Evidence mapPaperPMID 41869608Full record

ArticleFrontiers in public health2026

The critical need to implement pharmacogenomics in public health services: Mexico in the global picture.

Carlos Perezcano

Abstract read
In one paragraph

Article in Frontiers in public health, 2026. 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

1 author.

Carlos PerezcanoCenter for Research in Precision Medicine and Clinical Genomics, Genomics 360, Mexico City, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Adverse drug reactions (ADRs) are responsible for a significant proportion of hospitalizations globally, and represent a significant, yet partially preventable, burden on public health systems, particularly in resource-limited and low- and middle-income countries (LMICs), where chronic diseases and polypharmacy are highly prevalent. Pharmacogenomics (PGx), through targeted gene panels on drug-gene interactions, has shown potential to reduce ADRs, and improve prescription safety in health systems. The central hypothesis of this article is that the gradual implementation of panel-based pharmacogenomics within public health services in LMICs is possible, ethically justifiable, and potentially cost-effective, when adapted within regulatory, epidemiological, and infrastructural conditions in each region. Using Mexico as a representative case study within the global context, this manuscript synthesizes the international implementation experience and proposes a conceptual and operational framework for the gradual integration of PGx in Public Health Institutions. Estimated hypothetical projections of the clinical and economic potential impact discussed in this article-such as the potential reduction in preventable ADR-related hospitalizations and associated costs-are illustrative and inferential, based on international evidence, and not as empirically demonstrated results within the Mexican health system. The proposed model puts emphasis on scalability, regulatory framework, ethical oversight, and equity-oriented implementation as its core principles. Through the development of a hypothetical policy-relevant model, this article seeks to serve as a basis for the implementation of future pilot programs, empirical evaluations and evidence-based decisions regarding the integration of pharmacogenomics into public health services in Mexico and in similar regions of resource-limited LMICS.

Indexed as

Drug-Related Side Effects and Adverse ReactionsPharmacogeneticsPublic HealthDeveloping CountriesHumansMexicoadverse drug reactionsevidence-based policygenomicshealth equitypharmacogenomicsprecision medicinepublic health policy

Identifiers

PMID41869608
PMCPMC12999938

What Socratic 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 Socratic graph.