Evidence map›Paper›PMID 42416487›Full record

ArticleFrontiers in molecular biosciences2026

A bioinformatics pipeline for identifying clinically relevant immune and adhesion biomarkers in thyroid risk stratification.

Larissa Teodoro Rabi, Karina Colombera Peres, Elisangela De Souza Teixeira, Alfio José Tincani, Natassia Elena Bufalo, Laura Sterian Ward

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in molecular biosciences, 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

6 authors.

Larissa Teodoro RabiLaboratory of Cancer Molecular Genetics, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil.
Karina Colombera PeresLaboratory of Cancer Molecular Genetics, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil.
Elisangela De Souza TeixeiraLaboratory of Cancer Molecular Genetics, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil.
Alfio José TincaniDepartment of Surgery, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil.
Natassia Elena BufaloLaboratory of Cancer Molecular Genetics, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil.
Laura Sterian WardLaboratory of Cancer Molecular Genetics, Faculty of Medical Sciences, State University of Campinas (UNICAMP), Campinas, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The substantial biological heterogeneity of thyroid cancer, particularly within follicular-patterned lesions, underscores the need for improved molecular tools for risk stratification. Genetic variability in the pathways regulating cell adhesion, immune interactions, and extracellular matrix remodeling may influence tumor behavior and the complexity of diagnosis. In this study, we conducted integrated

Indexed as

bioinformaticscell adhesion moleculesfollicular thyroid lesionsin silico analysismolecular biomarkerssingle nucleotide polymorphismsthyroid cancer

Identifiers

PMID42416487
PMCPMC13337396

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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.