Research and development expense increased by $3,400,000 to $12,500,000 Sales and marketing expenses increased by 1 point $7,000,000 to $24,900,000 and G and A expenses were up $5,100,000 to $21,900,000 We recorded a GAAP net loss of $8,400,000 which included $10,400,000 of stock based compensation expense and $6,900,000 of depreciation and amortization. Overall, we ended the quarter with $191,000,000 of cash, cash equivalents and short term investments well ahead of our expectations. Turning now to our 2023 guidance, we have raised our revenue projections to $342,000,000 to $350,000,000 as compared to our prior guidance of $330,000,000 to $340,000,000 This increase is a result of our strong first half results as well as updated full year expectations of mid-20s growth in testing revenue and $18,000,000 to $19,000,000 of biopharma and other revenue. We are forecasting Q3 revenue to be down sequentially across testing, product and biopharma and other given typical seasonality and normalized testing collection before finishing the year with strong quarter over quarter growth. On full year non GAAP gross margins, we are raising our total company projections to mid to high 60s from the prior guide of mid 60s.