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Tang W, Wu S, Tang Y, Ma J, Ao Y, Liu L, Wei K. Microarray analysis identifies lncFirre as a potential regulator of obesity-related acute lung injury. Life Sci 2024; 340:122459. [PMID: 38307237 DOI: 10.1016/j.lfs.2024.122459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 01/21/2024] [Accepted: 01/22/2024] [Indexed: 02/04/2024]
Abstract
AIMS The inflammatory response in acute lung injury/acute respiratory distress syndrome (ALI/ARDS) is heightened in obesity. The aim of this study was to investigate whether lncRNAs are involved in the effects of obesity on acute lung injury and to find possible effector lncRNAs. MAIN METHODS Microarray analysis was used to assess the transcriptional profiles of lncRNAs and mRNAs in lung tissues from normal (CON), high-fat diet induced obese (DIO), and obese ALI mice (DIO-ALI). GO and KEGG analyses were employed to explore the biological functions of differentially expressed genes. A lncRNA-mRNA co-expression network was constructed to identify specific lncRNA. Lung tissues and peripheral blood samples from patients with obesity and healthy lean donors were utilized to confirm the expression characteristics of lncFirre through qRT-PCR. lncFirre was knocked down in MH-S macrophages to explore its function. ELISA and Griess reagent kit were used to detect PGE2 and NO. Flow cytometry was used to detect macrophages polarization. KEY FINDINGS There were 475 lncRNAs and 404 mRNAs differentially expressed between DIO and CON, while 1348 lncRNAs and 1349 mRNAs between DIO-ALI and DIO. Obesity increased lncFirre expression in both mice and patients, and PA elevated lncFirre in MH-S. PA exacerbated the inflammation and proinflammatory polarization of MH-S induced by LPS. LncFirre knockdown inhibited the secretion of PGE2 and NO, M1 differentiation while promoted the M2 differentiation in PA and LPS co-challenged MH-S. SIGNIFICANCE Interfering with lncFirre effectively inhibit inflammation in MH-S, lncFirre can serve as a promising target for treating obesity-related ALI.
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Affiliation(s)
- Wenjing Tang
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Siqi Wu
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yin Tang
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Jingyue Ma
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Yichan Ao
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Ling Liu
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.
| | - Ke Wei
- Department of Anesthesiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.
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Fini MA, Monks JA, Li M, Gerasimovskaya E, Paucek P, Wang K, Frid MG, Pugliese SC, Bratton D, Yu YR, Irwin D, Karin M, Wright RM, Stenmark KR. Macrophage Xanthine Oxidoreductase Links LPS Induced Lung Inflammatory Injury to NLRP3 Inflammasome Expression and Mitochondrial Respiration. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.21.550055. [PMID: 37502951 PMCID: PMC10370167 DOI: 10.1101/2023.07.21.550055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Acute lung injury (ALI) and the acute respiratory distress syndrome (ARDS) remain poorly treated inflammatory lung disorders. Both reactive oxygen species (ROS) and macrophages are involved in the pathogenesis of ALI/ARDS. Xanthine oxidoreductase (XOR) is an ROS generator that plays a central role in the inflammation that contributes to ALI. To elucidate the role of macrophage-specific XOR in endotoxin induced ALI, we developed a conditional myeloid specific XOR knockout in mice. Myeloid specific ablation of XOR in LPS insufflated mice markedly attenuated lung injury demonstrating the essential role of XOR in this response. Macrophages from myeloid specific XOR knockout exhibited loss of inflammatory activation and increased expression of anti-inflammatory genes/proteins. Transcriptional profiling of whole lung tissue of LPS insufflated XOR fl/fl//LysM-Cre mice demonstrated an important role for XOR in expression and activation of the NLRP3 inflammasome and acquisition of a glycolytic phenotype by inflammatory macrophages. These results identify XOR as an unexpected link between macrophage redox status, mitochondrial respiration and inflammatory activation.
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Vargas-Medrano J, Carcoba LM, Vidal Martinez G, Mulla ZD, Diaz V, Ruiz-Velasco A, Alvarez-Primo F, Colina G, Iñiguez SD, Thompson PM, O’Dell LE, Gadad BS. Sex and diet-dependent gene alterations in human and rat brains with a history of nicotine exposure. Front Psychiatry 2023; 14:1104563. [PMID: 36846236 PMCID: PMC9950561 DOI: 10.3389/fpsyt.2023.1104563] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 01/19/2023] [Indexed: 02/12/2023] Open
Abstract
Introduction Chronic nicotine exposure induces changes in the expression of key regulatory genes associated with metabolic function and neuronal alterations in the brain. Many bioregulatory genes have been associated with exposure to nicotine, but the modulating effects of sex and diet on gene expression in nicotine-exposed brains have been largely unexplored. Both humans and rodents display motivation for nicotine use and the emergence of withdrawal symptoms during abstinence. Research comparing pre-clinical models with human subjects provides an important opportunity to understand common biomarkers of the harmful effects of nicotine as well as information that may help guide the development of more effective interventions for nicotine cessation. Methods Human postmortem dorsolateral prefrontal cortex (dLPFC) tissue BA9 was collected from female and male subjects, smokers and non-smokers (N = 12 per group). Rat frontal lobes were collected from female and male rats that received a regular diet (RD) or a high-fat diet (HFD) (N = 12 per group) for 14 days following implantation of a osmotic mini-pump (Alzet) that delivered nicotine continuously. Controls (control-s) received a sham surgical procedure. RNA was extracted from tissue from human and rat samples and reversed-transcribed to cDNA. Gene expression of CHRNA10 (Cholinergic receptor nicotinic alpha 10), CERKL (Ceramide Kinase-Like), SMYD1 (SET and MYD Domin Containing 1), and FA2H (Fatty Acid 2-Hydrolase) in humans was compared to rats in each subset of groups and quantified by qPCR methods. Additionally, protein expression of FA2H was analyzed by immunohistochemistry (IHC) in human dLPFC. Results Humans with a history of smoking displayed decreased CHRNA10 (p = 0.0005), CERKL (p ≤ 0.0001), and SMYD1 (p = 0.0005) expression and increased FA2H (p = 0.0097) expression compared to non-smokers (p < 0.05). Similar patterns of results were observed in nicotine exposed vs. control rats. Interestingly, sex-related differences in gene expression for CERKL and FA2H were observed. In addition, ANCOVA analysis showed a significant effect of nicotine in a sex-different manner, including an increase in CERKL in male and female rats with RD or HFD. In rats exposed to an HFD, FA2H gene expression was lower in nicotine-treated rats compared to RD rats treated with nicotine. Protein expression of FA2H (p = 0.001) by IHC was significantly higher in smokers compared to non-smokers. Conclusion These results suggest that a history of long-term nicotine exposure in humans alters the expression of sphingolipid metabolism-related (CERKL, SMYD1, and FA2H) and neuronal (CHRNA10) marker genes similarly as compared to rats. Sex- and diet-dependent differences appear in nicotine-exposed rats, critical in regulating sphingolipid metabolism and nicotinic acetylcholine receptors. This research enhances the construct validity of rat models of nicotine usage by showing a similar pattern of changes in gene expression in human subjects with a smoking history.
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Affiliation(s)
- Javier Vargas-Medrano
- Department of Psychiatry, Texas Tech University Health Sciences Center, El Paso, TX, United States
- Southwest Brain Bank, Texas Tech University Health Sciences Center, El Paso, TX, United States
| | - Luis M. Carcoba
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, TX, United States
| | - Guadalupe Vidal Martinez
- Department of Psychiatry, Texas Tech University Health Sciences Center, El Paso, TX, United States
- Southwest Brain Bank, Texas Tech University Health Sciences Center, El Paso, TX, United States
| | - Zuber D. Mulla
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, TX, United States
| | - Victoria Diaz
- Department of Psychiatry, Texas Tech University Health Sciences Center, El Paso, TX, United States
- Southwest Brain Bank, Texas Tech University Health Sciences Center, El Paso, TX, United States
| | - Alejandra Ruiz-Velasco
- Department of Psychiatry, Texas Tech University Health Sciences Center, El Paso, TX, United States
- Southwest Brain Bank, Texas Tech University Health Sciences Center, El Paso, TX, United States
| | - Fabian Alvarez-Primo
- Department of Psychiatry, Texas Tech University Health Sciences Center, El Paso, TX, United States
- Southwest Brain Bank, Texas Tech University Health Sciences Center, El Paso, TX, United States
| | - Gabriela Colina
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, TX, United States
| | - Sergio D. Iñiguez
- Department of Psychology, The University of Texas at El Paso, El Paso, TX, United States
| | - Peter M. Thompson
- Department of Psychiatry, Texas Tech University Health Sciences Center, El Paso, TX, United States
- Southwest Brain Bank, Texas Tech University Health Sciences Center, El Paso, TX, United States
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, TX, United States
| | - Laura E. O’Dell
- Department of Psychology, The University of Texas at El Paso, El Paso, TX, United States
| | - Bharathi S. Gadad
- Department of Psychiatry, Texas Tech University Health Sciences Center, El Paso, TX, United States
- Southwest Brain Bank, Texas Tech University Health Sciences Center, El Paso, TX, United States
- Paul L. Foster School of Medicine, Texas Tech University Health Sciences Center, El Paso, TX, United States
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Chiang MD, Chang CY, Shih HJ, Le VL, Huang YH, Huang CJ. Exosomes from Human Placenta Choriodecidual Membrane-Derived Mesenchymal Stem Cells Mitigate Endoplasmic Reticulum Stress, Inflammation, and Lung Injury in Lipopolysaccharide-Treated Obese Mice. Antioxidants (Basel) 2022; 11:antiox11040615. [PMID: 35453300 PMCID: PMC9029526 DOI: 10.3390/antiox11040615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 03/15/2022] [Accepted: 03/22/2022] [Indexed: 11/16/2022] Open
Abstract
Endoplasmic reticulum (ER) stress mediates the effects of obesity on aggravating sepsis-induced lung injury. We investigated whether exosomes from human placenta choriodecidual membrane-derived mesenchymal stem cells (pcMSCs) can mitigate pulmonary ER stress, lung injury, and the mechanisms of inflammation, oxidation, and apoptosis in lipopolysaccharide-treated obese mice. Diet-induced obese (DIO) mice (adult male C57BL/6J mice fed with a 12-week high-fat diet) received lipopolysaccharide (10 mg/kg, i.p.; DIOLPS group) or lipopolysaccharide plus exosomes (1 × 108 particles/mouse, i.p.; DIOLPSExo group). Our data demonstrated lower levels of ER stress (upregulation of glucose-regulated protein 78, phosphorylated eukaryotic initiation factor 2α, and C/EBP homologous protein; p = 0.038, <0.001, and <0.001, respectively), inflammation (activation of nuclear factor-kB, hypoxia-inducible factor-1α, macrophages, and NLR family pyrin domain containing 3; upregulation of tumor necrosis factor-α, interleukin-1β, and interleukin-6; p = 0.03, <0.001, <0.001, <0.001, <0.001, <0.001, and <0.001, respectively), lipid peroxidation (p < 0.001), and apoptosis (DNA fragmentation, p = 0.003) in lung tissues, as well as lower lung injury level (decreases in tidal volume, peak inspiratory flow, and end expiratory volume; increases in resistance, injury score, and tissue water content; p < 0.001, <0.001, <0.001, <0.001, <0.001, and =0.002, respectively) in the DIOLPSExo group than in the DIOLPS group. In conclusion, exosomes from human pcMSCs mitigate pulmonary ER stress, inflammation, oxidation, apoptosis, and lung injury in lipopolysaccharide-treated obese mice.
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Affiliation(s)
- Milton D. Chiang
- International Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan; (M.D.C.); (V.L.L.)
| | - Chao-Yuan Chang
- Department of Medical Research, Wan Fang Hospital, Taipei Medical University, Taipei 116, Taiwan;
- Integrative Research Center for Critical Care, Wan Fang Hospital, Taipei Medical University, Taipei 116, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Hung-Jen Shih
- Division of Urology, Department of Surgery, Changhua Christian Hospital, Changhua 500, Taiwan;
- Department of Recreation and Holistic Wellness, MinDao University, Changhua 523, Taiwan
- Department of Urology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Van Long Le
- International Ph.D. Program in Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan; (M.D.C.); (V.L.L.)
- Department of Anesthesiology and Critical Care, Hue University of Medicine and Pharmacy, Hue City 52000, Vietnam
| | - Yen-Hua Huang
- Department of Biochemistry and Molecular Cell Biology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan;
- Research Center for Cell Therapy and Regeneration Medicine, Taipei Medical University, Taipei 110, Taiwan
- International Ph.D. Program for Cell Therapy and Regeneration Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
- Center for Reproductive Medicine, Taipei Medical University Hospital, Taipei Medical University, Taipei 110, Taiwan
| | - Chun-Jen Huang
- Integrative Research Center for Critical Care, Wan Fang Hospital, Taipei Medical University, Taipei 116, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
- Department of Anesthesiology, Wan Fang Hospital, Taipei Medical University, Taipei 116, Taiwan
- Department of Anesthesiology, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
- Correspondence: ; Tel.: +886-2-29307930 (ext. 2160); Fax: +886-2-29302448
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5
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High-fat diet-induced obesity affects alpha 7 nicotine acetylcholine receptor expressions in mouse lung myeloid cells. Sci Rep 2020; 10:18368. [PMID: 33110180 PMCID: PMC7592050 DOI: 10.1038/s41598-020-75414-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 10/14/2020] [Indexed: 12/16/2022] Open
Abstract
Ample evidence indicates that obesity causes dysfunctions in the lung. Previous studies also show that cholinergic anti-inflammatory pathways play crucial roles in obesity-induced chronic inflammation via α7 nicotinic acetylcholine receptor (α7nAChR) signaling. However, it remains unclear whether and how obesity affects the expressions of α7nAChR in myeloid cells in the lung. To address this question, we treated regular chow diet-fed mice or high-fat diet induced obese mice with lipopolysaccharide (LPS) or vehicle via endotracheal injections. By using a multicolor flow cytometry approach to analyze and characterize differential cell subpopulations and α7nAChR expressions, we find no detectable α7nAChR in granulocytes, monocytes and alveolar macrophages, and low expression levels of α7nAChR were detected in interstitial macrophages. Interestingly, we find that a challenge with LPS treatment significantly increased expression levels of α7nAChR in monocytes, alveolar and interstitial macrophages. Meanwhile, we observed that the expression levels of α7nAChR in alveolar and interstitial macrophages in high-fat diet induced obese mice were lower than regular chow diet-fed mice challenged by the LPS. Together, our findings indicate that obesity alters the expressions of α7nAChR in differential lung myeloid cells.
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Al Heialy S, Hachim MY, Senok A, Gaudet M, Abou Tayoun A, Hamoudi R, Alsheikh-Ali A, Hamid Q. Regulation of Angiotensin- Converting Enzyme 2 in Obesity: Implications for COVID-19. Front Physiol 2020; 11:555039. [PMID: 33071815 PMCID: PMC7531362 DOI: 10.3389/fphys.2020.555039] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 08/27/2020] [Indexed: 12/13/2022] Open
Abstract
The ongoing COVID-19 pandemic is caused by the novel coronavirus SARS-CoV-2. Age, smoking, obesity, and chronic diseases such as cardiovascular disease and diabetes have been described as risk factors for severe complications and mortality in COVID-19. Obesity and diabetes are usually associated with dysregulated lipid synthesis and clearance, which can initiate or aggravate pulmonary inflammation and injury. It has been shown that for viral entry into the host cell, SARS-CoV-2 utilizes the angiotensin-converting enzyme 2 (ACE2) receptors present on the cells. We aimed to characterize how SARS-CoV-2 dysregulates lipid metabolism pathways in the host and the effect of dysregulated lipogenesis on the regulation of ACE2, specifically in obesity. In our study, through the re-analysis of publicly available transcriptomic data, we first found that lung epithelial cells infected with SARS-CoV-2 showed upregulation of genes associated with lipid metabolism, including the SOC3 gene, which is involved in the regulation of inflammation and inhibition of leptin signaling. This is of interest as viruses may hijack host lipid metabolism to allow the completion of their viral replication cycles. Furthermore, a dataset using a mouse model of diet-induced obesity showed a significant increase in Ace2 expression in the lungs, which negatively correlated with the expression of genes that code for sterol response element-binding proteins 1 and 2 (SREBP). Suppression of Srebp1 showed a significant increase in Ace2 expression in the lung. Moreover, ACE2 expression in human subcutaneous adipose tissue can be regulated through changes in diet. Validation of the in silico data revealed a higher expression of ACE2, TMPRSS2 and SREBP1 in vitro in lung epithelial cells from obese subjects compared to non-obese subjects. To our knowledge this is the first study to show upregulation of ACE2 and TMPRSS2 in obesity. In silico and in vitro results suggest that the dysregulated lipogenesis and the subsequently high ACE2 expression in obese patients might be the mechanism underlying the increased risk for severe complications in those patients when infected by SARS-CoV-2.
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Affiliation(s)
- Saba Al Heialy
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates.,Meakins-Christie Laboratories, Research Institute of the McGill University Health Center, Montreal, QC, Canada
| | - Mahmood Yaseen Hachim
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Abiola Senok
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Mellissa Gaudet
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Center, Montreal, QC, Canada
| | - Ahmad Abou Tayoun
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates.,Al Jalila Children's Specialty Hospital, Dubai, United Arab Emirates
| | - Rifat Hamoudi
- Sharjah Institute for Medical Research, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
| | - Alawi Alsheikh-Ali
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Qutayba Hamid
- Meakins-Christie Laboratories, Research Institute of the McGill University Health Center, Montreal, QC, Canada.,Sharjah Institute for Medical Research, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
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7
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Stratton K, Webb-Robertson BJM, McCue LA, Stanfill B, Claborne D, Godinez I, Johansen T, Thompson AM, Burnum-Johnson KE, Waters KM, Bramer LM. pmartR: Quality Control and Statistics for Mass Spectrometry-Based Biological Data. J Proteome Res 2019; 18:1418-1425. [PMID: 30638385 PMCID: PMC6750869 DOI: 10.1021/acs.jproteome.8b00760] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Indexed: 02/06/2023]
Abstract
Prior to statistical analysis of mass spectrometry (MS) data, quality control (QC) of the identified biomolecule peak intensities is imperative for reducing process-based sources of variation and extreme biological outliers. Without this step, statistical results can be biased. Additionally, liquid chromatography-MS proteomics data present inherent challenges due to large amounts of missing data that require special consideration during statistical analysis. While a number of R packages exist to address these challenges individually, there is no single R package that addresses all of them. We present pmartR, an open-source R package, for QC (filtering and normalization), exploratory data analysis (EDA), visualization, and statistical analysis robust to missing data. Example analysis using proteomics data from a mouse study comparing smoke exposure to control demonstrates the core functionality of the package and highlights the capabilities for handling missing data. In particular, using a combined quantitative and qualitative statistical test, 19 proteins whose statistical significance would have been missed by a quantitative test alone were identified. The pmartR package provides a single software tool for QC, EDA, and statistical comparisons of MS data that is robust to missing data and includes numerous visualization capabilities.
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Affiliation(s)
- Kelly
G. Stratton
- National
Security Directorate, Pacific Northwest
National Laboratory, 902 Battelle Boulevard, Richland, Washington 99354, United States
| | - Bobbie-Jo M. Webb-Robertson
- National
Security Directorate, Pacific Northwest
National Laboratory, 902 Battelle Boulevard, Richland, Washington 99354, United States
| | - Lee Ann McCue
- Earth
& Biological Sciences Directorate, Pacific
Northwest National Laboratory, 902 Battelle Boulavard, Richland, Washington 99354, United States
| | - Bryan Stanfill
- National
Security Directorate, Pacific Northwest
National Laboratory, 902 Battelle Boulevard, Richland, Washington 99354, United States
| | - Daniel Claborne
- National
Security Directorate, Pacific Northwest
National Laboratory, 902 Battelle Boulevard, Richland, Washington 99354, United States
| | - Iobani Godinez
- National
Security Directorate, Pacific Northwest
National Laboratory, 902 Battelle Boulevard, Richland, Washington 99354, United States
| | - Thomas Johansen
- Department
of Statistics, Florida State University, 117 North Woodward Avenue, Tallahassee, Florida 32306, United States
| | - Allison M. Thompson
- Earth
& Biological Sciences Directorate, Pacific
Northwest National Laboratory, 902 Battelle Boulavard, Richland, Washington 99354, United States
| | - Kristin E. Burnum-Johnson
- Earth
& Biological Sciences Directorate, Pacific
Northwest National Laboratory, 902 Battelle Boulavard, Richland, Washington 99354, United States
| | - Katrina M. Waters
- Earth
& Biological Sciences Directorate, Pacific
Northwest National Laboratory, 902 Battelle Boulavard, Richland, Washington 99354, United States
| | - Lisa M. Bramer
- National
Security Directorate, Pacific Northwest
National Laboratory, 902 Battelle Boulevard, Richland, Washington 99354, United States
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8
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Pathobiological mechanisms underlying metabolic syndrome (MetS) in chronic obstructive pulmonary disease (COPD): clinical significance and therapeutic strategies. Pharmacol Ther 2019; 198:160-188. [PMID: 30822464 PMCID: PMC7112632 DOI: 10.1016/j.pharmthera.2019.02.013] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Chronic obstructive pulmonary disease (COPD) is a major incurable global health burden and is currently the 4th largest cause of death in the world. Importantly, much of the disease burden and health care utilisation in COPD is associated with the management of its comorbidities (e.g. skeletal muscle wasting, ischemic heart disease, cognitive dysfunction) and infective viral and bacterial acute exacerbations (AECOPD). Current pharmacological treatments for COPD are relatively ineffective and the development of effective therapies has been severely hampered by the lack of understanding of the mechanisms and mediators underlying COPD. Since comorbidities have a tremendous impact on the prognosis and severity of COPD, the 2015 American Thoracic Society/European Respiratory Society (ATS/ERS) Research Statement on COPD urgently called for studies to elucidate the pathobiological mechanisms linking COPD to its comorbidities. It is now emerging that up to 50% of COPD patients have metabolic syndrome (MetS) as a comorbidity. It is currently not clear whether metabolic syndrome is an independent co-existing condition or a direct consequence of the progressive lung pathology in COPD patients. As MetS has important clinical implications on COPD outcomes, identification of disease mechanisms linking COPD to MetS is the key to effective therapy. In this comprehensive review, we discuss the potential mechanisms linking MetS to COPD and hence plausible therapeutic strategies to treat this debilitating comorbidity of COPD.
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9
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Ubags NDJ, Burg E, Antkowiak M, Wallace AM, Dilli E, Bement J, Wargo MJ, Poynter ME, Wouters EFM, Suratt BT. A Comparative Study of Lung Host Defense in Murine Obesity Models. Insights into Neutrophil Function. Am J Respir Cell Mol Biol 2017; 55:188-200. [PMID: 27128821 DOI: 10.1165/rcmb.2016-0042oc] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
We have shown that obesity-associated attenuation of murine acute lung injury is driven, in part, by blunted neutrophil chemotaxis, yet differences were noted between the two models of obesity studied. We hypothesized that obesity-associated impairment of multiple neutrophil functions contributes to increased risk for respiratory infection but that such impairments may vary between murine models of obesity. We examined the most commonly used murine obesity models (diet-induced obesity, db/db, CPE(fat/fat), and ob/ob) using a Klebsiella pneumoniae pneumonia model and LPS-induced pneumonitis. Marrow-derived neutrophils from uninjured lean and obese mice were examined for in vitro functional responses. All obesity models showed impaired clearance of K. pneumoniae, but in differing temporal patterns. Failure to contain infection in obese mice was seen in the db/db model at both 24 and 48 hours, yet this defect was only evident at 24 hours in CPE(fat/fat) and ob/ob models, and at 48 hours in diet-induced obesity. LPS-induced airspace neutrophilia was decreased in all models, and associated with blood neutropenia in the ob/ob model but with leukocytosis in the others. Obese mouse neutrophils from all models demonstrated impaired chemotaxis, whereas neutrophil granulocyte colony-stimulating factor-mediated survival, LPS-induced cytokine transcription, and mitogen-activated protein kinase and signal transducer and activator of transcription 3 activation in response to LPS and granulocyte colony-stimulating factor, respectively, were variably impaired across the four models. Obesity-associated impairment of host response to lung infection is characterized by defects in neutrophil recruitment and survival. However, critical differences exist between commonly used mouse models of obesity and may reflect variable penetrance of elements of the metabolic syndrome, as well as other factors.
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Affiliation(s)
- Niki D J Ubags
- 1 Department of Respiratory Medicine, School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, the Netherlands; and.,Departments of 2 Medicine and
| | | | | | | | | | | | - Matthew J Wargo
- 3 Microbiology and Molecular Genetics, University of Vermont College of Medicine, Burlington, Vermont
| | | | - Emiel F M Wouters
- 1 Department of Respiratory Medicine, School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, the Netherlands; and
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10
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Khedoe PPSJ, Rensen PCN, Berbée JFP, Hiemstra PS. Murine models of cardiovascular comorbidity in chronic obstructive pulmonary disease. Am J Physiol Lung Cell Mol Physiol 2016; 310:L1011-27. [PMID: 26993520 DOI: 10.1152/ajplung.00013.2016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Accepted: 03/15/2016] [Indexed: 01/12/2023] Open
Abstract
Patients with chronic obstructive pulmonary disease (COPD) have an increased risk for cardiovascular disease (CVD). Currently, COPD patients with atherosclerosis (i.e., the most important underlying cause of CVD) receive COPD therapy complemented with standard CVD therapy. This may, however, not be the most optimal treatment. To investigate the link between COPD and atherosclerosis and to develop specific therapeutic strategies for COPD patients with atherosclerosis, a substantial number of preclinical studies using murine models have been performed. In this review, we summarize the currently used murine models of COPD and atherosclerosis, both individually and combined, and discuss the relevance of these models for studying the pathogenesis and development of new treatments for COPD patients with atherosclerosis. Murine and clinical studies have provided complementary information showing a prominent role for systemic inflammation and oxidative stress in the link between COPD and atherosclerosis. These and other studies showed that murine models for COPD and atherosclerosis are useful tools and can provide important insights relevant to understanding the link between COPD and CVD. More importantly, murine studies provide good platforms for studying the potential of promising (new) therapeutic strategies for COPD patients with CVD.
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Affiliation(s)
- P Padmini S J Khedoe
- Department of Pulmonology, Leiden University Medical Center, the Netherlands; Department of Medicine, Division of Endocrinology, Leiden University Medical Center, the Netherlands; and
| | - Patrick C N Rensen
- Department of Medicine, Division of Endocrinology, Leiden University Medical Center, the Netherlands; and Einthoven Laboratory for Experimental Vascular Medicine, Leiden University Medical Center, the Netherlands
| | - Jimmy F P Berbée
- Department of Medicine, Division of Endocrinology, Leiden University Medical Center, the Netherlands; and Einthoven Laboratory for Experimental Vascular Medicine, Leiden University Medical Center, the Netherlands
| | - Pieter S Hiemstra
- Department of Pulmonology, Leiden University Medical Center, the Netherlands
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11
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Webb-Robertson BJM, Matzke MM, Datta S, Payne SH, Kang J, Bramer LM, Nicora CD, Shukla AK, Metz TO, Rodland KD, Smith RD, Tardiff MF, McDermott JE, Pounds JG, Waters KM. Bayesian proteoform modeling improves protein quantification of global proteomic measurements. Mol Cell Proteomics 2015; 13:3639-46. [PMID: 25433089 DOI: 10.1074/mcp.m113.030932] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
As the capability of mass spectrometry-based proteomics has matured, tens of thousands of peptides can be measured simultaneously, which has the benefit of offering a systems view of protein expression. However, a major challenge is that, with an increase in throughput, protein quantification estimation from the native measured peptides has become a computational task. A limitation to existing computationally driven protein quantification methods is that most ignore protein variation, such as alternate splicing of the RNA transcript and post-translational modifications or other possible proteoforms, which will affect a significant fraction of the proteome. The consequence of this assumption is that statistical inference at the protein level, and consequently downstream analyses, such as network and pathway modeling, have only limited power for biomarker discovery. Here, we describe a Bayesian Proteoform Quantification model (BP-Quant)(1) that uses statistically derived peptides signatures to identify peptides that are outside the dominant pattern or the existence of multiple overexpressed patterns to improve relative protein abundance estimates. It is a research-driven approach that utilizes the objectives of the experiment, defined in the context of a standard statistical hypothesis, to identify a set of peptides exhibiting similar statistical behavior relating to a protein. This approach infers that changes in relative protein abundance can be used as a surrogate for changes in function, without necessarily taking into account the effect of differential post-translational modifications, processing, or splicing in altering protein function. We verify the approach using a dilution study from mouse plasma samples and demonstrate that BP-Quant achieves similar accuracy as the current state-of-the-art methods at proteoform identification with significantly better specificity. BP-Quant is available as a MatLab® and R packages.
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Affiliation(s)
- Bobbie-Jo M Webb-Robertson
- From the ‡Applied Statistics and Computational Modeling, Pacific Northwest National Laboratory, Richland, WA 99354;
| | - Melissa M Matzke
- §Computational Biology & Bioinformatics, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Susmita Datta
- ¶Bioinformatics and Biostatistics, University of Louisville, Louisville, KY 40202
| | - Samuel H Payne
- ‖Omics Technology Development and Production, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Jiyun Kang
- ‖Omics Technology Development and Production, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Lisa M Bramer
- From the ‡Applied Statistics and Computational Modeling, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Carrie D Nicora
- ‖Omics Technology Development and Production, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Anil K Shukla
- ‖Omics Technology Development and Production, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Thomas O Metz
- ¶¶Omics Biological Applications, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Karin D Rodland
- ‡‡Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Richard D Smith
- ‡‡Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Mark F Tardiff
- From the ‡Applied Statistics and Computational Modeling, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Jason E McDermott
- §Computational Biology & Bioinformatics, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Joel G Pounds
- ‡‡Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354
| | - Katrina M Waters
- ‡‡Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354
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12
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Setti SE, Littlefield AM, Johnson SW, Kohman RA. Diet-induced obesity attenuates endotoxin-induced cognitive deficits. Physiol Behav 2014; 141:1-8. [PMID: 25542778 DOI: 10.1016/j.physbeh.2014.12.036] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2014] [Revised: 12/19/2014] [Accepted: 12/22/2014] [Indexed: 01/08/2023]
Abstract
Activation of the immune system can impair cognitive function, particularly on hippocampus dependent tasks. Several factors such as normal aging and prenatal experiences can modify the severity of these cognitive deficits. One additional factor that may modulate the behavioral response to immune activation is obesity. Prior work has shown that obesity alters the activity of the immune system. Whether diet-induced obesity (DIO) influences the cognitive deficits associated with inflammation is currently unknown. The present study explored whether DIO alters the behavioral response to the bacterial endotoxin, lipopolysaccharide (LPS). Female C57BL/6J mice were fed a high-fat (60% fat) or control diet (10% fat) for a total of five months. After consuming their respective diets for four months, mice received an LPS or saline injection and were assessed for alterations in spatial learning. One month later, mice received a second injection of LPS or saline and tissue samples were collected to assess the inflammatory response within the periphery and central nervous system. Results showed that LPS administration impaired spatial learning in the control diet mice, but had no effect in DIO mice. This lack of a cognitive deficit in the DIO female mice is likely due to a blunted inflammatory response within the brain. While cytokine production within the periphery (i.e., plasma, adipose, and spleen) was similar between the DIO and control mice, the DIO mice failed to show an increase in IL-6 and CD74 in the brain following LPS administration. Collectively, these data indicate that DIO can reduce aspects of the neuroinflammatory response as well as blunt the behavioral reaction to an immune challenge.
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Affiliation(s)
- Sharay E Setti
- University of North Carolina Wilmington, Department of Psychology, Wilmington, NC, USA.
| | - Alyssa M Littlefield
- University of North Carolina Wilmington, Department of Psychology, Wilmington, NC, USA.
| | - Samantha W Johnson
- University of North Carolina Wilmington, Department of Psychology, Wilmington, NC, USA.
| | - Rachel A Kohman
- University of North Carolina Wilmington, Department of Psychology, Wilmington, NC, USA.
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13
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Fujiwara M, Miyoshi M, Sakai S, Nishiokada A, Aoyama-Ishikawa M, Maeshige N, Usami Y, Hamada Y, Takahashi M, Usami M. Lard-based high-fat diet increases secretory leukocyte protease inhibitor expression and attenuates the inflammatory response of acute lung injury in endotoxemic rats. Clin Nutr 2014; 34:997-1009. [PMID: 25466948 DOI: 10.1016/j.clnu.2014.11.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2014] [Revised: 10/31/2014] [Accepted: 11/03/2014] [Indexed: 12/22/2022]
Abstract
BACKGROUND & AIMS Acute lung injury (ALI) is less severe in obese than in nonobese patients, but the mechanism is unclear. Secretory leukocyte protease inhibitor (SLPI) is the key anti-inflammatory protein in various lung diseases. We have previously reported changes of the surgical stress in obese rats using lard-based high-fat diet (HFD). The purpose of this study was to elucidate the effect of lard-based HFD on the pathophysiology of lipopolysaccharide (LPS)-induced ALI, and the role of SLPI expression. METHODS Male Wistar rats were fed lard-based HFD (60 kcal% fat) or control diet (CD) for either 4 or 12 weeks and were killed after intraperitoneal LPS injection. Analyses included messenger RNA expression of TNF-α, macrophage inflammatory protein (MIP)-2, inducible nitric oxide synthase (iNOS), IL-10 and SLPI in the lung tissue and bronchoalveolar lavage fluid, and histology of the lungs. RESULTS Rats fed HFD for 12 weeks showed suppression of the lung injury and oxidative stress after LPS injection, as indicated by reduction of pulmonary TNF-α, MIP-2 and iNOS mRNA expression and 8-hydroxy-2'-deoxyguanosine immunostaining. The increased pulmonary SLPI caused by lard was associated with decreased pro-inflammatory cytokines and oxidative stress, which eventually resulted in the prevention of ALI. Those effects of lard on LPS-induced ALI were greater after 12 weeks than after 4 weeks feeding, as indicated by the reduction of TNF-α, MIP-2 and iNOS levels. CONCLUSIONS Feeding lard-based HFD for 12 weeks attenuated LPS-induced ALI with increased pulmonary SLPI expression in rats.
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Affiliation(s)
- Mayu Fujiwara
- Division of Nutrition and Metabolism, Kobe University Graduate School of Health Sciences, Kobe, Japan
| | - Makoto Miyoshi
- Division of Nutrition and Metabolism, Kobe University Graduate School of Health Sciences, Kobe, Japan
| | - Shota Sakai
- Division of Nutrition and Metabolism, Kobe University Graduate School of Health Sciences, Kobe, Japan
| | - Aya Nishiokada
- Division of Nutrition and Metabolism, Kobe University Graduate School of Health Sciences, Kobe, Japan
| | - Michiko Aoyama-Ishikawa
- Division of Nutrition and Metabolism, Kobe University Graduate School of Health Sciences, Kobe, Japan
| | - Noriaki Maeshige
- Division of Nutrition and Metabolism, Kobe University Graduate School of Health Sciences, Kobe, Japan
| | - Yu Usami
- Clinical Laboratory, Osaka University Dental Hospital, Osaka, Japan
| | - Yasuhiro Hamada
- Departments of Therapeutic Nutrition, Institute of Health Biosciences, University of Tokushima Graduate School, Tokushima, Japan
| | - Michiko Takahashi
- Department of Nutrition, Kobe University Hospital, Kobe University School of Medicine, Kobe, Japan
| | - Makoto Usami
- Division of Nutrition and Metabolism, Kobe University Graduate School of Health Sciences, Kobe, Japan; Department of Nutrition, Kobe University Hospital, Kobe University School of Medicine, Kobe, Japan.
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14
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Lock M, McGillick EV, Orgeig S, McMillen IC, Morrison JL. Regulation of fetal lung development in response to maternal overnutrition. Clin Exp Pharmacol Physiol 2014; 40:803-16. [PMID: 24033542 DOI: 10.1111/1440-1681.12166] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2013] [Revised: 08/18/2013] [Accepted: 09/03/2013] [Indexed: 12/30/2022]
Abstract
With the worldwide obesity epidemic, the proportion of women entering pregnancy overweight or obese has increased significantly in recent years. Babies born to obese women are at an increased risk of respiratory complications at birth and in childhood. In addition to maternal diabetes, there are a number of metabolic changes that the fetus of an overnourished mother experiences in utero that may modulate lung development and represent the mechanisms underlying the increased risk of respiratory complications. Herein we highlight a series of factors associated with the intrauterine environment of an overnourished mother that may impact on fetal lung development and lead to an increased risk of complications at birth or in postnatal life.
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Affiliation(s)
- Mitchell Lock
- Early Origins of Adult Health Research Group, University of South Australia, Adelaide, SA, Australia
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15
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Ji Y, Sun S, Goodrich JK, Kim H, Poole AC, Duhamel GE, Ley RE, Qi L. Diet-induced alterations in gut microflora contribute to lethal pulmonary damage in TLR2/TLR4-deficient mice. Cell Rep 2014; 8:137-49. [PMID: 24953658 DOI: 10.1016/j.celrep.2014.05.040] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Revised: 03/18/2014] [Accepted: 05/19/2014] [Indexed: 12/18/2022] Open
Abstract
Chronic intake of Western diet has driven an epidemic of obesity and metabolic syndrome, but how it induces mortality remains unclear. Here, we show that chronic intake of a high-fat diet (HFD), not a low-fat diet, leads to severe pulmonary damage and mortality in mice deficient in Toll-like receptors 2 and 4 (DKO). Diet-induced pulmonary lesions are blocked by antibiotic treatment and are transmissible to wild-type mice upon either cohousing or fecal transplantation, pointing to the existence of bacterial pathogens. Indeed, diet and innate deficiency exert significant impact on gut microbiota composition. Thus, chronic intake of HFD promotes severe pulmonary damage and mortality in DKO mice in part via gut dysbiosis, a finding that may be important for immunodeficient patients, particularly those on chemotherapy or radiotherapy, where gut-microbiota-caused conditions are often life threatening.
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Affiliation(s)
- Yewei Ji
- Division of Nutritional Sciences, Cornell University, Ithaca, NY 14853, USA
| | - Shengyi Sun
- Graduate Program in Biochemistry, Molecular and Cell Biology, Cornell University, Ithaca, NY 14853, USA
| | - Julia K Goodrich
- Graduate Program in Genetics, Genomics and Development, Cornell University, Ithaca, NY 14853, USA
| | - Hana Kim
- Graduate Program in Immunology, Cornell University, Ithaca, NY 14853, USA
| | - Angela C Poole
- Department of Microbiology, Cornell University, Ithaca, NY 14853, USA; Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853, USA
| | - Gerald E Duhamel
- Department of Biomedical Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853, USA
| | - Ruth E Ley
- Graduate Program in Genetics, Genomics and Development, Cornell University, Ithaca, NY 14853, USA; Department of Microbiology, Cornell University, Ithaca, NY 14853, USA; Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY 14853, USA
| | - Ling Qi
- Division of Nutritional Sciences, Cornell University, Ithaca, NY 14853, USA; Graduate Program in Biochemistry, Molecular and Cell Biology, Cornell University, Ithaca, NY 14853, USA; Graduate Program in Genetics, Genomics and Development, Cornell University, Ithaca, NY 14853, USA.
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16
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Webb-Robertson BJM, Matzke MM, Metz TO, McDermott JE, Walker H, Rodland KD, Pounds JG, Waters KM. Sequential projection pursuit principal component analysis--dealing with missing data associated with new -omics technologies. Biotechniques 2013; 54:165-8. [PMID: 23477384 DOI: 10.2144/000113978] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2012] [Accepted: 01/28/2013] [Indexed: 01/22/2023] Open
Abstract
Principal Component Analysis (PCA) is a common exploratory tool used to evaluate large complex data sets. The resulting lower-dimensional representations are often valuable for pattern visualization, clustering, or classification of the data. However, PCA cannot be applied directly to many -omics data sets generated by newer technologies such as label-free mass spectrometry due to large numbers of non-random missing values. Here we present a sequential projection pursuit PCA (sppPCA) method for defining principal components in the presence of missing data. Our results demonstrate that this approach generates robust and informative low-dimensional data representations compared to commonly used imputation approaches.
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