doi:10.1016/j.cbpc.2006.06.003
Copyright © 2006 Elsevier Inc. All rights reserved.
Microarray analysis identifies keratin loci as sensitive biomarkers for thyroid hormone disruption in the salamander Ambystoma mexicanum
Robert B. Pagea, 1, James R. Monaghana, 1, Amy K. Samuelsa, Jeramiah J. Smitha, Christopher K. Beachyb and S. Randal Vossa,
, 
aDepartment of Biology and Spinal Cord and Brain Injury Research Center, University of Kentucky, Lexington, KY 40506, United States
bDepartment of Biology, Minot State University, Minot, ND 58707, United States
Received 6 February 2006;
revised 17 June 2006;
accepted 19 June 2006.
Available online 22 June 2006.
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Abstract
Ambystomatid salamanders offer several advantages for endocrine disruption research, including genomic and bioinformatics resources, an accessible laboratory model (Ambystoma mexicanum), and natural lineages that are broadly distributed among North American habitats. We used microarray analysis to measure the relative abundance of transcripts isolated from A. mexicanum epidermis (skin) after exogenous application of thyroid hormone (TH). Only one gene had a > 2-fold change in transcript abundance after 2 days of TH treatment. However, hundreds of genes showed significantly different transcript levels at days 12 and 28 in comparison to day 0. A list of 123 TH-responsive genes was identified using statistical, BLAST, and fold level criteria. Cluster analysis identified two groups of genes with similar transcription patterns: up-regulated versus down-regulated. Most notably, several keratins exhibited dramatic (1000 fold) increases or decreases in transcript abundance. Keratin gene expression changes coincided with morphological remodeling of epithelial tissues. This suggests that keratin loci can be developed as sensitive biomarkers to assay temporal disruptions of larval-to-adult gene expression programs. Our study has identified the first collection of loci that are regulated during TH-induced metamorphosis in a salamander, thus setting the stage for future investigations of TH disruption in the Mexican axolotl and other salamanders of the genus Ambystoma.
Keywords: Ambystoma; Mexican axolotl; Microarray; Endocrine disruption; Thyroid hormone; Metamorphosis; Keratin; RT-PCR
Fig. 1. Volcano plot of the 4844 probe sets on our Affymetrix arrays that were tested for significant differences in hybridization intensity (transcript abundance) across time via ANOVA. Points below the dark horizontal line are not significant after adjusting the FDR to 0.001.
Fig. 2. Graphical representation of the gene ontologies for 123 probe sets. (a) The proportion of genes that fit into one, two, three, or four or more biological process categories. (b) The proportion of the 265 ontologies that fit into each category. The mean number of ontologies per gene = 2.15. (c) The number of genes that are located in each of the ontology categories. Some genes are in more than one category. (d) The proportion of genes that are in each category when genes are assigned to only one category. Assignments were made in decreasing order of priority from the following list (i.e., one is highest priority): (1) apoptosis, (2) development, (3) immune response, (4) detection of external stimulus, (5) response to stress, (6) cell adhesion, (7) cell organization and biogenesis, (8) cell communication, (9) cell cycle, (10) ion transport, (11) transport, (12) proteolysis, (13) metabolism, (14), physiological process, (15) unknown, (16) no hit in DAVID.
Fig. 3. Expression profiles of the two clusters obtained from the SOM algorithm. (a) Cluster 1 (up regulated) contains 61 genes. (b) Cluster 2 (down regulated) contains 62 genes. Gene names are given based on the best BLASTX hit to the human genome.
Fig. 4. Down-regulated keratins. The y-axis represents intensity (arbitrary units), and the x-axis represents days (0, 2, 12, 28). Gene names are given based on the best BLASTX hit to the human genome. Dark circles represent the mean of three samples ± S.E.
Fig. 5. Up-regulated keratins. The y-axis represents intensity (arbitrary units) and the x-axis represents days (0, 2, 12, 28). Gene names are given based on the best BLASTX hit to the human genome. Dark circles represent the mean of three samples ± S.E.
Fig. 6. RT-PCR of keratins. Columns represent 0, 2, and 12 days of T4 treatment.
Table 1.
Primers used for RT-PCR

Contig IDs represent curated salamander EST assemblies with F indicating the 5′ primer and R indicating the 3′ primer. Gene names represent the common name for the best human RefSeq protein sequence. GAPDH stands for the transcript glyceraldehyde-3-phosphate dehydrogenase.
Table 2.
Keratin probe sets evaluated by RT-PCR


Statistically significant as assessed by ANOVA after controlling for multiple testing using a false discovery rate (FDR) threshold of 0.001.
Table 3.
List of 62 up-regulated genes showing best BLAST hits and expression levels

Sal IDs correspond to Ambystoma mexicanum contigs used for probe production. Sequence similarity was assessed using the entire contig sequence. Day 2, day 12, and day 28 columns are the average fold changes compared to day 0.
Table 4.
List of 61 down-regulated genes showing best BLAST hits and expression levels

Sal IDs correspond to Ambystoma mexicanum contigs used for probe production. Sequence similarity was assessed using the entire contig sequence. Day 2, day 12, and day 28 columns are the average fold changes compared to day 0.