Elucidating immunological characteristics of the adenoma-carcinoma sequence in colorectal cancer patients in South Korea using a bioinformatics approach

  • Jaeseung Song
  • , Daeun Kim
  • , Junghyun Jung
  • , Eunyoung Choi
  • , Yubin Lee
  • , Yeonbin Jeong
  • , Byungjo Lee
  • , Sora Lee
  • , Yujeong Shim
  • , Youngtae Won
  • , Hyeki Cho
  • , Dong Kee Jang
  • , Hyoun Woo Kang
  • , Jong Wha J. Joo
  • , Wonhee Jang

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Colorectal cancer (CRC) is one of the top five most common and life-threatening malignancies worldwide. Most CRC develops from advanced colorectal adenoma (ACA), a precancerous stage, through the adenoma-carcinoma sequence. However, its underlying mechanisms, including how the tumor microenvironment changes, remain elusive. Therefore, we conducted an integrative analysis comparing RNA-seq data collected from 40 ACA patients who visited Dongguk University Ilsan Hospital with normal adjacent colons and tumor samples from 18 CRC patients collected from a public database. Differential expression analysis identified 21 and 79 sequentially up- or down-regulated genes across the continuum, respectively. The functional centrality of the continuum genes was assessed through network analysis, identifying 11 up- and 13 down-regulated hub-genes. Subsequently, we validated the prognostic effects of hub-genes using the Kaplan–Meier survival analysis. To estimate the immunological transition of the adenoma-carcinoma sequence, single-cell deconvolution and immune repertoire analyses were conducted. Significant composition changes for innate immunity cells and decreased plasma B-cells with immunoglobulin diversity were observed, along with distinctive immunoglobulin recombination patterns. Taken together, we believe our findings suggest underlying transcriptional and immunological changes during the adenoma-carcinoma sequence, contributing to the further development of pre-diagnostic markers for CRC.

Original languageEnglish
Article number10105
JournalScientific Reports
Volume14
Issue number1
DOIs
StatePublished - Dec 2024

Keywords

  • Adenoma-carcinoma sequence
  • Advanced colorectal adenoma
  • Colorectal cancer
  • Immune repertoire

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