Abstract:〔Abstract〕 Objective To explore the expression level and clinical significance of long strands of non-coding RNA(lncRNA) and metastasis–associated lung adenocarcinoma transcript 1 (MALAT1) in pregnant women with gestational diabetes mellitus. Methods 200 patients with gestational diabetes admitted to Shenzhen Second People's Hospital from January 2017 to January 2020 were selected as the study group. (including pregnant women with severe gestational diabetes mellitus and mild gestational diabetes); 100 healthy pregnant women in our hospital were selected as control group. Serum lncRNA, MALAT1 levels and fasting blood glucose were tested. The levels of lncRNA, MALAT1, fasting blood glucose and adverse pregnancy outcomes were compared between the observation group and the control group. In addition, according to the detection results of serum lncRNA and MALAT1 levels in the observation group, they were divided into lncRNA, MALAT1 low expression group, lncRNA and MALAT1 high expression group. The incidence of adverse pregnancy outcomes in the two groups was compared, and the relationship between disease severity, adverse pregnancy outcomes and serum lncRNA and MALAT1 levels was analyzed. Results The levels of lncRNA, MALAT1 and fasting blood glucose in the observation group were higher than those in the control group; The incidence of adverse pregnancy outcomes in the observation group was 31.50%, higher than 14.00% in the control group; The incidence of adverse pregnancy outcomes in severe gestational diabetes mellitus was 51.47%, higher than 21.21% in mild gestational diabetes mellitus. The incidence of adverse pregnancy outcomes in lncRNA and MALAT1 high expression group was 39.45%, which was higher than 21.98% in lncRNA and MALAT1 low expression group; The differences were statistically significant (P < 0.05). Conclusion The levels of lncRNA and MALAT1 in patients with gestational diabetes mellitus are highly expressed. The higher the level, the higher the incidence of fasting blood glucose and adverse pregnancy outcomes, the more serious the disease is.