Background: The aim was to investigate the value of blood Septin9, SRSF1, and PAX8 gene methylation detection techniques in early screening of colorectal cancer (CRC). Methods: A prospective cohort study enrolled 3,000 participants undergoing routine physical examination at Shizong County People's Hospital Health Management Center from December 2021 through November 2022, including 1,512 males and 1,488 females, ranging in age from 20 to 90 years, with a median age of 49 years. Fresh blood samples were collected and tested for Septin9, SRSF1, and PAX8 gene methylation. Positive or negative results were reported. Colonoscopy was recommended for positive results and telephone follow-up for negative results. A chi-squared test analyzed the positive rate of initial screening, colonoscopy compliance, and the detection rate of colorectal lesions. Finally, combined with the follow-up data, the screening effect of Septin9, SRSF1, and PAX8 methylation detection on CRC was evaluated. Results: Among 3,000 cases, 215 cases were preliminarily positive, with a positive rate of 7.1% (215/3,000). The positive rate of Septin9 gene methylation was the highest (6%, 180/3000), followed by SRSF1 (4.1%, 124/3000) and PAX8 (3.6%, 108/3000). The sensitivity of combined detection of Septin9, SRSF1, and PAX8 methylation in the diagnosis of CRC was higher than that of the three alone, and the specificity, positive predictive value, and negative predictive value of combined detection were higher than that of the single detection of blood Septin9, SRSF1, and PAX8 DNA methylation. In addition, the positive rate of initial screening increased with age (χ² = 32.135, p < 0.001). A total of 150 cases underwent further colonoscopy, and the colonoscopy compliance rate was 69.8% (150/215). Among 150 cases who completed colonoscopy, 5 cases of CRC (3.4%), 25 cases of advanced adenoma (16.0%), 78 cases of non-advanced adenoma (52.0%), and 24 cases of non-adenomatous polyps (22.7%) were detected. The positive predictive value of Septin9, SRSF1, and PAX8 methylation was 94% (141/150) for all colorectal lesions, and 70.0% (105/150) for colorectal cancer and precancerous lesions. Conclusions: Blood Septin9, SRSF1, and PAX8 gene methylation detection, combined with colonoscopy, can effectively detect colorectal cancer and precancerous lesions. This strategy may be an effective way to carry out largescale colorectal cancer screening in the general risk population. Combined detection of the three genes can improve the detection rate of colorectal cancer, but Septin9 methylation is the most sensitive, which can be used for screening and efficacy evaluation of CRC. [ABSTRACT FROM AUTHOR]