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1.
Int J Mol Sci ; 23(20)2022 Oct 18.
Article in English | MEDLINE | ID: mdl-36293324

ABSTRACT

Developmental instability (DI) is thought to be inversely related to a capacity of an organism to buffer its development against random genetic and environmental perturbations. DI is represented by a trait's inter- and intra-individual variabilities. The inter-individual variability (inversely referred to as canalization) indicates the capability of organisms to reproduce a trait from individual to individual. The intra-individual variability reflects an organism's capability to stabilize a trait internally under the same conditions, and, for symmetric traits, it is expressed as fluctuating asymmetry (FA). When representing a trait as a random variable conditioned on environmental fluctuations, it is clear that, in statistical terms, the DI partitions into "extrinsic" (canalization) and "intrinsic" (FA) components of a trait's variance/noise. We established a simple statistical framework to dissect both parts of a symmetric trait variance/noise using a PCA (principal component analysis) projection of the left/right measurements on eigenvectors followed by GAMLSS (generalized additive models for location scale and shape) modeling of eigenvalues. The first eigenvalue represents "extrinsic" and the second-"intrinsic" DI components. We applied this framework to investigate the impact of mother-fetus major histocompatibility complex (MHC)-mediated immune cross-talk on gene expression noise and developmental stability. We showed that "intrinsic" gene noise for the entire transcriptional landscape could be estimated from a small subset of randomly selected genes. Using a diagnostic set of genes, we found that allogeneic MHC combinations tended to decrease "extrinsic" and "intrinsic" gene noise in C57BL/6J embryos developing in the surrogate NOD-SCID and BALB/c mothers. The "intrinsic" gene noise was negatively correlated with growth (embryonic mass) and the levels of placental growth factor (PLGF), but not vascular endothelial growth factor (VEGF). However, it was positively associated with phenotypic growth instability and noise in PLGF. In mammals, the mother-fetus MHC interaction plays a significant role in development, contributing to the fitness of the offspring. Our results demonstrate that a positive impact of distant MHC combinations on embryonic growth could be mediated by the reduction of "intrinsic" gene noise followed by the developmental stabilization of growth.


Subject(s)
Endothelial Growth Factors , Mothers , Mice , Animals , Female , Humans , Placenta Growth Factor , Vascular Endothelial Growth Factor A , Phenotype , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, SCID , Fetus , Gene Expression , Mammals
2.
Int J Mol Sci ; 22(19)2021 Sep 30.
Article in English | MEDLINE | ID: mdl-34638989

ABSTRACT

The latest vaccination campaign has actualized the potential impact of antigenic stimuli on reproductive functions. To address this, we mimicked vaccination's effects by administering keyhole limpet hemocyanin (KLH ) to CD1 male mice and used their sperm for in vitro fertilization (IVF). Two-cell embryos after IVF with spermatozoa from control (C) or KLH-treated (Im) male mice were transferred to surrogate mothers mated with vasectomized control (C) or KLH-treated (Im) male mice, resulting in four experimental groups: C-C, Im-C, C-Im, and Im-Im. The pre-implantation losses were significantly lower in the Im-C group than in the C-Im group. At the same time, the resorption rates reduced markedly in the C-Im compared to the Im-C group. Embryo and placenta weights were significantly higher in the Im-Im group. Although the GM-CSF levels were lower in the amniotic fluid of the gestating surrogate mothers in the Im-Im group, they were strongly correlated with embryo mass. The number-size trade-off was only significant in the Im-Im group. This suggests a positive, cooperative effect of spermatozoa and seminal fluid from immune-primed males on embryo growth and the optimal distribution of surrogate mother maternal resources despite the negative impact of males' antigenic challenge on the IVF success rate.


Subject(s)
Adjuvants, Immunologic/administration & dosage , Embryo Transfer/methods , Embryonic Development/immunology , Fertilization in Vitro/methods , Hemocyanins/administration & dosage , Semen/immunology , Spermatozoa/immunology , Vaccination/methods , Animals , Antibodies/blood , Blastocyst/immunology , Blastocyst/metabolism , Cell Division/immunology , Embryo Implantation/immunology , Female , Hemocyanins/immunology , Immunoglobulin G/blood , Male , Mice , Pregnancy , Vasectomy/methods
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