Our analysis resulted in the identification of GPRS based on seven GPRs (NCKAP1L, ARHGAP4, ASS1, CD163, SLCO2B1, ALOX5, and ADCY7) to predict the occurrence of STS, which exhibits higher diagnosis accuracy and better clinical translational implications. This evidence concerns the gene SLCO2B1 and telomere syndrome.