This commentary offers insights into the article titled "KYNA/Ahr signaling suppresses neural stem cell plasticity and neurogenesis in adult zebrafish model of Alzheimer’s disease". The author highlights the responsiveness of Ahr2-positive NSCs to amyloid toxicity and emphasizes differential gene expression related to KYNA metabolism and AHR signaling in human late-onset Alzheimer's disease validation. The commentary acknowledges the study's rigorous design, reliable data collection, and significant contributions to the field while suggesting improvements in areas such as the abstract, keywords, introduction, results, and acknowledgment to enhance the article's completeness and value.