International Development Minister Alan Duncan claimed £2,750 for electricity bills and £1,250 in heating oil for his home in Rutland, Leicestershire, the Sunday Mirror reported.
Universities Minister David Willetts claimed £2,596, while Conservative MP Nadhim Zahawi claimed £5,822, the paper said.
Bills costing more than £1,000 were submitted by 41 MPs while 78 made claims for £500 in the 12 months up to March this year, the paper's analysis found.
More top news
The families of all four of the victims, all of whom were men, have been informed, police said.
A motorcyclist from Nottingham has died in an accident at the Macau Grand Prix in China, earlier today.
AC/DC co-founder and ex-guitarist Malcolm Young has died aged 64, his publicist has announced.