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ArticleBiomolecules2026

BRD3OS Dysregulation in Antiphospholipid Syndrome: Integrative Network and RNA Structural Analysis of m6A-Related Candidate Regions.

Carlos A Guzmán-Martín, Yaneli Juárez-Vicuña, Rafael Bojalil, Evelyn Aranda-Cano, Mario Peña-Peña, Yamnia Q Alvarez-Alvarez, Fengyang Huang, Javier González-Ramírez, Laura Aline Martínez-Martínez, Fausto Sánchez-Muñoz

Abstract read
In one paragraph

Article in Biomolecules, 2026. 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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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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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.

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4 · The record

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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

10 authors.

Carlos A Guzmán-MartínDoctorado en Ciencias Biológicas y de la Salud, Universidad Autónoma Metropolitana, Mexico City 04960, Mexico.ORCID 0000-0001-7365-9023
Yaneli Juárez-VicuñaDepartamento de Inmunología, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico.ORCID 0000-0002-6467-6638
Rafael BojalilDepartamento de Atención a la Salud, Universidad Autónoma Metropolitana, Mexico City 04960, Mexico.ORCID 0000-0002-5806-3675
Evelyn Aranda-CanoDepartamento de Reumatología, Hospital Central Militar, Secretaría de la Defensa Nacional, Mexico City 11200, Mexico.
Mario Peña-PeñaDepartamento de Fisiología, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico.ORCID 0000-0002-2883-0028
Yamnia Q Alvarez-AlvarezDepartamento de Fisiología, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico.
Fengyang HuangLaboratorio de Investigación en Obesidad y Asma, Hospital Infantil de México Federico Gómez, Mexico City 06720, Mexico.ORCID 0000-0002-6503-694X
Javier González-RamírezLaboratorio de Biología Molecular, Facultad de Enfermería, Universidad Autónoma de Baja California, Campus Mexicali, Mexicali 21100, Mexico.ORCID 0000-0002-7541-8773
Laura Aline Martínez-MartínezDepartamento de Reumatología, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico.ORCID 0000-0001-7439-2615
Fausto Sánchez-MuñozDepartamento de Fisiología, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City 14080, Mexico.ORCID 0000-0001-6556-1632

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antiphospholipid syndrome (APS) is an autoimmune disorder characterized by thrombotic and inflammatory manifestations whose molecular regulatory mechanisms remain incompletely understood. Long non-coding RNAs (lncRNAs) and N6-methyladenosine (m6A)-related regulation are increasingly recognized as components of immune gene regulation, but their involvement in APS remains poorly characterized. This study investigated BRD3OS (LINC00094) expression in APS and explored its molecular and predicted structural context in relation to m6A-associated regulation. An exploratory case-control study was conducted using an initial lncRNA PCR-array discovery cohort followed by targeted RT-qPCR validation in an independent cohort. Candidate prioritization incorporated multiple expression and technical features and was evaluated through sensitivity analyses. BRD3OS expression, selected m6A regulators (METTL3, METTL14, WTAP, and FTO), inflammatory mediators, and global m6A abundance in total peripheral blood mononuclear cell (PBMC) RNA were evaluated. Bioinformatic network analysis was used to contextualize BRD3OS within APS- and m6A-related molecular systems. RNAfold and RNAplfold were used to characterize the predicted structural context and accessibility of DRACH consensus motifs, with additional analyses evaluating fragment-boundary and composite-score robustness. BRD3OS was significantly downregulated in PBMCs from patients with APS in the independent validation cohort. METTL3, METTL14, and WTAP expression was also reduced, whereas global m6A levels in total PBMC RNA were increased. These observations indicate concurrent alterations in BRD3OS expression and the broader m6A-related molecular environment but do not establish transcript-specific methylation of BRD3OS. Bioinformatic network analysis placed BRD3OS within predicted RNA-centered regulatory relationships relevant to APS. DRACH motifs exhibited heterogeneous predicted structural accessibility, with unpaired structural environments showing greater RNAplfold-derived accessibility than paired regions. Quantitative accessibility estimates were highly concordant across overlapping transcript fragments, although sensitivity analyses indicated that the identity of individual highest-ranked candidates depended on the weighting scheme. BRD3OS downregulation represents a reproducible molecular finding in APS. Concurrent alterations in global m6A abundance and selected m6A regulators suggest broader epitranscriptomic dysregulation; however, these measurements cannot establish m6A modification of BRD3OS or a causal relationship between these observations. Structural and network analyses therefore provide a hypothesis-generating framework for prioritizing candidate regions and interactions for future transcript-specific methylation mapping and functional validation.

Indexed as

AdenosineAntiphospholipid SyndromeRNA, Long NoncodingAdultCase-Control StudiesEpitranscriptomeFemaleGene Expression RegulationHumansLeukocytes, MononuclearMaleMethyltransferasesMiddle AgedRNA MethylationAdenosineMethyltransferasesN-methyladenosineRNA, Long Noncodingantiphospholipid syndromeBRD3OSDRACH motifsepitranscriptomicsLINC00094long non-coding RNAm6Aperipheral blood mononuclear cellsRNA accessibilityRNA structure

Identifiers

PMID42793095
PMCPMC13604529

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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.