Medicine and Health Sciences Commons^™

Gene Co-Expression Networks Analysis Reveal Novel Molecular Endotypes In Alpha-1 Antitrypsin Deficiency, Jen-Hwa Chu, Wenlan Zang

Yale Day of Data

Rationale:Alpha-1 antitrypsin deficiency (AATD) is a genetic condition that predisposes to early onset pulmonary emphysema and airways obstruction. The exact mechanism through which AATD leads to lung disease is incompletely understood.

Objectives: To investigate the effect of AAT genotype and augmentation therapy on bronchoalveolar lavage (BAL) and peripheral blood mononuclear cells (PBMC) transcriptome, while examining the link between gene expression profiles, and clinical features of AATD.

Methods: We performed RNA-Seq on RNA extracted from BAL and PBMC on samples obtained from 89 AATD patients enrolled in the Genomic Research in Alpha-1 Antitrypsin Deficiency and Sarcoidosis (GRADS) study. Differential …

Exploring The Ipf Lung Through The Lens Of Single Cell Rna Sequencing, Taylor Adams, Jonas Schupp

Yale Day of Data

This poster illustrates the differences between the IPF disease-specific variety of lung macrophages and the two varieties of macrophages known to reside in the normal human lung.

Coffee Drinking And Leukocyte Telomere Length: A Meta-Analysis, Bella Kotlyar

Yale Day of Data

Telomeres are long tandem nucleotide repeats responsible for maintaining chromosomal integrity. They shorten with each cell division, serving as markers for cellular aging and replicative ability, and shorter telomere length has been associated with greater risk of various chronic diseases of aging. There is increasing interest in the relationship between telomere length and lifestyle factors, such as components of the diet, that are associated with age-related chronic diseases, like cancer and diabetes.

There is mounting evidence that coffee, one of the most commonly consumed beverages in the world, has potential protective effects against chronic disease and mortality. Few studies have …

Need Vs. Supply Analysis Of The New Haven Public Bus System, Stan Mathis

Yale Day of Data

ABSTRACT:

The aim of the study was to assess how well the public transportation system of New Haven County was matched to the public transit need using publicly available geospatial datasets from state and federal sources. Geospatial bus stop data was extracted from public State of Connecticut data sets. Census tract geography was extracted from US Census TIGER files while census tract aggregated household vehicle access data was queried from the American Community Survey data access server. A census tract’s Need was defined as percentage of households reporting access to zero vehicles; its supply was defined as the number of …

A Machine Learning Approach To Post-Market Surveillance Of Medical Devices, Jonathan Bates, Shu-Xia Li, Craig Parzynski, Ronald Coifman, Harlan Krumholz, Joseph Ross

Yale Day of Data

Post-market surveillance is a collection of processes and activities used by product manufacturers and regulators, such as the U.S. Food and Drug Administration (FDA) to monitor the safety and effectiveness of medical devices once they are available for use “on the market”. These activities are designed to generate information to identify poorly performing devices and other safety problems, accurately characterize real-world device performance and clinical outcomes, and facilitate the development of new devices, or new uses for existing devices. Typically, a device is monitored by comparing adverse events in the exposed population to a matched unexposed population. This research considers …