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Hammoudeh N, Hasan R, Deeb M, Radwan Z, Ayoubi O, Alendary R, Youssef M, Kazan A, Alsahli R, Faiad W, Aldeli N, Hanano A. Exploring transcriptomic databases to identify and experimentally validate tissue-specific consensus reference gene for gene expression normalization in BALB/c mice acutely exposed to 2,3,7,8-Tetrachlorodibenzo- p-dioxin. Curr Res Toxicol 2025; 8:100234. [PMID: 40391131 PMCID: PMC12088766 DOI: 10.1016/j.crtox.2025.100234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2025] [Revised: 04/13/2025] [Accepted: 04/16/2025] [Indexed: 05/21/2025] Open
Abstract
2,3,7,8-Tetrachlorodibenzo-p-dioxin (TCDD) is a toxic compound affecting organs like the liver, kidney, lung, and reproductive systems in mammals. This study outlines a strategy for choosing appropriate HKGs for tissue-specific gene expression analysis in TCDD toxicity, including four steps: i) identifying candidate HKGs from literature and databases; ii) defining primers from literature or designing new ones; iii) validating primer efficiency and specificity; iv) experimentally assessing candidate HKGs' stability in various tissues of TCDD-exposed mice. Based on this strategy, a total of 40 potential HKGs was selected, further filtered based on their database sources and ranked according to their frequency of use or expression stability. Ultimately, we identified a final set of 15 HKGs (Rps18, Calr, Polr2b, Brms1l, P4hb, Esd, Hdgf, Gapdh, Mlec, Tbp, Rn18s, Sdha, B2m, Actr3 and Actb) with typical efficiencies for further evaluation. Then, the stability of the selected HKGs was determined in the liver, kidney, lung, ovary and testis of TCDD-exposed mouse compared to the control group using the [log (2ΔCt)] and statistically analyzed using Pearson correlation coefficient (r) by BestKeeper algorithm. Our data analysis revealed that Actb, Rps18, and Polr2b were the most stable HKGs for normalizing gene expression in the liver, while Sdha, Actb, and Gapdh were suitable for kidney tissue. In the lung, Tbp, Sdha, and Rps18 showed stability, while Tbp, B2m, and Actb were most stable in ovary. Lastly, Actb, B2m, and Tbp were accurately stable in the testis of TCDD-exposed mice. Our study identifies stable HKGs, improving TCDD toxicity research accuracy and reliability.
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Affiliation(s)
- Nour Hammoudeh
- Department of Animal Biology, Faculty of Sciences, University of Damascus, Damascus, Syria
| | - Reem Hasan
- Distinction and Creativity Agency, Damascus, Syria
| | | | - Zuher Radwan
- Department of Biochemistry and Microbiology, Faculty of Pharmacy, University of Kalamoon, Deir Atiyah, Syria
| | - Omar Ayoubi
- Department of Biochemistry and Microbiology, Faculty of Pharmacy, University of Kalamoon, Deir Atiyah, Syria
| | - Roaa Alendary
- Department of Biochemistry and Microbiology, Faculty of Pharmacy, University of Kalamoon, Deir Atiyah, Syria
| | - Mouayad Youssef
- Department of Biochemistry and Microbiology, Faculty of Pharmacy, University of Kalamoon, Deir Atiyah, Syria
| | - Abdulfattah Kazan
- Department of Biochemistry and Microbiology, Faculty of Pharmacy, University of Kalamoon, Deir Atiyah, Syria
| | - Rasil Alsahli
- Department of Biochemistry and Microbiology, Faculty of Pharmacy, University of Kalamoon, Deir Atiyah, Syria
| | - Walaa Faiad
- Department of Animal Biology, Faculty of Sciences, University of Damascus, Damascus, Syria
| | - Nour Aldeli
- Department of Animal Biology, Faculty of Science, Al Furat University, Deir-ez-Zor, Syria
| | - Abdulsamie Hanano
- Department of Molecular Biology and Biotechnology, Atomic Energy Commission of Syria (AECS), Damascus, Syria
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de Santana MR, Argolo DS, Lima IS, dos Santos CC, Victor MM, Ramos GDS, do Nascimento RP, Ulrich H, Costa SL. Naringenin Exhibits Antiglioma Activity Related to Aryl Hydrocarbon Receptor Activity and IL-6, CCL2, and TNF-α Expression. Brain Sci 2025; 15:325. [PMID: 40149846 PMCID: PMC11940588 DOI: 10.3390/brainsci15030325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2025] [Revised: 03/13/2025] [Accepted: 03/18/2025] [Indexed: 03/29/2025] Open
Abstract
BACKGROUND Glioblastoma (GBM) is a highly aggressive brain tumor characterized by rapid cell proliferation, invasive behavior, and chemoresistance. The aryl hydrocarbon receptor (AhR) is implicated in chemoresistance and immune evasion, making it a promising therapeutic target. Natural compounds such as flavonoids have gained attention for their anti-inflammatory, antioxidant, and anticancer properties. Among them, naringenin, a citrus-derived flavonoid, exerts antiproliferative, pro-apoptotic, and immunomodulatory effects. OBJECTIVES This study investigated the antiglioma effects of the flavonoid naringenin on the viability, growth, and migration of glioma cells and its potential role as an AhR modulator. METHODS Human (U87) and rat (C6) glioma cell lines were exposed to naringenin (10-300 µM) alone or in combination with the AhR agonist indole-3-carbinol (50 µM) for 24 to 48 h. Cell viability, scratch wound, and cell migration assays were performed. The expression of inflammatory markers was also analyzed by RT-qPCR. RESULTS Naringenin exerted dose- and time-dependent inhibition of cell viability and migration. The treatment decreased the gene expression of interleukin-6 (IL-6) and chemokine (CCL2), alongside increased tumor necrosis factor-alpha (TNF-α) expression, an effect reversed by the AhR agonist. CONCLUSIONS These findings highlight naringenin's potential as an antiglioma agent and its role in AhR signaling.
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Affiliation(s)
- Monique Reis de Santana
- Laboratory of Neurochemistry and Cellular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador 40231-300, Brazil; (M.R.d.S.); (D.S.A.); (I.S.L.); (C.C.d.S.); (R.P.d.N.)
| | - Deivison Silva Argolo
- Laboratory of Neurochemistry and Cellular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador 40231-300, Brazil; (M.R.d.S.); (D.S.A.); (I.S.L.); (C.C.d.S.); (R.P.d.N.)
| | - Irlã Santos Lima
- Laboratory of Neurochemistry and Cellular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador 40231-300, Brazil; (M.R.d.S.); (D.S.A.); (I.S.L.); (C.C.d.S.); (R.P.d.N.)
| | - Cleonice Creusa dos Santos
- Laboratory of Neurochemistry and Cellular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador 40231-300, Brazil; (M.R.d.S.); (D.S.A.); (I.S.L.); (C.C.d.S.); (R.P.d.N.)
| | - Maurício Moraes Victor
- Department of Organic Chemistry, Institute of Chemistry, Federal University of Bahia, Salvador 40231-300, Brazil; (M.M.V.); (G.d.S.R.)
| | - Gabriel dos Santos Ramos
- Department of Organic Chemistry, Institute of Chemistry, Federal University of Bahia, Salvador 40231-300, Brazil; (M.M.V.); (G.d.S.R.)
| | - Ravena Pereira do Nascimento
- Laboratory of Neurochemistry and Cellular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador 40231-300, Brazil; (M.R.d.S.); (D.S.A.); (I.S.L.); (C.C.d.S.); (R.P.d.N.)
| | - Henning Ulrich
- Department of Biochemistry, Institute of Chemistry, University of São Paulo, São Paulo 05508-220, Brazil;
| | - Silvia Lima Costa
- Laboratory of Neurochemistry and Cellular Biology, Institute of Health Sciences, Federal University of Bahia, Salvador 40231-300, Brazil; (M.R.d.S.); (D.S.A.); (I.S.L.); (C.C.d.S.); (R.P.d.N.)
- National Institute of Translational Neuroscience (INNT), Rio de Janeiro 21941-902, Brazil
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Bunde TT, Pedra ACK, de Oliveira NR, Dellagostin OA, Bohn TLO. A systematic review on the selection of reference genes for gene expression studies in rodents: are the classics the best choice? Mol Biol Rep 2024; 51:1017. [PMID: 39327364 DOI: 10.1007/s11033-024-09950-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 09/16/2024] [Indexed: 09/28/2024]
Abstract
Rodents are commonly used as animal models in studies investigating various experimental conditions, often requiring gene expression analysis. Quantitative real-time reverse transcription PCR (RT-qPCR) is the most widely used tool to quantify target gene expression levels under different experimental conditions in various biological samples. Relative normalization with reference genes is a crucial step in RT-qPCR to obtain reliable quantification results. In this work, the main reference genes used in gene expression studies among the three rodents commonly employed in scientific research-hamster, rat, and mouse-are analyzed and described. An individual literature search for each rodent was conducted using specific search terms in three databases: PubMed, Scopus, and Web of Science. A total of 157 articles were selected (rats = 73, mice = 79, and hamsters = 5), identifying various reference genes. The most commonly used reference genes were analyzed according to each rodent, sample type, and experimental condition evaluated, revealing a great variability in the stability of each gene across different samples and conditions. Classic genes, which are expected to be stably expressed in both samples and conditions analyzed, demonstrated greater variability, corroborating existing concerns about the use of these genes. Therefore, this review provides important insights for researchers seeking to identify suitable reference genes for their validation studies in rodents.
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Affiliation(s)
- Tiffany T Bunde
- Laboratório de Vacinologia, Núcleo de Biotecnologia, Centro de Desenvolvimento Tecnológico, Universidade Federal de Pelotas, Pelotas, RS, Brazil
| | - Ana C K Pedra
- Laboratório de Vacinologia, Núcleo de Biotecnologia, Centro de Desenvolvimento Tecnológico, Universidade Federal de Pelotas, Pelotas, RS, Brazil
| | - Natasha R de Oliveira
- Laboratório de Vacinologia, Núcleo de Biotecnologia, Centro de Desenvolvimento Tecnológico, Universidade Federal de Pelotas, Pelotas, RS, Brazil
| | - Odir A Dellagostin
- Laboratório de Vacinologia, Núcleo de Biotecnologia, Centro de Desenvolvimento Tecnológico, Universidade Federal de Pelotas, Pelotas, RS, Brazil
| | - Thaís L O Bohn
- Laboratório de Vacinologia, Núcleo de Biotecnologia, Centro de Desenvolvimento Tecnológico, Universidade Federal de Pelotas, Pelotas, RS, Brazil.
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Garcia N, Rahman MM, Arellano CL, Banakh I, Yung-Chih C, Peter K, Cleland H, Lo CH, Akbarzadeh S. Graft-Host Interaction and Its Effect on Wound Repair Using Mouse Models. Int J Mol Sci 2023; 24:16277. [PMID: 38003467 PMCID: PMC10671506 DOI: 10.3390/ijms242216277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 11/06/2023] [Accepted: 11/10/2023] [Indexed: 11/26/2023] Open
Abstract
Autologous skin grafting has been commonly used in clinics for decades to close large wounds, yet the cellular and molecular interactions between the wound bed and the graft that mediates the wound repair are not fully understood. The aim of this study was to better understand the molecular changes in the wound triggered by autologous and synthetic grafting. Defining the wound changes at the molecular level during grafting sets the basis to test other engineered skin grafts by design. In this study, a full-thickness skin graft (SKH-1 hairless) mouse model was established. An autologous full-thickness skin graft (FTSG) or an acellular fully synthetic Biodegradable Temporising Matrix (BTM) was grafted. The wound bed/grafts were analysed at histological, RNA, and protein levels during the inflammation (day 1), proliferation (day 5), and remodelling (day 21) phases of wound repair. The results showed that in this mouse model, similar to others, inflammatory marker levels, including Il-6, Cxcl-1, and Cxcl-5/6, were raised within a day post-wounding. Autologous grafting reduced the expression of these inflammatory markers. This was different from the wounds grafted with synthetic dermal grafts, in which Cxcl-1 and Cxcl-5/6 remained significantly high up to 21 days post-grafting. Autologous skin grafting reduced wound contraction compared to wounds that were left to spontaneously repair. Synthetic grafts contracted significantly more than FTSG by day 21. The observed wound contraction in synthetic grafts was most likely mediated at least partly by myofibroblasts. It is possible that high TGF-β1 levels in days 1-21 were the driving force behind myofibroblast abundance in synthetic grafts, although no evidence of TGF-β1-mediated Connective Tissue Growth Factor (CTGF) upregulation was observed.
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Affiliation(s)
- Nicole Garcia
- Skin Bioengineering Laboratory, Victorian Adult Burns Service, Alfred Health, 89 Commercial Road, Melbourne, VIC 3004, Australia; (N.G.); (M.M.R.); (C.L.A.); (I.B.); (H.C.); (C.H.L.)
- Department of Surgery, Monash University, 99 Commercial Road, Melbourne, VIC 3004, Australia
| | - Md Mostafizur Rahman
- Skin Bioengineering Laboratory, Victorian Adult Burns Service, Alfred Health, 89 Commercial Road, Melbourne, VIC 3004, Australia; (N.G.); (M.M.R.); (C.L.A.); (I.B.); (H.C.); (C.H.L.)
- Department of Surgery, Monash University, 99 Commercial Road, Melbourne, VIC 3004, Australia
| | - Carlos Luis Arellano
- Skin Bioengineering Laboratory, Victorian Adult Burns Service, Alfred Health, 89 Commercial Road, Melbourne, VIC 3004, Australia; (N.G.); (M.M.R.); (C.L.A.); (I.B.); (H.C.); (C.H.L.)
- Department of Surgery, Monash University, 99 Commercial Road, Melbourne, VIC 3004, Australia
| | - Ilia Banakh
- Skin Bioengineering Laboratory, Victorian Adult Burns Service, Alfred Health, 89 Commercial Road, Melbourne, VIC 3004, Australia; (N.G.); (M.M.R.); (C.L.A.); (I.B.); (H.C.); (C.H.L.)
- Department of Surgery, Monash University, 99 Commercial Road, Melbourne, VIC 3004, Australia
| | - Chen Yung-Chih
- Atherothrombosis and Vascular, Baker Heart and Diabetes Institute, Melbourne, VIC 3004, Australia; (C.Y.-C.); (K.P.)
| | - Karlheinz Peter
- Atherothrombosis and Vascular, Baker Heart and Diabetes Institute, Melbourne, VIC 3004, Australia; (C.Y.-C.); (K.P.)
| | - Heather Cleland
- Skin Bioengineering Laboratory, Victorian Adult Burns Service, Alfred Health, 89 Commercial Road, Melbourne, VIC 3004, Australia; (N.G.); (M.M.R.); (C.L.A.); (I.B.); (H.C.); (C.H.L.)
- Department of Surgery, Monash University, 99 Commercial Road, Melbourne, VIC 3004, Australia
| | - Cheng Hean Lo
- Skin Bioengineering Laboratory, Victorian Adult Burns Service, Alfred Health, 89 Commercial Road, Melbourne, VIC 3004, Australia; (N.G.); (M.M.R.); (C.L.A.); (I.B.); (H.C.); (C.H.L.)
- Department of Surgery, Monash University, 99 Commercial Road, Melbourne, VIC 3004, Australia
| | - Shiva Akbarzadeh
- Skin Bioengineering Laboratory, Victorian Adult Burns Service, Alfred Health, 89 Commercial Road, Melbourne, VIC 3004, Australia; (N.G.); (M.M.R.); (C.L.A.); (I.B.); (H.C.); (C.H.L.)
- Department of Surgery, Monash University, 99 Commercial Road, Melbourne, VIC 3004, Australia
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Prokopec SD, Houlahan KE, Sun RX, Watson JD, Yao CQ, Lee J, P'ng C, Pang R, Wu AH, Chong LC, Smith AB, Harding NJ, Moffat ID, Lindén J, Lensu S, Okey AB, Pohjanvirta R, Boutros PC. Compendium of TCDD-mediated transcriptomic response datasets in mammalian model systems. BMC Genomics 2017; 18:78. [PMID: 28086803 PMCID: PMC5237151 DOI: 10.1186/s12864-016-3446-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2016] [Accepted: 12/20/2016] [Indexed: 02/04/2023] Open
Abstract
Background 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) is the most potent congener of the dioxin class of environmental contaminants. Exposure to TCDD causes a wide range of toxic outcomes, ranging from chloracne to acute lethality. The severity of toxicity is highly dependent on the aryl hydrocarbon receptor (AHR). Binding of TCDD to the AHR leads to changes in transcription of numerous genes. Studies evaluating the transcriptional changes brought on by TCDD may provide valuable insight into the role of the AHR in human health and disease. We therefore compiled a collection of transcriptomic datasets that can be used to aid the scientific community in better understanding the transcriptional effects of ligand-activated AHR. Results Specifically, we have created a datasets package – TCDD.Transcriptomics – for the R statistical environment, consisting of 63 unique experiments comprising 377 samples, including various combinations of 3 species (human derived cell lines, mouse and rat), 4 tissue types (liver, kidney, white adipose tissue and hypothalamus) and a wide range of TCDD exposure times and doses. These datasets have been fully standardized using consistent preprocessing and annotation packages (available as of September 14, 2015). To demonstrate the utility of this R package, a subset of “AHR-core” genes were evaluated across the included datasets. Ahrr, Nqo1 and members of the Cyp family were significantly induced following exposure to TCDD across the studies as expected while Aldh3a1 was induced specifically in rat liver. Inmt was altered only in liver tissue and primarily by rat-AHR. Conclusions Analysis of the “AHR-core” genes demonstrates a continued need for studies surrounding the impact of AHR-activity on the transcriptome; genes believed to be consistently regulated by ligand-activated AHR show surprisingly little overlap across species and tissues. Until now, a comprehensive assessment of the transcriptome across these studies was challenging due to differences in array platforms, processing methods and annotation versions. We believe that this package, which is freely available for download (http://labs.oicr.on.ca/boutros-lab/tcdd-transcriptomics) will prove to be a highly beneficial resource to the scientific community evaluating the effects of TCDD exposure as well as the variety of functions of the AHR. Electronic supplementary material The online version of this article (doi:10.1186/s12864-016-3446-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Stephenie D Prokopec
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Kathleen E Houlahan
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Ren X Sun
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada.,Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada
| | - John D Watson
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Cindy Q Yao
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Jamie Lee
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Christine P'ng
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Renee Pang
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Alexander H Wu
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Lauren C Chong
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Ashley B Smith
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Nicholas J Harding
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada
| | - Ivy D Moffat
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada
| | - Jere Lindén
- Department of Veterinary Biosciences, University of Helsinki, Helsinki, Finland
| | - Sanna Lensu
- Department of Biology of Physical Activity, University of Jyväskylä, Jyväskylä, Finland.,Department of Environmental Health, National Institute for Health and Welfare, Kuopio, Finland
| | - Allan B Okey
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada
| | - Raimo Pohjanvirta
- Laboratory of Toxicology, National Institute for Health and Welfare, Kuopio, Finland.,Department of Food Hygiene and Environmental Health, University of Helsinki, Helsinki, Finland
| | - Paul C Boutros
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, 661 University Avenue, Suite 510, Toronto, ON, M5G 0A3, Canada. .,Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada. .,Department of Medical Biophysics, University of Toronto, Toronto, Canada.
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Melekoglu R, Ciftci O, Cetin A, Basak N, Celik E. The beneficial effects of Montelukast against 2,3,7,8-tetrachlorodibenzo- p -dioxin toxicity in female reproductive system in rats. Acta Cir Bras 2016; 31:557-63. [DOI: 10.1590/s0102-865020160080000009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Accepted: 07/11/2016] [Indexed: 01/15/2023] Open
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Lee J, Prokopec SD, Watson JD, Sun RX, Pohjanvirta R, Boutros PC. Male and female mice show significant differences in hepatic transcriptomic response to 2,3,7,8-tetrachlorodibenzo-p-dioxin. BMC Genomics 2015; 16:625. [PMID: 26290441 PMCID: PMC4546048 DOI: 10.1186/s12864-015-1840-6] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2015] [Accepted: 08/13/2015] [Indexed: 12/21/2022] Open
Abstract
Background 2,3,7,8–tetrachlorodibenzo-p-dixion (TCDD) is the most potent of the dioxin congeners, capable of causing a wide range of toxic effects across numerous animal models. Previous studies have demonstrated that males and females of the same species can display divergent sensitivity phenotypes to TCDD toxicities. Although it is now clear that most TCDD-induced toxic outcomes are mediated by the aryl hydrocarbon receptor (AHR), the mechanism of differential responses to TCDD exposure between sexes remains largely unknown. To investigate the differential sensitivities in male and female mice, we profiled the hepatic transcriptomic responses 4 days following exposure to various amounts of TCDD (125, 250, 500 or 1000 μg/kg) in adult male and female C57BL/6Kuo mice. Results Several key findings were revealed by our study. 1) Hepatic transcriptomes varied significantly between the sexes at all doses examined. 2) The liver transcriptome of males was more dysregulated by TCDD than that of females. 3) The alteration of “AHR-core” genes was consistent in magnitude, regardless of sex. 4) A subset of genes demonstrated sex-dependent TCDD-induced transcriptional changes, including Fmo3 and Nr1i3, which were significantly induced in livers of male mice only. In addition, a meta-analysis was performed to contrast transcriptomic profiles of various organisms and tissues following exposure to equitoxic doses of TCDD. Minimal overlap was observed in the differences between TCDD-sensitive or TCDD-resistant models. Conclusions Sex-dependent sensitivities to TCDD exposure are associated with a set of sex-specific TCDD-responsive genes. In addition, complex interactions between the aryl hydrocarbon and sex hormone receptors may affect the observable differences in sensitivity phenotypes between the sexes. Further work is necessary to better understand the roles of those genes altered by TCDD in a sex-dependent manner, and their association with changes to sex hormones and receptors. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1840-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Jamie Lee
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Canada.
| | - Stephenie D Prokopec
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Canada.
| | - John D Watson
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Canada.
| | - Ren X Sun
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Canada. .,Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada.
| | - Raimo Pohjanvirta
- Department of Food Hygiene and Environmental Health, University of Helsinki, Helsinki, Finland. .,Laboratory of Toxicology, National Institute for Health and Welfare, Kuopio, Finland.
| | - Paul C Boutros
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Canada. .,Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada. .,Department of Medical Biophysics, University of Toronto, Toronto, Canada.
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8
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Prokopec SD, Watson JD, Lee J, Pohjanvirta R, Boutros PC. Sex-related differences in murine hepatic transcriptional and proteomic responses to TCDD. Toxicol Appl Pharmacol 2015; 284:188-96. [PMID: 25703434 DOI: 10.1016/j.taap.2015.02.012] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Revised: 02/06/2015] [Accepted: 02/10/2015] [Indexed: 12/14/2022]
Abstract
2,3,7,8-Tetrachlorodibenzo-p-dioxin (TCDD) is an environmental contaminant that produces myriad toxicities in most mammals. In rodents alone, there is a huge divergence in the toxicological response across species, as well as among different strains within a species. But there are also significant differences between males and females animals of a single strain. These differences are inconsistent across model systems: the severity of toxicity is greater in female rats than males, while male mice and guinea pigs are more sensitive than females. Because the specific events that underlie this difference remain unclear, we characterized the hepatic transcriptional response of adult male and female C57BL/6 mice to 500μg/kg TCDD at multiple time-points. The transcriptional profile diverged significantly between the sexes. Female mice demonstrated a large number of altered transcripts as early as 6h following treatment, suggesting a large primary response. Conversely, male animals showed the greatest TCDD-mediated response 144h following exposure, potentially implicating significant secondary responses. Nr1i3 was statistically significantly induced at all time-points in the sensitive male animals. This mRNA encodes the constitutive androstane receptor (CAR), a transcription factor involved in the regulation of xenobiotic metabolism, lipid metabolism, cell cycle and apoptosis. Surprisingly though, changes at the protein level (aside from the positive control, CYP1A1) were modest, with only FMO3 showing clear induction, and no genes with sex-differences. Thus, while male and female mice show transcriptional differences in their response to TCDD, their association with TCDD-induced toxicities remains unclear.
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Affiliation(s)
- Stephenie D Prokopec
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Canada
| | - John D Watson
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Canada
| | - Jamie Lee
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Canada; Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada
| | - Raimo Pohjanvirta
- Laboratory of Toxicology, National Institute for Health and Welfare, Kuopio Finland; Department of Food Hygiene and Environmental Health, University of Helsinki, Helsinki, Finland
| | - Paul C Boutros
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Canada; Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada; Department of Medical Biophysics, University of Toronto, Toronto, Canada.
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Johnson-Henry KC, Pinnell LJ, Waskow AM, Irrazabal T, Martin A, Hausner M, Sherman PM. Short-chain fructo-oligosaccharide and inulin modulate inflammatory responses and microbial communities in Caco2-bbe cells and in a mouse model of intestinal injury. J Nutr 2014; 144:1725-33. [PMID: 25143376 DOI: 10.3945/jn.114.195081] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Few studies have focused on the ability of prebiotics to prevent pathogen-induced cellular changes or alter the composition of the intestinal microbiota in complimentary relevant cell and animal models of inflammatory bowel disease. OBJECTIVE The objective of this study was to determine if pretreatment with inulin and a short-chain fructo-oligosaccharide (sc-FOS) prevents enterohemorrhagic Escherichia coli (EHEC) O157:H7 infection in Caco2-bbe epithelial cells and what effect 10% wt:v sc-FOS or inulin has on C57BL/6 mice under sham conditions or pretreatment with prebiotics before Citrobacter rodentium infection (10(8) colony-forming units). METHODS Actin rearrangement and tight junction protein (zona occludin-1) were examined with immunofluorescence. Barrier function was assessed by a fluorescent probe and by measuring transepithelial electrical resistance (TER). Alterations in cytokine gene expression and microbiome were assessed with quantitative reverse transcriptase-polymerase chain reaction and fluorescence in situ hybridization. Short-chain fatty acids (SCFAs) were measured by GC. RESULTS sc-FOS added to monolayers altered actin polymerization without affecting TER or permeability to a fluorescein isothiocyanate (FITC) probe, whereas inulin increased TER (P < 0.005) and altered actin arrangement without affecting FITC permeability. Neither prebiotic attenuated EHEC-induced decreases in barrier function. Prebiotics increased interleukin 10 (Il10) and transforming growth factor-β (Tgfβ) cytokine responses alone (P < 0.05) or with EHEC O157:H7 infection (P < 0.05) in vitro. Increases in tumor necrosis factor-α (Tnfα) (P < 0.05) and decreases in chemokine CXC motif ligand 8 (Cxcl8) (P < 0.05) expression were observed with prebiotic treatment prior to EHEC infection. No differences were noted in barrier function or cytokine responses in the absence or presence of C. rodentium in vivo. Alterations in microbiome were evident at 6 d and 10 d postinfection in treatment groups, but a change in C. rodentium load was not observed. Inulin and sc-FOS (P < 0.05) increased fecal SCFAs in the absence of infection. CONCLUSION This study provides new insights as to how prebiotics act in complementary in vitro and in vivo models of intestinal injury.
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Affiliation(s)
| | - Lee J Pinnell
- Cell Biology Program, Research Institute, Hospital for Sick Children, Toronto, ON, Canada
| | - Alexandra M Waskow
- Department of Chemistry and Biology, Ryerson University, Toronto, ON, Canada; and
| | | | - Alberto Martin
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | - Martina Hausner
- Department of Chemistry and Biology, Ryerson University, Toronto, ON, Canada; and
| | - Philip M Sherman
- Cell Biology Program, Research Institute, Hospital for Sick Children, Toronto, ON, Canada; Department of Pediatrics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada;
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Prokopec SD, Watson JD, Pohjanvirta R, Boutros PC. Identification of reference proteins for Western blot analyses in mouse model systems of 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) toxicity. PLoS One 2014; 9:e110730. [PMID: 25329058 PMCID: PMC4201576 DOI: 10.1371/journal.pone.0110730] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2014] [Accepted: 09/24/2014] [Indexed: 01/15/2023] Open
Abstract
Western blotting is a well-established, inexpensive and accurate way of measuring protein content. Because of technical variation between wells, normalization is required for valid interpretation of results across multiple samples. Typically this involves the use of one or more endogenous controls to adjust the measured levels of experimental molecules. Although some endogenous controls are widely used, validation is required for each experimental system. This is critical when studying transcriptional-modulators, such as toxicants like 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD).To address this issue, we examined hepatic tissue from 192 mice representing 47 unique combinations of strain, sex, Ahr-genotype, TCDD dose and treatment time. We examined 7 candidate reference proteins in each animal and assessed consistency of protein abundance through: 1) TCDD-induced fold-difference in protein content from basal levels, 2) inter- and intra- animal stability, and 3) the ability of each candidate to reduce instability of the other candidates. Univariate analyses identified HPRT as the most stable protein. Multivariate analysis indicated that stability generally increased with the number of proteins used, but gains from using >3 proteins were small. Lastly, by comparing these new data to our previous studies of mRNA controls on the same animals, we were able to show that the ideal mRNA and protein control-genes are distinct, and use of only 2–3 proteins provides strong stability, unlike in mRNA studies in the same cohort, where larger control-gene batteries were needed.
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Affiliation(s)
- Stephenie D. Prokopec
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - John D. Watson
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
| | - Raimo Pohjanvirta
- Laboratory of Toxicology, National Institute for Health and Welfare, Kuopio, Finland
- Department of Food Hygiene and Environmental Health, University of Helsinki, Helsinki, Finland
| | - Paul C. Boutros
- Informatics and Bio-computing Program, Ontario Institute for Cancer Research, Toronto, Ontario, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Ontario, Canada
- * E-mail:
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