Do you need an Internet Gateway to use peering connections?
No. VPC peering connections do not require an Internet Gateway.

http://www.interviewquestionspdf.com/2017/01/do-you-need-internet-gateway-to-use.html
No. VPC peering connections do not require an Internet Gateway.