TJP1 and Insulin resistance: Despite improved adipose tissue inflammation and overrepresentation of A. muciniphila and P. goldsteinii, PEG400 administration failed to improve insulin resistance by upregulating Tjp1, which encodes the tight junction protein ZO-1 and is implicated in gut barrier function [31].