Assessment of the targeted effect of Sijunzi decoction on the colorectal cancer microenvironment via the ESTIMATE algorithm

PLoS One. 2022 Mar 18;17(3):e0264720. doi: 10.1371/journal.pone.0264720. eCollection 2022.

Abstract

Objective: Sijunzi decoction (SJZD) was used to treat patients with colorectal cancer (CRC) as an adjuvant method. The aim of the study was to investigate the therapeutic targets and pathways of SJZD towards the tumor microenvironment of CRC via network pharmacology and the ESTIMATE algorithm.

Methods: The ESTIMATE algorithm was used to calculate immune and stromal scores to predict the level of infiltrating immune and stromal cells. The active targets of SJZD were searched in the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP) and UniProt database. The core targets were obtained by matching the differentially expressed genes in CRC tissues and the targets of SJZD. Then, GO, KEGG and validation in TCGA were carried out.

Results: According to the ESTIMATE algorithm and survival analysis, the median survival time of the low stromal score group was significantly higher than that of the high stromal score group (P = 0.018), while the patients showed no significant difference of OS between different immune groups (P = 0.19). A total of 929 genes were upregulated and 115 genes were downregulated between the stromal score groups (|logFC| > 2, adjusted P < 0.05); 357 genes were upregulated and 472 genes were downregulated between the immune score groups. The component-target network included 139 active components and 52 related targets. The core targets were HSPB1, SPP1, IGFBP3, and TGFB1, which were significantly associated with poor prognosis in TCGA validation. GO terms included the response to hypoxia, the extracellular space, protein binding and the TNF signaling pathway. Immunoreaction was the main enriched pathway identified by KEGG analysis.

Conclusion: The core genes (HSPB1, SPP1, IGFBP3 and TGFB1) affected CRC development and prognosis by regulating hypoxia, protein binding and epithelial-mesenchymal transition in the extracellular matrix.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Colorectal Neoplasms* / drug therapy
  • Colorectal Neoplasms* / genetics
  • Drugs, Chinese Herbal* / pharmacology
  • Drugs, Chinese Herbal* / therapeutic use
  • Humans
  • Hypoxia / drug therapy
  • Tumor Microenvironment / genetics

Substances

  • Drugs, Chinese Herbal
  • Sijunzi decoction

Grants and funding

This study was funded by the National Natural Science Foundation of China (81774451), the Science Program for Overseas Scholars (Xinhuo plan) of Guangzhou University of Chinese Medicine (XH20190102), 2020 National Innovation and Entrepreneurship Program for Chinese College Students (202010572017), Guangzhou University of Chinese Medicine College Student Innovation and Entrepreneurship Project (202010572201), and Guangzhou Science and technology project (201707010319). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.