Former My Chemical Romance drummer Bob Bryar shared haunting post honoring Chester Bennington before his death

Rockstar Bob Bryar has trgaiically been found dead at his home in Tennessee.

The 44-year-old former My Chemical Romance drummer took to Twitter to honor the late Chester Bennington and heap praises on the Linkin Park frontman's replacement Emily Armstrong the day after he was last seen by anyone.

Former My Chemical Romance drummer Bob Bryar, pictured in 2006, has died at the age of 44 (Richard Ecclestone/Redferns)

He posted a series of tweets on his account on November 5, while deleting all of his other posts, and three weeks later on Tuesday (Novermber 26), he was found dead at his Tennessee home, according to TMZ.

While investigations into his death are still ongoing, it is thought that he died by way of suicide around November 5 - with him last being seen by anyone on November 4.

TMZ's report added that there was no sign of foul play and all musical instruments at his home were left untouched, while animal control visited the property to recover his two dogs.

Bryar retired from drumming in 2014, but a year later expressed an interest in returning.

He was the drummer for My Chemical Romance between 2004 and 2010.

Bryar can be seen playing the drums onstage for My Chemical Romance back in 2007 (Tim Mosenfelder/Getty Images)

Following his departure in 2010, the band released the following statement on social media: "As of 4 weeks ago, My Chemical Romance and Bob Bryar parted ways.

"This was a painful decision for all of us to make and was not taken lightly, we wish him the best of luck in his future endeavours and expect you all to do the same."

My Chemical Romance are set to go on tour again next year.

Taking to Twitter on November 5, the day of the US presidential election, Bryar - who wore a 'Make America Great Again' in his profile picture - honored Bennington, who died by way of suicide in 2017.

“Emily Armstrong is destroying, shredding faces and making Chester proud,” he wrote.

Bryar deleted all his posts on Instagram and Twitter, before tweeting just three on the day of the US presidential election (X/bobbryar)

“She was the perfect choice. AND she had to deal with the initial hate. that s–t is hard. trust me. word up.”

He went on to send two other cryptic tweets, his penultimate post read 'MEGYN' while his last was 'TULSI' - completely bewildering fans, but a detective in the comments replied with what could just be the answer.

"It's the name of a journalist and tulsi is that of a republican representative, I just saw it on Google," they answered.

If that's the case, the tweets were a nod to Tulsi Gabbard, a former congresswoman who sat on the side of the Democrats before switching to the Republican Party in order to back Donald Trump during his campaign.

MEGYN is thought to refer to media personality and political commentator Megyn Kelly.