Tumor-Infiltrating B- and T-Cell Repertoire in Pancreatic Cancer Associated With Host and Tumor Features
Male
0301 basic medicine
T-Lymphocytes
pancreatic cancer
immunoglobulins
2404.01 Bioestadística
Risk Factors
Receptors
Databases, Genetic
Tumor Microenvironment
2.1 Biological and endogenous factors
Compositional analysis
Lymphocytes
RNA-Seq
Aetiology
Cancer
B-Lymphocytes
Smoking
Bioinformática
Middle Aged
Prognosis
3. Good health
compositional analysis
Phenotype
Tumor microenvironment
Pancreatic Ductal
Medical Microbiology
Antigen
B-cell repertoire
T-cell repertoire
Female
Carcinoma, Pancreatic Ductal
612.017
Adult
2412 Inmunología
Oncology and Carcinogenesis
Immunology
Inmunología
Receptors, Antigen, T-Cell
610
Immunoglobulins
Pancreatic Cancer
Databases
Tumor infiltration
03 medical and health sciences
Rare Diseases
Lymphocytes, Tumor-Infiltrating
Sex Factors
Genetic
Genetics
tumor microenvironment
Humans
Tumor-Infiltrating
Aged
519.2:57
Biomedical and Clinical Sciences
Gene Expression Profiling
Carcinoma
Pancreatic cancer
RC581-607
T-Cell
Pancreatic Neoplasms
Good Health and Well Being
Biochemistry and cell biology
tumor infiltration
Immunologic diseases. Allergy
Digestive Diseases
Transcriptome
DOI:
10.3389/fimmu.2021.730746
Publication Date:
2021-09-23T07:25:56Z
AUTHORS (7)
ABSTRACT
BackgroundInfiltrating B and T cells have been observed in several tumor tissues, including pancreatic ductal adenocarcinoma (PDAC). The majority known PDAC risk factors point to a chronic inflammatory process leading to different forms of immunological infiltration. Understanding pancreatic tumor infiltration may lead to improved knowledge of this devastating disease.MethodsWe extracted the immunoglobulins (IGs) and T cell receptors (TCRs) from RNA-sequencing of 144 PDAC from TCGA and 180 pancreatic normal tissue from GTEx. We used Shannon entropy to find differences in IG/TCR diversity. We performed a clonotype analysis considering the IG clone definition (same V and J segments, same CDR3 length, and 90% nucleotide identity between CDR3s) to study differences among the tumor samples. Finally, we performed an association analysis to find host and tumor factors associated with the IG/TCR.ResultsPDAC presented a richer and more diverse IG and TCR infiltration than normal pancreatic tissue. A higher IG infiltration was present in heavy smokers and females and it was associated with better overall survival. In addition, specific IG clonotypes classified samples with better prognosis explaining 24% of the prognosis phenotypic variance. On the other hand, a larger TCR infiltration was present in patients with previous history of diabetes and was associated with lower nonantigen load.ConclusionsOur findings support PDAC subtyping according to its immune repertoire landscape with a potential impact on the understanding of the inflammatory basis of PDAC risk factors as well as the design of treatment options and prognosis monitoring.
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CITATIONS (20)
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