I am amplifying a 1.233-kb region from the genome of an E. coli K-12 W3110 subtype. For the reaction, I prick a single colony with the tip of a micropipettor and suspend it in 50 uL of nuclease free-water (with vigorous pipette mixing), and use 3 uL of the suspension in my PCR reaction. I use small colonies from a freshly-streaked plate. The reactions are hit-and-miss. Because I am amplifying from a single-copy gene and not a multi-copy plasmid, I am looking for tips to increase the yield of the reaction. Thanks everyone!