Evidence map›Paper›PMID 41942812›Full record

ArticleJournal of cancer education : the official journal of the American Association for Cancer Education2026

Cancer Science Education is Advancing, but Not Everywhere.

Howard Lopes Ribeiro-Jr

Abstract read
PubMed Publisher
In one paragraph

Article in Journal of cancer education : the official journal of the American Association for Cancer Education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Oral Cancer Education Gaps in Dental Practice.Journal of cancer education : the official journal of the American Association for Cancer Education · 2026
    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

1 author.

Howard Lopes Ribeiro-JrCenter for Research and Drug Development (NPDM), Federal University of Ceará, Fortaleza, Ceará, Brazil. howard@ufc.br.ORCID http://orcid.org/0000-0003-2431-4779

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Over recent decades, advances in molecular biology, genomics, and bioinformatics have substantially transformed the scientific understanding of cancer and reshaped clinical oncology. Technologies such as next-generation sequencing, molecular profiling, and biomarker identification have enabled more precise tumor classification and personalized therapeutic strategies, contributing to the consolidation of precision oncology. However, these advances are not equally accessible worldwide. While high-income countries increasingly incorporate molecular diagnostics and targeted therapies into routine clinical practice, many low- and middle-income countries still struggle to provide even basic oncological services. The objective of this reflection is to discuss the growing disparity in access to cancer knowledge, diagnostic technologies, and scientific participation between high-income and resource-limited settings. In many regions, essential tools such as immunohistochemistry, advanced imaging, and molecular testing remain limited or unavailable, leading to delayed diagnoses, empirically guided treatments, and poorer outcomes. These disparities also influence global scientific production, as most cancer research originates from well-resourced institutions, while populations with the highest burden of disease remain underrepresented in clinical trials and molecular studies. Addressing this imbalance requires global investment in diagnostic infrastructure, training of healthcare professionals, and equitable international research collaborations. Expanding access to cancer knowledge and technologies is essential to ensure that advances in oncology translate into meaningful improvements in outcomes for patients worldwide.

Indexed as

Cancer care accessCancer educationGlobal oncologyHealth disparitiesLow- and middle-income countriesPrecision oncology

Identifiers

What OpenQuestion holds

Textmetadata
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.