Sea-land relay transportation (SRT) is a key part of the “land-based greenhouse + offshore net cage” mariculture system for yellowtail kingfish. In this study, the physiological status of yellowtail kingfish during SRT was assessed by determining serum biochemical indexes (levels of cortisol, glucose, and malondialdehyde (MDA), and activities of superoxide dismutase (SOD) and catalase (CAT)), the composition of intestinal microflora, and the liver transcriptome before (control), during, and after transportation (T1 and T2) and after recovery for 6 hours (6 h), 12 hours (12 h), 1 day (D1), 3 days (D3), and 7 days (D7). The results show that the serum cortisol and glucose levels, MDA level, and activities of SOD and CAT significantly increased during transportation, and decreased to similar levels to those in the control after 1 day of recovery. Bacteria including Acinetobacter, Enterobacter, and Comamonas accounted for more than 91 % of the microbial community in the gut of yellowtail kingfish, and these genera were associated with changes in serum glucose levels, indicating that they may help to alleviate the effects of transportation stress. Analyses of liver transcriptome data showed that significantly differentially expressed genes (DEGs) in the T2, D1, D3 and D7 groups were significantly enriched in the “Protein processing in the endoplasmic reticulum (ER)” pathway. At the end of transportation (T2 group), the ER-associated degradation (ERAD) pathway was activated, with up-regulation of hsp40, hsp70, and hsp90α. The transcript levels of these genes gradually returned to levels similar to those in the control during the recovery period. At the first day of recovery, the unfolded protein response imposed stress upon the ER, accompanied by significant down-regulation of PEPK and Calmin and significant up-regulation of CRT. The DEGs in the D3 group were enriched in the “ER”, “Steroid biosynthesis”, “Fatty acid degradation”, “PPAR signaling”, and “Fat digestion and absorption” pathways, whereas the number of DEGs related to lipid metabolism and stress pathways was significantly decreased in the D7 group. Our results indicate that hsp70 and hsp90α can be used as stress markers, and hsp40 can be used as a physio-metabolic recovery marker for yellowtail kingfish. These results show that, although serum indices recovered 24 hours after transportation, up to 3 days after transportation is an important period for recovery from transportation stress at the transcriptome level. “Protein processing in the ER pathway” is an important pathway regulating stress and recovery in yellowtail kingfish.