The move has been made “out of an abundance of caution” during the current pandemic situation.
McEntire was compelled to reissue the song with the refreshed video as a message of hope and positivity during troubled times.
'Me & Patsy: Kickin' Up Dust' is published in the US on 7 April by Grand Central Publishing.
The artist spent the first 32 years of her peerless career at the label group, at Mercury and then MCA.
The single entered the country chart on 23 January 1982 to become the 67th appearance there by one of the genre's true greats.
"It’s hard to imagine topping what we have accomplished together," she said of her 12 years in the role.
Hailed as “one hell of an album” that “holds nothing back”, ‘Read My Mind’ found Reba McEntire asserting her ubiquity in country music.
The event, hosted by Carrie Underwood, Reba McEntire and Dolly Parton, saw Garth Brooks win the showpiece Entertainer of the Year award.
Produced by the star and longtime collaborator Tony Brown, it contained a slew of major hit singles and went triple platinum in the US.
The album, which later went double platinum, included collaborations with Rosanne Cash, Reba McEntire and others.
Of 'For The Girls', the artist said: "I really wanted to pay homage to all the women singers who have influenced me over the years."
The song is a contemporary take on the traditional Nashville barroom ballad, with powerful lead and harmony vocals, lead guitar and pedal steel.
Running from 3 September to 31 October, it will feature two dozen of the country superstar's wardrobe items, worn on the Opry and at the Ryman Auditorium.
Underwood has co-hosted with Brad Paisley every year since 2008, but will now be joined by McEntire and Parton, as the CMA celebrates legendary female figures of country.
The event takes place at the Ryman Auditorium in Nashville on 17 September.