While the arctic flora is particularly threatened by climate changes, the molecular aspects allowing colonization of this harsh environment remain largely enigmatic. Genes with a likely functional or evolutive role for arctic Oxytropis (Fabaceae) were previously discovered given a sharp differential expression between arctic and temperate species, but the evolutionary forces in action were unknown within the respective species. Here, we analyze gene duplication patterns and positive and negative selection between genes from species of contrasting environments, which can reveal potential gene functions. Genes were amplified and sequenced from two arctic (Oxytropis arctobia and O. maydelliana) and two temperate (O. campestris subsp. johannensis and O. splendens) species. Detection of codons under positive or negative selection and phylogenetic analyses were used to further elucidate pathogenesis-related class 10 (PR-10), ripening-related proteins, cold dehydrins gene families and light-harvesting complex (lhcaIII and lhcbI) genes from Oxytropis. Overall, results showed that the three gene families duplicated in tandem prior to the Oxytropis genus diversification; that genes overexpressed in arctic species evolve under higher constraints at the sequence level in these species; that evolving novel protein variants in PR-10 genes were required for initial adaptation to the Arctic, and that Oxytropis cold dehydrins are of a novel (K-like-Y(4)-K-S) structure, where the Y-segment is under stringent evolutive constraints in the arctic species. This suggests a scenario not previously described for arctic plants, where tandem duplications precede gene recruitment that later become both highly expressed and under stringent constraints in the arctic species.