It has been shown (Cambillau, C., and Claverie, J. M. (2000) J. Biol. Chem. 275, 32383-32386) that a large difference between the proportions of charged versus polar (non-charged) amino acids (CvP-bias) was an adequate, if empirical, signature of the proteome of hyperthermophilic organisms (T growth >80°C). Since that study, the number of available microbial genomes has more than doubled, raising the possibility that the simple CvP-bias rule might no longer hold. Taking advantage of the new sequence data, we re-analyzed the genomes of 9 fully sequenced thermophiles, 9 hyperthermophiles, and 53 mesothermophile microorganisms to identify the genomic correlates of hyperthermostability on a wider data set. Our new results confirm that the CvP-bias previously identified on a much smaller data set still holds. Moreover, we show that it is an optimal criterion, in the sense that it corresponds to the most discriminating factor between hyperthermophilic and mesothermophilic microorganisms in a principal component analysis. In parallel, we evaluated two other recently proposed correlates of hyperthermostability, the proteome average pI and the dinucleotide statistical index (Kawashima, T., Amano, N., Koike, H., Makino, S., Higuchi, S., Kawashima-Ohya, Y., Watanabe, K., Yamazaki, M., Kanehori, K., Kawamoto, T., Nunoshiba, T., Yamamoto, Y., Aramaki, H., Makino, K., and Suzuki, M. (2000) Proc. Natl. Acad. Sci. 97, 14257-14262). We show that the CvP-bias is the sole criterion that is able to clearly discriminate hyperthermophile from mesothermophile microorganisms on a global genomic basis.Although most organisms grow at temperatures ranging between 20 and 50°C, several archaea and a few bacteria, such as Pyrococcus and Aquifex, have been found capable of withstanding temperatures close to or higher than 100°C. Identification of the molecular basis of the increased thermostability of the proteins of such hyperthermophilic organisms is expected to help our understanding of protein folding as well as the design of enzymes retaining their activity at high temperatures (Ref. 1 and references therein). In a previous comparative study, Cambillau and Claverie (2) found that a large difference between the proportions of charged (Asp, Glu, Lys, Arg) versus polar (non-charged) (Asn, Gln, Ser, Thr) amino acids (abbreviated as CvP 1 -bias) was the most prominent signature of the hyperthermophilic life style at the proteome level. This global CvP-bias was reflected in the amino acid composition of the water-accessible residues computed from an analysis of the surface of 131 mesophilic versus 58 hyperthermophilic proteins. Given the rapidly increasing number of fully sequenced microbial genomes (more than doubled since the initial study), inferences derived in the past from correlation studies on a limited set of examples are in constant danger of being proven wrong. Now the genomes of seven new thermophilic and hyperthermophile archaea and of three new thermophilic bacteria have been deciphered. Besides these thermophilic organisms, num...