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Cloud-based data company Inovalon Holdings will acquire D.C. health research and advisory firm Avalere Health in a deal worth $140 million, the companies announced Monday.

The move will enable Bowie-based Inovalon (Nasdaq: INOV) to expand into the pharmaceutical market and fuel growth in the use of big data analytics at life sciences companies, officials said. The deal is expected to close Sept. 1.