Dataset Information

Maternal blood transcriptome reflects fetal maturation at the end of the organogenesis in cattle.

ABSTRACT: In cattle, harnessing information from the maternal blood to predict fetal health and development is attractive yet scarcely explored. We hypothesised that variations in fetal growth at the end of the organogenesis period impact on the molecular profile of fetal organs and is reflected in the maternal blood transcriptome. The objectives were to determine the transcriptomic modifications in maternal blood and in fetal liver, gonads, and heart according to fetal weight and to model a molecular signature based on the fetal organs allowing the prediction of fetal weight from the maternal blood transcriptome. In addition to a contemporaneous maternal blood sample, organ samples were collected from 10 male fetuses at day 42 day of gestation for RNA-sequencing. Fetal weight ranged from 1.25 to 1.69 gr (mean 1.44 ± 0.15 gr). Data were analysed through co-expression cluster analysis to identify biologically relevant genes dynamically changing according to fetal weight in each fetal organ and in maternal blood. Results revealed clusters of genes, the expression of which was positively correlated with fetal weight, and which enriched ontological terms involved in the organ functionality. For the heart, the 1346 co-expressed genes were involved in energy generation and protein synthesis. For the gonads, the 1042 co-expressed genes enriched seminiferous tubule development. The 459 co-expressed genes identified in the liver were associated with lipid synthesis and metabolism. Finally, the cluster of 571 co-expressed genes determined in maternal blood enriched oxidative phosphorylation and thermogenesis. The expression patterns of the common genes between the clusters in each fetal organ and the cluster in maternal blood were employed to construct a predictive regression model of fetal weight. The data from the fetal organs were used to train the model, and the data from the maternal blood were used to test it. The best prediction was achieved when the model was trained with the 35 common genes between heart and maternal blood (root mean square error=0.04, R-square=0.93). In conclusion, linking transcriptomic information from maternal blood with that from the fetal heart unveils maternal blood as a sensor of fetal development.

ORGANISM(S): Bos taurus

PROVIDER: GSE230294 | GEO | 2023/10/06

REPOSITORIES: GEO

ACCESS DATA

Similar Datasets

Project description:Compairsion of transcriptional profiles of heart and skeletal muscle tissue of fetal rhesus monkey exposed to maternal Bisphenol A or vehicle during early or late gestaion. Maternal exposure to the endocrine disrupting chemical, bisphenol A (BPA) affects the development of multiple organ systems in rodents and monkeys. However, effects of BPA exposure on cardiac and skeletal muscle development have not been assessed. Given that maternal BPA crosses placenta and reaches developing fetus, examining the physiological consequences of gestational exposure during development is of research significance. Therefore, we evaluate the effects of daily, oral BPA exposure of pregnant rhesus monkeys (Macaca mulatta) on the fetal heart and skeletal muscle transcriptome. Pregnant monkeys were administered daily oral doses (400 M-BM-5g/kg body weight) of BPA during early (50 M-bM-^@M-^S100 M-BM-1 2 days post conception, dpc) or late (100 M-BM-1 2 dpc - term), gestation. At the end of treatment, fetal heart tissues; left ventricle (LV), right ventricle (RV), left atrium (LA), right atrium (RA) and skeletal muscle; biceps femoris (BFM), were collected. Transcriptome expression was assessed using genome-wide microarray in each of the tissues and compared paired-wise between the BPA and matched control fetuses. Our results show that maternal BPA exposure alters transcriptional profile of several coding and non-coding genes in fetal heart and skeletal muscle. Pregnant rhesus monkey were administered a daily oral dose of 400 M-NM-<g/kg. body weight of Bisphenol A (BPA) or vehicle (CON) either during early (50M-bM-^@M-^S100 M-BM-1 2 days) or late (100 M-BM-1 2 daysM-bM-^@M-^Sterm) gestation. Gene expression profiles of each of the heart chambers (left ventricle, LV; right ventricle, RV; left atrium, LA; and right atrium, RA) and skeletal muscle (biceps femoris, BFM) were analyzed using microarrays and compared between the BPA exposed and matched control fetuses. A total of 12 samples were analyzed for each tissue; LV, RV, LA, RA and BFM. This includes 6 samples at each time period (early vs. late gestation) and 3 biological replicates for each treatment (BPA, n=3; control, n=3).

Dataset Information

Maternal blood transcriptome reflects fetal maturation at the end of the organogenesis in cattle.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure