(KTRS) – Police continue to search for a man connected five murders across Kansas and Missouri.

Investigators want Pablo Antonio Serrano-Vitorino for questioning regarding four murders in Kansas City, Kansas. Then today, police were called to a home in New Florence, Missouri. There they found 49-year-old Randy Nordman, and believe he may be Serrano-Victorino’s fifth murder victim. The Missouri Highway Patrol says the suspect may be armed with an assault rifle and if anyone sees him they should call 911.

Authorities also advise residents in Montgomery County to lock their doors and do not to answer their door for anyone they don’t recognize.