Ghosh had contested the Bidhannagar Municipal Corporation election last year on BJP ticket. He lost the contest.
"We have suspended him from all posts till he comes out clean in the probe. What he has done in his professional life is not the lookout of BJP," the party's state president Dilip Ghosh said.
BJP was left red-faced over the arrest as it has demanded a CBI inquiry into the child trafficking case.
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