这里的being blind 充当什么成分?

有一读者问: 高一英语课本中有这样一句话:

They had often heard of elephants, but they had never seen one, for, being blind, how could they?

课本有注释,但语焉不详。being blind前后为什么有逗号? 它到底充当什么成分?

being blind前后的逗号皆表停顿,起了使文字醒目的作用。它是一现在分词短语,其成分是原因状语。