Background: This paper investigated how second and third trimester gestational weight gain relates toperinatal outcomes among normal weight women with twin pregnancies in Fujian, China. Methods: A retrospective study on the medical records of 931 normal weight twin pregant women was conducted in Fujian Maternity and Child Health Hospital from 2014 to 2018.The 2nd and 3rd trimester weekly weight gain rate were calculated and categorized women as gaining below, within, or above the 2009 Institute of Medicine (IOM) recommended rates . The association between trimester-specific weight gain rate and perinatal outcome was performed by traditional regression analysis among groups.Results:A total of 931 pregnant women and 1862 neonates were included for analysis. 25.9% ,19.8% and 54.3%% of women had less than, greater than and within the recommended rates of gain in the 2nd and 3rd trimester, respectively. Multivariate Logistic regression analysis showed that greater than recommended rates of weight gain in 2nd trimester decreased the risks of preeclampsia (adjusted OR:0.458,95% CI:0.255~0.824). Less than recommended rates of weight gain in 3rd trimester increased the risk of premature delivery(adjusted OR=1.926,95%CI:1.403~2.644), gestational diabetes mellitus (adjusted OR = 2.052,95%CI:1.417~2.972), intrahepatic cholestasis syndrome (adjusted OR = 3.016,95%CI:1.057~8.606), premature rupture of the membrane (adjusted OR = 1.722,95%CI:1.180~2.512) and neonatal respiratory distress syndrome (adjusted OR = 5.135,95%CI:1.701~15.498) and decreased the risk of cesarean section (adjusted OR = 0.587,95%CI:0.385~0.893) .In addition, greater than recommended rates of weight gain in 3rd trimester was associated with increased risks in premature delivery (adjusted OR=1.818,95%CI:1.307~2.527), and gestational hypertension (adjusted OR=2.098,95%CI:1.018~4.324) as well as preeclampsia(adjusted OR:2.029, 95%CI:1.331~3.093). The stratified analysis of weight gain in 3rd trimester showed that there was no significant difference in the incidence of adverse pregnancy outcomes compared to weight gain rate groups in 2nd trimester.Conclusions: While this study showed gestational weight gain rate less than or greater than in 3rd trimester were associated with some adverse maternal and neonatal outcomes, further studies of prospective and multi-center researches are required to explore alternate ranges of gestational weight gain rate in twin pregnancies.