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L Ruden X, Singh A, Marben T, Tang W, O Awonuga A, Ruden DM, E Puscheck E, Feng H, Korzeniewski SJ, A Rappolee D. A Single Cell Transcriptomic Fingerprint of Stressed Premature, Imbalanced Differentiation of Embryonic Stem Cells. Birth Defects Res 2024; 116:e2409. [PMID: 39482570 DOI: 10.1002/bdr2.2409] [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: 10/05/2023] [Revised: 08/13/2024] [Accepted: 10/16/2024] [Indexed: 11/03/2024]
Abstract
BACKGROUND Miscarriages cause a greater loss-of-life than cardiovascular diseases, but knowledge about environmentally induced miscarriages is limited. Cultured naïve pluripotent embryonic stem cells (ESC) differentiate into extra-embryonic endoderm/extraembryonic endoderm (XEN) or formative pluripotent ESC, during the period emulating maximal miscarriage of peri-implantation development. In previous reports using small marker sets, hyperosmotic sorbitol, or retinoic acid (RA) decreased naïve pluripotency and increased XEN by FACS quantitation. METHODS Bulk and single cell (sc)RNAseq analyses of two cultured ESC lines was done, corroborated by qPCR. Transcriptomic responses were analyzed of cultured ESC stressed by Sorbitol, with Leukemia inhibitory factor (LIF + ; stemness growth factor), RA without LIF to control for XEN induction, and compared with normal differentiation (LIF - , ND). RESULTS Sorbitol and RA increase subpopulations of 2-cell embryo-like (2CEL) and XEN sub-lineages; primitive, parietal, and visceral endoderm (VE) cells and suppress formative pluripotency, imbalancing alternate lineage choices of initial naïve pluripotent cultured ESC compared with ND. Although bulk RNAseq and gene ontology (GO) group analyses suggest that stress induces anterior VE-head organizer and placental markers, scRNAseq reveals relatively few cells. But VE and placental markers/cells were in adjacent stressed cell clusters in the UMAP, like recent, normal UMAP of conceptuses. UMAPs show that dose-dependent stress overrides stemness to force premature lineage imbalance. CONCLUSIONS Hyperosmotic stress, and other toxicological stresses, like drugs with active ingredient RA, may cause premature, lineage imbalance, resulting in miscarriages or birth defects.
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Affiliation(s)
- Ximena L Ruden
- CS Mott Center/Ob/Gyn Department, Wayne State University (WSU), Detroit, Michigan, USA
- Reproductive Stress Inc, Grosse Pointe Farms, Michigan, USA
| | - Aditi Singh
- CS Mott Center/Ob/Gyn Department, Wayne State University (WSU), Detroit, Michigan, USA
- WSU Center for Molecular Medicine and Genetics, Detroit, Michigan, USA
| | - Teya Marben
- University of Detroit, Detroit, Michigan, USA
| | - Wen Tang
- Department of Population & Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Awoniyi O Awonuga
- CS Mott Center/Ob/Gyn Department, Wayne State University (WSU), Detroit, Michigan, USA
| | - Douglas M Ruden
- CS Mott Center/Ob/Gyn Department, Wayne State University (WSU), Detroit, Michigan, USA
- Institute for Environmental Health Sciences, Wayne State University, Detroit, USA
| | - Elizabeth E Puscheck
- CS Mott Center/Ob/Gyn Department, Wayne State University (WSU), Detroit, Michigan, USA
- Reproductive Stress Inc, Grosse Pointe Farms, Michigan, USA
- Invia Fertility, Chicago, Illinois, USA
| | - Hao Feng
- Department of Population & Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA
| | - Steven J Korzeniewski
- Department of Emergency Medicine, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Daniel A Rappolee
- CS Mott Center/Ob/Gyn Department, Wayne State University (WSU), Detroit, Michigan, USA
- Reproductive Stress Inc, Grosse Pointe Farms, Michigan, USA
- WSU Center for Molecular Medicine and Genetics, Detroit, Michigan, USA
- Department of Physiology, Wayne State University (WSU), Detroit, Michigan, USA
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Kidder BL, Ruden X, Singh A, Marben TA, Rass L, Chakravarty A, Xie Y, Puscheck EE, Awonuga AO, Harris S, Ruden DM, Rappolee DA. Novel high throughput screen reports that benzo(a)pyrene overrides mouse trophoblast stem cell multipotency, inducing SAPK activity, HAND1 and differentiated trophoblast giant cells. Placenta 2024; 152:72-85. [PMID: 38245404 DOI: 10.1016/j.placenta.2023.12.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2024]
Abstract
INTRODUCTION Cultured mouse trophoblast stem cells (mTSC) maintain proliferation/normal stemness (NS) under FGF4, which when removed, causes normal differentiation (ND). Hypoxic, or hyperosmotic stress forces trophoblast giant cells (TGC) differentiate. Hypoxic, hyperosmotic, and genotoxic benzo(a)pyrene (BaP), which is found in tobacco smoke, force down-regulation of inhibitor of differentiation (Id)2, enabling TGC differentiation. Hypoxic and hyperosmotic stress induce TGC by SAPK-dependent HAND1 increase. Here we test whether BaP forces mTSC-to-TGC while inducing SAPK and HAND1. METHODS Hand1 and SAPK activity were assayed by immunoblot, mTSC-to-TGC growth and differentiation were assayed at Tfinal after 72hr exposure of BaP, NS, ND, Retinoic acid (RA), or sorbitol. Nuclear-stained cells were micrographed automatically by a live imager, and assayed by ImageJ/FIJI, Biotek Gen 5, AIVIA proprietary artificial intelligence (AI) software or open source, CellPose artificial intelligence/AI software. RESULTS BaP (0.05-1μM) activated SAPK and HAND1 without diminishing growth. TSC-to-TGC differentiation was assayed with increasingly accuracy for 2-4 N cycling nuclei and >4 N differentiating TGC nuclei, using ImageJ/FIJI, Gen 5, AIVIA, or CellPose AI software. The AIVIA and Cellpose AI software matches human accuracy. The lowest BaP effects on SAPK activation/HAND1 increase are >10-fold more sensitive than similar effects for mESC. RA induces 44-47% 1st lineage TGC differentiation, but the same RA dose induces only 1% 1st lineage mESC differentiation. DISCUSSION First, these pilot data suggest that mTSC can be used in high throughput screens (HTS) to predict toxicant exposures that force TGC differentiation. Second, mTSC differentiated more cells than mESC for similar stress exposures, Third, open source AI can replace human micrograph quantitation and enable a miscarriage-predicting HTS.
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Affiliation(s)
- B L Kidder
- Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, USA
| | - X Ruden
- CS Mott Center/WSU Ob/gyn Department, USA; Reproductive Stress Inc, Grosse Pointe Farms, MI, USA
| | - A Singh
- CS Mott Center/WSU Ob/gyn Department, USA; WSU CMMG, USA
| | - T A Marben
- University of Detroit, Mercy (NIH Build Fellow), USA
| | - L Rass
- Barber Foundation Fellows/WSU, USA
| | | | - Y Xie
- Western Fertility, Los Angeles, CA, USA
| | - E E Puscheck
- CS Mott Center/WSU Ob/gyn Department, USA; Invia Infertility, Chicago, IL, USA
| | | | - S Harris
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, 48109, USA
| | - D M Ruden
- CS Mott Center/WSU Ob/gyn Department, USA; IEHS, WSU, USA
| | - D A Rappolee
- CS Mott Center/WSU Ob/gyn Department, USA; Reproductive Stress Inc, Grosse Pointe Farms, MI, USA; Dept of Physiology, WSU, USA.
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Qureshi A, Connolly JB. Bioinformatic and literature assessment of toxicity and allergenicity of a CRISPR-Cas9 engineered gene drive to control Anopheles gambiae the mosquito vector of human malaria. Malar J 2023; 22:234. [PMID: 37580703 PMCID: PMC10426224 DOI: 10.1186/s12936-023-04665-5] [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: 12/02/2022] [Accepted: 08/07/2023] [Indexed: 08/16/2023] Open
Abstract
BACKGROUND Population suppression gene drive is currently being evaluated, including via environmental risk assessment (ERA), for malaria vector control. One such gene drive involves the dsxFCRISPRh transgene encoding (i) hCas9 endonuclease, (ii) T1 guide RNA (gRNA) targeting the doublesex locus, and (iii) DsRed fluorescent marker protein, in genetically-modified mosquitoes (GMMs). Problem formulation, the first stage of ERA, for environmental releases of dsxFCRISPRh previously identified nine potential harms to the environment or health that could occur, should expressed products of the transgene cause allergenicity or toxicity. METHODS Amino acid sequences of hCas9 and DsRed were interrogated against those of toxins or allergens from NCBI, UniProt, COMPARE and AllergenOnline bioinformatic databases and the gRNA was compared with microRNAs from the miRBase database for potential impacts on gene expression associated with toxicity or allergenicity. PubMed was also searched for any evidence of toxicity or allergenicity of Cas9 or DsRed, or of the donor organisms from which these products were originally derived. RESULTS While Cas9 nuclease activity can be toxic to some cell types in vitro and hCas9 was found to share homology with the prokaryotic toxin VapC, there was no evidence from previous studies of a risk of toxicity to humans and other animals from hCas9. Although hCas9 did contain an 8-mer epitope found in the latex allergen Hev b 9, the full amino acid sequence of hCas9 was not homologous to any known allergens. Combined with a lack of evidence in the literature of Cas9 allergenicity, this indicated negligible risk to humans of allergenicity from hCas9. No matches were found between the gRNA and microRNAs from either Anopheles or humans. Moreover, potential exposure to dsxFCRISPRh transgenic proteins from environmental releases was assessed as negligible. CONCLUSIONS Bioinformatic and literature assessments found no convincing evidence to suggest that transgenic products expressed from dsxFCRISPRh were allergens or toxins, indicating that environmental releases of this population suppression gene drive for malaria vector control should not result in any increased allergenicity or toxicity in humans or animals. These results should also inform evaluations of other GMMs being developed for vector control and in vivo clinical applications of CRISPR-Cas9.
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Affiliation(s)
- Alima Qureshi
- Department of Life Sciences, Imperial College London, Silwood Park, Sunninghill, Ascot, UK
| | - John B Connolly
- Department of Life Sciences, Imperial College London, Silwood Park, Sunninghill, Ascot, UK.
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Ruden X, Singh A, Marben T, Tang W, Awonuga A, Ruden DM, Puscheck E, Feng H, Rappolee D. A single cell transcriptomic fingerprint of stressed premature, imbalanced differentiation of embryonic stem cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.23.541952. [PMID: 37292812 PMCID: PMC10245821 DOI: 10.1101/2023.05.23.541952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Cultured naïve pluripotent ESC differentiate into first lineage, XEN or second lineage, formative pluripotency. Hyperosmotic stress (sorbitol), like retinoic acid, decreases naive pluripotency and increases XEN in two ESC lines, as reported by bulk and scRNAseq, analyzed by UMAP. Sorbitol overrides pluripotency in two ESC lines as reported by bulk and scRNAseq, analyzed by UMAP. UMAP analyzed the effects of 5 stimuli - three stressed (200-300mM sorbitol with leukemia inhibitory factor +LIF) and two unstressed (+LIF, normal stemness-NS and -LIF, normal differentiation-ND). Sorbitol and RA decrease naive pluripotency and increase subpopulations of 2-cell embryo-like and XEN sub-lineages; primitive, parietal, and visceral endoderm (VE). Between the naïve pluripotency and primitive endoderm clusters is a stress-induced cluster with transient intermediate cells with higher LIF receptor signaling, with increased Stat3, Klf4, and Tbx3 expression. Sorbitol, like RA, also suppresses formative pluripotency, increasing lineage imbalance. Although bulk RNAseq and gene ontology group analyses suggest that stress induces head organizer and placental markers, scRNAseq reveals few cells. But VE and placental markers/cells were in adjacent clusters, like recent reports. UMAPs show that dose-dependent stress overrides stemness to force premature lineage imbalance. Hyperosmotic stress induces lineage imbalance, and other toxicological stresses, like drugs with RA, may cause lineage imbalance, resulting in miscarriages or birth defects.
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Puscheck EE, Ruden X, Singh A, Abdulhasan M, Ruden DM, Awonuga AO, Rappolee DA. Using high throughput screens to predict miscarriages with placental stem cells and long-term stress effects with embryonic stem cells. Birth Defects Res 2022; 114:1014-1036. [PMID: 35979652 PMCID: PMC10108263 DOI: 10.1002/bdr2.2079] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 07/25/2022] [Accepted: 07/26/2022] [Indexed: 11/10/2022]
Abstract
A problem in developmental toxicology is the massive loss of life from fertilization through gastrulation, and the surprising lack of knowledge of causes of miscarriage. Half to two-thirds of embryos are lost, and environmental and genetic causes are nearly equal. Simply put, it can be inferred that this is a difficult period for normal embryos, but that environmental stresses may cause homeostatic responses that move from adaptive to maladaptive with increasing exposures. At the lower 50% estimate, miscarriage causes greater loss-of-life than all cancers combined or of all cardio- and cerebral-vascular accidents combined. Surprisingly, we do not know if miscarriage rates are increasing or decreasing. Overshadowed by the magnitude of miscarriages, are insufficient data on teratogenic or epigenetic imbalances in surviving embryos and their stem cells. Superimposed on the difficult normal trajectory for peri-gastrulation embryos are added malnutrition, hormonal, and environmental stresses. An overarching hypothesis is that high throughput screens (HTS) using cultured viable reporter embryonic and placental stem cells (e.g., embryonic stem cells [ESC] and trophoblast stem cells [TSC] that report status using fluorescent reporters in living cells) from the pre-gastrulation embryo will most rapidly test a range of hormonal, environmental, nutritional, drug, and diet supplement stresses that decrease stem cell proliferation and imbalance stemness/differentiation. A second hypothesis is that TSC respond with greater sensitivity in magnitude to stress that would cause miscarriage, but ESC are stress-resistant to irreversible stemness loss and are best used to predict long-term health defects. DevTox testing needs more ESC and TSC HTS to model environmental stresses leading to miscarriage or teratogenesis and more research on epidemiology of stress and miscarriage. This endeavor also requires a shift in emphasis on pre- and early gastrulation events during the difficult period of maximum loss by miscarriage.
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Affiliation(s)
- Elizabeth E Puscheck
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, Michigan, USA
- Reproductive Stress 3M Inc, Grosse Pointe Farms, Michigan, USA
- Invia Fertility Clinics, Hoffman Estates, Illinois, USA
| | - Ximena Ruden
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Aditi Singh
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, Michigan, USA
- Center for Molecular Medicine and Genetics, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Mohammed Abdulhasan
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, Michigan, USA
- Reproductive Stress 3M Inc, Grosse Pointe Farms, Michigan, USA
| | - Douglas M Ruden
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, Michigan, USA
- Invia Fertility Clinics, Hoffman Estates, Illinois, USA
- Institute for Environmental Health Science, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Awoniyi O Awonuga
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Daniel A Rappolee
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, Michigan, USA
- Reproductive Stress 3M Inc, Grosse Pointe Farms, Michigan, USA
- Invia Fertility Clinics, Hoffman Estates, Illinois, USA
- Institute for Environmental Health Science, Wayne State University School of Medicine, Detroit, Michigan, USA
- Program for Reproductive Sciences and Department of Physiology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Department of Biology, University of Windsor, Windsor, Ontario, Canada
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Abdulhasan M, Ruden X, Marben T, Harris S, Ruden DM, Awonuga AO, Puscheck EE, Rappolee DA. Using Live Imaging and Fluorescence Ubiquitinated Cell Cycle Indicator Embryonic Stem Cells to Distinguish G1 Cell Cycle Delays for General Stressors like Perfluoro-Octanoic Acid and Hyperosmotic Sorbitol or G2 Cell Cycle Delay for Mutagenic Stressors like Benzo(a)pyrene. Stem Cells Dev 2022; 31:296-310. [PMID: 35678645 PMCID: PMC9232235 DOI: 10.1089/scd.2021.0330] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Accepted: 03/17/2022] [Indexed: 12/15/2022] Open
Abstract
Lowest observable adverse effects level (LOAEL) is a standard point-of-departure dose in toxicology. However, first observable adverse effects level (FOAEL) was recently reported and is used, in this study, as one criterion to detect a mutagenic stimulus in a live imager. Fluorescence ubiquitinated cell cycle indicator (FUCCI) embryonic stem cells (ESC) are green in the S-G2-M phase of the cell cycle and not green in G1-phase. Standard media change here is a mild stress that delays G1-phase and media change increases green 2.5- to 5-fold. Since stress is mild, media change rapidly increases green cell number, but higher stresses of environmental toxicants and positive control hyperosmotic stress suppress increased green after media change. Perfluoro-octanoic acid (PFOA) and diethyl phthalate (DEP) previously suppressed progression of nongreen to green cell cycle progression. Here, bisphenol A (BPA), cortisol, and positive control hyperosmotic sorbitol also suppress green fluorescence, but benzo(a)pyrene (BaP) at high doses (10 μM) increases green fluorescence throughout the 74-h exposure. Since any stress can affect many cell cycle phases, messenger RNA (mRNA) markers are best interpreted in ratios as dose-dependent mutagens increase in G2/G1 and nonmutagens increase G1/G2. After 74-h exposure, RNAseq detects G1 and G2 markers and increasing BaP doses increase G2/G1 ratios but increasing hyperosmotic sorbitol and PFOA doses increase G1/G2 marker ratios. BaP causes rapid green increase in FOAEL at 2 h of stimulus, whereas retinoic acid caused significant green fluorescence increases only late in culture. Using a live imager to establish FOAEL and G2 delay with FUCCI ESC is a new method to allow commercial and basic developmental biologists to detect drugs and environmental stimuli that are mutagenic. Furthermore, it can be used to test compounds that prevent mutations. In longitudinal studies, uniquely provided by this viable reporter and live imager protocol, follow-up can be done to test whether the preventative compound itself causes harm.
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Affiliation(s)
- Mohammed Abdulhasan
- CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Department of Ob/Gyn, Wayne State University School of Medicine, Detroit, Michigan, USA
- Reproductive Stress 3M, Inc., Grosse Pointe Farms, Michigan, USA
| | - Ximena Ruden
- CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Department of Ob/Gyn, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Teya Marben
- CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Department of Ob/Gyn, Wayne State University School of Medicine, Detroit, Michigan, USA
- Department of Biology, College of Engineering and Science, University of Detroit Mercy, Detroit, Michigan, USA
| | - Sean Harris
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Douglas M. Ruden
- CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Department of Ob/Gyn, Wayne State University School of Medicine, Detroit, Michigan, USA
- Institutes for Environmental Health Science, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Awoniyi O. Awonuga
- CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Department of Ob/Gyn, Wayne State University School of Medicine, Detroit, Michigan, USA
| | - Elizabeth E. Puscheck
- CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Department of Ob/Gyn, Wayne State University School of Medicine, Detroit, Michigan, USA
- Reproductive Stress 3M, Inc., Grosse Pointe Farms, Michigan, USA
- Invia Fertility Clinics, Hoffman Estates, Illinois, USA
| | - Daniel A. Rappolee
- CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Department of Ob/Gyn, Wayne State University School of Medicine, Detroit, Michigan, USA
- Reproductive Stress 3M, Inc., Grosse Pointe Farms, Michigan, USA
- Program for Reproductive Sciences, Department of Physiology, Wayne State University School of Medicine, Detroit, Michigan, USA
- Department of Biology, University of Windsor, Windsor, Canada
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Abdulhasan M, Ruden X, Rappolee B, Dutta S, Gurdziel K, Ruden DM, Awonuga AO, Korzeniewski SJ, Puscheck EE, Rappolee DA. Stress Decreases Host Viral Resistance and Increases Covid Susceptibility in Embryonic Stem Cells. Stem Cell Rev Rep 2021; 17:2164-2177. [PMID: 34155611 PMCID: PMC8216586 DOI: 10.1007/s12015-021-10188-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/13/2021] [Indexed: 12/13/2022]
Abstract
Stress-induced changes in viral receptor and susceptibility gene expression were measured in embryonic stem cells (ESC) and differentiated progeny. Rex1 promoter-Red Fluorescence Protein reporter ESC were tested by RNAseq after 72hr exposures to control stress hyperosmotic sorbitol under stemness culture (NS) to quantify stress-forced differentiation (SFD) transcriptomic programs. Control ESC cultured with stemness factor removal produced normal differentiation (ND). Bulk RNAseq transcriptomic analysis showed significant upregulation of two genes involved in Covid-19 cell uptake, Vimentin (VIM) and Transmembrane Serine Protease 2 (TMPRSS2). SFD increased the hepatitis A virus receptor (Havcr1) and the transplacental Herpes simplex 1 (HSV1) virus receptor (Pvrl1) compared with ESC undergoing ND. Several other coronavirus receptors, Glutamyl Aminopeptidase (ENPEP) and Dipeptidyl Peptidase 4 (DPP4) were upregulated significantly in SFD>ND. Although stressed ESC are more susceptible to infection due to increased expression of viral receptors and decreased resistance, the necessary Covid-19 receptor, angiotensin converting enzyme (ACE)2, was not expressed in our experiments. TMPRSS2, ENPEP, and DPP4 mediate Coronavirus uptake, but are also markers of extra-embryonic endoderm (XEN), which arise from ESC undergoing ND or SFD. Mouse and human ESCs differentiated to XEN increase TMPRSS2 and other Covid-19 uptake-mediating gene expression, but only some lines express ACE2. Covid-19 susceptibility appears to be genotype-specific and not ubiquitous. Of the 30 gene ontology (GO) groups for viral susceptibility, 15 underwent significant stress-forced changes. Of these, 4 GO groups mediated negative viral regulation and most genes in these increase in ND and decrease with SFD, thus suggesting that stress increases ESC viral susceptibility. Taken together, the data suggest that a control hyperosmotic stress can increase Covid-19 susceptibility and decrease viral host resistance in mouse ESC. However, this limited pilot study should be followed with studies in human ESC, tests of environmental, hormonal, and pharmaceutical stressors and direct tests for infection of stressed, cultured ESC and embryos by Covid-19.
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Affiliation(s)
- Mohammed Abdulhasan
- Department of Ob/Gyn, Reproductive Endocrinology and Infertility, CS Mott Center for Human Growth and Development, WayneState UniversitySchoolofMedicine, Detroit, Michigan, 48201, USA
- Reproductive Stress 3M Inc, Grosse Pointe Farms, MI, 48236, USA
| | - Ximena Ruden
- Department of Ob/Gyn, Reproductive Endocrinology and Infertility, CS Mott Center for Human Growth and Development, WayneState UniversitySchoolofMedicine, Detroit, Michigan, 48201, USA
| | | | - Sudipta Dutta
- Department of Ob/Gyn, Reproductive Endocrinology and Infertility, CS Mott Center for Human Growth and Development, WayneState UniversitySchoolofMedicine, Detroit, Michigan, 48201, USA
- Reproductive Endocrinology and Cell Signaling LaboratoryDepartment of Integrative BiosciencesCollege of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, Texas, 77843, USA
| | - Katherine Gurdziel
- Genome Sciences Center, Wayne State University School of Medicine, Detroit, MI, 48201, USA
| | - Douglas M Ruden
- Department of Ob/Gyn, Reproductive Endocrinology and Infertility, CS Mott Center for Human Growth and Development, WayneState UniversitySchoolofMedicine, Detroit, Michigan, 48201, USA
- Institutes for Environmental Health Science, Wayne State University School of Medicine, Detroit, 48202, USA
| | - Awoniyi O Awonuga
- Department of Ob/Gyn, Reproductive Endocrinology and Infertility, CS Mott Center for Human Growth and Development, WayneState UniversitySchoolofMedicine, Detroit, Michigan, 48201, USA
| | - Steve J Korzeniewski
- Institutes for Environmental Health Science, Wayne State University School of Medicine, Detroit, 48202, USA
| | - Elizabeth E Puscheck
- Department of Ob/Gyn, Reproductive Endocrinology and Infertility, CS Mott Center for Human Growth and Development, WayneState UniversitySchoolofMedicine, Detroit, Michigan, 48201, USA
- Reproductive Stress 3M Inc, Grosse Pointe Farms, MI, 48236, USA
- Invia Fertility Clinics, Hoffman Estates, Illinois, 60169, USA
| | - Daniel A Rappolee
- Department of Ob/Gyn, Reproductive Endocrinology and Infertility, CS Mott Center for Human Growth and Development, WayneState UniversitySchoolofMedicine, Detroit, Michigan, 48201, USA.
- Reproductive Stress 3M Inc, Grosse Pointe Farms, MI, 48236, USA.
- Institutes for Environmental Health Science, Wayne State University School of Medicine, Detroit, 48202, USA.
- Program for Reproductive Sciences and Department of Physiology, Wayne State University School of Medicine, Detroit, MI, 48201, USA.
- Department of Biology, University of Windsor, Windsor, ON, N9B 3P4, Canada.
- CS Mott Center for Human Growth and Development, Wayne State University School of Medicine, 275 East Hancock, Detroit, MI, 48201, USA.
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Abdulhasan M, Ruden X, You Y, Harris SM, Ruden DM, Awonuga AO, Alvero A, Puscheck EE, Rappolee DA. Using Live Imaging and FUCCI Embryonic Stem Cells to Rank DevTox Risks: Adverse Growth Effects of PFOA Compared With DEP Are 26 Times Faster, 1,000 Times More Sensitive, and 13 Times Greater in Magnitude. FRONTIERS IN TOXICOLOGY 2021; 3:709747. [PMID: 35295126 PMCID: PMC8915856 DOI: 10.3389/ftox.2021.709747] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 09/20/2021] [Indexed: 01/05/2023] Open
Abstract
Fluorescent ubiquitination-based cell cycle indicator (FUCCI) embryonic stem cells (ESCs), which fluoresce green during the S-G2-M phases, generate an S-shaped curve for the accumulation of cells during normal stemness (NS) culture with leukemia-inhibitory factor (LIF). Since it was hypothesized that a culture of ESCs was heterogeneous in the cell cycle, it was expected that increased S-G2-M-phases of the cell cycle would make an S-shaped curve parallel to the accumulation curve. Unexpectedly, it was observed that the fraction of FUCCI ESCs in green decreases over time to a nadir at ∼24 h after previous feeding and then rapidly enters S-G2-M-phases after medium change. G1 delay by infrequent medium change is a mild stress, as it does not affect growth significantly when frequency is increased to 12 h. Perfluoro-octanoic acid (PFOA) and diethyl phthalate (DEP) were used as examples of members of the per- and polyfluoroalkyl substances (PFAS) and phthalate families of chemicals, respectively. Two adverse outcomes were used to compare dose- and time-dependent effects of PFOA and DEP. The first was cell accumulation assay by time-lapse confluence measurements, largely at Tfinal/T74 h. The second was by quantifying dominant toxicant stress shown by the suppression of mild stress that creates a green fed/unfed peak. In terms of speed, PFOA is 26 times faster than DEP for producing a time-dependent LOAEL dose at 100 uM (that is, 2 h for PFOA and 52 h for DEP). PFOA has 1000-fold more sensitive LOAEL doses than DEP for suppressing ESC accumulation (confluence) at day 3 and day 2. There were two means to compare the magnitude of the growth suppression of PFOA and DEP. For the suppression of the accumulation of cells measured by confluence at Tfinal/T74h, there was a 13-fold suppression at the highest dose of PFOA > the highest dose of DEP. For the suppression of entry into the cell cycle after the G1 phase by stress on day 1 and 2, there is 10-fold more suppression by PFOA than DEP. The data presented here suggest that FUCCI ESCs can assay the suppression of accumulated growth or predict the suppression of future growth by the suppression of fed/unfed green fluorescence peaks and that PFOA's adverse effects are faster and larger and can occur at more sensitive lower doses than DEP.
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Affiliation(s)
- Mohammed Abdulhasan
- Department of Ob/Gyn, CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, MI, United States
- Reproductive Stress 3M Inc, Grosse Pointe Farms, Detroit, MI, United States
| | - Ximena Ruden
- Department of Ob/Gyn, CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, MI, United States
| | - Yuan You
- Department of Ob/Gyn, CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, MI, United States
- Program for Reproductive Sciences and Department of Physiology, Wayne State University School of Medicine, Detroit, MI, United States
| | - Sean M. Harris
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, United States
| | - Douglas M. Ruden
- Department of Ob/Gyn, CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, MI, United States
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, United States
| | - Awoniyi O. Awonuga
- Department of Ob/Gyn, CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, MI, United States
| | - Ayesha Alvero
- Department of Ob/Gyn, CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, MI, United States
- Program for Reproductive Sciences and Department of Physiology, Wayne State University School of Medicine, Detroit, MI, United States
| | - Elizabeth E. Puscheck
- Department of Ob/Gyn, CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, MI, United States
- Reproductive Stress 3M Inc, Grosse Pointe Farms, Detroit, MI, United States
- Invia Fertility Clinics, IL, Chicago, United States
| | - Daniel A. Rappolee
- Department of Ob/Gyn, CS Mott Center for Human Growth and Development, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, Detroit, MI, United States
- Reproductive Stress 3M Inc, Grosse Pointe Farms, Detroit, MI, United States
- Program for Reproductive Sciences and Department of Physiology, Wayne State University School of Medicine, Detroit, MI, United States
- Institutes for Environmental Health Science, Wayne State University School of Medicine, Detroit, MI, United States
- Department of Biology, University of Windsor, Windsor, ON, Canada
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Fan YL, Zhao HC, Feng XQ. Hypertonic pressure affects the pluripotency and self-renewal of mouse embryonic stem cells. Stem Cell Res 2021; 56:102537. [PMID: 34562798 DOI: 10.1016/j.scr.2021.102537] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 08/08/2021] [Accepted: 09/09/2021] [Indexed: 12/15/2022] Open
Abstract
As an important mechanical cue in the extracellular microenvironment, osmotic stress directly affects the proliferation, migration, and differentiation of cells. In this paper, we focused on the influence of hypertonic pressure on the colony morphology, stemness, and self-renew of mouse embryonic stem cells (mESCs). Our results showed that culture media with hypertonic pressure are more conducive to the maintenance of 3D colony morphology and pluripotency of mESCs after withdrawing the glycogen synthase kinase 3β (GSK3β) inhibitor CHIR99021 and the mitogen-activated protein kinase (MEK) inhibitor PD0325901 (hereinafter referred to as 2i) for 48 h. Furthermore, we revealed the microscopic mechanisms of the this finding: hypertonic pressure resulted in the depolymerization of F-actin cytoskeleton and limits Yes-associated protein (hereinafter referred to as YAP) transmission into the nucleus which play a vital role in the regulation of cell proliferation, and resulting in cell-cycle arrest at last.
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Affiliation(s)
- Yan-Lei Fan
- Institute of Biomechanics and Medical Engineering, Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China.
| | - Hu-Cheng Zhao
- Institute of Biomechanics and Medical Engineering, Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China.
| | - Xi-Qiao Feng
- Institute of Biomechanics and Medical Engineering, Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China.
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Ruan X, Zhong M, Liu W, Liu Q, Lu W, Zheng Y, Zhang X. [Overexpression of leukemia inhibitory factor enhances chemotherapy tolerance of endometrial cancer cells in vitro]. NAN FANG YI KE DA XUE XUE BAO = JOURNAL OF SOUTHERN MEDICAL UNIVERSITY 2020; 40:20-26. [PMID: 32376564 PMCID: PMC7040748 DOI: 10.12122/j.issn.1673-4254.2020.01.04] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
OBJECTIVE To investigate the effect of overexpression of leukemia inhibitory factor (LIF) on cisplatin and paclitaxel resistance of endometrial cancer cells in vitro. METHODS Endometrial cancer cell lines HEC-1B and RL95-2 were infected with a recombinant lentivirus to overexpress LIF, and the changes in LIF expression was verified using RT-qPCR and ELISA. The viability of the LIF-overexpressing cells was assessed using CCK-8 assay, and the cell apoptosis and changes in mitochondrial membrane potential in response to cisplatin or paclitaxel treatment were analyzed with annexin V-FITC/PI staining and JC-1 assay, respectively. The effect of LIF overexpression on the expressions of Bcl-2 family proteins and STAT3 pathway was evaluated using Western blotting; dual-luciferase reporter gene assay was employed to detect the transcriptional activity of STAT3. The effect of STAT3 silencing on apoptosis of the LIF-overexpressing cells induced by cisplatin or paclitaxel was investigated. RESULTS The cell lines infected with the recombinant lentivirus showed significantly increased mRNA and protein levels of LIF (P < 0.05) without obvious changes in the cell viability (P>0.05). LIF overexpression significantly attenuated cisplatin-or paclitaxel-induced apoptosis of the endometrial cancer cells (P < 0.05) and markedly increased mitochondrial membrane potential of the cells (P < 0.05). The expressions of Bcl-2, Bcl-xL and p-STAT3 proteins increased obviously while the expressions of Bax, Bad and STAT3 either decreased or showed no obvious changes in the LIF-overexpressing cells. Overexpressing LIF significantly enhanced the transcriptional activity of STAT3 (P < 0.05), and silencing STAT3 obviously enhanced apoptosis of the endometrial cancer cells overexpressing LIF (P < 0.05). CONCLUSIONS s Overexpression of LIF can enhance cisplatin and paclitaxel resistance to endometrial cancer cells in vitro.
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Affiliation(s)
- Xiaohong Ruan
- Department of Gynecology, Jiangmen Central Hospital, Jiangmen 529030, China
| | - Meigong Zhong
- Department of Pharmacy, Jiangmen Maternity and Child Health Care Hospital, Jiangmen 529000, China
| | - Wanmin Liu
- Department of Gynecology, Jiangmen Central Hospital, Jiangmen 529030, China
| | - Qiongru Liu
- Department of Pathology, Jiangmen Central Hospital, Jiangmen 529030, China
| | - Wenjie Lu
- Central Laboratory, Jiangmen Central Hospital, Jiangmen 529030, China
| | - Yan Zheng
- Research and Development Center for Molecular Diagnosis Engineering Technology of Human Papillomavirus (HPV) Related Diseases of Guangdong Province, Chaozhou 521021, China
| | - Xin Zhang
- Department of Pathology, Jiangmen Central Hospital, Jiangmen 529030, China
- Central Laboratory, Jiangmen Central Hospital, Jiangmen 529030, China
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Fan YL, Zhao HC, Li B, Zhao ZL, Feng XQ. Mechanical Roles of F-Actin in the Differentiation of Stem Cells: A Review. ACS Biomater Sci Eng 2019; 5:3788-3801. [PMID: 33438419 DOI: 10.1021/acsbiomaterials.9b00126] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
In the development and differentiation of stem cells, mechanical forces associated with filamentous actin (F-actin) play a crucial role. The present review aims to reveal the relationship among the chemical components, microscopic structures, mechanical properties, and biological functions of F-actin. Particular attention is given to the functions of the cytoplasmic and nuclear microfilament cytoskeleton and their regulation mechanisms in the differentiation of stem cells. The distributions of different types of actin monomers in mammal cells and the functions of actin-binding proteins are summarized. We discuss how the fate of stem cells is regulated by intra/extracellular mechanical and chemical cues associated with microfilament-related proteins, intercellular adhesion molecules, etc. In addition, we also address the differentiation-induced variation in the stiffness of stem cells and the correlation between the fate and geometric shape change of stem cells. This review not only deepens our understanding of the biophysical mechanisms underlying the fates of stem cells under different culture conditions but also provides inspirations for the tissue engineering of stem cells.
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Affiliation(s)
- Yan-Lei Fan
- Institute of Biomechanics and Medical Engineering, Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China
| | - Hu-Cheng Zhao
- Institute of Biomechanics and Medical Engineering, Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China
| | - Bo Li
- Institute of Biomechanics and Medical Engineering, Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China
| | - Zi-Long Zhao
- Institute of Biomechanics and Medical Engineering, Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China
| | - Xi-Qiao Feng
- Institute of Biomechanics and Medical Engineering, Applied Mechanics Laboratory, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China
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CoQ10 increases mitochondrial mass and polarization, ATP and Oct4 potency levels, and bovine oocyte MII during IVM while decreasing AMPK activity and oocyte death. J Assist Reprod Genet 2017; 34:1595-1607. [PMID: 28900834 DOI: 10.1007/s10815-017-1027-y] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2017] [Accepted: 08/22/2017] [Indexed: 12/26/2022] Open
Abstract
PURPOSE We tested whether mitochondrial electron transport chain electron carrier coenzyme Q10 (CoQ10) increases ATP during bovine IVM and increases %M2 oocytes, mitochondrial polarization/mass, and Oct4, and decreases pAMPK and oocyte death. METHODS Bovine oocytes were aspirated from ovaries and cultured in IVM media for 24 h with 0, 20, 40, or 60 μM CoQ10. Oocytes were assayed for ATP by luciferase-based luminescence. Oocyte micrographs were quantitated for Oct4, pAMPK (i.e., activity), polarization by JC1 staining, and mitochondrial mass by MitoTracker Green staining. RESULTS CoQ10 at 40 μM was optimal. Oocytes at 40 μM enabled 1.9-fold more ATP than 0 μM CoQ10. There was 4.3-fold less oocyte death, 1.7-fold more mitochondrial charge polarization, and 3.1-fold more mitochondrial mass at 40 μM than at 0 μM CoQ10. Increased ATP was associated with 2.2-fold lower AMPK thr172P activation and 2.1-fold higher nuclear Oct4 stemness/potency protein at 40 μM than at 0 μM CoQ10. CoQ10 is hydrophobic, and at all doses, 50% was lost from media into oil by ~ 12 h. Replenishing CoQ10 at 12 h did not significantly diminish dead oocytes. CONCLUSIONS The data suggest that CoQ10 improves mitochondrial function in IVM where unwanted stress, higher AMPK activity, and Oct4 potency loss are induced.
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Bolnick A, Abdulhasan M, Kilburn B, Xie Y, Howard M, Andresen P, Shamir AM, Dai J, Puscheck EE, Rappolee DA. Commonly used fertility drugs, a diet supplement, and stress force AMPK-dependent block of stemness and development in cultured mammalian embryos. J Assist Reprod Genet 2016; 33:1027-39. [PMID: 27230877 PMCID: PMC4974229 DOI: 10.1007/s10815-016-0735-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2016] [Accepted: 05/13/2016] [Indexed: 11/26/2022] Open
Abstract
PURPOSE The purpose of the present study is to test whether metformin, aspirin, or diet supplement (DS) BioResponse-3,3'-Diindolylmethane (BR-DIM) can induce AMP-activated protein kinase (AMPK)-dependent potency loss in cultured embryos and whether metformin (Met) + Aspirin (Asa) or BR-DIM causes an AMPK-dependent decrease in embryonic development. METHODS The methods used were as follows: culture post-thaw mouse zygotes to the two-cell embryo stage and test effects after 1-h AMPK agonists' (e.g., Met, Asa, BR-DIM, control hyperosmotic stress) exposure on AMPK-dependent loss of Oct4 and/or Rex1 nuclear potency factors, confirm AMPK dependence by reversing potency loss in two-cell-stage embryos with AMPK inhibitor compound C (CC), test whether Met + Asa (i.e., co-added) or DS BR-DIM decreases development of two-cell to blastocyst stage in an AMPK-dependent (CC-sensitive) manner, and evaluate the level of Rex1 and Oct4 nuclear fluorescence in two-cell-stage embryos and rate of two-cell-stage embryo development to blastocysts. RESULT(S) Met, Asa, BR-DIM, or hyperosmotic sorbitol stress induces rapid ~50-85 % Rex1 and/or Oct4 protein loss in two-cell embryos. This loss is ~60-90 % reversible by co-culture with AMPK inhibitor CC. Embryo development from two-cell to blastocyst stage is decreased in culture with either Met + Asa or BR-DIM, and this is either >90 or ~60 % reversible with CC, respectively. CONCLUSION These experimental designs here showed that Met-, Asa-, BR-DIM-, or sorbitol stress-induced rapid potency loss in two-cell embryos is AMPK dependent as suggested by inhibition of Rex1 and/or Oct4 protein loss with an AMPK inhibitor. The DS BR-DIM or fertility drugs (e.g., Met + Asa) that are used to enhance maternal metabolism to support fertility can also chronically slow embryo growth and block development in an AMPK-dependent manner.
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Affiliation(s)
- Alan Bolnick
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, 275 East Hancock, Detroit, MI, 48201, USA.
| | - Mohammed Abdulhasan
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, 275 East Hancock, Detroit, MI, 48201, USA
| | - Brian Kilburn
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, 275 East Hancock, Detroit, MI, 48201, USA
| | - Yufen Xie
- Fertility and Surgical Associates of California, Thousand Oaks, CA, 91361, USA
| | - Mindie Howard
- EmbryoTech Laboratories, 140 Hale Street, Haverhill, MA, 01830, USA
| | - Paul Andresen
- Ob/Gyn, IVF Clinic, University Physician Group, Wayne State University School of Medicine, 26400 W 12 Mile Road, Suite 140, Southfield, MI, 48034, USA
| | - Alexandra M Shamir
- University of Utah, 201 Presidents Circle, Salt Lake City, UT, 84112, USA
| | - Jing Dai
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, 275 East Hancock, Detroit, MI, 48201, USA
| | - Elizabeth E Puscheck
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, 275 East Hancock, Detroit, MI, 48201, USA
| | - Daniel A Rappolee
- CS Mott Center for Human Growth and Development, Department of Ob/Gyn, Reproductive Endocrinology and Infertility, Wayne State University School of Medicine, 275 East Hancock, Detroit, MI, 48201, USA
- Program for Reproductive Sciences and Department of Physiology, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Karmanos Cancer Institute, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Institutes for Environmental Health Science, Wayne State University School of Medicine, Detroit, MI, 48201, USA
- Department of Biology, University of Windsor, Windsor, ON, N9B 3P4, Canada
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