TY - JOUR
T1 - Cell-free circulating tumor RNAs in plasma as the potential prognostic biomarkers in colorectal cancer
AU - Jin, Nana
AU - Kan, Chau Ming
AU - Pei, Xiao Meng
AU - Cheung, Wing Lam
AU - Ng, Simon Siu Man
AU - Wong, Heong Ting
AU - Cheng, Hennie Yuk Lin
AU - Leung, Wing Wa
AU - Wong, Yee Ni
AU - Tsang, Hin Fung
AU - Chan, Amanda Kit Ching
AU - Wong, Yin Kwan Evelyn
AU - Cho, William Chi Shing
AU - Chan, John Kwok Cheung
AU - Tai, William Chi Shing
AU - Chan, Ting Fung
AU - Wong, Sze Chuen Cesar
AU - Yim, Aldrin Kay Yuen
AU - Yu, Allen Chi Shing
N1 - Funding Information:
This work was supported by the Lim Peng Suan Charitable Trust Research Grant (grant number ZH5G), Research Grants Council HK and HK Innovation and Technology Fund University-Industry Collaborative Programme (grants number UIM/354 and RGCQ71P).
Publisher Copyright:
Copyright © 2023 Jin, Kan, Pei, Cheung, Ng, Wong, Cheng, Leung, Wong, Tsang, Chan, Wong, Cho, Chan, Tai, Chan, Wong, Yim and Yu.
PY - 2023/4/5
Y1 - 2023/4/5
N2 - Background: Cell free RNA (cfRNA) contains transcript fragments from multiple cell types, making it useful for cancer detection in clinical settings. However, the pathophysiological origins of cfRNAs in plasma from colorectal cancer (CRC) patients remain unclear. Methods: To identify the tissue-specific contributions of cfRNAs transcriptomic profile, we used a published single-cell transcriptomics profile to deconvolute cell type abundance among paired plasma samples from CRC patients who underwent tumor-ablative surgery. We further validated the differentially expressed cfRNAs in 5 pairs of CRC tumor samples and adjacent tissue samples as well as 3 additional CRC tumor samples using RNA-sequencing. Results: The transcriptomic component from intestinal secretory cells was significantly decreased in the in-house post-surgical cfRNA. The HPGD, PACS1, and TDP2 expression was consistent across cfRNA and tissue samples. Using the Cancer Genome Atlas (TCGA) CRC datasets, we were able to classify the patients into two groups with significantly different survival outcomes. Conclusions: The three-gene signature holds promise in applying minimal residual disease (MRD) testing, which involves profiling remnants of cancer cells after or during treatment. Biomarkers identified in the present study need to be validated in a larger cohort of samples in order to ascertain their possible use in early diagnosis of CRC.
AB - Background: Cell free RNA (cfRNA) contains transcript fragments from multiple cell types, making it useful for cancer detection in clinical settings. However, the pathophysiological origins of cfRNAs in plasma from colorectal cancer (CRC) patients remain unclear. Methods: To identify the tissue-specific contributions of cfRNAs transcriptomic profile, we used a published single-cell transcriptomics profile to deconvolute cell type abundance among paired plasma samples from CRC patients who underwent tumor-ablative surgery. We further validated the differentially expressed cfRNAs in 5 pairs of CRC tumor samples and adjacent tissue samples as well as 3 additional CRC tumor samples using RNA-sequencing. Results: The transcriptomic component from intestinal secretory cells was significantly decreased in the in-house post-surgical cfRNA. The HPGD, PACS1, and TDP2 expression was consistent across cfRNA and tissue samples. Using the Cancer Genome Atlas (TCGA) CRC datasets, we were able to classify the patients into two groups with significantly different survival outcomes. Conclusions: The three-gene signature holds promise in applying minimal residual disease (MRD) testing, which involves profiling remnants of cancer cells after or during treatment. Biomarkers identified in the present study need to be validated in a larger cohort of samples in order to ascertain their possible use in early diagnosis of CRC.
KW - cell-free circulating tumor RNAs
KW - colorectal (colon) cancer
KW - CRC prognostic biomarkers
KW - RNA sequencing (RNA-seq)
KW - transcriptome (RNA-seq)
UR - http://www.scopus.com/inward/record.url?scp=85153520338&partnerID=8YFLogxK
U2 - 10.3389/fonc.2023.1134445
DO - 10.3389/fonc.2023.1134445
M3 - Journal article
AN - SCOPUS:85153520338
SN - 2234-943X
VL - 13
JO - Frontiers in Oncology
JF - Frontiers in Oncology
M1 - 1134445
ER -