That usually won't work, as 99% of the time, the email's From fields are forged with spam (ie. they put invalid email addresses like qtryetruwy@hotmail.com in the from field). There are some people who 'spam' and put their actual email as their From field (eg. people with businesses who mass email people), but I've yet to ever receive such spam.

Adrian