The Chinese Super League (CSL) was supposed to start later this month but the campaign was indefinitely postponed by the outbreak that has killed nearly 1,500 people and is centred on the Chinese city of Wuhan.
The CSL season will not begin until early April at the earliest, according to state media, but the start date remains uncertain while the virus continues to spread in China and other countries.
Chinese clubs have flown out to Spain, the United Arab Emirates, Thailand and Japan for pre-season training, despite having no idea when the campaign will begin or when they can safely return home.
Meanwhile China's women's Olympic team were forced to exercise in the corridor of the Brisbane hotel where they were quarantined, in a stark illustration of the challenges facing Chinese football.
Wuhan Zall, who finished sixth in the CSL last season, landed in Spain for a training camp near Malaga at the end of January, where they were met by medical personnel. None of the players or staff showed any symptoms.
Jose Gonzalez, Wuhan's Spanish coach, pleaded for his players not to be demonised, saying that "they are not walking viruses, they are athletes".
"I hope they find a little empathy in Spain, it can't be easy to be so many kilometres from home and know that your family is in the quarantine zone," Marca quoted him as saying.
However, the Russian side FC Krasnodar cancelled a friendly against Wuhan seemingly because of fears over the virus. Europa Point FC of Gibraltar reportedly followed suit.
Chinese FA Cup winners Shanghai Shenhua -- shorn of striker Odion Ighalo, who has joined Manchester United on loan -- have been in Dubai for nearly two weeks and will then head to Abu Dhabi for more training, according to the Oriental Sports Daily.
Ighalo is yet to set foot in the Premier League club's training ground as a precaution against the virus.
At Shenhua, the prolonged time away from home and the uncertainty has taken a psychological toll on the players.
"To be honest, if you don't go home for so many days, the players will inevitably become homesick," the newspaper quoted one team member as saying.
"But there is nothing you can do about it. Now the epidemic back home is more serious.
"The club management provides psychological counselling to the players to make the atmosphere as happy and harmonious as possible."
There are no known fatalities in Chinese football from the outbreak, but a youth player at second-tier Zhejiang Greentown tested positive for the new coronavirus, the club said this week.
Taking no chances
Beijing Guoan, who have London-born Chinese international Nico Yennaris in their squad, play away at Thailand's Chiangrai United in the AFC Champions League next week as they return to competitive action for the first time since December 1.
The squad are already training in Thailand, having been on South Korea's Jeju island. The club are taking no chances, gauging the players' temperatures twice a day and making them wear masks while travelling.
Zhou Jinhui, the club chairman, visited the team on Tuesday and acknowledged that the players had been torn from their families at a difficult time.
"This situation is the first time for everyone here today. To be honest, I have no good way to solve it," said Zhou.
But he hopes that Beijing can beat Chiangrai to lift the spirits of football fans all over China.
"You don't only have to go all-out, but you also need to adjust your mindset," he told the players.
"Because for this game, not only will Beijing fans pay attention, but also many fans across the country will be watching."