Evidence map›Paper›PMID 36232369›Full record

ArticleInternational journal of molecular sciences2022

Analysis of Tumor-Infiltrating T-Cell Transcriptomes Reveal a Unique Genetic Signature across Different Types of Cancer.

Mabel Vidal, Marco Fraga, Faryd Llerena, Agustín Vera, Mauricio Hernández, Elard Koch, Felipe Reyes-López, Eva Vallejos-Vidal, Guillermo Cabrera-Vives, Estefanía Nova-Lamperti

Open access · goldAbstract read
In one paragraph

Article in International journal of molecular sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.6field-weighted citation impact, top 30% of its field
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

5 citing papers in PubMed, 7 citations in OpenAlex.

  1. Vitamin D supports activated CD4Frontiers in immunology · 2026
    Article
  2. Article
  3. Article
  4. Review
  5. Article
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

10 authors at 3 institutions in 1 country.

Mabel VidalDepartment of Computer Science, Universidad de Concepción, Concepción 4070409, Chile.ORCID 0000-0002-0800-1353
Marco FragaMolecular and Translational Immunology Laboratory, Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Universidad de Concepción, Concepción 4070386, Chile.
Faryd LlerenaMolecular and Translational Immunology Laboratory, Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Universidad de Concepción, Concepción 4070386, Chile.
Agustín VeraMolecular and Translational Immunology Laboratory, Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Universidad de Concepción, Concepción 4070386, Chile.
Mauricio HernándezDivision of Biotechnology, MELISA Institute, Concepción 4133515, Chile.ORCID 0000-0002-2277-0132
Elard KochDivision of Biotechnology, MELISA Institute, Concepción 4133515, Chile.ORCID 0000-0002-1244-3007
Felipe Reyes-LópezCentro de Biotecnologia Acuicola, Departamento de Biologia, Facultad de Quimica y Biologia, Universidad de Santiago de Chile, Santiago 9170022, Chile.ORCID 0000-0002-5001-457X
Eva Vallejos-VidalNúcleo de Investigación Aplicada en Ciencias Veterinarias y Agronómicas, Facultad de Medicina Veterinaria y Agronomía, Universidad de Las Américas, Santiago 7500975, Chile.
Guillermo Cabrera-VivesDepartment of Computer Science, Universidad de Concepción, Concepción 4070409, Chile.ORCID 0000-0002-2720-7218
Estefanía Nova-LampertiMolecular and Translational Immunology Laboratory, Department of Clinical Biochemistry and Immunology, Faculty of Pharmacy, Universidad de Concepción, Concepción 4070386, Chile.ORCID 0000-0002-7673-0013
University of Concepción · CLUniversidad de Santiago de Chile · CLUniversity of the Americas · CL

Funding

Agencia Nacional de Investigación y Desarrollo 11191130Agencia Nacional de Investigación y Desarrollo 1211480Agencia Nacional de Investigación y Desarrollo 1211841Agencia Nacional de Investigación y Desarrollo 2020-21201560DYCIT-USACH 547 Postdoctoral fellowship 022043IB
6 · The paper itself

Abstract

CD8+ and CD4+ T-cells play a key role in cellular immune responses against cancer by cytotoxic responses and effector lineages differentiation, respectively. These subsets have been found in different types of cancer; however, it is unclear whether tumor-infiltrating T-cell subsets exhibit similar transcriptome profiling across different types of cancer in comparison with healthy tissue-resident T-cells. Thus, we analyzed the single cell transcriptome of five tumor-infiltrating CD4-T, CD8-T and Treg cells obtained from different types of cancer to identify specific pathways for each subset in malignant environments. An in silico analysis was performed from single-cell RNA-sequencing data available in public repositories (Gene Expression Omnibus) including breast cancer, melanoma, colorectal cancer, lung cancer and head and neck cancer. After dimensionality reduction, clustering and selection of the different subpopulations from malignant and nonmalignant datasets, common genes across different types of cancer were identified and compared to nonmalignant genes for each T-cell subset to identify specific pathways. Exclusive pathways in CD4+ cells, CD8+ cells and Tregs, and common pathways for the tumor-infiltrating T-cell subsets were identified. Finally, the identified pathways were compared with RNAseq and proteomic data obtained from T-cell subsets cultured under malignant environments and we observed that cytokine signaling, especially Th2-type cytokine, was the top overrepresented pathway in Tregs from malignant samples.

Indexed as

MelanomaTranscriptomeCD8-Positive T-LymphocytesCytokinesHumansLymphocytes, Tumor-InfiltratingProteomicsRNATumor MicroenvironmentCytokinesRNAcancerimmunopathologymetabolic pathwayssingle-cell RNA-seqT-cellviral pathways

Identifiers

PMID36232369
PMCPMC9569723
OpenAlexW4296624021

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.