Recent advances in high-resolution structure determination of membrane proteins enable now the analysis of the main features of amino acids in transmembrane (TM) segments in comparison with amino acids in watersoluble helices. In this work, we introduced a large-scale analysis of amino acid propensities using a data set of 170 structures of integral membrane proteins obtained from MPTopo database and 930 structures of water-soluble helical proteins obtained from the Protein Data Bank. Large hydrophobic residues (Leu, Val, Ile and Phe) plus Gly had a clear preference for TM helices, while polar residues (Glu, Lys, Asp, Arg and Gln) were less frequent in this type of helices. The distribution of residues along the TM helices was also examined. As expected, hydrophobic and slightly polar amino acids are commonly found in the hydrophobic core of the membrane, while aromatic (Trp and Tyr) and Pro together with hydrophilic (Asn, His, and Gln) residues are frequent in the interface regions. Charged residues also have statistically preferred locations avoiding the hydrophobic core of the membrane, but while acidic residues are frequently found at both the cytoplasmic and extracytoplasmic interfaces, basic residues cluster at the cytoplasmic interface.These results strongly support the experimentally demonstrated biased distribution of positively charged residues (that is, the so-called the positiveinside rule) with structural data.