Aston Villa's Martinez will return to international duty after serving a two-match ban from FIFA for "offensive behavior and violation of the principles of fair play".
Building on last week's 2-1 comeback win in Chile, Brazil looked livelier from the start and dominated possession, with late goals from Andreas Pereira and Luiz Henrique putting the gloss on an impressive performance.
Making only his second international appearance since recovering from an injury sustained at the Copa America in July, Messi capitalised on a mistake by defender Marcelo Suarez to open the scoring in the 19th minute.
Reigning world champions Argentina remain top with 19 points, holding a three-point lead over Colombia, despite being held to a 1-1 draw by Venezuela in their previous match, where Lionel Messi returned from injury.
Real's Militao, who also missed last month's international fixtures with a leg injury, had travelled to Sao Paulo after featuring as a late substitute in Real's 2-0 win over Villarreal on Saturday.
Vinicius suffered a neck injury during Real Madrid's 2-0 home win against Villarreal on Saturday, the club said.
Messi, who plays for Major League Soccer club Inter Miami, was left out of Argentina's squad for their World Cup Qualifiers against Chile and Colombia in August due to the injury which he sustained during the Copa America final.
The reigning world champions will also be without Angel Di Maria after the veteran winger's international retirement.
The defeat saw Bangladesh finish at the bottom of four-team group with a single point from six matches.
Brazil have struggled in qualifying for the 2026 World Cup and presently occupy sixth place in the South American table, the last spot that affords direct qualification.
Morsalin earned the recognition on the back of his fierce right-footed strike against Lebanon
The diplomatic spat began after the match, when Venezuelan players accused Peruvian police of beating them when they went to greet fans on Tuesday night.
Thousands of Palestinians and their sympathisers turned out at the 60,000-seat venue for the game against Australia.
Leaving the disastrous performance against Australia behind, Bangladesh are looking forward to securing three points against Lebanon in their home match of the World Cup Qualifiers at the Bashundhara Kings Arena today.
Liverpool's Diaz scored two goals in five minutes as Colombia came from behind to stun Brazil.
It was Lionel Messi and Argentina's first defeat of the 2026 World Cup qualifying campaign
This is Bangladesh’s joint worst result in the Qualifers, as they had earlier lost by the same margin in the 1994 Qualifiers against the UAE.
Suarez, with 68 international goals to his name, has been in superb form for Brazilian club Gremio with 16 goals in 29 games but has not featured for Uruguay since Bielsa took over in May.
“I think our chance is bigger this time because I said before that this team is a better side than the previous ones,” captain Jamal Bhuiyan said