The email message below: "Whats App Missed Video Message," is a fake and spam. The email was not sent by WhatsApp and is only a scam designed to trick you into clicking on the "Play" button or link within it. If you click the button or link in the message, you will be taken to websites offering you pharmaceutical products for sales. We do not recommend purchasing anything from these pharmaceutical websites or from other websites that were sent to you in email spam messages.
The WhatsApp AppReminder Fake Message Spam

From: AutomationWhats AppReminder<petgord34truew @english-ink.dk>
Date: 26 March 2014 10:48
Subject: Susannahgrant Missed videomessage: 10:48
Whats App
Missed videomessage.
Details
Date: Mar 26 10:48
Length: 06 sec
Play
© 2014 Whats App
The fake message is similar to the following: