Evidence map›Paper›PMID 39064078›Full record

ArticleJournal of clinical medicine2024

Enhanced Diagnostic Precision: Assessing Tumor Differentiation in Head and Neck Squamous Cell Carcinoma Using Multi-Slice Spiral CT Texture Analysis.

Lays Assolini Pinheiro de Oliveira, Diana Lorena Garcia Lopes, João Pedro Perez Gomes, Rafael Vinicius da Silveira, Daniel Vitor Aguiar Nozaki, Lana Ferreira Santos, Gabriela Castellano, Sérgio Lúcio Pereira de Castro Lopes, Andre Luiz Ferreira Costa

Abstract read
In one paragraph

Article in Journal of clinical medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Clinical prognostic prediction ofTranslational cancer research · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. AI in Medical Imaging and Image Processing.Journal of clinical medicine · 2025
    Article
  7. Article
  8. Review
  9. 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

9 authors.

Lays Assolini Pinheiro de OliveiraDepartment of Anesthesiology, Oncology and Radiology, Faculty of Medical Sciences, University of Campinas (UNICAMP), Campinas 13084-971, SP, Brazil.
Diana Lorena Garcia LopesPostgraduate Program in Dentistry, Dentomaxillofacial Radiology and Imaging Laboratory, Department of Dentistry, Cruzeiro do Sul University (UNICSUL), São Paulo 01506-000, SP, Brazil.
João Pedro Perez GomesDepartment of Stomatology, Division of Oral Radiology, School of Dentistry, University of São Paulo (USP), São Paulo 05508-000, SP, Brazil.
Rafael Vinicius da SilveiraInstitute of Physics Gleb Wataghin, Universidade Estadual de Campinas (UNICAMP), Campinas 13084-971, SP, Brazil.ORCID 0000-0003-3505-1329
Daniel Vitor Aguiar NozakiSchool of Dentistry of Paulista Association of Dentists (FAOA), São Paulo 02010-000, SP, Brazil.ORCID 0000-0002-9690-8843
Lana Ferreira SantosDepartment of Diagnosis and Surgery, São José dos Campos School of Dentistry, São Paulo State University (UNESP), São José dos Campos, São Paulo 12245-000, SP, Brazil.
Gabriela CastellanoInstitute of Physics Gleb Wataghin, Universidade Estadual de Campinas (UNICAMP), Campinas 13084-971, SP, Brazil.ORCID 0000-0002-5927-487X
Sérgio Lúcio Pereira de Castro LopesDepartment of Diagnosis and Surgery, São José dos Campos School of Dentistry, São Paulo State University (UNESP), São José dos Campos, São Paulo 12245-000, SP, Brazil.ORCID 0000-0002-0882-5862
Andre Luiz Ferreira CostaDepartment of Anesthesiology, Oncology and Radiology, Faculty of Medical Sciences, University of Campinas (UNICAMP), Campinas 13084-971, SP, Brazil.ORCID 0000-0003-4856-5417

Funding

FAPESP (São Paulo Research Foundation) 23/08428-1
6 · The paper itself

Abstract

This study explores the efficacy of texture analysis by using preoperative multi-slice spiral computed tomography (MSCT) to non-invasively determine the grade of cellular differentiation in head and neck squamous cell carcinoma (HNSCC). In a retrospective study, MSCT scans of patients with HNSCC were analyzed and classified based on its histological grade as moderately differentiated, well-differentiated, or poorly differentiated. The location of the tumor was categorized as either in the bone or in soft tissues. Segmentation of the lesion areas was conducted, followed by texture analysis. Eleven GLCM parameters across five different distances were calculated. Median values and correlations of texture parameters were examined in relation to tumor differentiation grade by using Spearman's correlation coefficient and Kruskal-Wallis and Dunn tests. Forty-six patients were included, predominantly female (87%), with a mean age of 66.7 years. Texture analysis revealed significant parameter correlations with histopathological grades of tumor differentiation. The study identified no significant age correlation with tumor differentiation, which underscores the potential of texture analysis as an age-independent biomarker. The strong correlations between texture parameters and histopathological grades support the integration of this technique into the clinical decision-making process.

Indexed as

computed tomographycomputer-assisted diagnosisoral cancerradiomicstumor

Identifiers

PMID39064078
PMCPMC11277332

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.