Exhibit 23.1

Consent of Independent Registered Public Accounting Firm

We consent to the use of our report dated February 28, 2023, with respect to the consolidated financial statements of Castle Biosciences, Inc., and the effectiveness of internal control over financial reporting, incorporated herein by reference.

/s/ KPMG LLP

Houston, Texas

December 4, 2023