• Loops are the most prevalent fingerprint pattern in the Chinese population, followed by whorls and arches.
• Sex differences exist in fingerprint pattern distribution, with females exhibiting a higher frequency of arches.
• Several genetic loci show suggestive associations with fingerprint patterns, implicating genes involved in limb development.
• Fingerprint patterns exhibit moderate heritability, supporting a genetic basis for dermatoglyphic traits.