Current scientific guidelines recommend collecting placental specimens within two hours of delivery for gene expression analysis. However, collecting samples in a narrow time window is a challenge in the dynamic and unpredictable clinical setting, so delays in placental specimen collection are possible. The purpose of our analysis was to investigate temporal changes in placental gene expression by longitudinally sampling placentas over a 24h period. Eight placentas from individuals with uncomplicated, term pregnancies delivered by scheduled cesarean section were collected and sampled following the placental delivery and again at 1, 2, 4, 6, and 24h post-delivery. At each time point, biopsies of chorionic villous tissue were taken from 3 cotyledons to account for intra-placental heterogeneity. The 3 biopsies from each time point were pooled prior to RNA extraction. Expression of 382mRNA transcripts was quantified using the NanoString nCounter System. Fold change values were calculated for each time point relative to delivery, and a fold change threshold of 1.25 was used to determine a meaningful change from delivery. Based on a fold change threshold of 1.25, 84.3% of transcripts were stable for at least 1h, 80.2% were stable for at least two hours, and 20.6% of transcripts were stable through the collection at 24h. Our results suggest that for some mRNA transcripts, expression changes as time to sample collection increases. We have developed a Web application to allow investigators to explore transcripts relevant to their research interests and to set appropriate thresholds to aid in determining whether placentas with delayed sample collection can be included in analyses (https://placentaexpression.foundationsofhealth.org/).