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1.
J Parkinsons Dis ; 12(5): 1645-1653, 2022.
Article in English | MEDLINE | ID: mdl-35466950

ABSTRACT

BACKGROUND: More efficient screening methods are needed to improve the ability to identify and follow genetic cohorts in Parkinson's disease (PD). OBJECTIVE: To explore the use of the electronic medical records (EMRs) to identify participants with PD. METHODS: Using an algorithm previously developed in collaboration with Maccabi Healthcare Services (MHS), approximately 5,200 participants with PD were identified, more than 3,200 were screened, and 837 participants were enrolled and genotyped for leucine-rich repeat kinase 2 (LRRK2) and beta-glucocerebrosidase (GBA) variants. Questionnaires were completed to ascertain Ashkenazi Jewish (AJ) ancestry and family history of PD. RESULTS: Among 837 participants with PD, 82% were 65 years and older and 72% had a family history of AJ ancestry. Among those with AJ ancestry, 15.6% reported having relatives with PD. The frequency of observed mutations for LRRK2 and GBA genes combined was approximately 15.4%. The frequency of observed LRRK2 mutation was 6.1% overall and 7.2% from those with AJ ancestry; and for GBA mutation was 9.3% overall and 11.2% from those with AJ ancestry. CONCLUSION: Although the frequency of observed mutations in this study was lower than anticipated, mutation carriers were enriched among those with a family history of AJ ancestry increasing nearly 2-3-fold, from 3% -7% (LRRK2) and 4% -11% (GBA). The identification (and selection) of PD patients through EMRs prior to genotyping is a viable approach, to establish a genetically defined cohort of patients with PD for clinical research.


Subject(s)
Parkinson Disease , Electronic Health Records , Feasibility Studies , Glucosylceramidase/genetics , Humans , Leucine-Rich Repeat Serine-Threonine Protein Kinase-2/genetics , Mutation , Parkinson Disease/genetics
2.
Adv Ther ; 39(4): 1612-1629, 2022 04.
Article in English | MEDLINE | ID: mdl-35133630

ABSTRACT

INTRODUCTION: Sleep tracker data have not been utilized routinely in sleep-related disorders and their management. Sleep-related disorders are common in primary care practice and incorporating sleep tracker data may help in improving patient care. We conducted a pilot study to assess the feasibility of a sleep program using the Fitbit Charge 2™ device and SleepLife® application. The main aim of the study was to examine whether a program using a commercially available wearable sleep tracker device providing objective sleep data would improve communication in primary care settings between patients and their providers. Secondary aims included whether patient satisfaction with care would improve as result of the program. METHODS: A prospective, randomized, parallel group, observational pilot study was conducted in 20 primary care clinics in Indianapolis, IN from June 2018 to February 2019. Inclusion criteria included patients over the age of 18, have a diagnosis of insomnia identified by electronic medical record and/or a validated questionnaire, and were on a prescription sleep aid. The study was not specific to any sleep aid prescription, branded or generic, and was not designed to evaluate a drug or drug class. Each primary care clinic was randomized to either the SleepLife® intervention or the control arm. All patients were provided with a Fitbit Charge 2™ device. Only patients in the intervention arm were educated on how to use the SleepLife® application. Physicians in the intervention arm were set up with the SleepLife® portal on their computers. RESULTS: Forty-nine physicians and 75 patients were enrolled in the study. Patients had a mean age of 57 (SD 12.8) years and 61% were female. Mean age of physicians was 47 (SD 10.6) years. Patients showed high rates of involvement in the program with 83% completing all survey questions. Physician survey completion rate was 55%. Only one physician logged into the SleepLife portal to check their patients' sleep status. At the end of the 6-week intervention, patients' composite general satisfaction scores with sleep health management decreased significantly in the intervention arm when compared to controls (p = 0.03). Patients' satisfaction with communication also decreased significantly in the intervention group (p = 0.01). The sleep outcomes, which were calculated on the basis of study questionnaire answers, improved significantly in the intervention group as compared to the control group (p = 0.04). Physician communication satisfaction scores remained unchanged (p = 0.12). CONCLUSIONS: SleepLife® and its related physician portal can facilitate physician-patient communication, and it captures patient sleep outcomes including behaviors and habits. Patients were highly engaged with the program, while physicians did not demonstrate engagement. The study design and questionnaires do not specifically address the reasons behind the decreased patient satisfaction with care and communication, but it was perceived to be a result of physician non-responsiveness. Sleep quality scores on the other hand showed an improvement among SleepLife® users, suggesting that patients may have implemented good sleep practices on their own. Given that it was a feasibility study, and the sample size was small, we were not able to make major inferences regarding the difference between sleep disorder types. Additionally, we excluded patients with a history of alcohol use, substance abuse, or depression because of concerns that they may affect sleep independently. To promote the growth of technology in primary care, further research incorporating results from this study and physician engagement techniques should be included.


Subject(s)
Physicians , Sleep Wake Disorders , Adult , Communication , Feasibility Studies , Female , Habits , Humans , Middle Aged , Pilot Projects , Prospective Studies , Sleep , Sleep Wake Disorders/therapy
3.
Curr Med Res Opin ; 35(12): 2063-2070, 2019 12.
Article in English | MEDLINE | ID: mdl-31337263

ABSTRACT

Aims: To assess demographic and clinical characteristics associated with clinical inertia in a real-world cohort of type 2 diabetes mellitus patients not at hemoglobin A1c goal (<7%) on metformin monotherapy.Methods: Adult (≥18 years) type 2 diabetes mellitus patients who received care at Massachusetts General Hospital/Brigham and Women's Hospital and received a new metformin prescription between 1992 and 2010 were included in the analysis. Clinical inertia was defined as two consecutive hemoglobin A1c measures ≥7% ≥3 months apart while remaining on metformin monotherapy (i.e. without add-on therapy). The association between clinical inertia and demographic and clinical characteristics was examined via logistic regression.Results: Of 2848 eligible patients, 43% did not achieve a hemoglobin A1c goal of <7% 3 months after metformin monotherapy initiation. A sub-group of 1533 patients was included in the clinical inertia analysis, of which 36% experienced clinical inertia. Asian race was associated with an increased likelihood of clinical inertia (OR = 2.43; 95% CI = 1.48-3.96), while congestive heart failure had a decreased likelihood (OR = 0.58; 95% CI = 0.32-0.98). Chronic kidney disease and cardiovascular/cerebrovascular disease had weaker associations but were directionally similar to congestive heart failure.Conclusions: Asian patients were at an increased risk of clinical inertia, whereas patients with comorbidities appeared to have their treatment more appropriately intensified. A better understanding of these factors may inform efforts to decrease the likelihood for clinical inertia.


Subject(s)
Diabetes Mellitus, Type 2 , Glycated Hemoglobin/analysis , Medication Therapy Management/standards , Metformin/therapeutic use , Practice Patterns, Physicians'/standards , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/epidemiology , Electronic Health Records/statistics & numerical data , Female , Health Services Needs and Demand , Humans , Hypoglycemic Agents/therapeutic use , Male , Middle Aged , Retrospective Studies , Risk Factors , United States/epidemiology
4.
Sci Rep ; 8(1): 7862, 2018 05 18.
Article in English | MEDLINE | ID: mdl-29777125

ABSTRACT

We developed an insomnia classification algorithm by interrogating an electronic medical records (EMR) database of 314,292 patients. The patients received care at Massachusetts General Hospital (MGH), Brigham and Women's Hospital (BWH), or both, between 1992 and 2010. Our algorithm combined structured variables (such as International Classification of Diseases 9th Revision [ICD-9] codes, prescriptions, laboratory observations) and unstructured variables (such as text mentions of sleep and psychiatric disorders in clinical narrative notes). The highest classification performance of our algorithm was achieved when it included a combination of structured variables (billing codes for insomnia, common psychiatric conditions, and joint disorders) and unstructured variables (sleep disorders and psychiatric disorders). Our algorithm had superior performance in identifying insomnia patients compared to billing codes alone (area under the receiver operating characteristic curve [AUROC] = 0.83 vs. 0.55 with 95% confidence intervals [CI] of 0.76-0.90 and 0.51-0.58, respectively). When applied to the 314,292-patient population, our algorithm classified 36,810 of the patients with insomnia, of which less than 17% had a billing code for insomnia. In conclusion, an insomnia classification algorithm that incorporates clinical notes is superior to one based solely on billing codes. Compared to traditional methods, our study demonstrates that a classification algorithm that incorporates physician notes can more accurately, comprehensively, and quickly identify large cohorts of insomnia patients.


Subject(s)
Algorithms , Physicians/psychology , Sleep Initiation and Maintenance Disorders/pathology , Aged , Area Under Curve , Databases, Factual , Electronic Health Records , Female , Humans , International Classification of Diseases , Male , Middle Aged , ROC Curve , Sleep Initiation and Maintenance Disorders/classification
5.
J Clin Periodontol ; 44(10): 989-995, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28766735

ABSTRACT

AIM: We assessed the longitudinal association between tooth loss and peripheral arterial disease (PAD) within the Nurses' Health Study. MATERIALS AND METHODS: After excluding participants with prior cardiovascular diseases, 277 of 79,663 women were confirmed as PAD cases during 16 years of follow-up. Number of teeth and recent tooth loss were reported initially in 1992. Subsequent tooth loss was recorded in 1996 and in 2000. We evaluated the associations of baseline number of teeth and recent tooth loss with risk of PAD, adjusting for age, smoking, diabetes, hypertension, high cholesterol, aspirin use, family history of myocardial infarction, BMI, alcohol consumption, physical activity, postmenopausal hormone use, and use of vitamin E, vitamin D, multivitamin and calcium. RESULTS: Incident tooth loss during follow-up was significantly associated with higher hazard of PAD (HR = 1.31 95% CI: 1.00-1.71). However, the association appeared inverse among never smokers. There was no dose-response relationship between baseline number of teeth and PAD. CONCLUSIONS: Tooth loss showed a modest association with PAD, but no dose-response relationship was observed.


Subject(s)
Nurses/statistics & numerical data , Peripheral Arterial Disease/complications , Tooth Loss/complications , Adult , Female , Humans , Longitudinal Studies , Middle Aged , Peripheral Arterial Disease/epidemiology , Risk Factors , Tooth Loss/epidemiology , United States/epidemiology
6.
Sci Rep ; 7: 42282, 2017 02 09.
Article in English | MEDLINE | ID: mdl-28181568

ABSTRACT

Insomnia remains under-diagnosed and poorly treated despite its high economic and social costs. Though previous work has examined how patient characteristics affect sleep medication prescriptions, the role of physician characteristics that influence this clinical decision remains unclear. We sought to understand patient and physician factors that influence sleep medication prescribing patterns by analyzing Electronic Medical Records (EMRs) including the narrative clinical notes as well as codified data. Zolpidem and trazodone were the most widely prescribed initial sleep medication in a cohort of 1,105 patients. Some providers showed a historical preference for one medication, which was highly predictive of their future prescribing behavior. Using a predictive model (AUC = 0.77), physician preference largely determined which medication a patient received (OR = 3.13; p = 3 × 10-37). In addition to the dominant effect of empirically determined physician preference, discussion of depression in a patient's note was found to have a statistically significant association with receiving a prescription for trazodone (OR = 1.38, p = 0.04). EMR data can yield insights into physician prescribing behavior based on real-world physician-patient interactions.


Subject(s)
Clinical Decision-Making , Drug Prescriptions , Models, Theoretical , Physician-Patient Relations , Sleep/physiology , Cohort Studies , Humans , Logistic Models , Odds Ratio , Pyridines/pharmacology , Trazodone/pharmacology , Zolpidem
7.
J Am Coll Cardiol ; 66(16): 1791-1799, 2015 Oct 20.
Article in English | MEDLINE | ID: mdl-26483103

ABSTRACT

BACKGROUND: Research targeting glycosylated hemoglobin A1c (HbA1c) to <6.5% to prevent coronary heart disease (CHD) events has conflicting results. We previously observed the haptoglobin (Hp) Hp2-2 genotype is associated with a ∼10-fold increased CHD risk among individuals with HbA1c ≥6.5%, and thus might be useful in identifying those at high risk of CHD who would benefit from maintaining HbA1c <6.5%. OBJECTIVES: This study sought to model whether HbA1c ≥ 6.5% in the Hp2-2 genotype is associated with CHD in a prospective case-control study nested within the Health Professionals Follow-Up Study (HPFS). METHODS: HbA1c concentration and Hp genotype were determined for 695 incident cases of CHD from 1994 to 2010 and matched control participants. Logistic regression models calculated relative risk (RR) and 95% CI, for the first and second halves of follow-up, adjusting for confounding variables. A dataset from the Nurses' Health Study served as a replication cohort. RESULTS: The prevalence of the Hp2-2 genotype in HPFS was 39%. Compared with HbA1c <6.5%, the RR of CHD for HbA1c ≥6.5% for the Hp2-2 genotype over full follow-up was 3.07 (95% CI: 1.37 to 6.86) to 3.88 (95% CI: 1.31 to 11.52) during the first half of follow-up and 2.16 (95% CI: 0.61 to 7.61) in the second half. The corresponding RRs for the Hp1-1 + Hp2-1 genotypes were: full follow-up, 2.19 (95% CI: 1.14 to 4.24); first half, 1.60 (95% CI: 0.73 to 3.53); and second half, 4.72 (95% CI: 1.26 to 17.65). CONCLUSIONS: In 2 independent cohorts, the risk of CHD associated with HbA1c ≥6.5% is pronounced in the Hp2-2 genotype, particularly in early cases. The Hp2-2 genotype may identify individuals at greatest CHD risk from hyperglycemia.


Subject(s)
Biomarkers , Coronary Disease/genetics , Glycated Hemoglobin/analysis , Haptoglobins/genetics , Aged , Case-Control Studies , Coronary Disease/prevention & control , Female , Humans , Male , Middle Aged , Risk Assessment
8.
PLoS One ; 10(5): e0124847, 2015.
Article in English | MEDLINE | ID: mdl-25970579

ABSTRACT

BACKGROUND: Generalized allelic heterozygosity has been proposed to improve reproductive fitness and has been associated with higher blood pressure, but its association with chronic disease is not well characterized. METHODS: Using the Affymetrix Genome-Wide Human 6.0 array, we performed whole genome scans in parallel case-control studies of coronary heart disease (CHD) nested in the Health Professionals Follow-up Study and Nurses' Health Study. We examined ~700,000 single nucleotide polymorphisms (SNPs) in 435 men with incident CHD and 878 matched controls and 435 women with incident CHD with 931 matched controls. We examined the relationship of genome-wide heterozygosity with risk of incident of CHD and with baseline levels of cardiovascular risk factors. RESULTS: In both cohorts, approximately 227650 (SD 2000) SNPs were heterozygous. The number of heterozygous SNPs was not related to risk of CHD in either men or women (adjusted odds ratios per 2000 heterozygous SNPs 1.01 [95% confidence interval, 0.91-1.13] in women and 0.94 [0.84-1.06] in men). We also found no consistent associations of genome-wide heterozygosity with levels of lipids, inflammatory markers, adhesion molecules, homocysteine, adiponectin, or body-mass index. CONCLUSIONS: In these parallel nested case-control studies, we found no relationship of multilocus heterozygosity with risk of CHD or its major risk factors. Studies in other populations are needed to rule out associations with lower levels of heterozygosity.


Subject(s)
Coronary Disease/genetics , Genetic Loci , Heterozygote , Adiponectin/blood , Adiponectin/genetics , Adult , Aged , Biomarkers/blood , Body Mass Index , Case-Control Studies , Cell Adhesion Molecules/blood , Cell Adhesion Molecules/genetics , Coronary Disease/blood , Coronary Disease/pathology , Female , Follow-Up Studies , Genome-Wide Association Study , Health Personnel , Homocysteine/blood , Humans , Lipids/blood , Male , Middle Aged , Odds Ratio , Polymorphism, Single Nucleotide , Risk Factors
9.
J Am Heart Assoc ; 3(5): e001169, 2014 Sep 22.
Article in English | MEDLINE | ID: mdl-25246449

ABSTRACT

BACKGROUND: The healthiest dietary pattern for myocardial infarction (MI) survivors is not known. Specific long-term benefits of a low-carbohydrate diet (LCD) are unknown, whether from animal or vegetable sources. There is a need to examine the associations between post-MI adherence to an LCD and all-cause and cardiovascular mortality. METHODS AND RESULTS: We included 2258 women from the Nurses' Health Study and 1840 men from the Health Professional Follow-Up Study who had survived a first MI during follow-up and provided a pre-MI and at least 1 post-MI food frequency questionnaire. Adherence to an LCD high in animal sources of protein and fat was associated with higher all-cause and cardiovascular mortality (hazard ratios of 1.33 [95% CI: 1.06 to 1.65] for all-cause mortality and 1.51 [95% CI: 1.09 to 2.07] for cardiovascular mortality comparing extreme quintiles). An increase in adherence to an animal-based LCD prospectively assessed from the pre- to post-MI period was associated with higher all-cause mortality and cardiovascular mortality (hazard ratios of 1.30 [95% CI: 1.03 to 1.65] for all-cause mortality and 1.53 [95% CI: 1.10 to 2.13] for cardiovascular mortality comparing extreme quintiles). An increase in adherence to a plant-based LCD was not associated with lower all-cause or cardiovascular mortality. CONCLUSIONS: Greater adherence to an LCD high in animal sources of fat and protein was associated with higher all-cause and cardiovascular mortality post-MI. We did not find a health benefit from greater adherence to an LCD overall after MI.


Subject(s)
Cause of Death , Diet, Carbohydrate-Restricted , Myocardial Infarction/mortality , Secondary Prevention/methods , Survivors , Adult , Animals , Cardiovascular Diseases/diet therapy , Cardiovascular Diseases/mortality , Cardiovascular Diseases/prevention & control , Cohort Studies , Female , Humans , Male , Middle Aged , Multivariate Analysis , Myocardial Infarction/prevention & control , Myocardial Infarction/therapy , Prognosis , Proportional Hazards Models , Prospective Studies , Risk Assessment , Survival Analysis , Time Factors , Treatment Outcome
10.
J Am Heart Assoc ; 3(4)2014 Jun 30.
Article in English | MEDLINE | ID: mdl-24980133

ABSTRACT

BACKGROUND: ß2-Microglobulin and cystatin C may have advantages over creatinine in assessing risk associated with kidney function. We therefore investigated whether emerging filtration markers, ß2-microglobulin and cystatin C, are prospectively associated with risk of the development of peripheral artery disease (PAD). METHODS AND RESULTS: We conducted nested case-control studies among women within the Nurses' Health Study (1990-2010) and among men within the Health Professionals Follow-up Study (1994-2008) with the use of archived blood samples collected before PAD diagnosis. During follow-up, symptomatic PAD was confirmed in 144 women and 143 men. Controls were matched 3:1 based on age, race, smoking status, fasting status, and date of blood sampling. Conditional logistic regression models were used to estimate relative risks (RRs) and were adjusted for plasma creatinine and cardiovascular risk factors. In women, the RRs (95% CI) per 1-SD) increment were 1.16 (0.85 to 1.58) for ß2-microglobulin and 0.94 (0.69 to 1.28) for cystatin C. Corresponding RRs in men were 1.50 (1.08 to 2.09) for ß2-microglobulin and 1.54 (1.07 to 2.22) for cystatin C. There was no association between creatinine and PAD risk in women, whereas the association in men (RR 1.41, 95% CI 1.10 to 1.81) disappeared after adjustment for either ß2-microglobulin or cystatin C. In pooled analyses of men and women, only ß2-microglobulin was associated with PAD risk (RR 1.31, 95% CI 1.04 to 1.64). CONCLUSIONS: In pooled analyses, ß2-microglobulin was associated with an increased risk of symptomatic PAD; a similar association with cystatin C was observed only in men. The findings suggest that ß2-microglobulin may capture the atherosclerosis-promoting or atherosclerosis-related elements of kidney dysfunction better than creatinine.


Subject(s)
Creatinine/blood , Cystatin C/blood , Intermittent Claudication/blood , Peripheral Arterial Disease/blood , beta 2-Microglobulin/blood , Aged , Biomarkers/blood , Case-Control Studies , Female , Humans , Incidence , Intermittent Claudication/epidemiology , Logistic Models , Longitudinal Studies , Male , Middle Aged , Peripheral Arterial Disease/epidemiology , Prognosis , Prospective Studies
11.
BMJ ; 348: g2659, 2014 Apr 29.
Article in English | MEDLINE | ID: mdl-24782515

ABSTRACT

OBJECTIVE: To evaluate the associations of dietary fiber after myocardial infarction (MI) and changes in dietary fiber intake from before to after MI with all cause and cardiovascular mortality. DESIGN: Prospective cohort study. SETTING: Two large prospective cohort studies of US women and men with repeated dietary measurements: the Nurses' Health Study and the Health Professionals Follow-Up Study. PARTICIPANTS: 2258 women and 1840 men who were free of cardiovascular disease, stroke, or cancer at enrollment, survived a first MI during follow-up, were free of stroke at the time of initial onset of MI, and provided food frequency questionnaires pre-MI and at least one post-MI. MAIN OUTCOME MEASURES: Associations of dietary fiber post-MI and changes from before to after MI with all cause and cardiovascular mortality using Cox proportional hazards models, adjusting for drug use, medical history, and lifestyle factors. RESULTS: Higher post-MI fiber intake was significantly associated with lower all cause mortality (comparing extreme fifths, pooled hazard ratio 0.75, 95% confidence interval 0.58 to 0.97). Greater intake of cereal fiber was more strongly associated with all cause mortality (pooled hazard ratio 0.73, 0.58 to 0.91) than were other sources of dietary fiber. Increased fiber intake from before to after MI was significantly associated with lower all cause mortality (pooled hazard ratio 0.69, 0.55 to 0.87). CONCLUSIONS: In this prospective study of patients who survived MI, a greater intake of dietary fiber after MI, especially cereal fiber, was inversely associated with all cause mortality. In addition, increasing consumption of fiber from before to after MI was significantly associated with lower all cause and cardiovascular mortality.


Subject(s)
Dietary Fiber/administration & dosage , Myocardial Infarction/mortality , Adult , Aged , Cardiovascular Diseases/mortality , Cause of Death , Epidemiologic Methods , Feeding Behavior/physiology , Female , Humans , Male , Middle Aged , Prognosis , Survivors/statistics & numerical data
12.
Atherosclerosis ; 235(1): 94-101, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24819748

ABSTRACT

OBJECTIVE: Few studies have examined the roles of homocysteine and related nutrients in the development of peripheral artery disease (PAD). We examined the associations between plasma homocysteine, dietary B vitamins, betaine, choline, and supplemental folic acid use and incidence of PAD. METHODS: We used two cohort studies of 72,348 women in the Nurses' Health Study (NHS, 1990-2010) and 44,504 men in the Health Professionals Follow-up Study (HPFS, 1986-2010). We measured plasma homocysteine in nested matched case-control studies of clinically recognized PAD within both cohorts, including 143 PAD cases and 424 controls within the NHS (1990-2010) and 143 PAD cases and 428 controls within the HPFS (1994-2008). We examined the association between diet and risk of incident PAD in the cohorts using a food frequency questionnaire and 790 cases of PAD over 3.1 million person-years of follow-up. RESULTS: Higher homocysteine levels were positively associated with risk of PAD in men (adjusted IRR 2.17; 95% CI, 1.08-4.38 for tertile 3 vs. 1). There was no evidence of an association in women (adjusted IRR 1.14; 95% CI, 0.61-2.12). Similarly, higher folate intake, including supplements, was inversely associated with risk of PAD in men (adjusted HR 0.90; 95% CI, 0.82-0.98 for each 250 µg increase) but not women (HR 1.01, 95% CI, 0.88-1.15). Intakes of the other B vitamins, betaine, and choline were not consistently associated with risk of PAD in men or women. CONCLUSION: Homocysteine levels were positively associated and dietary folate intake was inversely associated with risk of PAD in men but not in women.


Subject(s)
Betaine/therapeutic use , Choline/therapeutic use , Homocysteine/blood , Peripheral Arterial Disease/epidemiology , Peripheral Arterial Disease/prevention & control , Vitamin B Complex/therapeutic use , Adult , Aged , Case-Control Studies , Cohort Studies , Diet , Dietary Supplements , Female , Folic Acid/chemistry , Follow-Up Studies , Humans , Male , Middle Aged , Proportional Hazards Models , Riboflavin/therapeutic use , Risk Factors , Surveys and Questionnaires
13.
JAMA Intern Med ; 173(19): 1808-18, 2013 Oct 28.
Article in English | MEDLINE | ID: mdl-23999993

ABSTRACT

IMPORTANCE: Information about diet after myocardial infarction (MI) and mortality is limited, despite the growing number of MI survivors in the United States. OBJECTIVE: To examine the association of post-MI dietary quality and changes from pre- to post-MI with all-cause and cardiovascular mortality among MI survivors. DESIGN, SETTING, AND PARTICIPANTS: We included 2258 women from the Nurses' Health Study and 1840 men from the Health Professionals Follow-up Study. Participants had survived an initial MI during the study follow-up period and completed the pre- and post-MI food frequency questionnaire. Diet quality was measured using Alternative Healthy Eating Index 2010 (AHEI2010), which consists of food and nutrients associated with the risk of chronic disease reported in the literature. We adjusted for medication use, medical history, and lifestyle risk factors using Cox proportional hazards regression models. MAIN OUTCOMES AND MEASURES: All-cause and cardiovascular mortality. RESULTS: During follow-up, we confirmed 682 all-cause deaths for women and 451 for men. The median survival time after the initial MI onset was 8.7 years for women and 9.0 years for men. When the results were pooled, the adjusted hazard ratio (HR) was 0.76 (95% CI, 0.60-0.96) for all-cause mortality and 0.73 (95% CI, 0.51-1.04) for cardiovascular mortality, comparing the extreme quintiles of post-MI AHEI2010. A greater increase in the AHEI2010 score from pre- to post-MI was significantly associated with lower all-cause mortality (pooled HR, 0.71; 95% CI, 0.56-0.91) and cardiovascular mortality (pooled HR, 0.60; 95% CI, 0.41- 0.86), comparing the extreme quintiles. The adjusted HRs associated with post-MI AHEI2010 were 0.73 (95% CI, 0.58-0.93) for all-cause mortality and 0.81 (95% CI, 0.64-1.04) for cardiovascular mortality when the alcohol component was excluded. CONCLUSIONS AND RELEVANCE: Myocardial infarction survivors who consume a higher-quality diet, which has been associated with a lower risk of coronary heart disease in primary prevention, have lower subsequent all-cause mortality.


Subject(s)
Cardiovascular Diseases/mortality , Diet , Feeding Behavior , Myocardial Infarction/mortality , Survivors/statistics & numerical data , Adult , Aged , Aged, 80 and over , Cause of Death , Female , Follow-Up Studies , Humans , Life Style , Male , Middle Aged , Risk Factors
14.
J Am Coll Cardiol ; 61(21): 2169-79, 2013 May 28.
Article in English | MEDLINE | ID: mdl-23541965

ABSTRACT

OBJECTIVES: The goal of this study was to examine the prospective association between oxidation-specific biomarkers, primarily oxidized phospholipids (OxPL) on apolipoprotein B-100-containing lipoproteins (OxPL/apoB) and lipoprotein (a) [Lp(a)], and risk of peripheral artery disease (PAD). We examined, as secondary analyses, indirect measures of oxidized lipoproteins, including autoantibodies to malondialdehyde-modified low-density lipoprotein (MDA-LDL) and apolipoprotein B-100 immune complexes (ApoB-IC). BACKGROUND: Biomarkers to predict the development of PAD are lacking. OxPL circulate in plasma, are transported by Lp(a), and deposit in the vascular wall and induce local inflammation. METHODS: The study population included 2 parallel nested case-control studies of 143 men within the Health Professionals Follow-up Study (1994 to 2008) and 144 women within the Nurses' Health Study (1990 to 2010) with incident confirmed cases of clinically significant PAD, matched 1:3 to control subjects. RESULTS: Levels of OxPL/apoB were positively associated with risk of PAD in men and women: pooled relative risk: 1.37, 95% confidence interval: 1.19 to 1.58 for each 1-SD increase after adjusting age, smoking, fasting status, month of blood draw, lipids, body mass index, and other cardiovascular disease risk factors. Lp(a) was similarly associated with risk of PAD (pooled adjusted relative risk: 1.36; 95% confidence interval: 1.18 to 1.57 for each 1-SD increase). Autoantibodies to MDA-LDL and ApoB-IC were not consistently associated with risk of PAD. CONCLUSIONS: OxPL/apoB were positively associated with risk of PAD in men and women. The major lipoprotein carrier of OxPL, Lp(a), was also associated with risk of PAD, reinforcing the key role of OxPL in the pathophysiology of atherosclerosis mediated by Lp(a).


Subject(s)
Biomarkers/blood , Peripheral Arterial Disease/blood , Adult , Aged , Apolipoprotein B-100/blood , Apolipoproteins B/blood , Female , Follow-Up Studies , Humans , Lipoprotein(a)/blood , Lipoproteins, LDL/blood , Male , Middle Aged , Oxidation-Reduction , Phospholipids/blood , Prospective Studies , Risk Factors , Severity of Illness Index
15.
J Am Heart Assoc ; 2(2): e000077, 2013 Mar 22.
Article in English | MEDLINE | ID: mdl-23537807

ABSTRACT

BACKGROUND: Hemoglobin A1c (HbA1c), a time-integrated marker of glycemic control, predicts risk of coronary heart disease (CHD) among diabetics. Few studies have examined HbA1c and risk of CHD among women and men without clinically elevated levels or previously diagnosed diabetes. METHODS AND RESULTS: We conducted parallel nested case-control studies among women (Nurses' Health Study) and men (Health Professionals Follow-up Study). During 14 and 10 years of follow-up, 468 women and 454 men developed incident nonfatal myocardial infarction (MI) and fatal CHD. Controls were matched 2:1 based on age, smoking, and date of blood draw. For these analyses, participants with a history of diabetes or HbA1c levels ≥6.5% at baseline were excluded. Compared with HbA1c of 5.0% to <5.5%, those with an HbA1c of 6.0% to <6.5% had a multivariable-adjusted relative risk (RR) of CHD of 1.90 (95% CI 1.11 to 3.25) in women and 1.81 (95% CI 1.09 to 3.03) in men. The pooled RR of CHD was 1.29 (95% CI 1.11 to 1.50) for every 0.5%-increment increase in HbA1c levels and 1.67 (95% CI 1.23 to 2.25) for every 1%-increment increase, with the risk plateauing around 5.0%. Furthermore, participants with HbA1c levels between 6.0% and <6.5% and C-reactive protein levels >3.0 mg/L had a 2.5-fold higher risk of CHD compared with participants in the lowest categories of both biomarkers. CONCLUSIONS: Our findings suggest that HbA1c is associated with CHD risk among apparently healthy, nondiabetic women and men and may be an important early clinical marker of disease risk.


Subject(s)
Coronary Disease/blood , Glycated Hemoglobin/metabolism , Myocardial Infarction/blood , Adult , Aged , Biomarkers/blood , C-Reactive Protein/metabolism , Case-Control Studies , Cohort Studies , Coronary Disease/mortality , Female , Follow-Up Studies , Humans , Male , Middle Aged , Odds Ratio , Prospective Studies , Risk Factors
16.
Arterioscler Thromb Vasc Biol ; 33(5): 1092-7, 2013 May.
Article in English | MEDLINE | ID: mdl-23448969

ABSTRACT

OBJECTIVE: Lower concentrations of adiponectin have been linked to subsequent risk of coronary heart disease in healthy individuals. Whether similar relationships exist for the development of systemic atherosclerosis, such as peripheral artery disease (PAD), is uncertain. We investigated the association between total adiponectin and risk of lower extremity PAD. APPROACH AND RESULTS: We performed a prospective, nested case-control study among 18,225 male participants of the Health Professionals Follow-up Study who were free of diagnosed cardiovascular disease at the time of blood draw (1993-1995). During 14 years of follow-up, 143 men developed PAD. Using risk set sampling, controls were selected in a 3:1 ratio and matched on age, smoking status, fasting status, and date of blood draw (n=429). Median (interquartile range) adiponectin concentrations at baseline were lower among cases compared with controls (4.1 [3.2-5.5] versus 5.4 [3.8-7.5] µg/mL; P<0.001). A log-linear inverse association was evident over the full spectrum of adiponectin concentrations with PAD risk after controlling for baseline cardiovascular risk factors using restricted spline conditional logistic regression. Adiponectin was associated with a 42% lower risk of PAD per SD increase in natural log-transformed adiponectin (relative risk, 0.58; 95% confidence interval, 0.45-0.74) after adjustment for cardiovascular risk factors. The relative risk was attenuated (relative risk, 0.68; 95% confidence interval, 0.51-0.92) after further accounting for high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, C-reactive protein, and cystatin C. Additional adjustment for hemoglobin A(1c), triglycerides, and γ-glutamyltransferase had little impact on this association (relative risk, 0.68; 95% confidence interval, 0.50-0.92). CONCLUSIONS: Total adiponectin is inversely associated with risk of symptomatic lower extremity PAD in men.


Subject(s)
Adiponectin/blood , Peripheral Arterial Disease/etiology , Aged , Case-Control Studies , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Glycated Hemoglobin/analysis , Humans , Lower Extremity , Male , Middle Aged , Peripheral Arterial Disease/blood , Prospective Studies , Risk Factors
17.
J Am Coll Cardiol ; 61(7): 728-37, 2013 Feb 19.
Article in English | MEDLINE | ID: mdl-23312704

ABSTRACT

OBJECTIVES: This study sought to investigate into the biologically plausible interaction between the common haptoglobin (Hp) polymorphism rs#72294371 and glycosylated hemoglobin (HbA(1c)) on risk of coronary heart disease (CHD). BACKGROUND: Studies of the association between the Hp polymorphism and CHD report inconsistent results. Individuals with the Hp2-2 genotype produce Hp proteins with an impaired ability to prevent oxidative injury caused by elevated HbA(1c). METHODS: HbA(1c) concentration and Hp genotype were determined for 407 CHD cases matched 1:1 to controls (from the NHS [Nurses' Health Study]) and in a replication cohort of 2,070 individuals who served as the nontreatment group in the ICARE (Prevention of Cardiovascular Complications in Diabetic Patients With Vitamin E Treatment) study, with 29 CHD events during follow-up. Multivariate models were adjusted for lifestyle and CHD risk factors as appropriate. A pooled analysis was conducted of NHS, ICARE, and the 1 previously published analysis (a cardiovascular disease case-control sample from the Strong Heart Study). RESULTS: In the NHS, Hp2-2 genotype (39% frequency) was strongly related to CHD risk only among individuals with elevated HbA(1c) (≥ 6.5%), an association that was similar in the ICARE trial and the Strong Heart Study. In a pooled analysis, participants with both the Hp2-2 genotype and elevated HbA(1c) had a relative risk of 7.90 (95% confidence interval: 4.43 to 14.10) for CHD compared with participants with both an Hp1 allele and HbA(1c) <6.5% (p for interaction = 0.004), whereas the Hp2-2 genotype with HbA(1c) <6.5% was not associated with risk (relative risk: 1.34 [95% confidence interval: 0.73 to 2.46]). CONCLUSIONS: Hp genotype was a significant predictor of CHD among individuals with elevated HbA(1c).


Subject(s)
Coronary Disease/genetics , Genotype , Glycated Hemoglobin/genetics , Haptoglobins/genetics , Haptoglobins/metabolism , Adult , Aged , Aged, 80 and over , Biomarkers/blood , Case-Control Studies , Cohort Studies , Coronary Disease/blood , Female , Glycated Hemoglobin/metabolism , Glycosylation , Humans , Male , Middle Aged , Prospective Studies , Risk Factors , Up-Regulation/genetics , Young Adult
19.
JAMA ; 308(16): 1660-7, 2012 Oct 24.
Article in English | MEDLINE | ID: mdl-23093164

ABSTRACT

CONTEXT: Previous studies have examined the associations of individual clinical risk factors with risk of peripheral artery disease (PAD), but the combined effects of these risk factors are largely unknown. OBJECTIVE: To estimate the degree to which the 4 conventional cardiovascular risk factors of smoking, hypertension, hypercholesterolemia, and type 2 diabetes are associated with the risk of PAD among men. DESIGN, SETTING, AND PARTICIPANTS: Prospective study of 44,985 men in the United States without a history of cardiovascular disease at baseline in 1986; participants in the Health Professionals Follow-up Study were followed up for 25 years until January 2011. The presence of risk factors was updated biennially during follow-up. MAIN OUTCOME MEASURE: Clinically significant PAD defined as limb amputation or revascularization, angiogram reporting vascular obstruction of 50% or greater, ankle-brachial index of less than 0.90, or physician-diagnosed PAD. RESULTS: During a median follow-up of 24.2 years (interquartile range, 20.8-24.7 years), there were 537 cases of incident PAD. Each risk factor was significantly and independently associated with a higher risk of PAD after adjustment for the other 3 risk factors and confounders. The age-adjusted incidence rates were 9 (95% CI, 6-14) cases/100,000 person-years (n = 19 incident cases) for 0 risk factors, 23 (95% CI, 18-28) cases/100,000 person-years (n = 99 incident cases) for 1 risk factor, 47 (95% CI, 39-56) cases/100,000 person-years (n = 176 incident cases) for 2 risk factors, 92 (95% CI, 76-111) cases/100,000 person-years (n = 180 incident cases) for 3 risk factors, and 186 (95% CI, 141-246) cases/100,000 person-years (n = 63 incident cases) for 4 risk factors. The multivariable-adjusted hazard ratio for each additional risk factor was 2.06 (95% CI, 1.88-2.26). Men without any of the 4 risk factors had a hazard ratio of PAD of 0.23 (95% CI, 0.14-0.36) compared with all other men in the cohort. In 96% of PAD cases (95% CI, 94%-98%), at least 1 of the 4 risk factors was present at the time of PAD diagnosis. The population-attributable risk associated with these 4 risk factors was 75% (95% CI, 64%-87%). The absolute incidence of PAD among men with all 4 risk factors was 3.5/1000 person-years. CONCLUSION: Among men in this cohort, smoking, hypertension, hypercholesterolemia, and type 2 diabetes account for the majority of risk associated with development of clinically significant PAD.


Subject(s)
Cardiovascular Diseases/epidemiology , Diabetes Mellitus, Type 2/epidemiology , Hypercholesterolemia/epidemiology , Hypertension/epidemiology , Peripheral Arterial Disease/epidemiology , Smoking/epidemiology , Adult , Aged , Aged, 80 and over , Cohort Studies , Humans , Male , Middle Aged , Prospective Studies , Risk Factors , United States/epidemiology
20.
Eur Heart J ; 33(13): 1598-605, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22453658

ABSTRACT

AIMS: The aim of this study was to examine the association between long-term alcohol consumption, alcohol consumption before and after myocardial infarction (MI), and all-cause and cardiovascular mortality among survivors of MI. METHODS AND RESULTS: The Health Professionals Follow-up Study (HPFS) is a prospective cohort study of 51 529 US male health professionals. From 1986 to 2006, 1818 men were confirmed with incident non-fatal MI. Among MI survivors, 468 deaths were documented during up to 20 years of follow-up. Long-term average alcohol consumption was calculated beginning from the time period immediately before the first MI and updated every 4 years afterward. Cox proportional hazards were used to estimate the multivariable-adjusted hazard ratios (HR) and 95% confidence intervals (CI). Compared with non-drinkers, the multivariable-adjusted HRs for all-cause mortality were 0.78 (95% CI: 0.62-0.97) for 0.1-9.9 g/day, 0.66 (95% CI: 0.51-0.86) for 10.0-29.9 g/day, and 0.87 (95% CI: 0.61-1.25) for ≥30 g/day (P(quadratic)= 0.006). For cardiovascular mortality, the corresponding HRs were 0.74 (95% CI: 0.54-1.02), 0.58 (95% CI: 0.39-0.84), and 0.98 (95% CI: 0.60-1.60), P(quadratic)= 0.003. These findings were consistent when restricted to pre- and post-MI alcohol assessments. In subgroup analyses, moderate alcohol consumption was inversely associated with mortality among men with non-anterior infarcts, and among men with mildly diminished left ventricular function. CONCLUSION: Long-term moderate alcohol consumption is inversely associated with all-cause and cardiovascular mortality among men who survived a first MI. This U-shaped association may be strongest among individuals with less impaired cardiac function after MI and should be examined further.


Subject(s)
Alcohol Drinking/mortality , Cardiovascular Diseases/mortality , Survivors/statistics & numerical data , Adult , Aged , Beer/statistics & numerical data , Cause of Death , Health Personnel/statistics & numerical data , Humans , Male , Middle Aged , Myocardial Infarction/mortality , Prospective Studies , Risk Factors , Ventricular Dysfunction, Left/mortality , Wine/statistics & numerical data
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