We present a search for high-energy gamma-ray emission from nine nearby sta
rburst galaxies and M31 with the Energetic Gamma Ray Experiment Telescope (
EGRET) aboard the Compton Gamma Ray Observatory (CGRO). Although the diffus
e gamma-ray emission from starburst galaxies was suspected to be detectable
, we find no emission from NGC 253, from M82, or from the average of all ni
ne galaxies. The 2 sigma upper limit for the EGRET flux above 100 MeV for t
he averaged survey observations is 1.8 x 10(-8) photons cm(-2) s(-1). From
a model of the expected radio and gamma-ray emission, we find that the magn
etic field in the nuclei of these galaxies is greater than 25 mu G, and the
ratio of proton and electron densities is less than 400. The EGRET limits
indicate that the rate of massive star formation in the survey galaxies is
only about an order of magnitude higher than in the Milky Way. The upper li
mit to the gamma-ray flux above 100 MeV for M31 is 1.6 x 10(-8) photons cm-
2 s(-1). At the distance of M31, the Milky Way flux would be over twice thi
s value, indicating higher gamma-ray emissivities in our Galaxy. Therefore,
since the supernova rate of the Milky Way is higher than that in M31, our
null detection of M31 supports the theory of the supernova origin of cosmic
rays in galaxies.