Reading a second study a bacteria was present in the malnourished twin but not in the healthy twin. I’m not certain but it seems the bacteria was just an unfortunate roll of the dice.

Starvation can severely alter the microbiome in a negative way.

Haven't read much into the how. Acids and such possibly.