Queen's Park won to go level on points with Elgin City, who lost their place at the top of Scottish League Two.
David Galt slotted in the Spiders' opener before Elgin's Mark Nicolson was dismissed for a second booking.
Jamie McKernon's superb strike doubled the hosts' lead then Queen's Park's Chris Duggan also received two yellow cards and a sending off.
Connor McLaren's strike pulled one back for Elgin but their goalkeeper Mark Hurst scored a late own goal.
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