Application of gene group as detection index in oral squamous cell carcinoma diagnosis
A technology in oral squamous cell carcinoma and samples, which is applied in the field of biomedicine and can solve problems such as poor prognosis
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[0080] Example Gene markers associated with the diagnosis of oral squamous cell carcinoma
[0081] 1. Data and preprocessing
[0082] Search public gene expression data and complete clinical annotations in the Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA). According to clinical information, select oral clinical specimens (alveolar ridge, buccal mucosa, floor of the mouth, tongue, lips, oral cavity, hard palate), exclude specimens from anatomical parts such as hypopharynx, larynx, oropharynx, tonsil, and remove those with incomplete clinical information sample.
[0083] For the datasets in TCGA, RNA-sequencing data of gene expression (FPKM values) and clinical information were downloaded from UCSC Xena (https: / / gdc.xenahubs.net). The tidyverse package was used to annotate the genes, the genes were deduplicated and averaged, and the FPKM was converted to the power of 2, and the FPKM value was converted into transcripts per kilobase million (TPM) value.
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