Evidence map›Paper›PMID 41303721›Full record

ArticleInternational journal of molecular sciences2025

Drug Repositioning for HPV Clade-Specific Cervicouterine Cancer Using the OCTAD Pipeline.

Joel Ruiz-Hernández, Guillermo de Anda-Jáuregui, Enrique Hernández-Lemus

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

3 authors.

Joel Ruiz-HernándezDivisión de Genómica Computacional, Instituto Nacional de Medicina Genómica, Mexico City 14610, Mexico.
Guillermo de Anda-JáureguiDivisión de Genómica Computacional, Instituto Nacional de Medicina Genómica, Mexico City 14610, Mexico.ORCID 0000-0002-7749-0365
Enrique Hernández-LemusDivisión de Genómica Computacional, Instituto Nacional de Medicina Genómica, Mexico City 14610, Mexico.ORCID 0000-0002-1872-1397

Funding

SECIHTI (Formerly Conacyt) 1100839
6 · The paper itself

Abstract

Cervical cancer remains a major global burden largely caused by persistent infection with high risk human papillomavirus (HPV). Biological differences between HPV clade A7 and HPV clade A9 may influence tumor programs and clinical outcomes. To propose pharmacological candidates for repositioning, we applied an expression-based drug repurposing approach using the OCTAD (Open Cancer Therapeutic Discovery) framework. Disease transcriptional signatures were constructed for both HPV clades and compared with drug perturbation profiles to identify compounds showing inverse associations with the tumor related expression patterns, restricting the analysis to Food and Drug Administration (FDA) approved agents. The screening identified 41 and 52 candidates for HPV clade A7 and HPV clade A9, respectively, and stronger transcriptomic reversal was associated with higher drug sensitivity in relevant cell lines. These candidates were enriched for pharmacologic classes such as histone deacetylase inhibitors, estrogen pathway modulators, and statins. Additional enriched categories also emerged, including antimetabolites, protein kinase inhibitors, proteasome inhibitors, antimalarials, and antimicrobial agents, several of which already show experimental activity in cervical cancer models. These findings reveal both shared and clade-associated vulnerabilities in HPV-driven cervical cancer and demonstrate the utility of expression-based repurposing for generating actionable hypotheses. The resulting drug lists provide a concise, biologically grounded resource to guide preclinical validation and rational exploration in cervical cancer HPV positive models.

Indexed as

Antineoplastic AgentsDrug RepositioningPapillomaviridaePapillomavirus InfectionsUterine Cervical NeoplasmsCell Line, TumorFemaleHumansTranscriptomeAntineoplastic Agentscervical cancerdrug repurposingHPV cladeshuman papillomavirusOCTAD frameworkprecision oncologysystems biologytranscriptomic signatures

Identifiers

PMID41303721
PMCPMC12653604

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.