The purpose of the study was to explore the efficacy of additional luteal support (ALS) for patients with low progesterone (P4) level in the middle luteal phase.A retrospective study of 1401 women who underwent their first in vitro fertilization (IVF) treatment with a GnRH agonist protocol was analyzed. Patients were divided into five groups according to P4 level in the middle luteal phase (group I>40ng/mL, group II 31-40 ng/mL, group III 21-30 ng/mL, group IV 11-20 ng/mL and group V 0-10 ng/mL. Besides routine luteal support, the group V was offered with additional oral dydrogesterone 10 mg twice daily to HCG test (ALS group).After a multiple regression analysis, a similar higher hCG positive rate, clinic pregnancy rate and lower early pregnancy loss rate were achieved in group I and group V. In contrast to group I, group IV demonstrated significant lower HCG positive rate (OR = 0.65 [0.43; 0.99], p = .05), lower clinic pregnancy rate (OR = 0.60 [0.41; 0.88], p < .01) and significant higher early pregnancy loss rate (OR = 1.80 [1.08; 2.99], p = .02). The group III also resulted in significant lower clinic pregnancy rate (OR = 0.56 [0.36; 0.87], p = .01). The live birth rate tended to be higher in group I and group V but without a significant difference.Following agonist protocol, additional luteal support might improve IVF outcomes in patients with low serum P4 level in the middle luteal phase.