Application of gene marker in prognosis of lung cancer
A prognostic judgment and marker technology, applied in the field of medical diagnosis, can solve the problems of expensive TMB detection and difficulty in establishing consensus, and achieve the effect of avoiding statistical analysis, strong accuracy, and high evaluation accuracy.
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Embodiment 1
[0074] In this example, we collected 37 FFPE tumor samples from Chinese patients with non-small cell lung cancer (NSCLC).
[0075] These samples are mainly concentrated in clinical stage III and IV samples. The overall survival period of the disease, death and other clinical information such as gender, age, pathological type, PD-L1 and other information were collected.
[0076] Use the kit for lung cancer prognosis prediction of the present invention to extract the RNA in the corresponding lung cancer FFPE tumor samples of these 37 lung cancer patients, perform transcriptome sequencing on the RNA corresponding to these samples, and then process the sequencing results to obtain lung cancer prognosis prediction The evaluation gene group.
[0077] The specific process of using the above kit to extract RNA is as follows:
[0078] 1. Use a clean scalpel to scrape the FFPE sample into a 1.5ml centrifuge tube, close the cap and microcentrifuge to collect all wax debris to the botto...
Embodiment 2
[0115] Validation determines whether the pending evaluation gene group is an evaluation gene group.
[0116] In order to do prognostic verification analysis, select the lung cancer training sample as in Example 1. Here, similarly, according to the same predetermined definition method as in Example 1, 37 clinical training samples of lung cancer are determined as good prognosis samples (best_response=1) or Bad prognosis samples (best_response=0).
[0117] Then, in the same way, do cox survival analysis on all samples with good prognosis to get a result A, and do cox survival analysis on all samples with poor prognosis to get a result and analyze the significance of survival difference between results A and B, when When the obtained result is significant, it is determined that the undetermined evaluation gene group obtained in Example 1 is an evaluation gene group that can be used for evaluating the prognosis of lung cancer. The result is as Figure 9 .
[0118] Fig...
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