Publications by authors named "David McCulloch"

Objectives: Radiomics is the conversion of medical images into quantitative high-dimensional data. Laryngeal cancer, one of the most common head and neck cancers, has risen globally by 58.7%.

View Article and Find Full Text PDF

Purpose: The progressive loss of skeletal muscle and function (known as sarcopenia) has been shown to be associated with various adverse outcome measures. Sophisticated measurements of body composition are increasingly being incorporated into research studies to stratify patients into those with or without sarcopenia, monitor treatment effects, and predict complications. A typical approach is to select axial image(s) at the mid-lumbar level and use semi-automated software to identify and quantify the skeletal muscle area.

View Article and Find Full Text PDF

Objective: Women with prediabetes are identified from screening for overt diabetes in early pregnancy, but the clinical significance of prediabetes in pregnancy is unclear. We examined whether prediabetes in early pregnancy was associated with risks of adverse outcomes.

Study Design: We conducted a retrospective cohort study of pregnant women enrolled in Kaiser Permanente Washington from 2011 to 2014.

View Article and Find Full Text PDF
Article Synopsis
  • The study aimed to evaluate perinatal outcomes before and after changing the clinical guideline for gestational diabetes mellitus (GDM) screening from a two-step to a one-step approach.
  • The research involved analyzing health data and birth certificates of women who gave birth at Kaiser Permanente Washington, comparing outcomes from two time periods: before (2009-2011) and after (2012-2014) the guideline change.
  • Results indicated that the one-step approach led to increased rates of GDM diagnosis and related interventions, such as insulin use and labor inductions, while showing heightened instances of neonatal hypoglycemia and nonstress testing following the guideline implementation.
View Article and Find Full Text PDF

Objectives: To examine the relationships among implementing decision aids (DAs) for benign prostatic hyperplasia (BPH) and prostate cancer (PRCA), and treatment rates and costs.

Study Design: A pre-post observational evaluation of a quality improvement initiative in a healthcare system in Washington state.

Methods: Men with BPH seen in urology clinics and all men diagnosed with localized PRCA were identified for an intervention period, in which urologists were instructed to order a DA for every patient with those conditions, and a historical control period.

View Article and Find Full Text PDF

Although all weight-loss approaches may improve insulin sensitivity in type 2 diabetes, bariatric surgery is believed to be the only reliable means of achieving diabetes remission. We conducted a retrospective cohort study to compare rates of diabetes remission, relapse and all-cause mortality among severely obese individuals with diabetes who underwent bariatric surgery vs. nonsurgically treated individuals.

View Article and Find Full Text PDF

Background: Gastric bypass has profound effects on glycemic control in adults with type 2 diabetes mellitus. The goal of this study was to examine the long-term rates and clinical predictors of diabetes remission and relapse among patients undergoing gastric bypass.

Methods: We conducted a retrospective cohort study of adults with uncontrolled or medication-controlled type 2 diabetes who underwent gastric bypass from 1995 to 2008 in three integrated health care delivery systems in the USA.

View Article and Find Full Text PDF

Decision aids are evidence-based sources of health information that can help patients make informed treatment decisions. However, little is known about how decision aids affect health care use when they are implemented outside of randomized controlled clinical trials. We conducted an observational study to examine the associations between introducing decision aids for hip and knee osteoarthritis and rates of joint replacement surgery and costs in a large health system in Washington State.

View Article and Find Full Text PDF

Purpose: Medication nonadherence, inconsistent patient self-monitoring, and inadequate treatment adjustment exacerbate poor disease control. In a collaborative, team-based, care management program for complex patients (TEAMcare), we assessed patient and physician behaviors (medication adherence, self-monitoring, and treatment adjustment) in achieving better outcomes for diabetes, coronary heart disease, and depression.

Methods: A randomized controlled trial was conducted (2007-2009) in 14 primary care clinics among 214 patients with poorly controlled diabetes (glycated hemoglobin [HbA(1c)] ≥8.

View Article and Find Full Text PDF

Background: Patients with depression and poorly controlled diabetes, coronary heart disease, or both have an increased risk of adverse outcomes and high health care costs. We conducted a study to determine whether coordinated care management of multiple conditions improves disease control in these patients.

Methods: We conducted a single-blind, randomized, controlled trial in 14 primary care clinics in an integrated health care system in Washington State, involving 214 participants with poorly controlled diabetes, coronary heart disease, or both and coexisting depression.

View Article and Find Full Text PDF

Objective: To prospectively examine the association of depression with risks for advanced macrovascular and microvascular complications among patients with type 2 diabetes.

Research Design And Methods: A longitudinal cohort of 4,623 primary care patients with type 2 diabetes was enrolled in 2000-2002 and followed through 2005-2007. Advanced microvascular complications included blindness, end-stage renal disease, amputations, and renal failure deaths.

View Article and Find Full Text PDF

Purpose: Recent evidence suggests that depression is linked to increased mortality among patients with diabetes. This study examines the association of depression with all-cause and cause-specific mortality in diabetes.

Methods: We conducted a prospective cohort study of primary care patients with type 2 diabetes at Group Health Cooperative in Washington state.

View Article and Find Full Text PDF

Despite enormous advances in research supporting lipid screening among adults, there are critical research gaps in our understanding of the potential benefit and harm of routine screening of young children and adults. Although clear clinical opportunities exist to test and treat individual children from high risk backgrounds, building the case for systematically screening all children as part of a comprehensive cardiovascular disease prevention program requires more convincing evidence that this type of screening will yield true net positive clinical and public health outcomes. This should not prevent the pediatric community from aggressive promotion of healthy lifestyles, both in the office and through effective public policy.

View Article and Find Full Text PDF

Two individual teams, one from a small, rural clinic and one from a larger urban health system, were able to introduce innovations in care and realize improvement in patient outcomes.

View Article and Find Full Text PDF

Background: Breakthrough Series Collaboratives addressing chronic conditions have been conducted at the national level and in single health care delivery systems but not at the state level. Two state-level collaboratives were conducted: Diabetes Collaborative I (October 1999-November 2000) included 17 clinic teams from across the state, and Diabetes Collaborative II (February 2001-March 2002) included 30 teams and 6 health plans.

Methods: Both collaboratives took place in Washington State, where a diverse group of primary care practices participated, and health insurance plans partnered with the clinic teams.

View Article and Find Full Text PDF

Objective: To evaluate the association between estrogen therapy and cardiovascular disease risk among women with type 2 diabetes.

Research Design And Methods: A retrospective, case-cohort study was conducted among 6017 women aged 45-80 years with type 2 diabetes from 1 January 1986 to 31 December 1992 at the Group Health Cooperative in Washington state. Cardiovascular outcomes, including nonfatal myocardial infarction (n = 215), coronary revascularization (n = 253), and cardiovascular deaths (n = 229), were ascertained through 31 December 1998.

View Article and Find Full Text PDF

This report presents the results of a systematic review of the effectiveness and economic efficiency of self-management education interventions for people with diabetes and forms the basis for recommendations by the Task Force on Community Preventive Services. Data on glycemic control provide sufficient evidence that self-management education is effective in community gathering places for adults with type 2 diabetes and in the home for adolescents with type 1 diabetes. Evidence is insufficient to assess the effectiveness of self-management education interventions at the worksite or in summer camps for either type 1 or type 2 diabetes or in the home for type 2 diabetes.

View Article and Find Full Text PDF

This report presents the results of a systematic review of the effectiveness and economic efficiency of disease management and case management for people with diabetes and forms the basis for recommendations by the Task Force on Community Preventive Services on the use of these two interventions. Evidence supports the effectiveness of disease management on glycemic control; on screening for diabetic retinopathy, foot lesions and peripheral neuropathy, and proteinuria; and on the monitoring of lipid concentrations. This evidence is applicable to adults with diabetes in managed care organizations and community clinics in the United States and Europe.

View Article and Find Full Text PDF

Objective: Almost 90% of type 1 diabetes appears in individuals without a close family history. We sought to evaluate the best current predictive strategy, multiple defined autoantibodies, in a long-term prospective study in the general population.

Research Design And Methods: Autoantibodies to pancreatic islets (islet cell antibodies [ICAs]) and defined autoantibodies (d-aab) to human GAD, IA2/ICA512, and insulin were tested in 4,505 Washington schoolchildren.

View Article and Find Full Text PDF