The intratumoral microbiota is a key modulator of the tumor immune microenvironment. This study aims to clinically validate a novel, AI-driven digital pathology biomarker-the Microbial-Sensory Coupling (MSC) index-which measures the spatial proximity between the intratumoral bacterium Campylobacter gracilis(C. gracilis) and host Trace Amine-Associated Receptor 1 (TAAR1)+ tumor cells. The study will evaluate whether the MSC index, measured in pre-treatment tumor biopsy tissues, can accurately predict clinical responsiveness and survival outcomes in ESCC patients undergoing anti-PD-1-based immunotherapy.
Emerging evidence indicates that C. gracilis secretes a unique xenometabolite, cadaverine, which binds to and activates the host TAAR1 receptor on ESCC cells, thereby promoting tyrosine kinase FAK-dependent secretion of the chemokine and cytokine. This pathway orchestrates immune cells, leading to resistance to anti-PD-1 therapy. This retrospective observational study employs multiplexed fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC) / multiplex immunofluorescence (mIF), combined with deep-learning-based image segmentation, to quantify the spatial relationship between C. gracilis and TAAR1+ tumor cells. The study consists of two phases: 1. Discovery Phase (Cohort A, n=120): To establish the mathematical model of the MSC index and determine the optimal cut-off value using ROC analysis. 2. Validation Phase (Cohort B, n=150): An independent retrospective cohort to validate the predictive specificity, sensitivity, and clinical utility (PFS, OS, and ORR) of the pre-determined MSC index cut-off.
Study Type
OBSERVATIONAL
Enrollment
270
Peking University Cancer Hospital & Institute
Beijing, China
Objective Response Rate (ORR)
Percentage of patients achieving Complete Response (CR) or Partial Response (PR) based on RECIST 1.1 criteria, compared between MSC-high and MSC-low groups.
Time frame: Up to 12 months from the first dose of anti-PD-1 therapy
Diagnostic Accuracy (AUC)
Calculated using ROC analysis to evaluate the capability of the MSC index to discriminate between immunotherapy responders (CR/PR) and non-responders (SD/PD).
Time frame: Up to 12 months from the first dose of anti-PD-1 therapy (best overall response assessment)
Progression-Free Survival (PFS)
Time from the first dose of anti-PD-1 therapy to the date of objective disease progression or death from any cause, whichever occurs first.
Time frame: Up to 24 months
Overall Survival (OS)
Time from the first dose of anti-PD-1 therapy to the date of death from any cause.
Time frame: Up to 36 months
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