One way to stop or reload is through the below command,
For stop:
sudo /usr/local/nginx/sbin/nginx -s stop
Run reload only if the nginx is running:
sudo /usr/local/nginx/sbin/nginx -s reload
By doing like the above, you wont get nginx: [error] open() "/usr/local/var/run/nginx.pid" this issue