The ratio between each crosslink and HYP was also measured and found to be similar between NASH animals and healthy animals, indicating that both DHLNL and PYD formation paralleled collagen secretion (Figure 5F/G). Here, PHEX is linked to metabolic dysfunction-associated steatohepatitis.