Format

Google Sheets: Format

Apply conditional format with specific cell

Use the Custom formula is to specify the specific cell, and =cell absolute position (=$B$3). Then compare to the current cell relative from the Apply to range

Field Setting
Apply to range D2:D1000
Format rules =$B$3 > D2

Format

Reference