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Quite plausible.

It could also be in combination with other factors, such as lack of enough physical activities

Yes, although I've talked to many people who've had gastrointestinal troubles after taking intense doses of antibiotics. Crone's disease, IBS, etc. It is highly likely the largest contributing factor.