The regulator said the country might face a "gas supply emergency", in a letter written to Scottish energy firm SSE, which had written to Ofgem asking that the regulator should urgently address the risk of possible insolvencies..
The UK produces a lot of its own gas, but the majority is still imported. It has pipeline connections to Norway, which supplies a large amount of the country's gas.
During winter cold snaps Britain normally imports gas from storage sites in mainland Europe - it has very little storage of its own. But now European countries are likely to need this gas themselves after losing the supply from Russia.
Ofgem wrote: "Due to the war in Ukraine and gas shortages in Europe, there is a significant risk that gas shortages could occur during the winter 2022/23 in Great Britain.
"As a result, there is a possibility that GB could enter into a gas supply emergency."
More than eight in 10 UK households use gas to heat their homes and more than 40 per cent of the electricity generated in Britain over the last year came from gas-powered plants.
If a potential supply emergency gets bad enough this winter, these power plants, and other big gas users, might be cut off temporarily, Ofgem said.
Tom Haddon, a senior consultant at Arcadis, said shortages are "viable"; however, he argued that they are "so unlikely that it still sits in the red herring paddock".
He said the Government's promise to top up payments for people's energy bills regardless of what price the market sets, will mean suppliers bring their liquid natural gas (LNG) to British ports.
"Government has signalled to LNG markets it will allow utilities to pay any price for imports, by enacting Energy Bills Support," he wrote.
Mr Haddon added: "Now, the bit missing is that super peak demand (cold, dark evening) where we would expect the gas to start flowing from Netherlands-based storage into the UK."
He said the LNG capacity in the UK "still covers us, just", but warned of massive price spikes.
Last week, seismologists reported that explosions were felt in the Baltic Sea before unusual leaks were discovered on two underwater natural gas pipelines running from Russia to Germany. The damage means that the pipelines are unlikely to be able to carry any gas to Europe this winter, even if Russia did bring its supplies on stream again.
Russia has denied that it has any connection to the damage, however, EU foreign policy chief Josep Borrell said that all available information “indicates those leaks are the result of a deliberate act”. The steel pipe of the Nord pipeline has a wall of 4.1 cm (1.6 inches) and is coated with steel-reinforced concrete up to 11cm thick.