Earlier quoted context omitted.
Oxygen i think is the missing piece. If that's the announcement, that's freaking huge. Oxygen is reactive, it does not exist in any sort of quantity without something regularly replenishing it. It wouldn't be unquestionable proof, but very very strong evidence for photosynthesis, so, you know. Life.
I believe expolanets with oxygen have already been discovered: https://phys.org/news/2016-08-venus-like-exoplanet-oxygen-at...
@greeneggs is correct[0], that article is talking about modeling of a hypothetical atmosphere for a given planet. There was not an actual detection of oxygen in the atmosphere.