While the evidence is limited, weight gain is not a known effect.
A 2019 study found that people who combine collagen supplementation with resistance training may develop more muscle mass than those who simply exercise.
And a 2020 study noted that an increase in dietary protein can reduce levels of the appetite-enhancing hormone ghrelin. It also increases ketogenisis, the process of breaking down fatty and amino acids to provide energy.