No, not really.
You could read it, think "Oh, that's interesting" and then never think about it again. It's momentarily interesting. Or maybe you even tell someone about the interesting article you read. But you don't pursue the subject further.
Your version suggests you read about it, became more interested in the topic, and perhaps went on to learn more.