Many limno-terrestrial tardigrades can enter an ametabolic state upon desiccation, in which the animals can withstand extreme environments. To date, studies of the molecular mechanism have predominantly investigated the class Eutardigrada, and that in the Heterotardigrada, remains elusive. To this end, we report a multiomics study of the heterotardigrade Echiniscus testudo, which is one of the most desiccation-tolerant species. None of the previously identified tardigrade-specific anhydrobiosis-related genes was conserved, while the loss and expansion of existing pathways were partly shared. Furthermore, we identified two families of novel abundant heat-soluble proteins and the proteins exhibited structural changes from random coil to α-helix as the water content decreased in vitro. These characteristics are analogous to those of anhydrobiosis-related protein in eutardigrades, while there is no conservation at the sequence level. Our results suggest that Heterotardigrada have partly shared but distinct anhydrobiosis machinery compared with Eutardigrada, possibly due to convergent evolution within Tardigrada.