Bharatiya Janata Party (BJP) wrested the Muzaffarnagar seat from the ruling Samajwadi Party (SP), which also lost the Deoband seat to the Congress in two of the three by-elections in UP for which results were announced on Tuesday.
The bypoll results are being viewed as crucial in the countdown to the Assembly polls in Uttar Pradesh next year.
The ruling party was leading in Bikapur, according to the latest trends.
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While BJP's Kapil Dev Agarwal has won from the Muzffarnagar seat, Mavia Ali of Congress won the Deoband defeating SP candidate Meena Rana.
SP's Anand Sen Yadav is leading in Bikapur over his nearest rival Rashtriya Lok Dal (RLD) candidate Munna Singh Chauhan.
The by-elections were necessitated in Muzaffarnagar, Deoband and Bikapur due to death of of SP member of Legislative Assembly (MLA) Chitranjan Swaroop, Rajendra Singh Rana and Mitrasen Yadav last year.
Gaurav Swaroop was the SP candidate from Muzaffarnagar, while Anandsen Yadav and Meena Rana were the party candidates from Bikapur and Deoband seat.