of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China.
Peng LiuDepartment of Hematology, Zhongshan Hospital, Fudan University, Shanghai, China.ORCID 0000-0002-9639-6606
Sun Yat-sen University · CN

Funding

Academic Pacesetters Program of Shanghai Healthcare System 2017BR03National Key New Drug Creation Special Programs 2017ZX09304-021National Natural Science Foundation of China 81570123Science and Technology Innovation Action Plan of Shanghai 21YF1406300
6 · The paper itself

Abstract

objectivesIntratumor heterogeneity (ITH) is an important factor for clinical outcomes in patients with multiple myeloma (MM). High ITH has been proven to be a key reason for tumor immune escape and treatment resistance. Neoantigens are thought to be associated with ITH, but the specific correlation and functional basis for this remains unclear.

methodsWe study this question through the whole-exome sequencing (WES) data from 43 high ITH newly diagnosed MM patients in our center. Mutant allele tumor heterogeneity (MATH) was conducted to quantify ITH. The cutoff value for high intratumor heterogeneity was determined by comparing MATH of different kinds of tumors. NeoPredPipe was performed to predict neoantigens and binding affinity.

resultsCompared to other tumors, MM has a relatively low tumor mutation burden but a high ITH. Patients with high MATH had significantly shorter progression-free survival times than those with low MATH (p = 0.001). In high ITH samples, there is a decrease in strong-binding neoantigens (p = 0.019). The loss of strong-binding neoantigens is a key factor for insensitivity to therapy (p = 0.015). Loss of heterozygosity in HLA was not observed. In addition, patients with fewer neoantigens loss had higher rates of disease remission (p = 0.047). CD8 + T cells (p = 0.012) and NK cells (p = 0.011) decreased significantly in patients with high neoantigens loss rate. A prediction model based on neoantigens was built to evaluate the strength of immune escape.

conclusionThe loss of strong-binding neoantigens explains why tumors with high ITH have a higher degree of immune escape and may be feasible for deciding the clinical treatment of MM.

Indexed as

Multiple MyelomaAntigens, NeoplasmCD8-Positive T-LymphocytesHumansMutationAntigens, Neoplasmimmune escapeintratumor heterogeneitymultiple myelomaneoantigentumor mutation burden

Identifiers

PMID37965778
PMCPMC10757111
OpenAlexW4388688629

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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.