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Ahangari F, Becker C, Foster DG, Chioccioli M, Nelson M, Beke K, Wang X, Justet A, Adams T, Readhead B, Meador C, Correll K, Lili LN, Roybal HM, Rose KA, Ding S, Barnthaler T, Briones N, DeIuliis G, Schupp JC, Li Q, Omote N, Aschner Y, Sharma L, Kopf KW, Magnusson B, Hicks R, Backmark A, Dela Cruz CS, Rosas I, Cousens LP, Dudley JT, Kaminski N, Downey GP. Saracatinib, a Selective Src Kinase Inhibitor, Blocks Fibrotic Responses in Preclinical Models of Pulmonary Fibrosis. Am J Respir Crit Care Med 2022; 206:1463-1479. [PMID: 35998281 PMCID: PMC9757097 DOI: 10.1164/rccm.202010-3832oc] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 08/23/2022] [Indexed: 12/24/2022] Open
Abstract
Rationale: Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive, and often fatal disorder. Two U.S. Food and Drug Administration-approved antifibrotic drugs, nintedanib and pirfenidone, slow the rate of decline in lung function, but responses are variable and side effects are common. Objectives: Using an in silico data-driven approach, we identified a robust connection between the transcriptomic perturbations in IPF disease and those induced by saracatinib, a selective Src kinase inhibitor originally developed for oncological indications. Based on these observations, we hypothesized that saracatinib would be effective at attenuating pulmonary fibrosis. Methods: We investigated the antifibrotic efficacy of saracatinib relative to nintedanib and pirfenidone in three preclinical models: 1) in vitro in normal human lung fibroblasts; 2) in vivo in bleomycin and recombinant Ad-TGF-β (adenovirus transforming growth factor-β) murine models of pulmonary fibrosis; and 3) ex vivo in mice and human precision-cut lung slices from these two murine models as well as patients with IPF and healthy donors. Measurements and Main Results: In each model, the effectiveness of saracatinib in blocking fibrogenic responses was equal or superior to nintedanib and pirfenidone. Transcriptomic analyses of TGF-β-stimulated normal human lung fibroblasts identified specific gene sets associated with fibrosis, including epithelial-mesenchymal transition, TGF-β, and WNT signaling that was uniquely altered by saracatinib. Transcriptomic analysis of whole-lung extracts from the two animal models of pulmonary fibrosis revealed that saracatinib reverted many fibrogenic pathways, including epithelial-mesenchymal transition, immune responses, and extracellular matrix organization. Amelioration of fibrosis and inflammatory cascades in human precision-cut lung slices confirmed the potential therapeutic efficacy of saracatinib in human lung fibrosis. Conclusions: These studies identify novel Src-dependent fibrogenic pathways and support the study of the therapeutic effectiveness of saracatinib in IPF treatment.
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Affiliation(s)
- Farida Ahangari
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Christine Becker
- Institute for Next Generation Healthcare, Department of Genetics and Genomic Sciences, and
- Division of Clinical Immunology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Daniel G. Foster
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Department of Pediatrics, and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado
| | - Maurizio Chioccioli
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Meghan Nelson
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Department of Pediatrics, and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado
| | - Keriann Beke
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Department of Pediatrics, and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado
| | - Xing Wang
- Institute for Next Generation Healthcare, Department of Genetics and Genomic Sciences, and
- Division of Clinical Immunology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Aurelien Justet
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
- Service de Pneumologie, UNICAEN, Normandie University, Caen, France
| | - Taylor Adams
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Benjamin Readhead
- Institute for Next Generation Healthcare, Department of Genetics and Genomic Sciences, and
- ASU-Banner Neurodegenerative Disease Research Center, Arizona State University, Tempe, Arizona
| | - Carly Meador
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Department of Pediatrics, and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado
| | - Kelly Correll
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Department of Pediatrics, and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado
| | - Loukia N. Lili
- Institute for Next Generation Healthcare, Department of Genetics and Genomic Sciences, and
| | - Helen M. Roybal
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Department of Pediatrics, and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado
| | - Kadi-Ann Rose
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Shuizi Ding
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Thomas Barnthaler
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
- Section of Pharmacology, Otto Loewi Research Center, Medical University of Graz, Graz, Austria
| | - Natalie Briones
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Department of Pediatrics, and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado
| | - Giuseppe DeIuliis
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Jonas C. Schupp
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Qin Li
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Norihito Omote
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Yael Aschner
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Department of Pediatrics, and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado
| | - Lokesh Sharma
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Katrina W. Kopf
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Department of Pediatrics, and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado
| | - Björn Magnusson
- Discovery Biology, Discovery Sciences, Research & Development, AstraZeneca, Gothenburg, Sweden
| | - Ryan Hicks
- BioPharmaceuticals Research & Development Cell Therapy, Research, and Early Development, Cardiovascular, Renal, and Metabolism (CVRM), AstraZeneca, Gothenburg, Sweden
| | - Anna Backmark
- Discovery Biology, Discovery Sciences, Research & Development, AstraZeneca, Gothenburg, Sweden
| | - Charles S. Dela Cruz
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Ivan Rosas
- Department of Medicine, Baylor College of Medicine, Houston, Texas; and
| | - Leslie P. Cousens
- Emerging Innovations, Discovery Sciences, Research & Development, AstraZeneca, Boston, Massachusetts
| | - Joel T. Dudley
- Institute for Next Generation Healthcare, Department of Genetics and Genomic Sciences, and
| | - Naftali Kaminski
- Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Gregory P. Downey
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Department of Pediatrics, and Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado
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2
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Hua H, Meydan C, Afshin EE, Lili LN, D’Adamo CR, Rickard N, Dudley JT, Price ND, Zhang B, Mason CE. A Wipe-Based Stool Collection and Preservation Kit for Microbiome Community Profiling. Front Immunol 2022; 13:889702. [PMID: 35711426 PMCID: PMC9196042 DOI: 10.3389/fimmu.2022.889702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 05/03/2022] [Indexed: 11/13/2022] Open
Abstract
While a range of methods for stool collection exist, many require complicated, self-directed protocols and stool transfer. In this study, we introduce and validate a novel, wipe-based approach to fecal sample collection and stabilization for metagenomics analysis. A total of 72 samples were collected across four different preservation types: freezing at -20°C, room temperature storage, a commercial DNA preservation kit, and a dissolvable wipe used with DESS (dimethyl sulfoxide, ethylenediaminetetraacetic acid, sodium chloride) solution. These samples were sequenced and analyzed for taxonomic abundance metrics, bacterial metabolic pathway classification, and diversity analysis. Overall, the DESS wipe results validated the use of a wipe-based capture method to collect stool samples for microbiome analysis, showing an R2 of 0.96 for species across all kingdoms, as well as exhibiting a maintenance of Shannon diversity (3.1-3.3) and species richness (151-159) compared to frozen samples. Moreover, DESS showed comparable performance to the commercially available preservation kit (R2 of 0.98), and samples consistently clustered by subject across each method. These data support that the DESS wipe method can be used for stable, room temperature collection and transport of human stool specimens.
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Affiliation(s)
- Hui Hua
- Thorne HealthTech, New York, NY, United States
- *Correspondence: Hui Hua, ; Christopher E. Mason,
| | - Cem Meydan
- Thorne HealthTech, New York, NY, United States
| | | | | | - Christopher R. D’Adamo
- Department of Family and Community Medicine, University of Maryland School of Medicine, Baltimore, MD, United States
| | | | | | - Nathan D. Price
- Thorne HealthTech, New York, NY, United States
- Institute for Systems Biology, Seattle, WA, United States
| | - Bodi Zhang
- Thorne HealthTech, New York, NY, United States
| | - Christopher E. Mason
- Thorne HealthTech, New York, NY, United States
- The WorldQuant Initiative for Quantitative Prediction, New York, NY, United States
- *Correspondence: Hui Hua, ; Christopher E. Mason,
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3
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Fernandes J, Chandler JD, Lili LN, Uppal K, Hu X, Hao L, Go YM, Jones DP. Transcriptome Analysis Reveals Distinct Responses to Physiologic versus Toxic Manganese Exposure in Human Neuroblastoma Cells. Front Genet 2019; 10:676. [PMID: 31396262 PMCID: PMC6668488 DOI: 10.3389/fgene.2019.00676] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 06/27/2019] [Indexed: 12/16/2022] Open
Abstract
Manganese (Mn) is an essential trace element, which also causes neurotoxicity in exposed occupational workers. Mn causes mitochondrial toxicity; however, little is known about transcriptional responses discriminated by physiological and toxicological levels of Mn. Identification of such mechanisms could provide means to evaluate risk of Mn toxicity and also potential avenues to protect against adverse effects. To study the Mn dose-response effects on transcription, analyzed by RNA-Seq, we used human SH-SY5Y neuroblastoma cells exposed for 5 h to Mn (0 to 100 μM), a time point where no immediate cell death occurred at any of the doses. Results showed widespread effects on abundance of protein-coding genes for metabolism of reactive oxygen species, energy sensing, glycolysis, and protein homeostasis including the unfolded protein response and transcriptional regulation. Exposure to a concentration (10 μM Mn for 5 h) that did not result in cell death after 24-h increased abundance of differentially expressed genes (DEGs) in the protein secretion pathway that function in protein trafficking and cellular homeostasis. These include BET1 (Golgi vesicular membrane-trafficking protein), ADAM10 (ADAM metallopeptidase domain 10), and ARFGAP3 (ADP-ribosylation factor GTPase-activating protein 3). In contrast, 5-h exposure to 100 μM Mn, a concentration that caused cell death after 24 h, increased abundance of DEGs for components of the mitochondrial oxidative phosphorylation pathway. Integrated pathway analysis results showed that protein secretion gene set was associated with amino acid metabolites in response to 10 μM Mn, while oxidative phosphorylation gene set was associated with energy, lipid, and neurotransmitter metabolites at 100 μM Mn. These results show that differential effects of Mn occur at a concentration which does not cause subsequent cell death compared to a concentration that causes subsequent cell death. If these responses translate to effects on the secretory pathway and mitochondrial functions in vivo, differential activities of these systems could provide a sensitive basis to discriminate sub-toxic and toxic environmental and occupational Mn exposures.
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Affiliation(s)
| | | | | | | | | | | | - Young-Mi Go
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, United States
| | - Dean P. Jones
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, Emory University, Atlanta, GA, United States
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4
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Cordy RJ, Patrapuvich R, Lili LN, Cabrera-Mora M, Chien JT, Tharp GK, Khadka M, Meyer EV, Lapp SA, Joyner CJ, Garcia A, Banton S, Tran V, Luvira V, Rungin S, Saeseu T, Rachaphaew N, Pakala SB, DeBarry JD, Kissinger JC, Ortlund EA, Bosinger SE, Barnwell JW, Jones DP, Uppal K, Li S, Sattabongkot J, Moreno A, Galinski MR. Distinct amino acid and lipid perturbations characterize acute versus chronic malaria. JCI Insight 2019; 4:125156. [PMID: 31045574 DOI: 10.1172/jci.insight.125156] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Accepted: 04/02/2019] [Indexed: 12/21/2022] Open
Abstract
Chronic malaria is a major public health problem and significant challenge for disease eradication efforts. Despite its importance, the biological factors underpinning chronic malaria are not fully understood. Recent studies have shown that host metabolic state can influence malaria pathogenesis and transmission, but its role in chronicity is not known. Here, with the goal of identifying distinct modifications in the metabolite profiles of acute versus chronic malaria, metabolomics was performed on plasma from Plasmodium-infected humans and nonhuman primates with a range of parasitemias and clinical signs. In rhesus macaques infected with Plasmodium coatneyi, significant alterations in amines, carnitines, and lipids were detected during a high parasitemic acute phase and many of these reverted to baseline levels once a low parasitemic chronic phase was established. Plasmodium gene expression, studied in parallel in the macaques, revealed transcriptional changes in amine, fatty acid, lipid and energy metabolism genes, as well as variant antigen genes. Furthermore, a common set of amines, carnitines, and lipids distinguished acute from chronic malaria in plasma from human Plasmodium falciparum cases. In summary, distinct host-parasite metabolic environments have been uncovered that characterize acute versus chronic malaria, providing insights into the underlying host-parasite biology of malaria disease progression.
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Affiliation(s)
- Regina Joice Cordy
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA.,Department of Biology, Wake Forest University, Winston-Salem, North Carolina, USA
| | | | - Loukia N Lili
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA.,Department of Genetics and Genomic Sciences, Institute for Next Generation Healthcare, Icahn School of Medicine, Mount Sinai, New York, New York, USA
| | - Monica Cabrera-Mora
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Jung-Ting Chien
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Gregory K Tharp
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Manoj Khadka
- Emory Integrated Lipidomics Core, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Esmeralda Vs Meyer
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Stacey A Lapp
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Chester J Joyner
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - AnaPatricia Garcia
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA
| | - Sophia Banton
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - ViLinh Tran
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Viravarn Luvira
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Siriwan Rungin
- Mahidol Vivax Research Unit, Mahidol University, Bangkok, Thailand
| | - Teerawat Saeseu
- Mahidol Vivax Research Unit, Mahidol University, Bangkok, Thailand
| | | | | | | | | | - Jessica C Kissinger
- Institute of Bioinformatics.,Center for Tropical and Emerging Global Diseases, and.,Department of Genetics, University of Georgia, Athens, Georgia, USA
| | - Eric A Ortlund
- Emory Integrated Lipidomics Core, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Steven E Bosinger
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA.,Department of Pathology and Laboratory Medicine, Emory School of Medicine, Atlanta, Georgia, USA
| | - John W Barnwell
- Malaria Branch, Division of Parasitic Diseases and Malaria, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Dean P Jones
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Karan Uppal
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Shuzhao Li
- Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, School of Medicine, Emory University, Atlanta, Georgia, USA
| | | | - Alberto Moreno
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA.,Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia, USA
| | - Mary R Galinski
- Emory Vaccine Center and Yerkes National Primate Research Center, Emory University, Atlanta, Georgia, USA.,Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia, USA
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5
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Lili LN, Huang AD, Zhang M, Wang L, McDonald LD, Matyunina LV, Satpathy M, McDonald JF. Time-course analysis of microRNA-induced mesenchymal-to-epithelial transition underscores the complexity of the underlying molecular processes. Cancer Lett 2018; 428:184-191. [PMID: 29733963 DOI: 10.1016/j.canlet.2018.05.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 04/30/2018] [Accepted: 05/01/2018] [Indexed: 12/13/2022]
Abstract
Expression levels of the miR-200 family of miRNAs are significantly reduced during the epithelial-to-mesenchymal transition (EMT) and consequent metastasis of ovarian and other cancers. Consistently, ectopic over-expression of miR-200 family miRNAs in mesenchymal-like cells reverses the process by converting treated cells to an epithelial phenotype, thereby reducing invasiveness and increasing sensitivity to chemotherapeutic drugs. To better understand the dynamics and molecular processes underlying miRNA-induced mesenchymal-to mesenchymal transition (MET), a time-course study was conducted where miRNA-induced morphological and molecular changes associated with MET were monitored over a period of 144 h. Morphological transition from an elongated mesenchymal-like to a cuboidal epithelial-like phenotype is maximized at 48 h with cells returning to the elongated phenotype by 144 h. Changes in the expression of >3000 genes, including many previously associated with epithelial-to-mesenchymal transition (EMT), are most pronounced at 48 h, and approach starting levels of expression by 144 h. The majority of these genes are not direct targets of miR-429. Targeted (siRNA) inhibition of key miR-429 regulated genes previously implicated as drivers of EMT/MET, do not recapitulate miR-429 induced MET indicating that the underlying molecular processes are complex.
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Affiliation(s)
- Loukia N Lili
- Integrated Cancer Research Center, School of Biological Sciences, Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, 315 Ferst Drive, Atlanta, GA 30309, USA.
| | - Andrew D Huang
- Integrated Cancer Research Center, School of Biological Sciences, Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, 315 Ferst Drive, Atlanta, GA 30309, USA.
| | - Mengnan Zhang
- Integrated Cancer Research Center, School of Biological Sciences, Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, 315 Ferst Drive, Atlanta, GA 30309, USA.
| | - Lijuan Wang
- Integrated Cancer Research Center, School of Biological Sciences, Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, 315 Ferst Drive, Atlanta, GA 30309, USA.
| | - L DeEtte McDonald
- Integrated Cancer Research Center, School of Biological Sciences, Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, 315 Ferst Drive, Atlanta, GA 30309, USA.
| | - Lilya V Matyunina
- Integrated Cancer Research Center, School of Biological Sciences, Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, 315 Ferst Drive, Atlanta, GA 30309, USA.
| | - Minati Satpathy
- Integrated Cancer Research Center, School of Biological Sciences, Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, 315 Ferst Drive, Atlanta, GA 30309, USA.
| | - John F McDonald
- Integrated Cancer Research Center, School of Biological Sciences, Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, 315 Ferst Drive, Atlanta, GA 30309, USA.
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6
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Fischer ST, Lili LN, Li S, Tran VT, Stewart KB, Schwartz CE, Jones DP, Sherman SL, Fridovich-Keil JL. Low-level maternal exposure to nicotine associates with significant metabolic perturbations in second-trimester amniotic fluid. Environ Int 2017; 107:227-234. [PMID: 28759762 PMCID: PMC5569895 DOI: 10.1016/j.envint.2017.07.019] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Revised: 07/08/2017] [Accepted: 07/20/2017] [Indexed: 05/05/2023]
Abstract
Decades of public health research have documented that smoking in pregnancy poses significant health risks to both mother and child. More recent studies have shown that even passive maternal exposure to secondhand smoke associates with negative birth outcomes. However, the mechanisms linking exposure to outcomes have remained obscure. As a first step toward defining the metabolic consequence of low-level nicotine exposure on fetal development, we conducted an untargeted metabolomic analysis of 81 paired samples of maternal serum and amniotic fluid collected from karyotypically normal pregnancies in the second trimester. By comparing the m/z and retention times of our mass spectral features with confirmed standards, we identified cotinine, a nicotine derivative, and used the calculated cotinine concentrations to classify our maternal serum samples into exposure groups using previously defined cut-offs. We found that cotinine levels consistent with low-level maternal exposure to nicotine associated with distinct metabolic perturbations, particularly in amniotic fluid. In fact, the metabolic effects in amniotic fluid of ostensibly low-level exposed mothers showed greater overlap with perturbations previously observed in the sera of adult smokers than did the perturbations observed in the corresponding maternal sera. Dysregulated fetal pathways included aspartate and asparagine metabolism, pyrimidine metabolism, and metabolism of other amino acids. We also observed a strong negative association between level of maternal serum cotinine and acetylated polyamines in the amniotic fluid. Combined, these results confirm that low-level maternal nicotine exposure, indicated by a maternal serum cotinine level of 2-10ng/mL, is associated with striking metabolic consequences in the fetal compartment, and that the affected pathways overlap those perturbed in the sera of adult smokers.
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Affiliation(s)
- S Taylor Fischer
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Grace Crum Rollins Building, 1518 Clifton Road, Atlanta, GA 30322, USA; Department of Human Genetics, School of Medicine, Emory University, Whitehead Biomedical Research Building, Suite 301, 615 Michael Street, Atlanta, GA 30322, USA
| | - Loukia N Lili
- Clinical Biomarkers Laboratory, Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, Whitehead Biomedical Research Building, Suite 225, 615 Michael Street, Atlanta, GA 30322, USA
| | - Shuzhao Li
- Clinical Biomarkers Laboratory, Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, Whitehead Biomedical Research Building, Suite 225, 615 Michael Street, Atlanta, GA 30322, USA
| | - ViLinh T Tran
- Clinical Biomarkers Laboratory, Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, Whitehead Biomedical Research Building, Suite 225, 615 Michael Street, Atlanta, GA 30322, USA
| | - Kim B Stewart
- Greenwood Genetic Center, 101 Gregor Mendel Circle, Greenwood, SC 29646, USA
| | - Charles E Schwartz
- Greenwood Genetic Center, 101 Gregor Mendel Circle, Greenwood, SC 29646, USA
| | - Dean P Jones
- Clinical Biomarkers Laboratory, Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, Whitehead Biomedical Research Building, Suite 225, 615 Michael Street, Atlanta, GA 30322, USA
| | - Stephanie L Sherman
- Department of Human Genetics, School of Medicine, Emory University, Whitehead Biomedical Research Building, Suite 301, 615 Michael Street, Atlanta, GA 30322, USA
| | - Judith L Fridovich-Keil
- Department of Human Genetics, School of Medicine, Emory University, Whitehead Biomedical Research Building, Suite 301, 615 Michael Street, Atlanta, GA 30322, USA.
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7
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Lili LN, Farkas AE, Gerner-Smidt C, Overgaard CE, Moreno CS, Parkos CA, Capaldo CT, Nusrat A. Claudin-based barrier differentiation in the colonic epithelial crypt niche involves Hopx/Klf4 and Tcf7l2/Hnf4-α cascades. Tissue Barriers 2016; 4:e1214038. [PMID: 27583195 DOI: 10.1080/21688370.2016.1214038] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Revised: 07/11/2016] [Accepted: 07/11/2016] [Indexed: 12/13/2022] Open
Abstract
Colonic enterocytes form a rapidly renewing epithelium and barrier to luminal antigens. During renewal, coordinated expression of the claudin family of genes is vital to maintain the epithelial barrier. Disruption of this process contributes to barrier compromise and mucosal inflammatory diseases. However, little is known about the regulation of this critical aspect of epithelial cell differentiation. In order to identify claudin regulatory factors we utilized high-throughput gene microarrays and correlation analyses. We identified complex expression gradients for the transcription factors Hopx, Hnf4a, Klf4 and Tcf7l2, as well as 12 claudins, during differentiation. In vitro confirmatory methods identified 2 pathways that stimulate claudin expression; Hopx/Klf4 activation of Cldn4, 7 and 15, and Tcf7l2/Hnf4a up-regulation of Cldn23. Chromatin immunoprecipitation confirmed a Tcf7l2/Hnf4a/Claudin23 cascade. Furthermore, Hnf4a conditional knockout mice fail to induce Cldn23 during colonocyte differentiation. In conclusion, we report a comprehensive screen of colonic claudin gene expression and discover spatiotemporal Hopx/Klf4 and Tcf7l2/Hnf4a signaling as stimulators of colonic epithelial barrier differentiation.
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Affiliation(s)
- Loukia N Lili
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine , Atlanta, GA, USA
| | - Attila E Farkas
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA; Institute of Biophysics, Biological Research Center, Szeged, Hungary
| | - Christian Gerner-Smidt
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine , Atlanta, GA, USA
| | | | - Carlos S Moreno
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine , Atlanta, GA, USA
| | - Charles A Parkos
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA; Department of Pathology, University of Michigan, Ann Arbor, MI, USA
| | | | - Asma Nusrat
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA; Department of Pathology, University of Michigan, Ann Arbor, MI, USA
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Medina-Contreras O, Harusato A, Nishio H, Flannigan KL, Ngo V, Leoni G, Neumann PA, Geem D, Lili LN, Ramadas RA, Chassaing B, Gewirtz AT, Kohlmeier JE, Parkos CA, Towne JE, Nusrat A, Denning TL. Cutting Edge: IL-36 Receptor Promotes Resolution of Intestinal Damage. J Immunol 2016; 196:34-8. [PMID: 26590314 PMCID: PMC4684965 DOI: 10.4049/jimmunol.1501312] [Citation(s) in RCA: 96] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Accepted: 10/27/2015] [Indexed: 02/02/2023]
Abstract
IL-1 family members are central mediators of host defense. In this article, we show that the novel IL-1 family member IL-36γ was expressed during experimental colitis and human inflammatory bowel disease. Germ-free mice failed to induce IL-36γ in response to dextran sodium sulfate (DSS)-induced damage, suggesting that gut microbiota are involved in its induction. Surprisingly, IL-36R-deficient (Il1rl2(-/-)) mice exhibited defective recovery following DSS-induced damage and impaired closure of colonic mucosal biopsy wounds, which coincided with impaired neutrophil accumulation in the wound bed. Failure of Il1rl2(-/-) mice to recover from DSS-induced damage was associated with a profound reduction in IL-22 expression, particularly by colonic neutrophils. Defective recovery of Il1rl2(-/-) mice could be rescued by an aryl hydrocarbon receptor agonist, which was sufficient to restore IL-22 expression and promote full recovery from DSS-induced damage. These findings implicate the IL-36/IL-36R axis in the resolution of intestinal mucosal wounds.
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Affiliation(s)
| | - Akihito Harusato
- Institute for Biomedical Sciences, Georgia State University, Atlanta, GA 30303
| | - Hikaru Nishio
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322
| | - Kyle L Flannigan
- Institute for Biomedical Sciences, Georgia State University, Atlanta, GA 30303
| | - Vu Ngo
- Institute for Biomedical Sciences, Georgia State University, Atlanta, GA 30303
| | - Giovanna Leoni
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322
| | | | - Duke Geem
- Institute for Biomedical Sciences, Georgia State University, Atlanta, GA 30303; Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322
| | - Loukia N Lili
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322
| | | | - Benoit Chassaing
- Institute for Biomedical Sciences, Georgia State University, Atlanta, GA 30303
| | - Andrew T Gewirtz
- Institute for Biomedical Sciences, Georgia State University, Atlanta, GA 30303
| | - Jacob E Kohlmeier
- Department of Microbiology and Immunology, Emory University, Atlanta, GA 30322
| | - Charles A Parkos
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322; Department of Pathology, University of Michigan, Ann Arbor, MI 48109; and
| | | | - Asma Nusrat
- Department of Pathology and Laboratory Medicine, Emory University, Atlanta, GA 30322; Department of Pathology, University of Michigan, Ann Arbor, MI 48109; and
| | - Timothy L Denning
- Institute for Biomedical Sciences, Georgia State University, Atlanta, GA 30303;
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Abstract
OBJECTIVES There is a growing body of evidence that targeted gene therapy holds great promise for the future treatment of cancer. A crucial step in this therapy is the accurate identification of appropriate candidate genes/pathways for targeted treatment. One approach is to identify variant genes/pathways that are significantly enriched in groups of afflicted individuals relative to control subjects. However, if there are multiple molecular pathways to the same cancer, the molecular determinants of the disease may be heterogeneous among individuals and possibly go undetected by group analyses. METHODS In an effort to explore this question in pancreatic cancer, we compared the most significantly differentially expressed genes/pathways between cancer and control patient samples as determined by group versus personalized analyses. RESULTS We found little to no overlap between genes/pathways identified by gene expression profiling using group analyses relative to those identified by personalized analyses. CONCLUSIONS Our results indicate that personalized and not group molecular profiling is the most appropriate approach for the identification of putative candidates for targeted gene therapy of pancreatic and perhaps other cancers with heterogeneous molecular etiology.
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Affiliation(s)
- Loukia N. Lili
- From the *Integrated Cancer Research Center, School of Biology, and Parker H. Petit Institute of Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta; and †Cancer Treatment Centers of America SE Regional Facility, Newnan, GA
| | - Lilya V. Matyunina
- From the *Integrated Cancer Research Center, School of Biology, and Parker H. Petit Institute of Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta; and †Cancer Treatment Centers of America SE Regional Facility, Newnan, GA
| | - L. DeEtte Walker
- From the *Integrated Cancer Research Center, School of Biology, and Parker H. Petit Institute of Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta; and †Cancer Treatment Centers of America SE Regional Facility, Newnan, GA
| | - George W. Daneker
- From the *Integrated Cancer Research Center, School of Biology, and Parker H. Petit Institute of Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta; and †Cancer Treatment Centers of America SE Regional Facility, Newnan, GA
| | - John F. McDonald
- From the *Integrated Cancer Research Center, School of Biology, and Parker H. Petit Institute of Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta; and †Cancer Treatment Centers of America SE Regional Facility, Newnan, GA
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Lili LN, Matyunina LV, Walker LD, Wells SL, Benigno BB, McDonald JF. Molecular profiling supports the role of epithelial-to-mesenchymal transition (EMT) in ovarian cancer metastasis. J Ovarian Res 2013; 6:49. [PMID: 23837907 PMCID: PMC3726281 DOI: 10.1186/1757-2215-6-49] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2013] [Accepted: 07/08/2013] [Indexed: 01/10/2023] Open
Abstract
Background While metastasis ranks among the most lethal of all cancer-associated processes, on the molecular level, it remains one of the least well understood. One model that has gained credibility in recent years is that metastasizing cells at least partially recapitulate the developmental process of epithelial-to-mesenchymal transition (EMT) in their transit from primary to metastatic sites. While experimentally supported by cell culture and animal model studies, the lack of unambiguous confirmatory evidence in cancer patients has led to persistent challenges to the model’s relevance in humans. Methods Gene expression profiling (Affymetrix, U133) was carried out on 14 matched sets of primary (ovary) and metastatic (omentum) ovarian cancer (serous adenocarcinoma) patient samples. Hierarchical clustering and functional pathway algorithms were used in the data analysis. Results While histological examination reveled no morphological distinction between the matched sets of primary and metastatic samples, gene expression profiling clearly distinguished two classes of metastatic samples. One class displayed expression patterns statistically indistinguishable from primary samples isolated from the same patients while a second class displayed expression patterns significantly different from primary samples. Further analyses focusing on genes previously associated with EMT clearly distinguished the primary from metastatic samples in all but one patient. Conclusion Our results are consistent with a role of EMT in most if not all ovarian cancer metastases and demonstrate that identical morphologies between primary and metastatic cancer samples is insufficient evidence to negate a role of EMT in the metastatic process.
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Affiliation(s)
- Loukia N Lili
- Integrated Cancer Research Center, School of Biology, and Parker H, Petit Institute of Bioengineering and Biosciences, Georgia Institute of Technology, 315 Ferst Dr,, Atlanta, GA 30332, USA.
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Abstract
The conditions under which plasmids are predicted to persist remain controversial. Here, we reevaluate the ordinary differential equations used previously to model plasmid persistence and conclude that the parameter space required for maintenance is far less stringent than has been supposed. Strikingly, our model demonstrates that purely parasitic plasmids may persist, even in the absence of heterogeneity in the host population, and that this persistence is expressed by oscillations or damped oscillations between the plasmid-bearing and the plasmid-free class.
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Affiliation(s)
- Loukia N Lili
- Department of Mathematical Sciences , University of Bath, BA2 7AY, Bath, United Kingdom
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