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Articles 11101 - 11130 of 14524
Full-Text Articles in Medicine and Health Sciences
Linking Atr-Ftir And Raman Features To Phenolic Extractability And Other Attributes In Grape Skin, Hugh Byrne, Abigail Rooney, Julio Nogales-Bueno, Jose Miguel Hernandez-Hierro, Francisco Jose Heredia
Linking Atr-Ftir And Raman Features To Phenolic Extractability And Other Attributes In Grape Skin, Hugh Byrne, Abigail Rooney, Julio Nogales-Bueno, Jose Miguel Hernandez-Hierro, Francisco Jose Heredia
Articles
The importance of wine phenolics on the sensory characteristic of red wines is well-known. Therefore, it is necessary to control the extractability of phenolic compounds from grape skins, which depends significantly on grape ripeness and hence, on cell wall degradation.
In the present study, attenuated total reflectance Fourier transform infrared (ATR-FTIR) and Raman spectra of grape skin have been recorded. Then, these spectral matrices have been studied and the main spectral features have been linked to extractabilities of phenolic compounds (anthocyanins, flavanols and total phenols). Moreover, spectral differences between external and internal grape skin surfaces also have been studied.
It …
Liposomal Encapsulation Of Silver Nanoparticles Enhances Cytotoxicity And Causes Induction Of Reactive Oxygen Species‐ Independent Apoptosis, Azeez O. Yusef, A. Brophy, Brian Gorey, Alan Casey
Liposomal Encapsulation Of Silver Nanoparticles Enhances Cytotoxicity And Causes Induction Of Reactive Oxygen Species‐ Independent Apoptosis, Azeez O. Yusef, A. Brophy, Brian Gorey, Alan Casey
Doctoral
Silver nanoparticles (AgNP) are one of the most widely investigated metallic NPs due to their promising antibacterial activities. In recent years, AgNP research has shifted beyond antimicrobial use to potential applications in the medical arena. This shift coupled with the extensive commercial applications of AgNP will further increase human exposure and the subsequent risk of adverse effects that may result from repeated exposures and inefficient delivery, meaning research into improved AgNP delivery is of paramount importance. In this study, AgNP were encapsulated in a natural biosurfactant, dipalmitoylphosphatidylcholine, in an attempt to enhance the intracellular delivery and simultaneously mediate the associated …
Utilization Of Free Medication Samples In The United States In A Nationally Representative Sample: 2009-2013, Joshua D. Brown, Pratik A. Doshi, Jeffery C. Talbert
Utilization Of Free Medication Samples In The United States In A Nationally Representative Sample: 2009-2013, Joshua D. Brown, Pratik A. Doshi, Jeffery C. Talbert
Institute for Pharmaceutical Outcomes and Policy Faculty Publications
Background—Manufacturers provide free sample medications as a means to increase use of branded medications. Sample use varies year-to-year as branded product patents expire and new products come to market.
Objective—This study sought to describe the use of sample medications during 2009–2013 and assess individual characteristics associated with sample use.
Methods—Data from the 2009–2013 U.S. Medical Expenditure Panel Survey (MEPS) were used. MEPS asks participants whether they received each medication they are taking as a sample. The top 10 medications and medication classes used each year by volume were identified as well as the proportion of people who …
Widespread Tau Seeding Activity At Early Braak Stages, Jennifer L. Furman, Jaime Vaquer-Alicea, Charles L. White, Nigel J. Cairns, Peter T. Nelson, Marc I. Diamond
Widespread Tau Seeding Activity At Early Braak Stages, Jennifer L. Furman, Jaime Vaquer-Alicea, Charles L. White, Nigel J. Cairns, Peter T. Nelson, Marc I. Diamond
Pathology and Laboratory Medicine Faculty Publications
Transcellular propagation of tau aggregates may underlie the progression of pathology in Alzheimer's disease (AD) and other tauopathies. Braak staging (B1, B2, B3) is based on phospho-tau accumulation within connected brain regions: entorhinal cortex (B1); hippocampus/limbic system (B2); and frontal and parietal lobes (B3). We previously developed a specific and sensitive assay that uses flow cytometry to quantify tissue seeding activity based on fluorescence resonance energy transfer (FRET) in cells that stably express tau reporter proteins. In a tauopathy mouse model, we have detected seeding activity far in advance of histopathological changes. It remains unknown whether individuals with AD also …
Prognostic Value Of Multiple Draining Lymph Node Basins In Melanoma: A Matched-Pair Analysis Based On The John Wayne Cancer Institute Experience., J Harrison Howard, Junko J Ozao-Choy, Jason M Hiles, Myung-Shin Sim, Mark Faries
Prognostic Value Of Multiple Draining Lymph Node Basins In Melanoma: A Matched-Pair Analysis Based On The John Wayne Cancer Institute Experience., J Harrison Howard, Junko J Ozao-Choy, Jason M Hiles, Myung-Shin Sim, Mark Faries
Articles, Abstracts, and Reports
BACKGROUND: The prognostic significance of multiple draining basins is controversial in melanoma because analyses have not adequately controlled for standard prognostic variables. We hypothesized that an analysis based on prognostically matched pairs of patients with multiple versus single drainage basins would clarify any independent role of basin number.
STUDY DESIGN: We identified patients in our 40-year prospective database, who underwent preoperative lymphoscintigraphy, intraoperative sentinel node biopsy and wide local excision for cutaneous melanoma. Overall survival (OS), disease-specific survival (DSS), and disease-free survival (DFS) were compared in patients with multiple versus single drainage basins after matching by age, sex, Breslow depth, …
Prevalence And Correlates Of Cannabis Use In Outpatients With Serious Mental Illness Receiving Treatment For Alcohol Use Disorders., Jordan Skalisky, Emily Leickly, Oladunni Oluwoye, Sterling M Mcpherson, Debra Srebnik, John M Roll, Richard K Ries, Michael G Mcdonell
Prevalence And Correlates Of Cannabis Use In Outpatients With Serious Mental Illness Receiving Treatment For Alcohol Use Disorders., Jordan Skalisky, Emily Leickly, Oladunni Oluwoye, Sterling M Mcpherson, Debra Srebnik, John M Roll, Richard K Ries, Michael G Mcdonell
Articles, Abstracts, and Reports
Introduction: People with serious mental illness (SMI) use cannabis more than any other illicit drug. Cannabis use is associated with increased psychotic symptoms and is highly comorbid with alcohol use disorders (AUDs). Despite the national trend toward decriminalization, little is known about the prevalence, correlates, and impact of cannabis use on those with SMI receiving treatment for substance use disorders, a group at high risk for the negative effects of cannabis use. Methods: In this secondary data analysis, cannabis use prevalence, correlates, and impact on treatment outcomes were examined in 121 adults with cooccurring SMI and AUDs receiving outpatient addiction …
Unresectable Hepatoblastoma: Current Perspectives., Angela D Trobaugh-Lotrario, Rebecka L Meyers, Allison F O'Neill, James H Feusner
Unresectable Hepatoblastoma: Current Perspectives., Angela D Trobaugh-Lotrario, Rebecka L Meyers, Allison F O'Neill, James H Feusner
Articles, Abstracts, and Reports
Although rare, hepatoblastoma is the most common pediatric liver tumor. Complete resection is a critical component for cure; however, most patients will have tumors that are not resected at diagnosis. For these patients, administration of neoadjuvant chemotherapy renders tumors resectable in most patients. For patients whose tumors remain unresectable after chemotherapy, liver transplantation is indicated (in the absence of active unresectable metastatic disease). In patients whose tumors remain unresectable after conventional chemotherapy, interventional techniques may serve as a promising option to reduce tumor size, decrease systemic toxicity, decrease need for liver transplantation, and increase feasibility of tumor resection.
Ion Channel Expression Patterns In Glioblastoma Stem Cells With Functional And Therapeutic Implications For Malignancy., Julia Pollak, Karan G Rai, Cory C Funk, Sonali Arora, Eunjee Lee, Jun Zhu, Nathan D Price, Patrick J Paddison, Jan-Marino Ramirez, Robert C Rostomily
Ion Channel Expression Patterns In Glioblastoma Stem Cells With Functional And Therapeutic Implications For Malignancy., Julia Pollak, Karan G Rai, Cory C Funk, Sonali Arora, Eunjee Lee, Jun Zhu, Nathan D Price, Patrick J Paddison, Jan-Marino Ramirez, Robert C Rostomily
Articles, Abstracts, and Reports
Ion channels and transporters have increasingly recognized roles in cancer progression through the regulation of cell proliferation, migration, and death. Glioblastoma stem-like cells (GSCs) are a source of tumor formation and recurrence in glioblastoma multiforme, a highly aggressive brain cancer, suggesting that ion channel expression may be perturbed in this population. However, little is known about the expression and functional relevance of ion channels that may contribute to GSC malignancy. Using RNA sequencing, we assessed the enrichment of ion channels in GSC isolates and non-tumor neural cell types. We identified a unique set of GSC-enriched ion channels using differential expression …
Preoperative Immunonutrition And Elective Colorectal Resection Outcomes., Lucas W Thornblade, Thomas K Varghese, Xu Shi, Eric K Johnson, Amir Bastawrous, Richard P Billingham, Richard Thirlby, Alessandro Fichera, David R Flum
Preoperative Immunonutrition And Elective Colorectal Resection Outcomes., Lucas W Thornblade, Thomas K Varghese, Xu Shi, Eric K Johnson, Amir Bastawrous, Richard P Billingham, Richard Thirlby, Alessandro Fichera, David R Flum
Articles, Abstracts, and Reports
BACKGROUND: Randomized controlled trials demonstrate the efficacy of arginine-enriched nutritional supplements (immunonutrition) in reducing complications after surgery. The effectiveness of preoperative immunonutrition has not been evaluated in a community setting.
OBJECTIVE: This study aims to determine whether immunonutrition before elective colorectal surgery improves outcomes in the community at large.
DESIGN: This is a prospective cohort study with a propensity score-matched comparative effectiveness evaluation.
SETTINGS: This study was conducted in Washington State hospitals in the Surgical Care Outcomes Assessment Program from 2012 to 2015.
PATIENTS: Adults undergoing elective colorectal surgery were selected.
INTERVENTIONS: Surgeons used a preoperative checklist that recommended that …
Using Technologies To Support The Social And Academic Engagement Of Young People With Cancer, Owen Michael Donovan
Using Technologies To Support The Social And Academic Engagement Of Young People With Cancer, Owen Michael Donovan
Legacy Theses & Dissertations (2009 - 2024)
Situated in the larger questions of how to support the educational engagement and positive psychosocial development of young people with cancer, the purpose of this exploratory study was to address gaps in the literature and build understanding of how young people use digital and Internet-connected technologies in ways that support their social and academic engagement. Through a multiple case-design, I examined the school-based and everyday (outside of school) technology uses of five young people. This study found that the cancer experience changed or reframed a young person’s motivational engagement with school. Doing well academically was a sign of a normalcy …
Lncrna Ak001796 Is Essential For The Survival Of Aggressive Breast Cancer Cells, Sumayya Adib Al-Chalabi
Lncrna Ak001796 Is Essential For The Survival Of Aggressive Breast Cancer Cells, Sumayya Adib Al-Chalabi
Legacy Theses & Dissertations (2009 - 2024)
Abstract:
Association Between Hiv And Violence Among Female Commercial Sex Workers In Ukraine : Analysis Of Bio-Behavioral Surveillance Conducted In 2015-2016, Ganna Momotyuk
Legacy Theses & Dissertations (2009 - 2024)
A cross-sectional analysis investigated the association between HIV and violence in female commercial sex workers (FCSW) in Ukraine between 10/2015 and 01/2016. Methods: 3,885 FCSW from a total of 4,300 were questioned about behavioral and social demographics and tested for HIV in mobile testing van. Results: of the 3,885 respondents, 5.89% were HIV positive, and 47.00% had experienced violence. We tested for and found that drug use was an effect modifier for the association between HIV and violence. Analyses were stratified by injecting drug use and no injecting drug use. High risk for HIV was found in the non-IDU stratum …
Genetic Counselor Workforce Trends In The United States : 2002 To 2016, Charlene J. Schulz
Genetic Counselor Workforce Trends In The United States : 2002 To 2016, Charlene J. Schulz
Legacy Theses & Dissertations (2009 - 2024)
The purpose of this study was to identify and measure trends in genetic counselor (GC) workforce supply in the United States from 2002 to 2016. Using data collected biennially from the National Society of Genetic Counselors’ Professional Status Survey (PSS), I calculated overall percent change in GC employment across specific work settings over the past 14 years. I also measured change in the relative percentage of GCs who provide direct patient counseling (i.e. clinical GCs) to determine if the percentage of clinical GCs decreased over time. Analyses were performed to determine if associations existed between GC work settings and 1) …
Development And Characterization Of Novel Anti-Bat Monoclonal Antibodies For Studying Bat Immunity, Cailyn Cowan
Development And Characterization Of Novel Anti-Bat Monoclonal Antibodies For Studying Bat Immunity, Cailyn Cowan
Legacy Theses & Dissertations (2009 - 2024)
Abstract
Discovering Small Molecule Inhibitors Targeted To Ligand-Stimulated Rage-Diaph1 Signaling Transduction, Jinhong Pan
Discovering Small Molecule Inhibitors Targeted To Ligand-Stimulated Rage-Diaph1 Signaling Transduction, Jinhong Pan
Legacy Theses & Dissertations (2009 - 2024)
The receptor of advanced glycation end product (RAGE) is a multiligand receptor of the immunoglobulin superfamily of cell surface molecules, which plays an important role in immune responses. Full-length RAGE includes three extracellular immunoglobulin domains, a transmembrane domain and an intracellular domain. It is a pattern recognition receptor that can bind diverse ligands. NMR spectroscopy and x-ray crystallization studies of the extracellular domains of RAGE indicate that RAGE ligands bind by distinct charge- and hydrophobicity-dependent mechanisms. It is found that calgranulin binding to the C1C2 domain or AGEs binding to the V domain activates extracellular signaling, which triggers interactions of …
Socio-Demographic Determinants Of Racial Disparities In Stage At Diagnosis Of Prostate Cancer In New York State, Christophe Maxime Fokoua Dongmo
Socio-Demographic Determinants Of Racial Disparities In Stage At Diagnosis Of Prostate Cancer In New York State, Christophe Maxime Fokoua Dongmo
Legacy Theses & Dissertations (2009 - 2024)
ABSTRACT
Maltreatment Related Outpatient Visits And Hospitalizations Among Children In New York State, 2011-2014, Lusine Ghazaryan
Maltreatment Related Outpatient Visits And Hospitalizations Among Children In New York State, 2011-2014, Lusine Ghazaryan
Legacy Theses & Dissertations (2009 - 2024)
ABSTRACT
The Association Of Comorbid Chronic Physical Conditions And Psychological Illness With Health Care Utilization In Middle-Aged And Older People, Allison Houston
The Association Of Comorbid Chronic Physical Conditions And Psychological Illness With Health Care Utilization In Middle-Aged And Older People, Allison Houston
Legacy Theses & Dissertations (2009 - 2024)
Abstract
Exploring The Role Of Escapism In The Dsm-V Criteria For Internet Gaming Disorder : A Meta-Analytic Investigation, Yeonggeul Lee
Exploring The Role Of Escapism In The Dsm-V Criteria For Internet Gaming Disorder : A Meta-Analytic Investigation, Yeonggeul Lee
Legacy Theses & Dissertations (2009 - 2024)
Internet gaming disorder (IGD) has been included in the DSM-5 in a preliminary endorsement of excessive video gaming as a behavioral disorder. Further research is required to validate IGD because some criteria are controversial in diagnostic accuracy. Escapism is one such criterion. Despite some research evidence of escapism as the strongest motivational predictor of IGD, recent investigations found that the escapism criterion is highly questionable. Because of the inclusion of escapism in initial IGD measures, previous studies have produced evidence of escapism as a predictor of IGD owing to a tautology. Thus, the present study examined the effect of gaming …
Early Diagnosis And Intervention For Young Children With Autism Spectrum Disorder In New York State, Grace Ester Caroline Korompis
Early Diagnosis And Intervention For Young Children With Autism Spectrum Disorder In New York State, Grace Ester Caroline Korompis
Health Policy, Management & Behavior Theses & Dissertations
This study examined the prevalence of autism spectrum disorder (ASD), analyzed the trends, assessed children’s sociodemographic characteristics and examined timing of ASD diagnosis among children who enrolled in the New York State Early Intervention Program (NYSEIP).
Secondary data from the New York State Early Intervention data systems were used. The systems include NYEIS (New York State Early Intervention System), a centralized web-based system that electronically manages the NYSEIP administrative tasks and was designed to support the NYSEIP's services, and the legacy data system: KIDS (Kids Integrated Data System). The time-trend design employed in this study was a form of longitudinal …
Expectancy Mediated Effects Of Marijuana On Menopause Symptoms, Melissa Nicole Slavin
Expectancy Mediated Effects Of Marijuana On Menopause Symptoms, Melissa Nicole Slavin
Legacy Theses & Dissertations (2009 - 2024)
Marijuana (MJ) alleviates a variety of symptoms, including those associated with menopause, such as insomnia, irritability, depression, and joint pain. However, little work has addressed the use of MJ in a menopausal population, or the role of menopausal women’s MJ treatment expectancies in their MJ consumption. The current study examined menopause symptoms, expectancies of MJ induced relief from symptoms, MJ monthly use, as well as average intoxication among menopausal and post-menopausal women (N=115) who endorsed lifetime MJ use. We hypothesized that women would expect MJ to alleviate symptoms that have already shown empirically supported MJ-induced relief. Second, based on the …
Does What You Think You Feel, Impact What You Actually Eat? : An Examination Of Alexithymia, Interoceptive Awareness, And Loss Of Control Eating In Young Women, Lisa Marie Anderson
Does What You Think You Feel, Impact What You Actually Eat? : An Examination Of Alexithymia, Interoceptive Awareness, And Loss Of Control Eating In Young Women, Lisa Marie Anderson
Legacy Theses & Dissertations (2009 - 2024)
Affect regulation theories posit that loss of control (LOC) and binge eating are maintained via an emotion regulation process, through which eating relieves negative affect and aversive mood states. LOC has been identified as a key binge eating characteristic associated with psychopathology and poor psychological outcomes. As such, maladaptive emotion regulation has been identified as a central risk factor for binge eating, as theories posit that individuals binge eat in response to negative mood states. However, empirical studies testing the link between induced negative mood and subsequent food intake in people with LOC and binge eating have yielded inconsistent findings. …
Impact Of Foreign Born East Asian Density On Liver Cancer Incidence Rate Among Neighborhoods In New York City During 2009-2013 : Multilevel Analysis, Sangwon Lee
Legacy Theses & Dissertations (2009 - 2024)
Objective: To investigate the impact of the density of foreign born Asian population on geographical incidence rate of liver cancer in New York City during 2009 – 2013 in order to find specific geographic areas in NYC where liver cancer intervention should be targeted.
Viral Suppression Among Older Persons Living With Diagnosed Hiv Infection (Plwdhi) With Multimorbidity : The Role Of Healthcare Setting, Health Literacy, And Health Knowledge (Mmp 2009-2014), Doris Ogechukwu Maduka
Viral Suppression Among Older Persons Living With Diagnosed Hiv Infection (Plwdhi) With Multimorbidity : The Role Of Healthcare Setting, Health Literacy, And Health Knowledge (Mmp 2009-2014), Doris Ogechukwu Maduka
Legacy Theses & Dissertations (2009 - 2024)
For persons living with diagnosed HIV infection (PLWDHI) 50 years of age and older, in addition to living with diagnosed HIV infection, they are also at risk for age-related chronic conditions. Optimal management of these conditions in addition to HIV is needed if they hope to achieve positive health outcomes such as achieving durable viral suppression, which is the goal for persons receiving HIV treatment. For these patients, having adequate health related information, and the ability to access and navigate the healthcare system, would help them stay engaged and maintain adherence to HIV care. Factors that have been found to …
A Brief Motivational Intervention For Marijuana Use In College Students, Vivian S. Hwang
A Brief Motivational Intervention For Marijuana Use In College Students, Vivian S. Hwang
Legacy Theses & Dissertations (2009 - 2024)
The prevalence of marijuana use has risen among young adults, and marijuana is
The Role Of N-Myc Downstream Regulated Gene 1 In Breast Cancer Lipid Metabolism, Christopher James Sevinsky
The Role Of N-Myc Downstream Regulated Gene 1 In Breast Cancer Lipid Metabolism, Christopher James Sevinsky
Legacy Theses & Dissertations (2009 - 2024)
Altered carbohydrate and lipid metabolism are increasingly well characterized hallmarks of aggressive breast cancers. While aerobic glycolysis, or “the Warburg effect”, is a well-established metabolic adaptation exploited by tumor cells, the understanding of unique aspects of cancer lipid metabolism lags behind. This is especially true regarding the coordination of complex lipid synthesis and trafficking pathways, which remains poorly understood. N-Myc Downstream Regulated Gene1 (NDRG1) is overexpressed in many solid tumors, but its function is unclear. The importance of NDRG1 is best exemplified by the effect of null mutations on human physiology: inactivating mutations give rise to the severe autosomal recessive …
Mediating And Moderating Factors Of The Relationship Between Sexual Orientation And Eating Pathology And Body Satisfaction In Sexual Minority And Heterosexual Men, Andrea Denae Murray
Mediating And Moderating Factors Of The Relationship Between Sexual Orientation And Eating Pathology And Body Satisfaction In Sexual Minority And Heterosexual Men, Andrea Denae Murray
Legacy Theses & Dissertations (2009 - 2024)
Most research on body image and disordered eating has focused largely on women, as women are at higher risk than men for eating disorders. In recent years research has revealed that men are at increasing risk for these outcomes, especially as the ideal male body represented in media images and therefore frequently internalized among men is becoming so lean and muscular as to make it very difficult for most men to realistically achieve. Sexual minority men in particular have been found to be at increased risk for body dissatisfaction, body shame, and disordered eating than their heterosexual counterparts. The research …
Essays On Health Disparities And Income-Related Health Inequality In Sub-Saharan Africa, Marshall Makate
Essays On Health Disparities And Income-Related Health Inequality In Sub-Saharan Africa, Marshall Makate
Legacy Theses & Dissertations (2009 - 2024)
This dissertation comprises of five empirical essays. Essay one assesses the impact of prenatal care quality and its components on child mortality using nationwide data from the Zimbabwe Demographic and Health Surveys (ZDHS), 1999-11. Results indicate that increasing prenatal care quality by one unit improves neonatal, infant and under-five survival by about 42.33, 30.86, and 28.65%, respectively and all statically significant at the 1% level.
Factors Asociated With Mental Health Help-Seeking Attitudes Among University Students In South Korea, Hee Chul Kim
Factors Asociated With Mental Health Help-Seeking Attitudes Among University Students In South Korea, Hee Chul Kim
Legacy Theses & Dissertations (2009 - 2024)
The current study investigated factors associated with mental health help-seeking attitudes among university students in South Korea. In particular, the study examined the moderating effects of culturally relevant factors (religiosity, social support, social stigma, and self-stigma) on the relationship between psychological distress and help-seeking attitudes and the mediating effect of stigma (social and self) on the association between psychological distress and help-seeking attitudes. A total of 240 students at 4 universities in South Korea completed in-class surveys in Spring 2016. Data was analyzed using a series of multiple regressions, hierarchical moderated multiple regression, and 3-step mediation regression. Results indicated that …
Network-Based Analysis Reveals Novel Gene Signatures In Peripheral Blood Of Patients With Chronic Obstructive Pulmonary Disease, Ma'en Obeidat, Yunlong Nie, Virginia Chen, Casey P. Shannon, Anand Kumar Andiappan, Bernett Lee, Olaf Rotzschke, Peter J. Castaldi, Craig P. Hersh, Nick Fishbane, Raymond T. Ng, Bruce Mcmanus, Bruce E. Miller, Stephen I. Rennard, Peter D. Paré, Don D. Sin
Network-Based Analysis Reveals Novel Gene Signatures In Peripheral Blood Of Patients With Chronic Obstructive Pulmonary Disease, Ma'en Obeidat, Yunlong Nie, Virginia Chen, Casey P. Shannon, Anand Kumar Andiappan, Bernett Lee, Olaf Rotzschke, Peter J. Castaldi, Craig P. Hersh, Nick Fishbane, Raymond T. Ng, Bruce Mcmanus, Bruce E. Miller, Stephen I. Rennard, Peter D. Paré, Don D. Sin
Journal Articles: Pulmonary & Critical Care Med
BACKGROUND: Chronic obstructive pulmonary disease (COPD) is currently the third leading cause of death and there is a huge unmet clinical need to identify disease biomarkers in peripheral blood. Compared to gene level differential expression approaches to identify gene signatures, network analyses provide a biologically intuitive approach which leverages the co-expression patterns in the transcriptome to identify modules of co-expressed genes.
METHODS: A weighted gene co-expression network analysis (WGCNA) was applied to peripheral blood transcriptome from 238 COPD subjects to discover co-expressed gene modules. We then determined the relationship between these modules and forced expiratory volume in 1 s (FEV …