Diseases Commons^™

Detection Of Diabetic Foot Ulcers Using Svm Based Classification, Lei Wang, Peder Pedersen, Diane Strong, Bengisu Tulu, Emmanuel Agu, Qian He, Ronald Ignotz, Raymond Dunn, David Harlan, Sherry Pagoto

Emmanuel O. Agu

Diabetic foot ulcers represent a significant health issue, for both patients’ quality of life and healthcare system costs. Currently, wound care is mainly based on visual assessment of wound size, which suffers from lack of accuracy and consistency. Hence, a more quantitative and computer-based method is needed. Supervised machine learning based object recognition is an attractive option, using training sample images with boundaries labeled by experienced clinicians. We use forty sample images collected from the UMASS Wound Clinic by tracking 8 subjects over 6 months with a smartphone camera. To maintain a consistent imaging environment and facilitate the capture process …

Perceiving One's Heart Condition To Be Cured Following Hospitalization For Acute Coronary Syndromes: Implications For Patient-Provider Communication, Molly Waring, David Mcmanus, Stephenie Lemon, Joel Gore, Milena Anatchkova, Richard Mcmanus, Arlene Ash, Robert Goldberg, Catarina Kiefe, Jane Saczynski

Richard H. McManus

OBJECTIVE: We examined the proportion of patients perceiving their heart condition to be cured following hospitalization for ACS and identified characteristics associated with these perceptions.

METHODS: We conducted a prospective cohort study of adults hospitalized with ACS (N=396). Patient interviews during hospitalization and one week post-discharge provided demographic and psychosocial characteristics. Medical records provided clinical characteristics. At one week, patients who rated "My heart condition is cured" as "definitely true" or "mostly true" were considered to perceive their heart condition cured.

RESULTS: Participants were aged 60.7 (SD:11.0) years, 26.5% female, and 89.0% non-Hispanic white; 16.7% had unstable angina, 59.6% NSTEMI, …

Working Therapeutically With Deaf People Recovering From Trauma And Addiction, Melissa Anderson, Neil Glickman, Lisa Mistler, Marco Gonzalez

Melissa L. Anderson

OBJECTIVE: This article reviews what is known about behavioral health treatment of deaf persons with comorbid trauma and addiction.

METHOD: We discuss how to work therapeutically with deaf people with comorbid trauma and addiction, both through a review of the literature and through clinical observations of the authors. The article also includes the personal stories of two people-a Deaf peer specialist and a hearing psychiatrist-who share their humbling stories about the recovery process for deaf people and the challenges of learning to become an effective Deaf mental health care provider.

FINDINGS: Deaf people report higher rates of mental health problems …

Plasma Micrornas Are Associated With Atrial Fibrillation (The Mirhythm Study) And Change After Catheter-Ablation, David D. Mcmanus, Kahraman Tanriverdi, Honghuang Lin, Nada Esa, Menhel Kinno, Rosalind Lee, Divakar Mandapati, Stanley Tam, Patrick T. Ellinor, John F. Keaney, Emelia J. Benjamin, Victor R. Ambros, Jane E. Freedman

Victor R. Ambros

Background: Atrial fibrillation (AF) is the most common dysrhythmia in the U.S. and Europe. Few biomarkers exist to identify individuals at risk for AF. Cardiac microRNAs (miRNAs) have been implicated in susceptibility to AF and are detectable in the circulation. Nevertheless, data are limited on how circulating levels of miRNAs relate to AF or change over time after catheter- ablation. Methods: In 211 miRhythm participants (112 with paroxysmal or persistent AF; 99 without AF), we quantified plasma expression of 86 miRNAs associated with cardiac remodeling or disease by high-throughput quantitative reverse-transcriptase polymerase chain reaction (qRT-PCR). We used qRT-PCR to examine …

Increased Number Of Circulating Exosomes And Their Microrna Cargos Are Potential Novel Biomarkers In Alcoholic Hepatitis, Fatemeh Momen-Heravi, Banishree Saha, Karen Kodys, Donna Catalano, Abhishek Satishchandran, Gyongyi Szabo

Gyongyi Szabo

BACKGROUND: It has been well documented that alcohol and its metabolites induce injury and inflammation in the liver. However, there is no potential biomarker to monitor the extent of liver injury in alcoholic hepatitis patients. MicroRNAs (miRNAs) are a class of non-coding RNAs that are involved in various physiologic and pathologic processes. In the circulation, a great proportion of miRNAs is associated with extracellular vesicles (EVs)/exosomes. Here, we hypothesized that the exosome-associated miRNAs can be used as potential biomarkers in alcoholic hepatitis (AH).

METHODS: Exosomes were isolated from sera of alcohol-fed mice or pair-fed mice, and plasma of alcoholic hepatitis …

Progression Of Non-Alcoholic Steatosis To Steatohepatitis And Fibrosis Parallels Cumulative Accumulation Of Danger Signals That Promote Inflammation And Liver Tumors In A High Fat-Cholesterol-Sugar Diet Model In Mice, Michal Ganz, Terence N. Bukong, Timea Csak, Banishree Saha, Jin-Kyu Park, Aditya Ambade, Karen Kodys, Gyongyi Szabo

Gyongyi Szabo

BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is becoming a pandemic. While multiple 'hits' have been reported to contribute to NAFLD progression to non-alcoholic steatohepatitis (NASH), fibrosis and liver cancer, understanding the natural history of the specific molecular signals leading to hepatocyte damage, inflammation and fibrosis, is hampered by the lack of suitable animal models that reproduce disease progression in humans. The purpose of this study was first, to develop a mouse model that closely mimics progressive NAFLD covering the spectrum of immune, metabolic and histopathologic abnormalities present in human disease; and second, to characterize the temporal relationship between sterile/exogenous danger …

Characteristics Of Contemporary Patients Discharged From The Hospital After An Acute Coronary Syndrome, Robert Goldberg, Jane Saczynski, David Mcmanus, Molly Waring, Richard Mcmanus, Jeroan Allison, David Parish, Darleen Lessard, Sharina Person, Joel Gore, Catarina Kiefe

Richard H. McManus

BACKGROUND: Limited contemporary data compare the clinical and psychosocial characteristics and acute management of patients hospitalized with an initial vs a recurrent episode of acute coronary disease. We describe these factors in a cohort of patients recruited from 6 hospitals in Massachusetts and Georgia after an acute coronary syndrome. MATERIALS AND METHODS: We performed structured baseline in-person interviews and medical record abstractions for 2174 eligible and consenting patients surviving hospitalization for an acute coronary syndrome between April 2011 and May 2013. RESULTS: The average patient age was 61 years, 64% were men, and 47% had a high school education or …

Expert–Novice Differences In Mental Models Of Viruses, Vaccines, And The Causes Of Infectious Disease, Benjamin D. Jee, David H. Uttal, Amy N. Spiegel, Judy Diamond

Amy N. Spiegel

Humans are exposed to viruses everywhere they live, play, and work. Yet people’s beliefs about viruses may be confused or inaccurate, potentially impairing their understanding of scientific information. This study used semi-structured interviews to examine people’s beliefs about viruses, vaccines, and the causes of infectious disease. We compared people at different levels of science expertise: middle school students, teachers, and professional virologists. The virologists described more entities involved in microbiological processes, how these entities behaved, and why. Quantitative and qualitative analyses revealed distinctions in the cognitive organization of several concepts, including infection and vaccination. For example, some students and teachers …

Gene Expression Profiles Identify Features Common To Lobular And Ductal Premalignant Breast Lesions, Amy L. Roberts, D. Joseph Jerry, Kelly J. Gauger, Sallie S. Schneider, Giovanna M. Crisi, Grace Makari-Judson, Ashraf Khan, Karl Simin

Grace Makari-Judson MD

Premalignant lesions have been identified in both the ductal and lobular units of the breast epithelium. These lesions have a 4-fold increase in risk of progression to invasive breast cancer, but 80% will remain indolent. This may be due, in part, to the uncertainty of diagnoses as inter-observer reproducibility is poor. When treated with prophylactic hormone therapies blocking the estrogen receptor, up to 40% of women still develop tumors. Therefore the challenge is to develop diagnostic tests that identify the subset of high-risk lesions and provide appropriate prophylactic therapies. We undertook genome-wide expression studies to define sets of genes that …

Rodent Traumatic Brain Injury As A Model For Human Traumatic Axonal Damage And Neurodegeneration, Nils Henninger

Nils Henninger

Traumatic brain injury (TBI) is inherently heterogeneous with a complex underlying pathophysiology. Over the past decades many attempts have been undertaken to develop novel and innovative ways to mimic human aspects of TBI in rodents. This presentation will provide a brief overview of translationally relevant rodent TBI models with special emphasis on mild-to-moderate injuries and associated pathology.

Severity Of Pre-Existing Cerebral Small Vessel Disease Is Associated With Outcome After Traumatic Brain Injury, Nils Heninger, Saef Izzy, Raphael Carandang, Wiley Hall, Susanne Muehlschlegel

Nils Henninger

Background and purpose: It is now well accepted that traumatic white matter injury constitutes a critical determinant of post-traumatic functional impairment. However, the contribution of pre-existing white matter rarefaction on outcome following traumatic brain injury (TBI) is unknown. Hence, we sought to determine whether the burden of pre-existing cerebral small vessel disease related white matter rarefaction (leukoaraiosis) is independently associated with outcome after TBI. Methods: We retrospectively analyzed consecutive, prospectively enrolled patients of ≥50 years (n=136) that were admitted to a single neurological-trauma intensive care unit. Supratentorial white matter hypoattenuation on head CT was graded on a 5-point scale (range …

Traumatic Brain Injury: Translation From Animal Models And Genetics To Improving Outcomes, Susanne Muehlschlegel, Nils Henninger, Raphael Carandang, Constance Moore

Nils Henninger

This presentation offers background information on traumatic brain injury (TBI), a public health problem which affects approximately 1.7 million Americans each year. The presentation is part of a mini-symposium highlighting the interdisciplinary and translational nature of TBI research at the University of Massachusetts Medical School.