Cardiovascular Diseases Commons^™

Sex-Specific And Regional Analysis Of Heart Disease Prediction Using Machine Learning Algorithms: Insights From The Uc Irvine Public Heart Disease Datasets (Cleveland And Long Beach), Jonathan Asanjarani

Dissertations, Theses, and Capstone Projects

For this capstone project, I investigated how well machine learning models can predict heart disease, while also studying how the patient’s gender affects these predictions, as well as determining how well the same model performs across different regions. This project utilizes two clinical datasets from the publicly accessible UCI Machine Learning Repository under the collection "Heart Disease." This repository is composed of data from patients across four distinct locations, capturing varying levels of heart disease severity. These datasets are part of a collection of databases, open to the public, and can be used by anyone looking to conduct empirical analysis. …

Adaptations And Transformations: Perceptions Of Change In Academic Motivation, Resilience, And Covid-19 Stress, Ella V. Gregorio

Dissertations, Theses, and Capstone Projects

Of concern to educators, post-COVID-19 assessments have revealed significant achievement gaps in student performance, as well as significant decreases in adolescent mental health. Less is known about changes in achievement motivation. Here we ask how students perceive their own motivation and whether it changed between “before” the pandemic to the present (Fall 2022 - Spring 2023), about three years after the beginning of the pandemic when many school routines were returning to “normal.” To understand how variance in these perceived changes might be related to pandemic-related stressors, trait resilience, and current mental health, we conducted a large survey study (N …

Pricks And Pills, Anna A. Charles

Theses and Dissertations

"Pricks and Pills" is a collection of audio pieces designed for an online platform where individuals with diabetes can listen to and find emotional support from others who share their experiences. This audio project provides an intimate look into the lives of people navigating the challenges of diabetes. Through heartfelt interviews with individuals and their families, the podcast highlights their journeys, showcasing both their struggles and triumphs.

Clustering Of Patients With Heart Disease, Mukadder Cinar

Dissertations, Theses, and Capstone Projects

Heart disease, a leading cause of mortality worldwide, presents complex challenges in public health due to its varied manifestations. Accurate diagnosis and patient stratification are essential for effective management and improved outcomes. In response, this study employed machine learning techniques to analyze heart disease data obtained from UCI Machine Learning Repository, aiming to enhance patient care through advanced data analysis.

The study began with the application of K-Nearest Neighbors (KNN) classification, which categorized patients into 'Disease' and 'No Disease' groups. This preliminary step provided initial insights into the structure of the dataset. Subsequently, K-means clustering was applied in two rounds, …

Depression Is Associated With Myocardial Infarction Within A Two-Year Period Among Adults In China, Lydia W. Li, Greta Cheng, Hongwei Xu, Zhenmei Zhang, Jinyu Liu, Yeates Conwell

Publications and Research

We examined whether baseline depression is associated with MI within a two-year period among adults aged 45+ in China and whether the association varies by sociodemographic characteristics. Two-year longitudinal data from a nationally representative sample of people aged 45+ in China were analyzed (N = 15,226). MI within the 2-year period was coded dichotomously. Baseline depression, assessed by the 10-item Center for Epidemiological Studies Depression scale, was used as a dichotomous and a continuous variable. After adjusting for medical conditions, lifestyle and sociodemographic characteristics, the odds of having an MI within the 2-year period were 46% greater for respondents with …

The Influence Of Comorbid Gad On Er Utilization In Urban Youth With Asthma, David A. Karpe

Theses and Dissertations

Current literature indicates a strong association between asthma and the early onset of comorbid generalized anxiety disorder (GAD) in minors and their primary caregivers. Studies show that asthma prevalence increases with certain demographic factors, such as ethnicity, socioeconomic status, and housing quality. Evidence also suggests that GAD influences decision-making, especially when deciding to utilize emergency room (ER) services for asthma-related concerns. This study analyzed the effect of comorbid GAD on minors with asthma and ER utilization. The data were provided by an earlier Stress & Justice Study (S&J) baseline survey, an investigation aimed at understanding the impact of parental criminal …

Oral Anticoagulants For Nonvalvular Atrial Fibrillation In Patients With High Risk Of Gastrointestinal Bleeding, Gregory Lip, Allison V. Keshishian, Yan Zhang, Amiee Kang, Amol Dhamane, Xuemei Luo, Christian Klem, Mauricio Ferri, Jenny Jiang, Huseyin Yuce, Steve Deitelzweig

Publications and Research

IMPORTANCE Many patients with nonvalvular atrial fibrillation (NVAF) are at a high risk of gastrointestinal (GI) bleeding due to conditions including older age; stage III to V chronic kidney disease (CKD); HAS-BLED (hypertension, kidney or liver disease, stroke history, prior bleeding, unstable international normalized ratio, age >65, drug or alcohol use) score of 3 or greater; corticosteroid, antiplatelet or nonsteroidal anti-inflammatory drug (NSAID) use; or GI conditions.

OBJECTIVE To compare the risk of stroke and/or systemic embolism (SE) and major bleeding (MB) among patients with NVAF and high risk of GI bleeding who received non–vitamin K antagonist oral anticoagulants (NOACs) …

An Update On Cardiovascular Disease, Susan H. Davide, Audra E. Haynes

Publications and Research

In the United States, cardiovascular is the leading cause of death in men and women, and most racial and ethnic groups. There are several types of heart conditions; the most common type is coronary heart disease, also known as coronary artery disease or ischemic heart disease, which can cause acute myocardial infarction. Other heart conditions which can lead to heart failure include a past history of myocardial infarction, abnormal heart valves, heart muscle disease, or congenital heart muscle disease. In adults ages 65 and younger, approximately 2 in 10 deaths are caused from coronary artery disease and about 18.2 million …

Nanoanalytical Analysis Of Bisphosphonate-Driven Alterations Of Microcalcifications Using A 3d Hydrogel System And In Vivo Mouse Model, Jessica L. Ruiz, Joshua D. Hutcheson, Luis Cardoso, Amirala Bakhshian Nik, Alexandra Condado De Abreu, Tan Pham, Fabrizio Buffolo, Sara Busatto, Stefania Frederici, Andrea Ridolfi, Masanori Aikawa, Sergio Bertazzo, Paolo Bergese, Sheldon Weinbaum, Elena Aikawa

Publications and Research

Vascular calcification predicts atherosclerotic plaque rupture and cardiovascular events. Retrospective studies of women taking bisphosphonates (BiPs), a proposed therapy for vascular calcification, showed that BiPs paradoxically increased morbidity in patients with prior acute cardiovascular events but decreased mortality in event-free patients. Calcifying extracellular vesicles (EVs), released by cells within atherosclerotic plaques, aggregate and nucleate calcification. We hypothesized that BiPs block EV aggregation and modify existing mineral growth, potentially altering microcalcification morphology and the risk of plaque rupture. Three-dimensional (3D) collagen hydrogels incubated with calcifying EVs were used to mimic fibrous cap calcification in vitro, while an ApoE−/− mouse was used …

Trypanosoma Cruzi Modulates Piwi-Interacting Rna Expression In Primary Human Cardiac Myocytes During The Early Phase Of Infection, Kayla J. Rayford, Ayorinde Cooley, Ashutosh Arun, Girish Rachakonda, Yulia Kleschenko, Fernando Villalta, Siddharth Pratap, Maria F. Lima, Pius N. Nde

Publications and Research

Trypanosoma cruzi dysregulates the gene expression profile of primary human cardiomyocytes (PHCM) during the early phase of infection through a mechanism which remains to be elucidated. The role that small non-coding RNAs (sncRNA) including PIWI-interacting RNA (piRNA) play in regulating gene expression during the early phase of infection is unknown. To understand how T. cruzi dysregulate gene expression in the heart, we challenged PHCM with T. cruzi trypomastigotes and analyzed sncRNA, especially piRNA, by RNA-sequencing. The parasite induced significant differential expression of host piRNAs, which can target and regulate the genes which are important during the early infection phase. An …

An Investigation Into The Response Of The Us And Eu5 To The Covid-19 Disease (Convergence Of Two Pandemics: Covid-19 And Ncds), Omar Hassan

Publications and Research

In late December 2019, a coronavirus disease (COVID-19) was identified in Wuhan China. COVID-19 was a result of the novel severe acute respiratory syndrome coronavirus 2 (SARA-CoV-2), which has resulted in a worldwide sudden and substantial increase in hospitalizations for pneumonia with multiorgan disease. As of October 6, 2020, SARS-CoV-2 has affected more than 200 countries, resulting in more than 35 million identified cases with more than 1 million confirmed deaths.

This is a cross-sectional, non-interventional, observational study in patients infected with the novel coronavirus (SARS-CoV-2) or Covid-19, using John Hopkins University database JHU Coronavirus map. The data collected from …

Taking It To Heart: Trauma And Cardiovascular Risk In Court-Involved People Of Color, Tanya Erazo

Dissertations, Theses, and Capstone Projects

Research supports that racial disparities in health persist in the United States, with cardiovascular risk and cardiovascular disease remaining particularly high in low-income, communities of color (U.S. Department of Health and Human Services: Centers for Disease Control and Prevention, 2013; Winkleby, Jatulis, Frank, & Fortmann, 1992). Public health literature often focuses on sociodemographic variables when assessing for health disparities without considering trauma or forensic populations. This dissertation provides an overview of literature that examines cardiovascular disease and its relationship to trauma, particularly in low-income, communities of color, and forensic populations. Although the dissertation culminates in providing results for an investigation …

Soluble Neprilysin And Long-Term Clinical Outcomes In Patients With Coronary Artery Disease Undergoing Percutaneous Coronary Intervention: A Retrospective Cohort Study, Ik Jun Choi, Sungmin Lim, Youngdeok Hwang, Dongjae Lee, Won Jik Lee, Kwan Yong Lee, Mi-Jeong Kim, Doo Soo Jeon

Publications and Research

Background: Neprilysin has an essential role in regulating fluid balance and vascular resistance, and neprilysin inhibitors have shown beneficial effects in patients with heart failure. However, the potential predictive value of neprilysin levels as a biomarker for cardiovascular risk remains unclear. The aim of this study was to assess the prognostic value of soluble neprilysin (sNEP) levels in patients with ischemic heart disease.

Methods: Neprilysin levels were measured in 694 consecutive patients with coronary artery disease (CAD) undergoing percutaneous coronary intervention (PCI). These patients were classified into two groups according to their serum levels of neprilysin and categorized into the …

Thrombospondin-1 Plays An Essential Role In Yes-Associated Protein Nuclear Translocation During The Early Phase Of Trypanosoma Cruzi Infection In Heart Endothelial Cells, Ashutosh Arun, Kayla J. Rayford, Ayorinde Cooley, Girish Rachakonda, Fernando Villalta, Siddharth Pratap, Maria F. Lima, Nader Sheibani, Pius N. Nde

Publications and Research

The protozoan parasite Trypanosoma cruzi is the causative agent of Chagas disease. This neglected tropical disease causes severe morbidity and mortality in endemic regions. About 30% of T. cruzi infected individuals will present with cardiac complications. Invasive trypomastigotes released from infected cells can be carried in the vascular endothelial system to infect neighboring and distant cells. During the process of cellular infection, the parasite induces host cells, to increase the levels of host thrombospondin-1 (TSP-1), to facilitate the process of infection. TSP-1 plays important roles in the functioning of vascular cells, including vascular endothelial cells with important implications in cardiovascular …

Burdern Of Chronic Health Conditions And Healthcare Utilization Among Mobile Populations In Sub-Saharan Africa, Elizabeth M. Ortiz

Dissertations and Theses

Background: Much of public health research in sub-Saharan Africa on mobile occupations, such as truck drivers and sex workers, has focused on HIV risk. However, evidence is emerging to suggest that the HIV epidemic among these groups is coupled with a high prevalence of chronic health conditions (CHC), specifically hypertension, diabetes, and obesity. For people living with HIV, increased risk of CHC may also be linked to HIV-related chronic inflammatory cascade. In Africa, there has been little research on CHC risk factors or patterns of healthcare utilization among mobile populations. Therefore, the objectives of this study are to examine the …

A Mendelian Randomization Study Of Coronary Artery Disease And Three Amino Acids: Alanine, Glycine, And Glutamine, Allan Uribe

Dissertations and Theses

Cardiovascular disease is the leading cause of death worldwide. Coronary Artery Disease (CAD) accounts for the majority of those deaths. Observational studies have identified risk factors that have been helpful in lowering the death rate, including hypertension, high cholesterol, diabetes, smoking, physical inactivity and poor diet. The effects of these risk factors on CAD remain unclear. To clarify the effect of three amino acids, alanine, glutamine, and glycine on CAD I applied a two sample Mendelian randomization analysis to extensively genotyped observational data. In a sample with up to 184,000 individuals and approximately 60,000 controls, SNPs that reached genome wide …

Equalization Of Four Cardiovascular Risk Algorithms After Systematic Recalibration: Individual-Participant Meta-Analysis Of 86 Prospective Studies, Lisa Pennells, Stephen Kaptoge, Angela Wood, Mike Sweeting, Xiaohui Zhao, Ian White, Stephen Burgess, Peter Willeit, Thomas Bolton, Karel G. M. Moons, Yvonne T. Van Der Schouw, Randi Selmer, Kay-Tee Khaw, Vilmundur Gudnason, Gerd Assman, Philippe Amouyel, Veikko Salomaa, Mika Kivimaki, Borge G. Nordestgaard, Michael J. Blaha, Lewis H. Kuller, Hermann Brenner, Richard F. Gillum, Christa Meisinger, Ian Ford, Matthew W. Knuiman, Annika Rosengren, Debbie A. Lawlor, Henry Volzke, Cyrus Cooper, Alejandro Marin Ibañez, Edoardo Casiglia, Jussi Kauhanen, Jackie A. Cooper, Beatriz Rodriguez, Johan Sundstrom, Elizabeth Barrett-Connor, Rachel Dankner, Paul J. Nietert, Karina W. Davidson, Robert B. Wallace, Dan G. Blazer, Cecilia Bjorkelund, Chiara Donfrancesco, Harlan M. Krumholz, Aulikki Nissinen, Barry R. Davis, Sean Coady, Peter H. Whincup, Torben Jorgensen, Pierre Ducimetiere, Maurizo Trevisan, Gunnar Engstrom, Carlos J. Crespo, Tom W. Meade, Marjolein Visser, Daan Kromhout, Stefan Kiechl, Makoto Daimon, Jackie F. Price, Agustin Gomez De La Camara, J. Wouter Jukema, Benoit Lamarche, Altan Onat, Leon A. Simons, Maryam Kavousi, Yoav Ben-Shlomo, John Gallacher, Jacqueline M. Dekker, Hisatomi Arima, Nawar Shara, Robert W. Tipping, Ronan Roussel, Eric J. Brunner, Wolfgang Koenig, Masaru Sakurai, Jelena Pavlovic, Ron T. Gansevoort, Dorothea Nagel, Uri Goldbourt, Elizabeth L. M. Barr, Luigi Palmieri, Inger Njolstad, Shinichi Sato, W. M. Monique Verschuren, Cherian V. Varghese, Ian Graham, Oyere Onuma, Philip Greenland, Mark Woodward, Majid Ezzati, Bruce M. Psaty, Naveed Sattar, Rod Jackson, Paul M. Ridker, Nancy R. Cook, Ralph B. D'Agostino Sr., Simone G. Thompson, John Danesh, Emanuele Di Angelantonio

Publications and Research

Aims: There is debate about the optimum algorithm for cardiovascular disease (CVD) risk estimation. We conducted head-to-head comparisons of four algorithms recommended by primary prevention guidelines, before and after ‘recalibration’, a method that adapts risk algorithms to take account of differences in the risk characteristics of the populations being studied.

Methods & Results: Using individual-participant data on 360737 participants without CVD at baseline in 86 prospective studies from 22 countries, we compared the Framingham risk score (FRS), Systematic COronary Risk Evaluation (SCORE), pooled cohort equations (PCE), and Reynolds risk score (RRS). We calculated measures of risk discrimination and calibration, and …

The Association Between A Body Shape Index And Cardiovascular Risk In Overweight And Obese Children And Adolescents, Chiara Mameli, Nir Y. Krakauer, Jesse C. Karakauer, Alessandra Bosetti, Chiara Matilde Ferrari, Norma Moiana, Laura Schneider, Barbara Borsani, Teresa Genoni, Gianvincenzo Zuccotti

Publications and Research

A Body Shape Index (ABSI) and normalized hip circumference (Hip Index, HI) have been recently shown to be strong risk factors for mortality and for cardiovascular disease in adults. We conducted an observational cross-sectional study to evaluate the relationship between ABSI, HI and cardiometabolic risk factors and obesity-related comorbidities in overweight and obese children and adolescents aged 2±18 years. We performed multivariate linear and logistic regression analyses with BMI, ABSI, and HI age and sex normalized z scores as predictors to examine the association with cardiometabolic risk markers (systolic and diastolic blood pressure, fasting glucose and insulin, total cholesterol and …

Knockdown Of Heparan Sulfate Via Ndst1 Knockout Does Not Inhibit Mouse Aortic Endothelial Cell Alignment In-Vivo, John Diaz De Leon Iii

Dissertations and Theses

Atherosclerotic plaque localizes in predictable areas such as arches and bifurcations which are characterized by disturbed flow patterns and the resulting damage and dysfunction to the endothelium. Endothelial cells (ECs) under sustained laminar flow align in the direction of flow; however, under disturbed flow conditions, ECs sustain damage to their glycocalyx (GCX) which results in unaligned and rounder cells. An investigation into the role of NDST1 sulfation of heparan sulfate (HS), a key component of many proteoglycans which make up the GCX, was conducted. The descending aortas (DAs) of transgenic mice with conditional knockouts (KOs) of NDST1 in vascular ECs …

Ethnicity Matters: Implications For Understanding And Acting Upon Disparities In Health Affecting Black Men In The United States, Helen V. S. Cole

Dissertations, Theses, and Capstone Projects

Compared to non-Hispanic whites, non-Hispanic blacks have higher rates of mortality from heart disease, cancer, cardiovascular disease, and HIV/AIDS. Black men have a life expectancy approximately 4.7 years than the life expectancy of non-Hispanic white men, due in part to higher prevalence of chronic disease among black men. Many factors are hypothesized to contribute to disparities in health between races, including differences in socioeconomic status; culturally-linked behaviors such as diet, substance use, and physical activity; access to quality healthcare and other resources; and experiences of racism, both institutional and interpersonal. However, in public health research, race is usually treated as …

Nut Consumption And Cardiovascular Risk In Older Chinese: The Guangzhou Biobank Cohort Study, Yangbo Sun, Chao Qiang Jiang, Kar Keung Cheng, Wei Sen Zhang, Gabriel M. Leung, Tai Hing Lam, Mary Schooling

Publications and Research

Objectives
In Western contexts nut consumption is associated with better health. We examined the associations of nut consumption with cardiovascular disease risk in the non-Western setting of Southern China.

Methods
In the Guangzhou Biobank Cohort Study we used multivariable linear regression to examine the associations of baseline nut (mainly peanuts) consumption (none (n = 6688),/ week (n = 2596) and _3 portions/week (n = 2444)) with follow-up assessment of Framingham cardiovascular disease score (excluding smoking) and its components in older Chinese (_50 years) (follow-up 57.8%).

Results
Nut consumption was not associated with Framingham score (_3 portions/week compared to none: 0.02 …

Fruit And Vegetable Consumption And Cardiovascular Risk Factors In Older Chinese: The Guangzhou Biobank Cohort Study, Yangbo Sun, Chao Qiang Jiang, Kar Keung Cheng, Wei Sen Zhang, Gabriel M. Leung, Tai Hing Lam, Mary Schooling

Publications and Research

Objective
To examine the adjusted associations of fruit consumption and vegetable consumption with the Framingham score and its components in the non-Western setting of Southern China, considering health status.

Method
Linear regression was used to assess the cross-sectional associations of fruit and vegetable consumption with the Framingham score and its components, among 19,518 older Chinese (50 years) from the Guangzhou Biobank Cohort Study in Southern China (2003– 2006), and whether these differed by health status.

Results
The association of fruit consumption with the Framingham score varied by health status (P-value

Conclusion
This large study from a non-western setting found that …

Milk Consumption And Cardiovascular Risk Factors In Older Chinese: The Guangzhou Biobank Cohort Study, Yangbo Sun, Chaoqiang Jiang, Kar Keung Cheng, Weisen Zhang, Gabriel M. Leung, Tai Hing Lam, Mary Schooling

Publications and Research

Background
Dairy products consumption is increasingly common globally. Most of the evidence concerning dairy products comes from observational studies in western populations which are inevitably open to confounding. To triangulate the evidence concerning dairy products, we examined the associations of whole cow’s milk consumption with cardiovascular risk factors in a non-Western setting with a different pattern of milk consumption and cardiovascular diseases from Western populations.

Methods
We used multivariable censored linear or logistic regression to examine cross-sectionally the adjusted associations of whole cow’s milk consumption (none (n = 14892), 1–3/week (n = 2689) and 3+/week (n = 2754)) with cardiovascular …

Moderate Alcohol Use And Cardiovascular Disease From Mendelian Randomization, Shiu Lun Au Yeung, Chaoqiang Jiang, Kar Keung Cheng, Benjamin J. Cowling, Bin Liu, Weisen Zhang, Tai Hing Lam, Gabriel M. Leung, Mary Schooling

Publications and Research

Background
Observational studies show moderate alcohol use negatively associated with ischemic heart disease (IHD) and cardiovascular disease (CVD). However, healthier attributes among moderate users compared to never users may confound the apparent association. A potentially less biased way to examine the association is Mendelian randomization, using alcohol metabolizing genes which influence alcohol use.

Methods
We used instrumental variable analysis with aldehyde dehydrogenase 2 (ALDH2) genotypes (AA/GA/GG) as instrumental variables for alcohol use to examine the association of alcohol use (10 g ethanol/day) with CVD risk factors (blood pressure, lipids and glucose) and morbidity (self-reported IHD and CVD) among men in …

Testosterone, Cardiovascular, Men, Trial, Lin Xu, Guy Freeman, Benjamin J. Cowling, Mary Schooling

Publications and Research

Background
Testosterone therapy is increasingly promoted. No randomized placebo-controlled trial has been implemented to assess the effect of testosterone therapy on cardiovascular events, although very high levels of androgens are thought to promote cardiovascular disease.

Methods
A systematic review and meta-analysis was conducted of placebo-controlled randomized trials of testosterone therapy among men lasting 12+ weeks reporting cardiovascular-related events. We searched PubMed through the end of 2012 using “(“testosterone” or “androgen”) and trial and (“random*”)” with the selection limited to studies of men in English, supplemented by a bibliographic search of the World Health Organization trial registry. Two reviewers independently searched, …

Age-Period-Cohort Projections Of Ischaemic Heart Disease Mortality By Socio-Economic Position In A Rapidly Transitioning Chinese Population, Irene O.L. Won, Benjamin J. Cowling, Gabriel M. Leung, Mary Schooling

Publications and Research

Background
With economic development and population aging, ischaemic heart disease (IHD) is becoming a leading cause of mortality with widening inequalities in China. To forewarn the trends in China we projected IHD trends in the most economically developed part of China, i.e., Hong Kong.

Methods
Based on sex-specific IHD mortality rates from 1976 to 2005, we projected mortality rates by neighborhood-level socio-economic position (i.e., low- or high-income groups) to 2020 in Hong Kong using Poisson age-period-cohort models with autoregressive priors.

Results
In the low-income group, age-standardized IHD mortality rates among women declined from 33.3 deaths in 1976–1980 to 19.7 per …

The Effect Of Statins On Testosterone In Men And Women, A Systematic Review And Meta-Analysis Of Randomized Controlled Trials, Mary Schooling, Shiu Lun Au Yeung, Guy Freeman, Benjamin J. Cowling

Publications and Research

Background
Statins are extensively used for cardiovascular disease prevention. Statins reduce mortality rates morethan other lipid-modulating drugs, although evidence from randomized controlled trials also suggests that statinsunexpectedly increase the risk of diabetes and improve immune function. Physiologically, statins would beexpected to lower androgens because statins inhibit production of the substrate for the local synthesis of androgens and statins’ pleiotropic effects are somewhat similar to the physiological effects of lowering testosterone, so we hypothesized that statins lower testosterone.

Methods
A meta-analysis of placebo-controlled randomized trials of statins to test the a priori hypothesis that statins lower testosterone. We searched the PubMed, …

Life-Course Origins Of Social Inequalities In Adult Immune Cell Markers Of Inflammation In Developing Southern Chinese Population: The Guangzhou Biobank Cohort Study, Douglas A. West, Gabriel M. Leung, Chao Q. Jiang, Timothy M. Elwell-Sutton, Wei S. Zhang, Tai H. Lam, Kar K. Cheng, Mary Schooling

Publications and Research

Background
Socioeconomic position (SEP) throughout life is associated with cardiovascular disease, though the mechanisms linking these two are unclear. It is also unclear whether there are critical periods in the life course when exposure to better socioeconomic conditions confers advantages or whether SEP exposures accumulate across the whole life course. Inflammation may be a mechanism linking socioeconomic position (SEP) with cardiovascular disease. In a large sample of older residents of Guangzhou, in southern China, we examined the association of life course SEP with inflammation.

Methods
In baseline data on 9,981 adults (≥ 50 years old) from the Guangzhou Biobank Cohort …

Childhood Meat Eating And Inflammatory Markers: The Guangzhou Biobank Cohort Study, Mary Schooling, Chao Q. Jiang, Tai H. Lam, W. S. Zhang, Kar Keung Cheng, Gabriel M. Leung

Publications and Research

Background
We hypothesized that socio-economic development could, via nutritionally driven levels of pubertal sex-steroids, promote a pro-inflammatory state among men but not women in developing countries. We tested this hypothesis, using recalled childhood meat eating as a proxy for childhood nutrition, in southern China.

Methods
We used multivariable linear regression in the Guangzhou Biobank Cohort Study phase 3 (2006-8) to examine the adjusted associations of recalled childhood meat eating, <1/week (n = 5,023), about once per week (n = 3,592) and almost daily (n = 1,252), with white blood cell count and its differentials among older (≥50 years) men (n = 2,498) and women (n = 7,369).

Results
Adjusted for age, childhood socio-economic position, education and smoking, childhood meat eating had sex-specific associations with white blood cell count and lymphocyte count, but not granulocyte count. Men with childhood …

Alcohol And Cardio-Respiratory Deaths In Chinese: A Population-Based Case-Control Study Of 32,462 Older Hong Kong, Mary Schooling, Tai Hing Lam, Sai Yin Ho, Yao He, Kwok Hang Mak, Gabriel M. Leung

Publications and Research

Background
In observational studies moderate alcohol use reduces cardio-respiratory mortality. However observational studies may be biased by many factors including residual confounding by unmeasured differences between moderate alcohol users and other groups or by changes in alcohol use with ill-health and aging. We used two different analytic strategies in an under-studied population, i.e. southern Chinese, to provide an assessment of the specific impact of moderate alcohol use on mortality from ischemic heart disease (IHD) and chronic obstructive pulmonary diseases (COPD).

Methods
In a population-based case-control study of all adult deaths in Hong Kong Chinese in 1998, we used adjusted logistic …