Neurotrophic tyrosine receptor kinase (NTRK) has been a remarkable therapeutic target for treating different malignancies, playing an essential role in oncogenic signaling pathways. Groundbreaking trials like NAVIGATE led to the approval of NTRK inhibitors by the Food and Drug Administration (FDA) to treat different malignancies, significantly impacting current oncology treatment. Accurate detection of NTRK gene fusion becomes very important for possible targeted therapy. Various methods to detect NTRK gene fusion have been applied widely based on sensitivity, specificity, and accessibility. The utility of different tests in clinical practice is discussed in this study by providing insights into their effectiveness in targeting patients who may benefit from therapy. Widespread use of NTRK inhibitors in different malignancies could remain limited due to resistance mechanisms that cause challenges to medication efficacy in addition to common side effects of the medications. This review provides a succinct overview of the application of NTRK inhibitors in various types of cancer by emphasizing the critical clinical significance of NTRK fusion gene detection. The discussion also provides a solid foundation for understanding the current challenges and potential changes for improving the efficacy of NTRK inhibitor therapy to treat different malignancies.

Non-small cell lung cancer (NSCLC) is operated commonly by diverse genetic alterations, and oncogenic fusions represent a significant therapeutic role. Common fusions include ALK, ROS1, RET, and NTRK, signaling pathways in tumorigenesis. Recent advances in investigating tumor molecular biology include underlying fusions, including chromosomal rearrangements, highlighting their role as oncogenic drivers. The development of targeted therapies, such as tyrosine kinase inhibitors (TKIs), has impacted most patients’ NSCLC treatment. Despite the greater profiles, such as remarkable efficiency and tolerable side effects compared to traditional chemotherapy, challenges, such as acquired mutations, lead to more ongoing research-optimized future NSCLC therapies.