The present invention provides novel arrays of oligonucleotide probes immobilized on a solid support in the form of a chip (millichip), which can be used for rapid and inexpensive analysis of nucleic acids. The arrays can have a plurality of different oligonucleotide probes that can provide for whole genome gene expression analysis. The millichip can be used for analysis of both RNA and DNA.