A way to include request id in error log?

Greetings, All! I'm looking for a way to include request id in error log message text. This way I'll be able to correlate access log with error log (access log uses custom format and already includes request id). I'm using syslog target for error log, BTW. Does anyone know how to do that? Is it possible to customise error log messages at all?

Thanks!