Alaska Republican Sens. Lisa Murkowski and Dan Sullivan joined Senate Democrats and a handful of other Republicans on Thursday in voting to extend federal subsidies that would have prevented a major spike in health care prices at the end of the year.

Sixty votes were needed to advance a bill containing the extension, but the vote failed 51-48. An alternative Republican-backed bill, which would have offered marginal help to offset the cost increases, also…