Evidence map›Paper›PMID 39306723›Full record

ArticleCancer2025

Using context-specific evidence to inform resource-stratified cancer guidelines: A call for a new approach.

Geoffrey C Buckle, Rebecca DeBoer, Mary Jue Xu, Alita Mrema, Fidel Rubagumya, Jennifer Velloza, Ayo S Falade, Katherine Van Loon

Abstract read
In one paragraph

Article in Cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

8 authors.

Geoffrey C BuckleDivision of Hematology/Oncology, Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA.ORCID https://orcid.org/0000-0001-7721-0397
Rebecca DeBoerDivision of Hematology/Oncology, Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA.
Mary Jue XuGlobal Cancer Program, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California, USA.
Alita MremaOcean Road Cancer Institute, Dar es Salaam, Tanzania.
Fidel RubagumyaRwanda Military Hospital, Kigali, Rwanda.ORCID https://orcid.org/0000-0002-8129-5714
Jennifer VellozaDepartment of Epidemiology and Biostatistics, UCSF, San Francisco, California, USA.
Ayo S FaladeMass General Brigham Hospital Salem, Salem, Massachusetts, USA.ORCID https://orcid.org/0000-0001-9201-6998
Katherine Van LoonDivision of Hematology/Oncology, Department of Medicine, University of California San Francisco (UCSF), San Francisco, California, USA.

Funding

Cancer Research Training Program in Tanzania (CRTP-TZ)D43TW011598 · FIC · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI ELIA JOHN MMBAGA, KATHERINE VAN LOON · 2020 to 2026
$1.8M
Adaptation and optimization of the Friendship Bench mental health intervention for adolescent girls and young women in South African PrEP delivery settingsR00MH123369 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI VELLOZA, JENNIFER · 2022 to 2024
$858k
FIC NIH HHS D43 TW011598NIMH NIH HHS R00 MH123369
6 · The paper itself

Abstract

Clinical practice guidelines are widely used in oncology to guide clinical decision making and inform health policy and planning. In recent years, the National Comprehensive Cancer Network and the American Society of Clinical Oncology, as well as other international groups, have developed resource-stratified guidelines to guide clinicians and policymakers on cancer diagnosis and management in settings with various levels of resource constraints. Current methods for developing resource-stratified guidelines rely heavily on supporting evidence originating from high-income countries. In this commentary, the authors discuss limitations of the existing methods to develop resource-stratified guidelines and offer perspective on ways to strengthen the guidelines and their evidence base. Pulling from conceptual frameworks in the health policy domain, the authors outline a more inclusive approach to evidence synthesis that seeks to integrate the growing volume of cancer research emerging from low- and middle-income countries. The authors also introduce a revised evidence framework that provides transparency into the generalizability of evidence within the guidelines. These changes have the potential to enhance resource-stratified guidelines and bring us one step closer to the goal of evidence-based guidelines that are appropriate for diverse settings and unique patient populations across the world.

Indexed as

Evidence-Based MedicineNeoplasmsPractice Guidelines as TopicDeveloping CountriesHealth PolicyHealth ResourcesHumansMedical Oncologycontext‐specific evidenceevidence translationglobal oncologyhealth policyresource‐stratified guidelines

Identifiers

PMID39306723
PMCPMC11694159

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.