“…At the generic level, the microbial taxa Wolbachia , Acinetobacter , Escherichia , Brevundimonas , and Muribaculum were specifically enriched in the subgenus Parnassius samples, whereas the Erwinia and Pseudomonas were enriched for other Parnassius subgenera (Figure 11a ). Among these bacteria genera, Wolbachia has been reported to not only colonize reproductive tissues of Lepidoptera, known for its role in sex ratio distortion, but also can increase the resistance of their hosts to pathogens, leading to increased longevity and fecundity of the lepidopteran host (reviewed in Duan et al., 2020 ; Liu & Guo, 2019 ; Paniagua Voirol et al., 2018 ); Acinetobacter , Erwinia , and Pseudomonas in insects could facilitate the degradation of host plant toxin (e.g., tea saponin, caffeine, and terpene), or cause soft rot, necroses, and wilt on a variety of plants, providing evidence that gut bacteria mediate adaptation of herbivorous insects to phytochemical resistance (Ceja‐Navarro et al., 2015 ; Chen et al., 2020 ; Li, Huang, et al., 2022 ; Starr & Chatterjee, 1972 ); and Brevundimonas had significant correlations with the concentrations of differential metabolites (e.g., phospholipids and certain amino acids) in insect hemolymph (Li, Zheng, et al., 2022 ). Metabolites produced from Muribaculum could contribute to the gut barrier integrity and support the defense against inflammation (reviewed by Sharma et al., 2021 ).…”