Xin Jin

SEP 9, 2026 · JOURNAL ARTICLE

A Manganese-Chlorella Hydrogel for an Integrated “Remove–Remodel–Repair” Strategy in Pancreatic Cancer Therapy

Nano-micro Letters

This is a preclinical proof-of-concept study of a novel hydrogel material tested in vitro and in animal models, demonstrating feasibility but lacking human clinical data or comparison to standard therapy.

SEP 5, 2026 · JOURNAL ARTICLE

Integrated single-cell and bulk RNA sequencing analysis reveals a TPM1-positive myCAF-associated gene signature predicting pancreatic cancer prognosis

Discover Oncology

This is a retrospective computational study integrating public datasets to construct a prognostic risk model; it lacks independent prospective validation and the authors explicitly state the model requires further validation in diverse clinical subgroups and across patient populations.

AUG 11, 2026 · PREPRINT

ProTAGAD: A Foundation Model for TAG Anomaly Detection with Decoupled Topological and Textual Prototypes

arXiv

This is an unrefereed computational method paper on arXiv describing a machine-learning algorithm for anomaly detection; it reports benchmark performance but lacks clinical validation, patient data, or peer review.