Evidence map›Paper›PMID 41602219›Full record

ArticleJournal of clinical & experimental oncology2025

Efficacy of Interventions for Newly Diagnosed Multiple Myeloma: An Umbrella Review.

Yimeng Li, Mengmeng Ji, Mark A Fiala, Enkhjin Gansukh, Natalia Neparidze, Martin W Schoen, Xiaomei Ma, Graham A Colditz, Su-Hsin Chang, Shi-Yi Wang

Abstract read
In one paragraph

Article in Journal of clinical & experimental oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Yimeng LiDepartment of Chronic Disease Epidemiology, Yale School of Public Health, USA.
Mengmeng JiDivision of Public Health Sciences, Department of Surgery, Washington University in St. Louis, St. Louis, USA.
Mark A FialaDivision of Oncology, Washington University in St. Louis, St. Louis, USA.
Enkhjin GansukhDepartment of Chronic Disease Epidemiology, Yale School of Public Health, USA.
Natalia NeparidzeDepartment of Internal Medicine, Section of Hematology, Yale School of Medicine, USA.
Martin W SchoenDepartment of Medicine, Saint Louis University School of Medicine, St Louis, USA.
Xiaomei MaDepartment of Chronic Disease Epidemiology, Yale School of Public Health, USA.
Graham A ColditzDivision of Public Health Sciences, Department of Surgery, Washington University in St. Louis, St. Louis, USA.
Su-Hsin ChangDivision of Public Health Sciences, Department of Surgery, Washington University in St. Louis, St. Louis, USA.
Shi-Yi WangDepartment of Chronic Disease Epidemiology, Yale School of Public Health, USA.

Funding

Comparative modeling of multiple myeloma across myeloma control continuuum: prevention, treatment, and disparity reductionU01CA265735 · NCI · WASHINGTON UNIVERSITY · PI CHANG, SU-HSIN, WANG, SHIYI · 2021 to 2025
$3.2M
NCI NIH HHS U01 CA265735
6 · The paper itself

Abstract

Purpose: Many systematic reviews have examined treatment efficacy for newly diagnosed multiple myeloma (NDMM). We performed an umbrella review of these systematic reviews to provide a comprehensive examination of the current body of evidence, aiming to scope current review-level evidence and identify weaknesses in these reviews. Methods: We identified systematic reviews examining efficacy of NDMM interventions in multiple databases published from January 1, 1990 through July 10, 2023. We explored potentially concerning issues which may compromise the validity of the conclusions in these reviews. We assessed the reviews' quality, summarized the findings, and present potential evidence gaps. Results: Eighty-seven reviews on NDMM treatment were included. Only seven assessed the strength of evidence. Treatments strategies like bortezomib-based induction for transplant-eligible patients, daratumumab for transplant-ineligible patients, and lenalidomide maintenance had moderate to high evidence. No reviews evaluated chimeric antigen receptor T-cell therapy or bispecific antibodies for NDMM. We identified five concerning issues: 1) inappropriate data abstraction (N=6), 2) inappropriate meta-analytic approaches (N=5), 3) not accounting for different induction strategies when evaluating the efficacy of consolidation/maintenance therapies (N=9), 4) implicit assumption that treatment efficacy is similar between transplant eligible and ineligible patients (N=13), and 5) inappropriate study selection (including observational studies or single-arm trials for treatment efficacy evaluation, which may lead to substantial biases; N=17). Conclusion: This umbrella review provided a contemporary analysis of treatment efficacy for NDMM. We identified several weaknesses in existing reviews, indicating additional scrutiny of publishing systematic reviews in MM is warranted.

Identifiers

PMID41602219
PMCPMC12834558

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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.