TMEM67 (mecklin or MKS3) locates in the transition zone of cilia. Dysfunction of TMEM67 disrupts cilia-related signaling and leads to developmental defects of multiple organs in humans. Typical autosomal recessive TMEM67 defects cause partial overlapping phenotypes, including abnormalities in the brain, eyes, liver, kidneys, bones, and so forth. However, emerging reports of isolated nephronophthisis suggest the possibility of a broader phenotype spectrum. In this study, we analyzed the genetic data of cholestasis patients with no obvious extrahepatic involvement but with an unexplained high level of gamma-glutamyl transpeptidase (GGT). We identified five Han Chinese patients from three unrelated families with biallelic nonnull low-frequency TMEM67 variants. All variants were predicted pathogenic in silico, of which p. Arg820Ile and p. Leu144del were previously unreported. In vitro studies revealed that the protein levels of the TMEM67 variants were significantly decreased; however, their interaction with MKS1 remained unaffected. All the patients, aged 7-39 years old, had silently progressive cholestasis with elevated GGT but had normal bilirubin levels. Histological studies of liver biopsy of patients 1, 3, and 5 showed the presence of congenital hepatic fibrosis. We conclude that variants in TMEM67 are associated with a mild phenotype of unexplained, persistent, anicteric, and high GGT cholestasis without typical symptoms of TMEM67 defects; this possibility should be considered by physicians in gastroenterology and hepatology.