The statue is estimated to fetch between $120,000 and $180,000.
The Bible was looted from a Greek monastery in World War I and was acquired by the museum via a Christie's auction in 2011.
In April 2010, Christie's Auctions sold the "Dervishes" for $2.434 million.
Their paintings have registered sales at high prices and are well appreciated by international auctions during the past years.
The painting has not been seen in public since it was shown at the National Portrait Gallery in 2012.