Anhydrous methods of fractionating corn grain that do not require the use of water but rather depends on use of organic solvents are described. The methods include contacting whole grain corn flour with a at least one organic solvent selected from the group consisting of a C1-C6 alcohol, ketone, ester or furan to form an admixture having no more than 15% w/w water. The admixture is separated into i) a solids fraction enriched with corn fiber and protein and 2) a liquid organic slurry comprising suspended starch, dissolved corn oil and the organic solvent. The starch is separated from the first organic slurry to obtain a solvent extracted solid starch fraction and a clarified organic solution. The clarified organic solution which contains dissolved oils is retained and may be evaporated to obtain corn oil that can be further refined.