Genomic and physiological responses to strong selective pressure during late organogenesis: how natural Fundulus heteroclitus populations cope with persistent environmental pollution Superfund Site
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ABSTRACT:
ORGANISM(S): Fundulus heteroclitus
SUBMITTER: Marjorie Oleksiak
PROVIDER: E-GEOD-47654 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
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Project description:This study presents statistical analyses of gene expression during all 40 developmental stages in the teleost Fundulus heteroclitus using four biological replicates per stage. Patterns of gene expression for 7,000 genes appear to be important as they recapitulate developmental timing. Among the 45% of genes with significant expression differences between pairs of temporally adjacent stages, significant differences in gene expression vary from as few as five to more than 660. Five adjacent stages have disproportionately more significant changes in gene expression (>200 genes) relative to other stages: four to eight and eight to sixteen cell stages, onset of circulation, pre- and post-hatch, and during complete yolk absorption. The fewest differences among adjacent stages occur during gastrulation. Yet, at stage 16 (pre-mid-gastrulation), the largest number of genes has peak expression. This stage has an over-representation of genes in oxidative respiration and protein expression (ribosomes, translational genes and proteases). Unexpectedly, among all ribosomal genes, both strong positive and negative correlations occur. Similar correlated patterns of expression occur among all significant genes. These data provide statistical support for the temporal dynamics of developmental gene expression during all stages of vertebrate development. A double-loop design was used for the microarray hybridizations, where each sample is hybridized to 2 arrays using both Cy3- and Cy5-labelled fluorophores (Kerr and Churchill 2001a; Kerr and Churchill 2001b). The loop consisted of Cy3- and Cy5-labelled embryo aRNAs from 4 biological pools for each of 40 stages (S). In total, 160 biological pools were hybridized to 80 microarrays. Each array had different combinations of biological pools (Altman and Hua 2006). The double loop formed was S1M-bM-^FM-^R S2 M-bM-^FM-^R S3M-bM-^FM-^R M-bM-^@M-& S40M-bM-^FM-^R S1 and S40M-bM-^FM-^R S39M-bM-^FM-^R S38M-bM-^FM-^R M-bM-^@M-& S2M-bM-^FM-^R S1 M-bM-^FM-^R S40, where each arrow represents a separate hybridization (array) with the biological pool at the base of the arrow labeled with Cy3 and the biological pool at the head of the arrow labelled with Cy5.
2011-04-19 | E-GEOD-21372 | biostudies-arrayexpress
Project description:This study presents statistical analyses of gene expression in 5, 10 and 15 day post-fertilization (dpf) embryos of the teleost Fundulus heteroclitus treated with control vehicle (DMSO) or a potent non-ortho-PCB (PCB-126; 3,3’,4,4’,5-pentachlorobiphenyl). The embryos were from two populations: a clean, reference population (SC, Scorton Creek, MA USA) and a polluted Superfund population (N, New Bedford Harbor, MA USA). For each site, eggs from 8 females (~1100 total) were fertilized using minced testes from 5 males. After non-fertile eggs were culled, embryos were exposed to vehicle (DMSO; 0.1%) or PCB-126 (50 nM) in filtered seawater (salinity 25 part per thousand, 65 embros per 20 ml in glass petri dish) for 4 hr at 20º C. After exposure, the embryos were washed in filtered seawater and incubated at 20º C under a 14-h light, 10-h dark cycle. At 5-, 10-, and 15-dpf, embryos were collected as three pools of 20 embryos from each treatment group and flash frozen in liquid nitrogen and stored at -80º C until used for RNA isolation. A loop design was used for the microarray hybridizations where each sample is hybridized to 2 arrays using both Cy3 and Cy5 labeled fluorophores. We used three loops in which each loop consisted of Cy3- and Cy5-labeled embryo aRNAs from 12 samples: one sample from each population-treatment-time combination. Within a population-treatment-time, embryos were randomly assigned to one of the three loops. In total, 36 embryos were hybridized to 36 microarrays. The loops formed were SC5C→ SC5P → NBH5C→ NBH5P →SC10C→ SC10P→ NBH10C→ NBH10P → SC15C→ SC15P → NBH15C → NBH15P → SC5C, where each arrow represents a separate hybridization (array) with the biological sample at the base of the arrow labeled with Cy3 and the biological sample at the head of the arrow labeled with Cy5. SC represents the Scorton Creek, Sandwich, MA population (reference), NBH represents the New Bedford Harbor, MA population, C represents control dose (DMSO), P represents the PCB-126 dose, 5 represents 5 dpf, 10 represents 10 dpf and 15 represents 15 dpf.
2011-06-06 | E-GEOD-25245 | biostudies-arrayexpress
Project description:Aluminum (Al) toxicity is a major factor limiting crop yields on acid soils. In maize, Al tolerance is a complex phenomenon involving multiple genes and physiological mechanisms yet uncharacterized. To begin elucidating the molecular basis of maize Al toxicity and tolerance, we performed a detailed temporal analysis of root gene expression under Al stress using microarrays with an Al-tolerant and an Al-sensitive maize genotype. Seedlings of both genotypes were grown in hydroponics in a full nutrient solution containing 39uM of free Al3+ activity. Root samples were collected at 'time zero', and after 2, 6 and 24 hours of treatment. Time course experiment with 0h, 2h, 6h and 24 hours of Al treatment in two maize genotypes contrasting for Al tolerance. The experimental design used for the microarray study was of two interconnected loops, and utilized a total of 16 slide sets. Samples collected from each genotype at one time point were contrasted with the previous and subsequent time points in a loop (4 time points x 2 genotypes = 8 slide sets). Additionally, the loops were interconnected (with dye swap) so that the two genotypes were contrasted directly at each time point (4 time points x 2 replicates = 8 slide sets). The design was balanced for dye distribution throughout samples and biological replicates. Each sample was labeled twice with Cy3 and twice with Cy5; each biological replicate had four samples labeled with Cy3 and four samples labeled with Cy5. The Sample signal intensity values were log2 transformed and analyzed by two interconnected ANOVA mixed models using PROC MIXED in SAS (Jin et al., 2001; Wolfinger et al., 2001). The normalization ANOVA model yij = µ + Ai + Dj + (A x D)ij + eij was applied to account for experiment-wide sources of variation associated with array (Ai, degrees of freedom (df) = 15, random effect), dye (Dj, df = 1, fixed effect), and their interactions. The residuals (eij) were treated as normalized values and analyzed in the following ANOVA model (gene model), where effects were evaluated for each gene individually: rikl = µ + Ai + Gk + Tl + (G x T)kl + ekl. Gk is the kth genotype (i.e. C100-6 or L53; df = 1) and represents the effect of each genotype on the expression of every gene, Tl represents the lth treatment (i.e. 0, 2, 6 or 24 hours of Al treatment; df = 3), and (G x T)kl the interaction between genotype and treatment (df = 3). Array (Ai) was included as a random effect to control for spot effects (Jin et al., 2001). Least square means were calculated, and estimates of differential expression were calculated as the difference between least-square means for each of the terms in the model. ANOVA results linked below as Supplementary files.
2010-05-26 | E-GEOD-10308 | biostudies-arrayexpress
Project description:One of the hallmarks of multiple myeloma (MM) is a permissive BM microenvironment. Increasing evidence suggest that cell-to-cell communication between myeloma and immune cells via tumor cell-derived extracellular vesicles (EV) plays a key role in the pathogenesis of MM. Hence, we aimed to explore BM immune alterations induced by MM-derived EV. For this, we inoculated immunocompetent BALB/cByJ mice with a myeloma cell line - MOPC315.BM -, inducing a MM phenotype. Upon tumor establishment, characterization of the BM microenvironment revealed the expression of both activation and suppressive markers by lymphocytes, such as Granzyme b and PD-1, respectively. In addition, conditioning of the animals with MOPC315.BM-derived EV, before transplantation of the MOPC315.BM tumor cells, did not anticipate the disease phenotype. However, it induced features of suppression in the BM milieu, such as an increase in PD-1 expression by CD4+ T cells. Overall, our findings reveal the involvement of MOPC315.BM-derived EV protein content as promoters of immune niche remodeling, strengthening the importance of assessing the mechanisms by which MM may impact the immune microenvironment.
2022-07-05 | PXD032934 | Pride
Project description:MUC1 is a tumor-associated antigen that is aberrantly expressed in cancer and inflammatory bowel disease (IBD). Even though immune cells express low MUC1 levels, their modulations of MUC1 are important in tumor progression. Consistent with previous clinical data that show increased myeloid-derived suppressor cells (MDSCs) in IBD, we now show that down-regulation of MUC1 on hematopoietic cells increases MDSCs in IBD, similar to our data in tumor-bearing mice. We hypothesize that MDSC expansion in IBD is critical for tumor progression. In order to mechanistically confirm the linkage between Muc1 down-regulation and MDSC expansion, we generated chimeric mice that did not express Muc1 in the hematopoietic compartment (KOM-bM-^FM-^RWT). These mice were used in 2 models of colitis and colitis-associated cancer (CAC) and their responses were compared to wildtype chimeras (WTM-bM-^FM-^RWT). KOM-bM-^FM-^RWT mice show increased levels of MDSCs during colitis that was responsible for the larger colon tumors that eventually developed in these mice. Using microarray and qRT-PCR analysis, we observed increased pro-tumorigenic signaling in the colons of KOM-bM-^FM-^RWT mice during colitis as compared to WTM-bM-^FM-^RWT mice. Our RNA (microarray and qRT-PCR analysis) and protein analysis demonstrate increased up-regulation of metalloproteinases, collagenases, defensins, complements, growth factors, cytokines and chemokines in KOM-bM-^FM-^RWT mice as compared to WTM-bM-^FM-^RWT mice. Antibody-mediated depletion of MDSCs in mice during colitis reduced colon tumor formation during CAC. Development of CAC is a serious complication of colitis and our data highlight MDSCs as a targetable link between inflammation and cancer. A total of 12 samples were analysed. RNA was made from the mucosa of the colon of WTM-bM-^FM-^RWT and KOM-bM-^FM-^RWT mice that were either untreated or treated with azoxymethane (AOM) and dextran sodium sulfate (DSS). There are 4 groups, n=3 for each group: untreated WTM-bM-^FM-^RWT mice, untreated KOM-bM-^FM-^RWT mice, AOM+DSS treated WTM-bM-^FM-^RWT mice, AOM+DSS treated KOM-bM-^FM-^RWT mice = 12 samples in total.
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2023-07-17 | PXD036883 | Pride
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2015-02-14 | E-GEOD-65935 | biostudies-arrayexpress