Chenhao Bai
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Chenhao Bai has a total of 25 co-authors. Here are the top co-authors by number of shared publications:
- Qian Cao
Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine
3 shared publications - Lingya Yao
Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China
2 shared publications - Chaohui Wang
Department of Gastroenterology, Taizhou Central Hospital, Taizhou, China
1 shared publication - Huijuan Wang
Department of Surgical Oncology, Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China
1 shared publication - Kainan Lin
Department of General Surgery, Sir Run-Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou 310016, China
1 shared publication - Kaituo Huang
Department of Gastroenterology, Sir Run Run Shaw Hospital, College of Medicine Zhejiang University, Hangzhou, China
1 shared publication
Latest Publications
- Open Access
- 2 December 2025
- Published by MDPI AG in Biomedicines
- Vol. 13 (12) , 2966
An Immune Gene Signature Stratifies Breast Cancer Prognosis Through iCAF-Driven Immunosuppressive Microenvironment
Background/Objectives: Breast cancer is the leading cause of cancer-related mortality in women, highlighting the urgent need for robust prognostic tools to enable individualized risk stratification. Methods: Transcriptomic data from 1075 breast cancer and 113 adjacent normal tissues in The Cancer Genome Atlas (TCGA) were integrated with clinical information. Differential expression analysis identified 531 immune-related genes, which were further selected by univariate Cox regression and Least Absolute Shrinkage and Selection Operator (LASSO) regression to construct a 13-gene prognostic signature. The model was validated in an independent cohort (n = 327). Tumor immune microenvironment and single-cell RNA sequencing data were analyzed to explore underlying biological differences. Results: The 13-gene signature effectively stratified patients into low- and high-risk groups with significantly different overall survival in both the TCGA cohort (log-rank p < 0.0001; C-index = 0.678; 5-year AUC = 0.72) and the validation cohort (log-rank p < 0.0001; C-index = 0.703; 3-year AUC = 0.81). Low-risk tumors exhibited an antitumor immune microenvironment enriched in CD8+ T cells, T follicular helper (Tfh) cells, and M1 macrophages, whereas high-risk tumors were dominated by immunosuppressive regulatory T cells and M2 macrophages (all p < 0.0001). Single-cell analysis revealed expansion of malignant epithelial cells and inflammatory cancer-associated fibroblasts (iCAFs) in high-risk tumors, with higher iCAF scores significantly associated with poorer survival (log-rank p = 0.00036). Conclusions: Collectively, this study delivers a rigorously validated 13-gene immune signature whose prognostic utility is rooted in distinct immune microenvironmental features, while unveiling iCAF-targeted therapeutic strategies as a promising intervention avenue.
- 2 December 2025
- Published by MDPI AG in Biomedicines
- Vol. 13 (12) , 2966
Open AccessAn Immune Gene Signature Stratifies Breast Cancer Prognosis Through iCAF-Driven Immunosuppressive Microenvironment
Background/Objectives: Breast cancer is the leading cause of cancer-related mortality in women, highlighting the urgent need for robust prognostic tools to enable individualized risk stratification. Methods: Transcriptomic data from 1075 breast cancer and 113 adjacent normal tissues in The Cancer Genome Atlas (TCGA) were integrated with clinical information. Differential expression analysis identified 531 immune-related genes, which were further selected by univariate Cox regression and Least Absolute Shrinkage and Selection Operator (LASSO) regression to construct a 13-gene prognostic signature. The model was validated in an independent cohort (n = 327). Tumor immune microenvironment and single-cell RNA sequencing data were analyzed to explore underlying biological differences. Results: The 13-gene signature effectively stratified patients into low- and high-risk groups with significantly different overall survival in both the TCGA cohort (log-rank p < 0.0001; C-index = 0.678; 5-year AUC = 0.72) and the validation cohort (log-rank p < 0.0001; C-index = 0.703; 3-year AUC = 0.81). Low-risk tumors exhibited an antitumor immune microenvironment enriched in CD8+ T cells, T follicular helper (Tfh) cells, and M1 macrophages, whereas high-risk tumors were dominated by immunosuppressive regulatory T cells and M2 macrophages (all p < 0.0001). Single-cell analysis revealed expansion of malignant epithelial cells and inflammatory cancer-associated fibroblasts (iCAFs) in high-risk tumors, with higher iCAF scores significantly associated with poorer survival (log-rank p = 0.00036). Conclusions: Collectively, this study delivers a rigorously validated 13-gene immune signature whose prognostic utility is rooted in distinct immune microenvironmental features, while unveiling iCAF-targeted therapeutic strategies as a promising intervention avenue.
- Open Access
- 8 November 2025
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 14 (22) , 7919
Development and Validation of a Clinical Decision Support Tool to Predict Disease Progression in Crohn’s Disease Treated with Ustekinumab
Background/Objectives: Ustekinumab (UST) is an effective and safe drug for treating Crohn’s disease (CD), but data on disease progression after UST treatment is limited. This study aimed to develop a clinical decision support tool (CDST) to identify Chinese patients with CD less likely to experience disease progression during UST treatment. Methods: A multicenter, retrospective observational study was conducted among Chinese patients with CD who started UST treatment between 1 May 2020 and 20 October 2022. Baseline characteristics, defined as the measurements taken closest to, and prior to, the first dose of UST, were collected. Disease progression, defined as CD-related surgery, hospitalization, and complications, was evaluated by week 52 (±4 weeks). Predictors were identified using logistic regression, and a UST-specific CDST (UST-CDST) was developed. The UST-CDST was then internally and externally validated using the area under the receiver operating characteristic curve (AUC). Results: Among 602 enrolled patients, 533 were included in the analysis. Four factors were suggestively associated with disease progression: prior biologics usage, baseline disease severity, baseline C-reactive protein, and baseline hemoglobin. The prediction model demonstrated an AUC of 0.88 in internal validation and 0.66 in external validation. The UST-CDST effectively stratified patients into low-risk or high-risk groups for disease progression within one year. Conclusions: A UST-CDST was developed and validated to identify patients with CD less or more likely to experience disease progression around week 52 under UST therapy. The scoring system promises to facilitate clinical decision-making and personalized treatment.
- 8 November 2025
- Published by MDPI AG in Journal of Clinical Medicine
- Vol. 14 (22) , 7919
Open AccessDevelopment and Validation of a Clinical Decision Support Tool to Predict Disease Progression in Crohn’s Disease Treated with Ustekinumab
Background/Objectives: Ustekinumab (UST) is an effective and safe drug for treating Crohn’s disease (CD), but data on disease progression after UST treatment is limited. This study aimed to develop a clinical decision support tool (CDST) to identify Chinese patients with CD less likely to experience disease progression during UST treatment. Methods: A multicenter, retrospective observational study was conducted among Chinese patients with CD who started UST treatment between 1 May 2020 and 20 October 2022. Baseline characteristics, defined as the measurements taken closest to, and prior to, the first dose of UST, were collected. Disease progression, defined as CD-related surgery, hospitalization, and complications, was evaluated by week 52 (±4 weeks). Predictors were identified using logistic regression, and a UST-specific CDST (UST-CDST) was developed. The UST-CDST was then internally and externally validated using the area under the receiver operating characteristic curve (AUC). Results: Among 602 enrolled patients, 533 were included in the analysis. Four factors were suggestively associated with disease progression: prior biologics usage, baseline disease severity, baseline C-reactive protein, and baseline hemoglobin. The prediction model demonstrated an AUC of 0.88 in internal validation and 0.66 in external validation. The UST-CDST effectively stratified patients into low-risk or high-risk groups for disease progression within one year. Conclusions: A UST-CDST was developed and validated to identify patients with CD less or more likely to experience disease progression around week 52 under UST therapy. The scoring system promises to facilitate clinical decision-making and personalized treatment.
- 15 November 2023
- Published by Springer Nature in Digestive Diseases and Sciences
- Vol. 69 (1) , 66-80
Epithelial CRL4DCAF2 Is Critical for Maintaining Intestinal Homeostasis Against DSS-Induced Colitis by Regulating the Proliferation and Repair of Intestinal Epithelial Cells
Background and Aims Inflammatory bowel disease (IBD) is currently gaining an increasing global interest. Intestinal epithelial barrier dysfunction is crucial toward developing IBD; however, the underlying mechanisms are not yet elucidated. This study is aimed at elucidating the function of CRL4DCAF2, an E3 ligase, toward mediating intestinal homeostasis. Methods Colon samples were collected from patients with IBD and healthy individuals to examine the expression of CRL4DCAF2. CRL4DCAF2 conditional knockdown in mouse intestinal epithelial cells (IECs) (DCAF2EKD) were constructed. DCAF2EKD and their littermate control (DCAF2EWT) were treated with dextran sodium sulfate (DSS) to induce acute colitis. Transcriptome analysis was performed on inflamed colon samples obtained from the mice. Cell cycle regulators were evaluated using real-time polymerase chain reaction (PCR), while tight junction and apoptosis proteins were examined via immunofluorescence and western blot. Results CRL4DCAF2 expression was significantly decreased in the inflamed IBD epithelium, and low expression of CRL4DCAF2 associated with high recurrence risk. Mice with DCAF2 specific knockout in IECs suffer from embryonic death. Multiple genes involved in cell proliferation, immune response, and gap junction were differentially expressed in inflamed colon from DCAF2EKD compared with DCAF2EWT. Furthermore, conditional downregulation of CRL4DCAF2 in the intestinal epithelium induced primarily epithelial damage, increased intestinal permeability, and diminished tight junction protein expression. In vivo and in vitro cell transfection experiments revealed that CRL4DCAF2 enhanced cell proliferation by promoting p21 ubiquitination and degradation, thereby inhibiting G2/M cell cycle. In addition, CRL4DCAF2 can also inhibit IEC apoptosis and promote cell autophagy. Conclusions CRL4DCAF2 downregulation in IECs promotes intestinal barrier dysfunction and inhibits IEC proliferation, thus making it more susceptible to inflammation.
- 15 November 2023
- Published by Springer Nature in Digestive Diseases and Sciences
- Vol. 69 (1) , 66-80
Epithelial CRL4DCAF2 Is Critical for Maintaining Intestinal Homeostasis Against DSS-Induced Colitis by Regulating the Proliferation and Repair of Intestinal Epithelial Cells
Background and Aims Inflammatory bowel disease (IBD) is currently gaining an increasing global interest. Intestinal epithelial barrier dysfunction is crucial toward developing IBD; however, the underlying mechanisms are not yet elucidated. This study is aimed at elucidating the function of CRL4DCAF2, an E3 ligase, toward mediating intestinal homeostasis. Methods Colon samples were collected from patients with IBD and healthy individuals to examine the expression of CRL4DCAF2. CRL4DCAF2 conditional knockdown in mouse intestinal epithelial cells (IECs) (DCAF2EKD) were constructed. DCAF2EKD and their littermate control (DCAF2EWT) were treated with dextran sodium sulfate (DSS) to induce acute colitis. Transcriptome analysis was performed on inflamed colon samples obtained from the mice. Cell cycle regulators were evaluated using real-time polymerase chain reaction (PCR), while tight junction and apoptosis proteins were examined via immunofluorescence and western blot. Results CRL4DCAF2 expression was significantly decreased in the inflamed IBD epithelium, and low expression of CRL4DCAF2 associated with high recurrence risk. Mice with DCAF2 specific knockout in IECs suffer from embryonic death. Multiple genes involved in cell proliferation, immune response, and gap junction were differentially expressed in inflamed colon from DCAF2EKD compared with DCAF2EWT. Furthermore, conditional downregulation of CRL4DCAF2 in the intestinal epithelium induced primarily epithelial damage, increased intestinal permeability, and diminished tight junction protein expression. In vivo and in vitro cell transfection experiments revealed that CRL4DCAF2 enhanced cell proliferation by promoting p21 ubiquitination and degradation, thereby inhibiting G2/M cell cycle. In addition, CRL4DCAF2 can also inhibit IEC apoptosis and promote cell autophagy. Conclusions CRL4DCAF2 downregulation in IECs promotes intestinal barrier dysfunction and inhibits IEC proliferation, thus making it more susceptible to inflammation.