Combining psychosocial data to improve prediction of cardiovascular disease risk factors and events: The National Heart, Lung, and Blood Institute-sponsored women's ischemia syndrome evaluation study

Psychosomatic Medicine

Volumn 74, Issue 3, 2012, Pages 263-270

  Whittaker, Kerry S ^a   Krantz, David S ^a   Rutledge, Thomas ^b   Johnson, B Delia ^e   Wawrzyniak, Andrew J ^a   Bittner, Vera ^g   Eastwood, Jo Ann ^c,d   Eteiba, Wafia ^e   Cornell, Carol E ^h   Pepine, Carl J ⁱ   Vido, Diane A ^f   Handberg, Eileen ⁱ   Merz, C Noel Bairey ^d  

^a Uniformed Services University of the Health Sciences   (United States)

^b VA SAN DIEGO HEALTHCARE SYSTEM   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d CEDARS SINAI MEDICAL CENTER   (United States)

^e UNIVERSITY OF PITTSBURGH GRADUATE SCHOOL OF PUBLIC HEALTH   (United States)

^f ALLEGHENY GENERAL HOSPITAL   (United States)

^g UNIVERSITY OF ALABAMA AT BIRMINGHAM   (United States)

^h UNIVERSITY OF ARKANSAS FOR MEDICAL SCIENCES   (United States)

ⁱ UNIVERSITY OF FLORIDA COLLEGE OF MEDICINE   (United States)

Author keywords

cardiovascular disease; cardiovascular events; factor analysis; psychosocial variables; women

Indexed keywords

ADULT; ARTICLE; BECK DEPRESSION INVENTORY; BODY MASS; CARDIOVASCULAR DISEASE; CARDIOVASCULAR RISK; COOK MEDLEY HOSTILITY AFFECT SUBSCALE; CORONARY ARTERY DISEASE; DIASTOLIC BLOOD PRESSURE; FEMALE; HEART INFARCTION; HEART MUSCLE ISCHEMIA; HOSTILITY; HUMAN; ISCHEMIC HEART DISEASE; METABOLIC SYNDROME X; PREDICTION; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PSYCHOLOGICAL RATING SCALE; SOCIAL NETWORK INDEX; STATE TRAIT ANXIETY INVENTORY; SYSTOLIC BLOOD PRESSURE;

ANGER; BLOOD PRESSURE; BODY MASS INDEX; CARDIOVASCULAR DISEASES; CORONARY ANGIOGRAPHY; DATA INTERPRETATION, STATISTICAL; EPIDEMIOLOGIC METHODS; FEMALE; HOSTILITY; HUMANS; METABOLIC SYNDROME X; MIDDLE AGED; MYOCARDIAL ISCHEMIA; NATIONAL HEART, LUNG, AND BLOOD INSTITUTE (U.S.); PERSONALITY ASSESSMENT; PSYCHIATRIC STATUS RATING SCALES; SOCIAL SUPPORT; STRESS, PSYCHOLOGICAL; UNITED STATES; WOMEN'S HEALTH;

EID: 84859718163     PISSN: 00333174     EISSN: 15347796     Source Type: Journal    
DOI: 10.1097/PSY.0b013e31824a58ff     Document Type: Article

References (42)

1. Jonas BS, Franks P, Ingram DD. Are symptoms of anxiety and depression risk factors for hypertension? Longitudinal evidence from the National Health and Nutrition Examination Survey I Epidemiologic Follow-up Study. Arch Fam Med 1997;6:43-9.
2. Onyike CU, Crum RM, Lee HB, Lyketsos CG, Eaton WW. Is obesity associated with major depression? Results from the Third National Health and Nutrition Examination Survey. Am J Epidemiol 2003;158:1139-47. (Pubitemid 37548783)
3. Goldbacher EM, Matthews KA. Are psychological characteristics related to risk of the metabolic syndrome? A review of the literature. Ann Behav Med 2007;34:240-52. (Pubitemid 350276267)
4. Niaura R, Banks SM, Ward KD, Stoney CM, Spiro A 3rd, Aldwin CM, Landsberg L, Weiss ST. Hostility and the metabolic syndrome in older males: the Normative Aging Study. Psychosom Med 2000;62:7-16. (Pubitemid 30114622)
5. Frasure-Smith N, Lesperance F. Depression and anxiety as predictors of 2-year cardiac events in patients with stable coronary artery disease. Arch Gen Psychiatry 2008;65:62-71.
6. Frasure-Smith N, Lesperance F, Gravel G, Masson A, Juneau M, Talajic M, Bourassa MG. Social support, depression, and mortality during the first year after myocardial infarction. Circulation 2000;101:1919-24. (Pubitemid 30225272)
7. Chida Y, Steptoe A. The association of anger and hostility with future coronary heart disease: a meta-analytic review of prospective evidence. J Am Coll Cardiol 2009;53:936-46.
8. Moser DK, Dracup K. Is anxiety early after myocardial infarction associated with subsequent ischemic and arrhythmic events? Psychosom Med 1996;58:395-401.
9. Rosengren A, Hawken S, Ounpuu S, Sliwa K, Zubaid M, Almahmeed WA, Blackett KN, Sitthi-amorn C, Sato H, Yusuf S. Association of psychosocial risk factors with risk of acute myocardial infarction in 11119 cases and 13648 controls from 52 countries (the INTERHEART study): case-control study. Lancet 2004;364:953-62. (Pubitemid 39208456)
10. Frasure-Smith N, Lesperance F, Talajic M. The impact of negative emotions on prognosis following myocardial infarction: is it more than depression? Health Psychol 1995;14:388-98.
11. Carney RM, Freedland KE, Jaffe AS, Frasure-Smith N, Lesperance F, Sheps DS, Glassman AH, O'Connor CM, Blumenthal JA, Kaufmann PG, Czajkowski SM. Depression as a risk factor for post-MI mortality. J Am Coll Cardiol 2004;44:472; author reply 473-4.
12. Williams JE, Paton CC, Siegler IC, Eigenbrodt ML, Nieto FJ, Tyroler HA. Anger proneness predicts coronary heart disease risk: prospective analysis from the Atherosclerosis Risk in Communities (ARIC) Study. Circulation 2000;101:2034-9. (Pubitemid 30233165)
13. Eaker ED, Sullivan LM, Kelly-Hayes M, D'Agostino RB Sr, Benjamin EJ. Anger and hostility predict the development of atrial fibrillation in men in the Framingham Offspring Study. Circulation 2004;109:1267-71. (Pubitemid 38372785)
14. Lett HS, Blumenthal JA, Babyak MA, Strauman TJ, Robins C, Sherwood A. Social support and coronary heart disease: epidemiologic evidence and implications for treatment. Psychosom Med 2005;67:869-78. (Pubitemid 43740100)
15. Luttik ML, Jaarsma T, Moser D, Sanderman R, van Veldhuisen DJ. The importance and impact of social support on outcomes in patients with heart failure: an overview of the literature. J Cardiovasc Nurs 2005;20:162-9.
16. Berkman LF, Blumenthal J, Burg M, Carney RM, Catellier D, Cowan MJ, Czajkowski SM, DeBusk R, Hosking J, Jaffe A, Kaufmann PG, Mitchell P, Norman J, Powell LH, Raczynski JM, Schneiderman N. Effects of treating depression and low perceived social support on clinical events after myocardial infarction: the Enhancing Recovery in Coronary Heart Disease Patients (ENRICHD) Randomized Trial. JAMA 2003;289:3106-16. (Pubitemid 37432886)
17. Barth J, Schneider S, von Kanel R. Lack of social support in the etiology and the prognosis of coronary heart disease: a systematic review and meta-analysis. Psychosom Med 2010;72:229-38.
18. Suls J, Bunde J. Anger, anxiety, and depression as risk factors for cardiovascular disease: the problems and implications of overlapping affective dispositions. Psychol Bull 2005;131:260-300. (Pubitemid 40344547)
19. Lett HS, Blumenthal JA, Babyak MA, Catellier DJ, Carney RM, Berkman LF, Burg MM, Mitchell P, Jaffe AS, Schneiderman N. Social support and prognosis in patients at increased psychosocial risk recovering from myocardial infarction. Health Psychol 2007;26:418-27. (Pubitemid 47444999)
20. Rutledge T, Linke SE, Krantz DS, Johnson BD, Bittner V, Eastwood JA, Eteiba W, Pepine CJ, Vaccarino V, Francis J, Vido DA, Merz CN. Comorbid depression and anxiety symptoms as predictors of cardiovascular events: results from the NHLBI-sponsored Women's Ischemia Syndrome Evaluation (WISE) study. Psychosom Med 2009;71:958-64.
21. Frasure-Smith N, Lesperance F. Depression and other psychological risks following myocardial infarction. Arch Gen Psychiatry 2003;60:627-36. (Pubitemid 36682320)
22. Boyle SH, Michalek JE, Suarez EC. Covariation of psychological attributes and incident coronary heart disease in U.S. Air Force veterans of the Vietnam War. Psychosom Med 2006;68:844-50. (Pubitemid 44808708)
23. Martens EJ, Smith OR, Denollet J. Psychological symptom clusters, psychiatric comorbidity and poor self-reported health status following myocardial infarction. Ann Behav Med 2007;34:87-94. (Pubitemid 47481228)
24. Rutledge T, Reis SE, Olson M, Owens J, Kelsey SF, Pepine CJ, Reichek N, Rogers WJ, Merz CN, Sopko G, Cornell CE, Matthews KA. Psychosocial variables are associated with atherosclerosis risk factors among women with chest pain: the WISE study. Psychosom Med 2001;63:282-8. (Pubitemid 32249953)
25. Rutledge T, Reis SE, Olson M, Owens J, Kelsey SF, Pepine CJ, Reichek N, Rogers WJ, Merz CN, Sopko G, Cornell CE, Sharaf B, Matthews KA. History of anxiety disorders is associated with a decreased likelihood of angiographic coronary artery disease in women with chest pain: the WISE study. J Am Coll Cardiol 2001;37:780-5. (Pubitemid 32202445)
26. Rutledge T, Vaccarino V, Johnson BD, Bittner V, Olson MB, Linke SE, Cornell CE, Eteiba W, Sheps DS, Francis J, Krantz DS, Bairey Merz CN, Parashar S, Handberg E, Vido DA, Shaw LJ. Depression and cardiovascular health care costs among women with suspected myocardial ischemia: prospective results from the WISE (Women's Ischemia Syndrome Evaluation) study. J Am Coll Cardiol 2009;53:176-83.
27. Vaccarino V, McClure C, Johnson BD, Sheps DS, Bittner V, Rutledge T, Shaw LJ, Sopko G, Olson MB, Krantz DS, Parashar S, Marroquin OC, Merz CN. Depression, the metabolic syndrome and cardiovascular risk. Psychosom Med 2008;70:40-8.
28. Krantz DS, Olson MB, Francis JL, Phankao C, Bairey Merz CN, Sopko G, Vido DA, Shaw LJ, Sheps DS, Pepine CJ, Matthews KA. Anger, hostility, and cardiac symptoms in women with suspected coronary artery disease: the Women's Ischemia Syndrome Evaluation (WISE) study. J Womens Health (Larchmt) 2006;15:1214-23. (Pubitemid 46157493)
29. Rutledge T, Reis SE, Olson M, Owens J, Kelsey SF, Pepine CJ, Mankad S, Rogers WJ, Bairey Merz CN, Sopko G, Cornell CE, Sharaf B, Matthews KA. Social networks are associated with lower mortality rates among women with suspected coronary disease: the National Heart, Lung, and Blood Institute-Sponsored Women's Ischemia Syndrome Evaluation study. Psychosom Med 2004;66:882-8. (Pubitemid 39552872)
30. Connolly VM, Kesson CM. Socioeconomic status and clustering of cardiovascular disease risk factors in diabetic patients. Diabetes Care 1996;19:419-22. (Pubitemid 26143743)
31. Beck AT, Ward C, Mendelson M. Beck Depression Inventory (BDI). Arch Gen Psychiatry 1961;4:561-71.
32. Spielberger CD, Gorsuch RC, Lushene RE. Manual for the State-Trait Anxiety Inventory. Palo Alto, CA: Consulting Psychologists Press; 1970.
33. Cook W, Medley D. Proposed hostility and pharisiac-virture scales for the MMPI. J Appl Physiol 1954;38:414-8.
34. Barefoot JC, Dodge KA, Peterson BL, Dahlstrom WG, Williams RB Jr. The Cook-Medley hostility scale: item content and ability to predict survival. Psychosom Med 1989;51:46-57. (Pubitemid 19056762)
35. Cohen S, Mermelstein R, Kamarck T, Hoberman H. Measuring the functional components of social support. In Sarason IG, Sarason BR, editors. New York, NY: Springer-Verlag New York, LLC. Social Support: Theory, Research and Application. 1985:73-94.
36. Schmidt N, Telch M. The role of fear of fear and safety information in moderating the effects of voluntary hyperventilation. Behav Ther 1994;25:197-208. (Pubitemid 24187560)
37. Mandler G, Mandler JM, Uviller ET. Autonomic feedback: the perception of autonomic activity. J Abnorm Psychol 1958;56:367-73.
38. Grundy SM, Cleeman JI, Daniels SR, Donato KA, Eckel RH, Franklin BA, Gordon DJ, Krauss RM, Savage PJ, Smith SC Jr, Spertus JA, Costa F. Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute Scientific Statement. Circulation 2005;112:2735-52. (Pubitemid 41532612)
39. Hayton JC, Allen DG, Scarpello V. Factor retention decisions in exploratory factor analysis: a tutorial on parallel analysis. Organ Res Methods 2004;7:191-205. (Pubitemid 38597597)
40. Costello AB, Osborne JW. Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis. Pract Assess Res Eval 2005;10. Available at: http://pareonline.net/getvn.asp?v=10&n=7.
41. Hsieh FY, Lavori PW. Sample-size calculations for the Cox proportional hazards regression model with nonbinary covariates. Control Clin Trials 2000;21:552-60. (Pubitemid 32056218)
42. Crawford JR, Henry JD. The Positive and Negative Affect Schedule (PANAS): construct validity, measurement properties and normative data in a large non-clinical sample. Br J Clin Psychol 2004;43:245-65. (Pubitemid 39341496)