Evidence map›Paper›PMID 41836111›Full record

ReviewInternational journal of general medicine2026

The Age of Molecular Biomarkers: Cancer in the Era of Personalized Medicine. What Do Pathologists in Developing Countries Need to Know and Understand?

Zubair Ahmad, Shabina Rahim, Maha Zubair, Jamshid Abdul-Ghafar

Abstract readReview
In one paragraph

Review in International journal of general medicine, 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. 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

4 authors.

Zubair AhmadDepartment of Pathology, Sultan Qaboos Comprehensive Cancer Care and Research Centre, Muscat, Oman.
Shabina RahimPathology Department, Royal Medical Services, Military Hospital, Manama, Bahrain.
Maha ZubairDepartment of Internal Medicine, LSU Health Shreveport, Shreveport, LA, USA.
Jamshid Abdul-GhafarDepartment of Pathology and Clinical Laboratory, French Medical Institute for Mothers and Children (FMIC), Kabul, Afghanistan.ORCID 0000-0002-6575-8870

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The complexity of cancer care is continuously increasing in the era of personalized medicine and there is a paradigm shift in the diagnosis and management of cancer. This is the era of precision oncology whose main objective is to identify cancer patients who are candidates for specific targeted therapies. This advanced approach to cancer care formulates treatment strategies for cancer patients based on the specific molecular characteristics of a malignant tumor which are identified through advanced molecular testing. This is the age of advanced prognostic and predictive biomarkers. Targeted therapies represent a groundbreaking shift in cancer therapy and are the cornerstone of precision oncology. Termed "tumor agnostic therapy", these drugs can treat different cancer types across multiple organs which demonstrate the same molecular alterations. A targeted drug in a specific cancer may be effective in another non-related cancer if the same genomic alteration is present. Pathologists need to appreciate these radical and exciting changes and adapt their practices as they will be required to be collaborative clinicians in the new era with a role in diagnosis, prognostication, and treatment of cancer. Pathologists need to become familiar with the ever-expanding number of new biomarkers and their crucial role in cancer care. They need to understand and adapt to new technologies such as Next Generation Sequencing and Comprehensive Genomic Profiling, liquid biopsies, DNA and transcriptome studies etc. They also need to familiarize themselves with tumor agnostic therapies, and concepts such as tumor heterogeneity and resistance to therapy. They can no longer be just morphologists but assume a central role in cancer care. Pathologists in developing countries and resource limited settings who may not currently have access to advanced molecular techniques need to be aware of and understand these fundamental shifts in cancer care and especially their role in the new era. The major changes in cancer care in the era of personalized medicine are discussed in this review mainly for the benefit of pathologists working in LMICs.

Indexed as

cancerdeveloping countriespathologists

Identifiers

PMID41836111
PMCPMC12988755

What OpenQuestion holds

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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.