Carotid and femoral arterial wall changes and the prevalence of clinical cardiovascular disease

Size: px
Start display at page:

Download "Carotid and femoral arterial wall changes and the prevalence of clinical cardiovascular disease"

Transcription

1 Carotid ad femoral arterial wall chages ad the prevalece of cliical cardiovascular disease Maura Griffi Vascular Noivasive Screeig ad Diagostic Cetre, Adrew Nicolaides The Cyprus Istitute of Neurology ad Geetics; Departmet of Biological Scieces, Uiversity of Cyprus; Departmet of Vascular Surgery, Imperial College; Vascular Screeig ad Diagostic Cetre, Cyprus, Theodosis Tyllis The Cyprus Istitute of Neurology ad Geetics; Vascular Screeig ad Diagostic Cetre, Cyprus, Niki Georgiou The Cyprus Istitute of Neurology ad Geetics; Vascular Screeig ad Diagostic Cetre, Cyprus, Richard M Marti MRC Cetre for Causal Aalysis i Traslatioal Epidemiology, Departmet of Social Medicie, Uiversity of Bristol, Daw Bod Vascular Noivasive Screeig ad Diagostic Cetre, Adrie Paayiotou Departmet of Biological Scieces, Uiversity of Cyprus, Chrysa Tziakouri Departmet of Radiology, Nicosia Geeral Hospital, Carolie J Doré MRC Cliical Trials Uit ad Charris Fessas The Cyprus Heart Foudatio Abstract: The Cyprus Study is a prospective cohort study of cardiovascular disease (CVD). Its aim is to determie the relatioship of itima media thickess (IMT) of the commo carotid (IMTcc), maximum thickess of IMT i the carotid bifurcatio (IMTmax), umber of carotid ad femoral bifurcatios with plaque ad total plaque thickess (TPT) (sum of the maximum plaque measuremets take from the four bifurcatios scaed) with the prevalece of cliical CVD. A total of 767 idividuals (46% male) over the age of 40 years were recruited from a moutai village ad a tow outside the capital Nicosia. I additio to cliical examiatio, carotid ad commo femoral bifurcatios were scaed with ultrasoud. After cotrollig for covetioal risk factors, there was little evidece of a associatio of IMTcc with CVD prevalece. However, IMTmax ad TPT were associated with 2.9-fold (1.22 to 7.07) ad 6.87-fold (2.42 to 19.43) icreased odds of CVD prevalece, respectively. I coclusio, the TPT ad umber of bifurcatios with plaque are more strogly associated with the prevalece of CVD. These fidigs warrat ivestigatio i prospective studies to documet associatios with icidet CVD evets. Keywords: arterial wall, atherosclerosis, ultrasoic imagig Itroductio Carotid itima media thickess (IMT) 1 3 ad the presece ad umber of carotid plaques 4 7 are surrogate markers of atherosclerosis. They have bee associated with the extet ad severity of coroary atherosclerosis 8,9 ad future episodes of myocardial ifarctio ad stroke. 1 4,6,7 Measuremets of IMT vary. Some authors obtai IMT measuremets i the distal commo carotid artery (IMTcc) where plaques rarely occur. 2,4,7 Others measure IMT at several sites of the carotid bifurcatio (IMTbif), icludig both the carotid bulb ad the iteral carotid artery, 1,3,8 obtaiig the mea 1,8 or maximum 3 thickess at these sites. These IMTbif measuremets iclude the thickess Correspodig author: MB Griffi, Vascular Screeig ad Diagostic Cetre, 28 Weymouth Street, Lodo W1G 7BZ, Uited Kigdom. maurabgriffi@googl .com of plaques wheever plaques were preset. IMTcc ad IMTbif have bee associated with differet risk factors ad prevalece of cardiovascular disease (CVD). 5 Irrespective of IMT measuremets, the presece ad umber of plaques, however small, are thought to be good predictors of future cardiovascular evets 5 ad strokes. 6 More recetly, other ultrasoud markers of atherosclerotic CVD have bee idetified: the combiatio of the maximum IMTcc with the maximum IMT i the iteral carotid artery provides a better predictio of the risk for stroke tha IMTcc o its ow; 7 carotid plaque area ad plaque volume have bee show to be associated with icreased cardiovascular risk; ad the presece of femoral plaques is thought to be a marker of coroary artery disease. 13,14 Subcliical CVD is a importat predictor of subsequet coroary heart disease ad stroke eve after cotrollig for covetioal risk factors, suggestig that better use of subcliical measuremets The Author(s), Reprits ad permissios: / X

2 228 M Griffi et al. (such as ultrasoic arterial wall measuremets) could improve our ability to stratify patiets ito those at icreased risk of CVD. 15 Studies comparig the associatio betwee differet ultrasoic measuremets ad cardiovascular disease 5,6 suggest that the presece of plaques whose thickess is ofte icluded i IMT measuremets may be a better predictor of cardiovascular evets tha IMTcc, which was foud to add little to the predictive power of covetioal easily obtaiable risk factors. 16 The aim of the preset study was to determie the relatioship of IMTcc, maximum carotid IMTbif (IMTmax), the presece of carotid ad commo femoral plaques, the umber of bifurcatios with plaque ad the size of plaques i both carotid ad commo femoral bifurcatios (total plaque thickess, TPT) with the prevalece of CVD i a ogoig cross-sectioal populatio-based study. Methods The Cyprus Study is a prospective cohort study of cardiovascular disease i 2000 idividuals aged 40 years or more. Part I cosists of a pilot study of 500 idividuals; part II is curretly i progress ad aims to exted this to 2000 idividuals; ad part III will provide a miimum of 5 years of follow-up. The material preseted i this paper is based o the first 767 idividuals recruited. Baselie data have bee collected from Pedoulas, a village i the Troodos Moutais of Cyprus ( = 271), their relatives who live i ay oe of the mai tows ( = 250) ad from a sectio of Nissou, a village i the Mesaoria plai 10 km south of the capital, Nicosia ( = 246). These sites were radomly selected by havig a blidfolded perso throw darts at a map of Cyprus. All ihabitats were idetified through the populatio list held at the Mayor s office ad all those over the age of 40 years were ivited to participate. This was doe by settig up a ope public meetig as arraged through the district s Mayor ad Local Coucil Committee ad the local Greek Orthodox Priest. The reasos for the study ad the eed for the audiece s participatio were carefully explaied, with a ope questio-ad-aswer debate at the ed. The whole team ivolved i the study were preset ad the evet was kept as iformal as possible. As a result the overall participatio rate of those ivited was 95%. The Ethics Committee of the Cyprus Istitute of Neurology ad Geetics approved the study. All participats provided writte iformed coset. A full medical history was take ad a physical examiatio was made with emphasis o covetioal cardiovascular risk factors ad cardiovascular symptoms icludig agia, myocardial ifarctio, ischemic hemispheric eurological evets ad itermittet claudicatio. All past ad curret medicatios were recorded as well as height ad weight measuremets ad a sittig blood pressure, measured three times with the first measuremet beig discarded. A restig 12-lead ECG was obtaied. A fastig (8 12 hours) blood sample was obtaied for serum total cholesterol, LDL cholesterol, HDL cholesterol, triglycerides ad glucose estimatios. Diabetes was cosidered preset if participats were takig oral hypoglycemic agets, isuli or had a fastig blood sugar i excess of 7.0 mmol/l. The diagosis of agia was based o the history take ad o cofirmatory hospital ivestigatios, icludig ECG or thallium stress test; that of myocardial ifarctio was based o history ad o hospital documetatio, icludig iformatio o coroary artery itervetio (agioplasty or coroary artery bypass). ECGs were reported cetrally by a cardiologist (CF) ad a vascular iterist (TT). Myocardial ischemia was diagosed i the presece of ST-segmet depressio or symmetrical T-wave iversio. ST-segmet depressio was cosidered preset if it was horizotal or dow-slopig ad at least 0.05 mv. Iverted T-wave was cosidered preset if it was isoelectric, egative or biphasic i leads V3 V6, avl (if R > 0.5 mv), I ad II. At least a 0.1 mv T-wave iversio was required i leads V2 ad avf (positive QRS also required). A old myocardial ifarct was diagosed i the presece of a pathological Q-wave: amplitude greater tha 0.1 mv with Q/R ratio greater tha 0.33 ad duratio greater tha 0.04 s or whe QS patters were preset i precordial leads. The diagosis of ischemic stroke, trasiet ischemic attack (TIA) or trasiet moocular blidess was based o the patiet s history, hospital records, ad reports from eurologists who saw the patiet at the time of the evet. Itermittet claudicatio was diagosed from the history of recurret pai o walkig at a fixed distace i the presece of weak or abset pulses ad a akle/brachial blood pressure idex less tha 0.9. All scas were performed usig a Philips (ATL) HDI 5000 duplex scaer (Seattle, WA, USA). A broadbad width liear array trasducer MHz was used. Techical ultrasoud parameters were preset, so that the settigs 2-D map (map 1), post-processig curve (liear), dyamic rage (170 db), persistece (low) ad frame rate (high) remaied costat. Each carotid bifurcatio was examied trasversely first, ad the logitudially to esure optimal demostratio of the itima media complex of both the ear ad far walls of the commo carotid artery cm proximal to the carotid bulb. All participats were examied i the supie positio with the eck slightly exteded. The IMT complex

3 Arterial wall chages ad cardiovascular disease 229 of the far wall of the artery was measured at its thickest part (mea of three readigs). The mea of the measuremets from both carotid arteries was used i the aalysis (IMTcc). A arterial bifurcatio (iteral carotid or commo femoral bifurcatio) was classified as beig affected by plaque if there was a focal thickeig of greater tha 1.2 mm that did ot uiformly ivolve the whole arterial wall. 5 Careful trasverse ad logitudial scaig with the use of colour flow allowed better appreciatio of the geometry ad borders of the plaque, thereby allowig a more accurate assessmet ad measuremet of plaque thickess. The maximum plaque thickess (IMTmax) i both logitudial ad trasverse sectios was measured. I the absece of plaques the IMTcc measuremet was used. The mea of the measuremets from both carotid arteries was used i the aalysis. Both the commo femoral artery bifurcatios were also examied ad if plaques were preset the maximum plaque thickess, as assessed o both logitudial ad trasverse sectios, was measured. The TPT was defied as the sum of the maximum plaque measuremets made i each of the four bifurcatios scaed. The whole examiatio was recorded o VHS videotape ad images with the measuremets were also stored o mageto-optical discs (230 MB rewritable). Reproducibility Two ultrasoographers repeated measuremets i 35 participats. The iter-observer mea differece betwee repeat measuremets of IMTcc were 0.03 mm, the withi-subject stadard deviatio was 0.12 mm ad the itra-class correlatio coefficiet was For IMTmax, which icluded plaque thickess, the correspodig values were 0.02 cm, 0.26 cm ad Data aalysis The distributios of IMTcc, IMTmax ad TPT were divided ito quartiles. The associatios betwee these ultrasoic measuremets ad prevalet cardiovascular disease were ivestigated by calculatig the odds ratio for CVD comparig each of the 2d, 3rd ad 4th quartiles with the 1st quartile (lowest values). Aalyses were udertake both without (crude model) ad with adjustmet for covetioal risk factors. Associatios betwee the umber of carotid ad femoral bifurcatios with plaque (i total ad separately for the carotid ad femoral arteries) ad cardiovascular disease were ivestigated by computig crude ad multivariable adjusted (for covetioal risk factors) odds ratios. The cut-off poit for TPT (cotiuous variable with the highest adjusted odds ratios) with the highest combied sesitivity ad specificity was idetified from the receiver operator characteristics (ROC) curve. Its diagostic ability for the presece of CVD i the populatio was determied i terms of sesitivity, specificity, positive ad egative predictive values ad the likelihood ratio for a positive test result. Statistical aalyses were computed usig SPSS software versio 10.0 (SPSS Ic.). Results Of the 767 idividuals studied, 113 (14.7%) had cliical evidece of CVD. This was primarily because of a documeted myocardial ifarctio with hospital admissio ad/or presece of ifarct o ECG i 58, presece of agia ad/or myocardial ischemia o ECG i 43, ischemic hemispheric eurological evets i ie (five strokes, four TIAs) ad lower limb ischemia i three. IMTcc was ormally distributed, but IMTmax ad TPT were positively skewed. The umber of bifurcatios with plaque was zero i 214, oe i 145, two i 174, three i 96 ad four i 138 of the 767 idividuals studied. The baselie characteristics of the populatio studied are show i Table 1. Table 1 Overall baselie characteristics of the populatio ( = 767) 5.75 ± 1.06 Age, years, mea ± SD a 60.5 ± 10.2 Male sex 46.1% Body mass idex, kg/m 2, mea ± SD a 28 ± 4.5 Ever smokers 39% Curret smokers 19% Pack-years (iqr) b 0 (0, 15.6) Systolic BP, mmhg ± 16.9 Diastolic BP, mmhg 84.0 ± 9.6 Atihypertesive therapy 37.5% Total cholesterol, mmol/l, mea ±SD a HDL cholesterol ± SD a 1.30 ± 0.32 Cholesterol-lowerig therapy 18.9% Triglycerides, mmol/l, mea ± SD a 1.70 ± 0.89 Diabetes mellitus preset 13% IMTcc, mm, mea ± SD a ± IMTmax, mm, media (iqr) b (0.07, 0.20) Vessel bifurcatios with plaques Noe 214 (27.9%) Oe 145 (18.9%) Two 174 (22.7%) Three 96 (12.5%) All four 138 (18.0%) TPT, cm, media (iqr) (0, 0.64) HDL, high-desity lipoprotei; IMT, itima media thickess; TPT, total plaque thickess; iqr, iterquartile rage. a Mea ad stadard deviatio (SD) is used for ormally distributed values. b Media ad iterquartile rage (iqr) is used for oormally distributed values.

4 230 M Griffi et al. Table 2 Associatio betwee ultrasoic measuremets ad cardiovascular disease (CVD) Ultrasoic measuremets Rage of measuremets Subjects studied CVD preset (%) Adjusted odds ratio a IMTcc (mm) Quartiles 1 st (5.4%) d (10.7%) 2.09 (0.98 to 4.46) 1.21 (0.52 to 2.77) 3 rd (19.1%) 4.10 (1.93 to 8.73) 1.27 (0.53 to 3.00) 4 th (25.4%) 5.92 (2.89 to 12.13) 1.27 (0.54 to 2.98) IMTmax (mm) Quartiles 1 st (3.5%) d (9.9%) 3.00 (1.25 to 7.19) 1.63 (0.64 to 4.14) 3 rd (14.5%) 4.65 (2.06 to 10.50) 1.85 (0.76 to 4.49) 4 th (32.3%) (6.06 to 28.13) 2.94 (1.22 to 7.07) Total plaque thickess (cm) Quartiles 1 st No plaques (2.3%) d (5.3%) 2.37 (0.78 to 0.20) 1.51 (0.48 to 4.76) 3 rd (13.4%) 6.59 (2.48 to 17.54) 2.93 (1.04 to 8.25) 4 th (39.2%) (10.81 to 70.05) 6.87 (2.42 to 19.43) a Adjusted for age, sex, pack-years, systolic blood pressure, total cholesterol, diabetes; also, admiistratio of cholesterol-lowerig therapy ad atihypertesive therapy. Odds ratios for the associatio of each ultrasoic measuremet (quartiles of IMTcc, IMTmax ad TPT) with cardiovascular disease are show i Table 2. IMTmax ad TPT have a stroger associatio with the presece of cliical cardiovascular disease tha IMTcc. After adjustig for age, sex, pack years, systolic blood pressure (SBP), total cholesterol, lipid-lowerig therapy, ad atihypertesive therapy oly the 4th quartile of IMTmax ad the 3rd ad 4th quartile of TPT were sigificat; IMT was o loger sigificat. Odds ratios for the associatio betwee the total umber of bifurcatios (carotid ad femoral) with plaque, umber of carotid bifurcatios ad umber of commo femoral bifurcatios with cardiovascular disease are show i Table 3. The presece of two carotid plaques or eve oe femoral plaque was associated with a icreased prevalece of CVD (29.1% ad 15.9%, respectively) (OR 2.21 ad 2.68, respectively). However, whe both carotid ad femoral vessels were combied the presece of plaques i three vessels was associated with a markedly icreased Table 3 Associatio betwee carotid bifurcatio plaques, femoral bifurcatio plaques, umber of bifurcatios with plaque ad cardiovascular disease (CVD) Carotid plaques Subjects studied CVD preset (%) femoral plaques femoral plaques ad risk factors a (4.8%) (11.2%) 2.49 (1.26 to 4.92) 1.86 (0.92 to 3.77) 1.37 (0.65 to 2.89) (29.1%) 8.08 (4.51 to 14.48) 4.35 (2.35 to 8.07) 2.21 (1.12 to 4.33) Femoral plaques Subjects studied CVD preset (%) carotid plaques carotid plaques ad risk factors a (4.1%) (15.9%) 4.46 (2.30 to 8.67) 3.75 (1.90 to 7.39) 2.68 (1.31 to 5.50) (32.9%) (6.52 to 20.53) 7.37 (4.05 to 13.39) 3.70 (1.87 to 7.32) Bifurcatios with plaques Subjects studied CVD preset (%) risk factors a (2.3%) (6.9%) 3.10 (1.04 to 9.26) 2.51 (0.70 to 8.86) (9.2%) 4.23 (1.52 to 11.80) 2.53 (0.79 to 8.11) (25.0%) (5.12 to 37.88) 6.48 (2.03 to 20.74) (42.0%) (12.02 to 80.36) 9.07 (2.84 to 28.94) a Adjusted for age, sex, pack-years, systolic blood pressure, total cholesterol, diabetes; also admiistratio of cholesterol-lowerig therapy ad atihypertesive therapy.

5 Arterial wall chages ad cardiovascular disease 231 Table 4 Associatio of total plaque thickess (TPT) greater tha 0.52 cm (value with highest sesitivity 75.2% ad specificity 75.2% i ROC curve) with prevalece of cardiovascular disease: TPT > 0.52 cm idetifies 247 (32%) of the populatio that cotais 85/113 (75%) of the evets TPTcm Nodisease Disease < (94.6%) 28 (5.4%) 520 > (65.6%) 85 (34.4%) 247 Total 654 (85.3%) 113 (14.7%) 767 OR 9.20 (95% CI 5.79 to 14.61) PPV 34.4%; NPV 94.6%; LR 3.03 TPT, total plaque thickess; OR, odds ratio; PPV, positive predictive value; NPV, egative predictive value; LR, likelihood ratio. prevalece of CVD (29%) (OR 6.48). The presece of plaque i four vessels was associated with a eve higher prevalece of CVD (42.0%) (OR 9.07). A cut-off poit of total plaque thickess greater tha 0.52 cm (maximum combied sesitivity (75.2%) ad specificity (75.2%) determied from the ROC curve) idetified 247 (32%) of the populatio that cotaied 85 (75%) of the 113 idividuals with cliical cardiovascular disease (Table 4). The positive predictive value was 34.4%, egative predictive value 94.6% ad the likelihood ratio of a positive test result Subgroup aalysis has produced similar results for me ad wome. I me, the prevalece of CVD was 7.1% i the presece of TPT < 0.52 cm ad 38.2% i the presece of TPT 0.52 cm (OR 8.11; 95% CI 4.27 to 15.42). I wome, the prevalece of CVD was 4.5% i the presece of TPT < 0.52 cm ad 25.7% i the presece of TPT 0.52 cm (OR 7.37; 95% CI 3.53 to 15.37). Discussio I the populatio-based study of 767 idividuals preseted i this paper, the presece of plaque at three or four bifurcatios (idicatig the presece of both carotid ad femoral atherosclerosis) ad TPT (the sum of the thickest plaque preset i each of the four vessel bifurcatios scaed) appear to have a stroger associatio with the prevalece of cardiovascular disease tha IMTcc or IMTmax measuremets (Table 2). It has already bee demostrated by aother study that the sum of the maximum plaque thickess i both carotid bifurcatios has a sigificat correlatio with the left mai coroary artery atheroma, as assessed by itravascular ultrasoud. 9 I our study, the presece of plaques i the commo femoral artery is aother factor associated with cardiovascular disease (Table 3). As far as we kow, this is the first time that associatios betwee cardiovascular disease prevalece ad differet ultrasoic measuremets that iclude IMTcc, IMTmax, presece of plaque at the commo femoral bifurcatio, umber of vessels with plaque, ad total plaque thickess have bee compared i a sigle populatio study. The value of IMT as a surrogate ed-poit i epidemiological studies o atherosclerosis ad coroary artery disease is well established. Icreased IMT is associated with the presece ad extet of coroary artery disease, 1 9,13 ad progressio of IMT is associated with future coroary evets. 17 However, there is cotroversy about whether IMT measuremet is a better predictor of future myocardial ifarctio or stroke tha covetioal risk factors such as age, sex, hypertesio, hyperlipidemia, diabetes ad smokig, which ca be easily obtaied. The Natioal Cholesterol Educatio Program (NCEP) (Adult Treatmet Pael III) third report has stated that carotid IMT could be used as a adjuct i coroary heart disease (CHD) risk assessmet, thereby improvig the idetificatio of idividuals at high risk tha that revealed by major risk factors aloe. 18 Others have idicated that a sigle measuremet of IMT is of the same importace as commoly used risk factors i the predictio of coroary heart disease ad cardiovascular disease ad does ot add substatially whe used as a screeig tool to discrimiate subjects with high or low risk of coroary heart disease ad cardiovascular disease. 16 As idicated i the itroductio, the methodology of ultrasoic measuremets varies from measuremets of IMT of the commo carotid (IMTcc), 2,4,7 the thickest part of several measuremets of the carotid bifurcatio that by its ature icludes plaque thickess, 3 the mea of six sites i the carotid bifurcatio, 1,8 measuremet of the umber of plaques irrespective of their size 6,7,9 to measuremet of plaque area We have already demostrated i a earlier study that the presece of plaque has a stroger associatio with the prevalece of CVD tha IMTcc. 5 This is ot surprisig because IMTcc ad plaque size are quatitative traits with differet biological determiats: cardiovascular risk factors 19,20 ad gee polymorphisms such as TNFRSF1A R92Q ad PPARG P12A. 21 The results preseted i this paper should be iterpreted with cautio because they are derived from a cross-sectioal study; the predictive ability of these measures will be tested prospectively i the log-term follow-up of our study. Also, may of the patiets, as idicated i Table 1, are o atihypertesive, cholesterol-lowerig therapy ad atidiabetic drugs that have a potet ifluece o both carotid atherosclerosis ad the occurrece of cardiovascular evets. Thus, the effect of the classical risk factors o the developmet of cliical CVD may be uderestimated as compared to the ultrasoic measuremets. However, whe we adjusted for

6 232 M Griffi et al. atihypertesive ad cholesterol-lowerig therapy we foud that IMTmax, the presece of commo carotid ad femoral plaques, the total umber of bifurcatios with plaque preset ad total plaque thickess were still strogly associated with the presece of cliical CVD (Tables 2 ad 3). The fidigs of this study suggest that the presece, umber ad size of plaques have a stroger associatio with cliical cardiovascular disease tha ay IMT measuremets ad warrat further ivestigatio i large prospective studies to determie whether they are associated with the future developmet of cliical evets. Substatiatio of these fidigs ad their potetial associatio with future cardiovascular evets may provide a meas of better progostic idetifiers of idividuals at high risk tha the curretly used covetioal risk factors. Coflict of iterest disclosures Noe. Ackowledgemets This work was supported i part by a grat (41/50ΠE-2002) from the Cyprus Research Promotio Foudatio, PO Box 23422, 1683 Nicosia, Cyprus ad a grat from the Miistry of Health, Govermet of Cyprus, 10 Markou Drakou, 1040 Nicosia, Cyprus. We are also grateful to Lucas Tsagarides Trust for providig the research premises i the village of Pedoulas. Refereces 1 Chambless LE, Heiss G, Folsom AR, et al. Associatio of coroary heart disease icidece with carotid arterial wall thickess ad major risk factors: the Atherosclerosis Risk i Commuities (ARIC) Study, Am J Epidemiol 1997; 146: Bots ML, Hoes AW, Koudstaal PJ, Hofma A, Grobbee DE. Commo carotid itima media thickess ad risk of stroke ad myocardial ifarctio: the Rotterdam Study. Circulatio 1997; 96: O Leary DH, Polak JF, Kromal RA, Maolio TA, Burke GL, Wolfso Jr SK. Carotid-artery itima ad media thickess as a risk factor for myocardial ifarctio ad stroke i older adults. Cardiovascular Health Study Collaborative Research Group. N Egl J Med 1999; 340: Saloe JT, Saloe R. Ultrasoographically assessed carotid morphology ad the risk of coroary heart disease. Arterioscler Thromb 1991; 11: Ebrahim S, Papacosta O, Whicup P, et al. Carotid plaque, itima media thickess, cardiovascular risk factors, ad prevalet cardiovascular disease i me ad wome: the British Regioal Heart Study. Stroke 1999; 30: Hollader M, Bots ML, Iglesias del Sol A, et al. Carotid plaques icrease the risk of stroke ad subtypes of cerebral ifarctio i asymptomatic elderly. The Rotterdam Study. Circulatio 2002; 105: Kitamura A, Iso H, Imao H, et al. Carotid itima media thickess ad plaque characteristics as a risk factor for stroke i Japaese elderly me. Stroke 2004; 35: Kablak-Ziembicka A, Tracz W, Przewlocki T, Pieiazek P, Sokolowski A, Koieczyska M. Associatio of icreased carotid itima media thickess with the extet of coroary artery disease. Heart 2004; 90: Ogata T, Yasaka M, Yamagishi M, Seguchi O, Nagatsuka K, Miematsu K. Atherosclerosis foud o carotid ultrasoography is associated with atherosclerosis o coroary itravascular ultrasoography. J Ultrasoud Med 2005; 24: Spece JD, Eliasziw M, DiCicco M, Hackam DG, Galil R, Lohma T. A tool for targetig ad evaluatig vascular prevetive therapy. Stroke 2002; 33: Spece JD. Techology isight: ultrasoud measuremet of carotid plaque patiet maagemet, geetic research ad therapy evaluatio. Nat Cli Pract Neurol 2006; 2: Brook RD, Bard RL, Patel S, et al. A egative carotid plaque area test is superior to other oivasive atherosclerosis studies for reducig the likelihood of havig uderlyig sigificat coroary artery disease. Arterioscler Thromb Vasc Biol 2006; 26: Khoury Z, Schwartz R, Gottlieb S, Chezbrau A, Ster S, Kere A. Relatio of coroary artery disease to atherosclerotic disease i the aorta, carotid, ad femoral arteries evaluated by ultrasoud. Am J Cardiol 1997; 80: Schmidt C, Fagerberg B, Hulthe J. No-steotic echolucet ultrasoud-assessed femoral artery plaques are predictive for future cardiovascular evets i middle-aged me. Atherosclerosis 2005; 181: Kuller LH, Arold AM, Psaty BM, Robbis JA, O Leary DH, Tracy RP. 10-year follow-up of subcliical cardiovascular disease ad risk of coroary heart disease i the Cardiovascular Health Study. Arch Iter Med 2006; 166: Iglesias del Sol A, Moos KGM, Hollader M, et al. Is carotid itima media thickess useful i cardiovascular disease risk assessmet? The Rotterdam Study. Stroke 2001; 32: Hodis HN, Mack WJ, LaBree L, Selzer RH, Liu CH, Aze SP. The role of carotid arterial itima media thickess i predictig cliical coroary evets. A Iter Med 1998; 128: Third Report of the Natioal Cholesterol Educatio Program (NCEP) Expert Pael o Detectio, Evaluatio, ad Treatmet of High Blood Cholesterol i Adults (Adult Treatmet Pael III) fial report. Circulatio 2002; 106: Al-Shali K, House AA, Haley AJG, et al. Differeces betwee carotid wall morphological pheotypes measured by ultrasoud i oe, two ad three dimesios. Atherosclerosis 2005; 178: Spece JD, Hegele RA. Noivasive pheotypes of atherosclerosis: similar widows but differet views. Stroke 2004; 35: Pollex RL, Hegele R. Geetic determiats of carotid ultrasoud traits. Curr Atheroscler Rep 2006; 8:

Measurement Variability in Duplex Scan Assessment of Carotid Atherosclerosis

Measurement Variability in Duplex Scan Assessment of Carotid Atherosclerosis Measuremet Variability i Duplex Sca Assessmet of Carotid Atherosclerosis Kim Sutto-Tyrrell, DrPH; Sidey K. Wolfso Jr., MD; Tria Thompso, BSN, RVT; ad Sheryl F. Kelsey, PhD Backgroud ad Purpose: The reproducibility

More information

Caribbean Examinations Council Secondary Education Certificate School Based Assessment Additional Math Project

Caribbean Examinations Council Secondary Education Certificate School Based Assessment Additional Math Project Caribbea Examiatios Coucil Secodary Educatio Certificate School Based Assessmet Additioal Math Project Does good physical health ad fitess, as idicated by Body Mass Idex, affect the academic performace

More information

The Prevalence of Coronary Artery Calcium Among Diabetic Individuals Without Known Coronary Artery Disease

The Prevalence of Coronary Artery Calcium Among Diabetic Individuals Without Known Coronary Artery Disease Joural of the America College of Cardiology Vol. 41, No. 6, 2003 2003 by the America College of Cardiology Foudatio ISSN 0735-1097/03/$30.00 Published by Elsevier Sciece Ic. doi:10.1016/s0735-1097(02)02975-3

More information

Hypertension in patients with diabetes is a well recognized

Hypertension in patients with diabetes is a well recognized Cotrol of Hypertesio amog Type II Diabetics Kawther El-Shafie, Sayed Rizvi Abstract Objectives: Numerous studies have cofirmed the high prevalece of hypertesio amog type 2 diabetics, ad that itesive hypertesive

More information

Chapter - 8 BLOOD PRESSURE CONTROL AND DYSLIPIDAEMIA IN PATIENTS ON DIALYSIS

Chapter - 8 BLOOD PRESSURE CONTROL AND DYSLIPIDAEMIA IN PATIENTS ON DIALYSIS Chapter - BLOOD PRESSURE CONTROL AND DYSLIPIDAEMIA IN PATIENTS ON DIALYSIS S. Prasad Meo Hooi Lai Seog Lee Wa Ti Suita Bavaada ST REPORT OF THE MALAYSIAN DIALYSIS AND TRANSPLANT REGISTRY SECTION.: BLOOD

More information

The relationship between hypercholesterolemia as a risk factor for stroke and blood viscosity measured using Digital Microcapillary

The relationship between hypercholesterolemia as a risk factor for stroke and blood viscosity measured using Digital Microcapillary Joural of Physics: Coferece Series PAPER OPEN ACCESS The relatioship betwee hypercholesterolemia as a risk factor for stroke ad blood viscosity measured usig Digital Microcapillary To cite this article:

More information

Measures of Spread: Standard Deviation

Measures of Spread: Standard Deviation Measures of Spread: Stadard Deviatio So far i our study of umerical measures used to describe data sets, we have focused o the mea ad the media. These measures of ceter tell us the most typical value of

More information

International Journal of Scientific & Engineering Research, Volume 5, Issue 2, February-2014 ISSN

International Journal of Scientific & Engineering Research, Volume 5, Issue 2, February-2014 ISSN ISSN 2229-5518 72 Search For a Biomarker For The Diagosis Ad Progosis of Rheumatoid Arthritis Prasath G, Suil Rao Padmaraj, Vijayakumar T & Riju Mathew Abstract Rheumatoid Arthritis (RA) is oe of the commoest

More information

Statistical Analysis and Graphing

Statistical Analysis and Graphing BIOL 202 LAB 4 Statistical Aalysis ad Graphig Aalyzig data objectively to determie if sets of data differ ad the to preset data to a audiece succictly ad clearly is a major focus of sciece. We eed a way

More information

Chapter 8 Descriptive Statistics

Chapter 8 Descriptive Statistics 8.1 Uivariate aalysis ivolves a sigle variable, for examples, the weight of all the studets i your class. Comparig two thigs, like height ad weight, is bivariate aalysis. (Which we will look at later)

More information

Statistics 11 Lecture 18 Sampling Distributions (Chapter 6-2, 6-3) 1. Definitions again

Statistics 11 Lecture 18 Sampling Distributions (Chapter 6-2, 6-3) 1. Definitions again Statistics Lecture 8 Samplig Distributios (Chapter 6-, 6-3). Defiitios agai Review the defiitios of POPULATION, SAMPLE, PARAMETER ad STATISTIC. STATISTICAL INFERENCE: a situatio where the populatio parameters

More information

Estimation and Confidence Intervals

Estimation and Confidence Intervals Estimatio ad Cofidece Itervals Chapter 9 McGraw-Hill/Irwi Copyright 2010 by The McGraw-Hill Compaies, Ic. All rights reserved. GOALS 1. Defie a poit estimate. 2. Defie level of cofidece. 3. Costruct a

More information

Primary: To assess the change on the subject s quality of life between diagnosis and the first 3 months of treatment.

Primary: To assess the change on the subject s quality of life between diagnosis and the first 3 months of treatment. Study No.: AVO112760 Title: A Observatioal Study To Assess The Burde Of Illess I Prostate Cacer Patiets With Low To Moderate Risk Of Progressio Ratioale: Little data are available o the burde of illess

More information

Plantar Pressure Difference: Decision Criteria of Motor Relearning Feedback Insole for Hemiplegic Patients

Plantar Pressure Difference: Decision Criteria of Motor Relearning Feedback Insole for Hemiplegic Patients 22 4th Iteratioal Coferece o Bioiformatics ad Biomedical Techology IPCBEE vol.29 (22) (22) IACSIT Press, Sigapore Platar Pressure Differece: Decisio Criteria of Motor Relearig Feedback Isole for Hemiplegic

More information

Ovarian Cancer Survival

Ovarian Cancer Survival Dairy Products, Calcium, Vitami D, Lactose ad Ovaria Cacer: Results from a Pooled Aalysis of Cohort Studies Stephaie Smith-Warer, PhD Departmets of Nutritio & Epidemiology Harvard School of Public Health

More information

The US population aged 75 years or more has

The US population aged 75 years or more has 551 Blood Pressure Chage ad Survival After Age 75 Robert D. Lager, Michael H. Criqui, Elizabeth L. Barrett-Coor, Melville R. Klauber, Theodore G. Gaiats Higher diastolic pressure predicted better survival

More information

Should We Care How Long to Publish? Investigating the Correlation between Publishing Delay and Journal Impact Factor 1

Should We Care How Long to Publish? Investigating the Correlation between Publishing Delay and Journal Impact Factor 1 Should We Care How Log to Publish? Ivestigatig the Correlatio betwee Publishig Delay ad Joural Impact Factor 1 Jie Xu 1, Jiayu Wag 1, Yuaxiag Zeg 2 1 School of Iformatio Maagemet, Wuha Uiversity, Hubei,

More information

1 Barnes D and Lombardo C (2006) A Profile of Older People s Mental Health Services: Report of Service Mapping 2006, Durham University.

1 Barnes D and Lombardo C (2006) A Profile of Older People s Mental Health Services: Report of Service Mapping 2006, Durham University. The Natioal Audit Office udertook a self-assessmet cesus of Commuity Metal Health Teams for Older People (CMHTs) betwee September ad December 2006. The overall fidigs are preseted i the Natioal Audit Office

More information

A longitudinal study of self-assessment accuracy

A longitudinal study of self-assessment accuracy The teachig eviromet A logitudial study of self-assessmet accuracy James T Fitzgerald, Casey B White & Larry D Gruppe Aim Although studies have examied medical studets ability to self-assess their performace,

More information

DISTRIBUTION AND PROPERTIES OF SPERMATOZOA IN DIFFERENT FRACTIONS OF SPLIT EJACULATES*

DISTRIBUTION AND PROPERTIES OF SPERMATOZOA IN DIFFERENT FRACTIONS OF SPLIT EJACULATES* FERTILITY AND STERILITY Copyright 1972 by The Williams & Wilkis Co. Vol. 23, No.4, April 1972 Prited i U.S.A. DISTRIBUTION AND PROPERTIES OF SPERMATOZOA IN DIFFERENT FRACTIONS OF SPLIT EJACULATES* R. ELIASSON,

More information

Objectives. Sampling Distributions. Overview. Learning Objectives. Statistical Inference. Distribution of Sample Mean. Central Limit Theorem

Objectives. Sampling Distributions. Overview. Learning Objectives. Statistical Inference. Distribution of Sample Mean. Central Limit Theorem Objectives Samplig Distributios Cetral Limit Theorem Ivestigate the variability i sample statistics from sample to sample Fid measures of cetral tedecy for distributio of sample statistics Fid measures

More information

CARDIOVASCULAR RISKS IN KAZAKH POPULATION IN XINJIANG PROVINCE OF CHINA

CARDIOVASCULAR RISKS IN KAZAKH POPULATION IN XINJIANG PROVINCE OF CHINA CARDIOVASCULAR RISKS IN KAZAKH POPULATION IN XINJIANG PROVINCE OF CHINA Aim: Assess the cardiovascular risks i Kazakh populatio i Ili of Xijiag Provice. Methods: A total of 1126 participats (M/F: 443/683)

More information

Previous studies have shown that the agestandardized

Previous studies have shown that the agestandardized 725,, ad Case-Fatality of Stroke i Norther Israel Leo Epstei, Shmuel Rishpo, Ephraim Betal, Gerald Brook, Ada Tamir, Bella Gross, Migel Szwarc, Judith Maelis, ad Thomas Pillar We studied the icidece ad

More information

Smoking cessation, decline in pulmonary function and total mortality: a 30 year follow up study among the Finnish cohorts of the Seven Countries Study

Smoking cessation, decline in pulmonary function and total mortality: a 30 year follow up study among the Finnish cohorts of the Seven Countries Study Thorax 2001;56:703 707 703 Departmet of Public Health ad Geeral Practice, Uiversity of Kuopio, Kuopio, M Pelkoe M Tervahauta Departmet of Pulmoary Diseases, Kuopio Uiversity Hospital, Kuopio, M Pelkoe

More information

Comparison Between Measures of Atherosclerosis and Risk of Stroke The Rotterdam Study

Comparison Between Measures of Atherosclerosis and Risk of Stroke The Rotterdam Study Compariso Betwee Measures of Atherosclerosis ad Risk of Stroke The Rotterdam Study M. Hollader, MD, PhD; A.E. Hak, MD, PhD; P.J. Koudstaal, MD, PhD; M.L. Bots, MD, PhD; D.E. Grobbee, MD, PhD; A. Hofma,

More information

Study No.: Title: Rationale: Phase: Study Period: Study Design: Centres: Indication: Treatment: Objectives: Primary Outcome/Efficacy Variable:

Study No.: Title: Rationale: Phase: Study Period: Study Design: Centres: Indication: Treatment: Objectives: Primary Outcome/Efficacy Variable: UM27/189/ The study listed may iclude approved ad o-approved uses, formulatios or treatmet regimes. The results reported i ay sigle study may ot reflect the overall results obtaied o studies of a product.

More information

Components of the Metabolic Syndrome and Risk of Cardiovascular Disease and Diabetes in Beaver Dam

Components of the Metabolic Syndrome and Risk of Cardiovascular Disease and Diabetes in Beaver Dam Epidemiology/Health Services/Psychosocial Research O R I G I N A L A R T I C L E Compoets of the Metabolic Sydrome ad Risk of Cardiovascular Disease ad Diabetes i Beaver Dam BARBARA E.K. KLEIN, MD RONALD

More information

Quantitative Evaluation of Stress Corrosion Cracking Based on Features of Eddy Current Testing Signals

Quantitative Evaluation of Stress Corrosion Cracking Based on Features of Eddy Current Testing Signals E-Joural of Advaced Maiteace Vol.9-2 (2017) 78-83 Japa Society of Maiteology Quatitative Evaluatio of Stress Corrosio Crackig Based o Features of Eddy Curret Testig Sigals Li WANG 1,* ad Zhemao CHEN 2

More information

Association between Overall Lifestyle Changes and the Incidence of Proteinuria: A Population-based, Cohort Study

Association between Overall Lifestyle Changes and the Incidence of Proteinuria: A Population-based, Cohort Study ORIGINAL ARTICLE Associatio betwee Overall Lifestyle Chages ad the Icidece of Proteiuria: A Populatio-based, Cohort Study Miako Wakasugi 1, Juichiro Kazama 2, Ichiei Narita 3, Kuitoshi Iseki 3, Shouichi

More information

GSK Medicine: Study Number: Title: Rationale: Study Period: Objectives: Indication: Study Investigators/Centers: Research Methods:

GSK Medicine: Study Number: Title: Rationale: Study Period: Objectives: Indication: Study Investigators/Centers: Research Methods: The study listed may iclude approved ad o-approved uses, mulatios or treatmet regimes. The results reported i ay sigle study may ot reflect the overall results obtaied o studies of a product. Bee prescribig

More information

Clinical Usefulness of Very High and Very Low Levels of C-Reactive Protein Across the Full Range of Framingham Risk Scores

Clinical Usefulness of Very High and Very Low Levels of C-Reactive Protein Across the Full Range of Framingham Risk Scores Cliical Usefuless of Very High ad Very Low Levels of C-Reactive Protei Across the Full Rage of Framigham Risk Scores Paul M Ridker, MD, MPH; Nacy Cook, ScD Backgroud High-sesitivity C-reactive protei (hscrp)

More information

Chapter 21. Recall from previous chapters: Statistical Thinking. Chapter What Is a Confidence Interval? Review: empirical rule

Chapter 21. Recall from previous chapters: Statistical Thinking. Chapter What Is a Confidence Interval? Review: empirical rule Chapter 21 What Is a Cofidece Iterval? Chapter 21 1 Review: empirical rule Chapter 21 5 Recall from previous chapters: Parameter fixed, ukow umber that describes the populatio Statistic kow value calculated

More information

Center for Alaska Native Center for Alaska Native. from the. Bulletin Bulletin

Center for Alaska Native Center for Alaska Native. from the. Bulletin Bulletin Visit the CANHR web site: http://www.alaska.edu/cahr/ News Ceter News Buildig ad icreasig research capacity for Alaska to improve the health of Alaska Natives. from the Bulleti Bulleti Buildig ad icreasig

More information

Repeatability of the Glaucoma Hemifield Test in Automated Perimetry

Repeatability of the Glaucoma Hemifield Test in Automated Perimetry Repeatability of the Glaucoma Hemifield Test i Automated Perimetry Joae Katz,*-\ Harry A. Quigley,^ ad Alfred SommerX Purpose. To examie the cocordace of the Glaucoma Hemifield Test ad other global visual

More information

Modified Early Warning Score Effect in the ICU Patient Population

Modified Early Warning Score Effect in the ICU Patient Population Lehigh Valley Health Network LVHN Scholarly Works Patiet Care Services / Nursig Modified Early Warig Score Effect i the ICU Patiet Populatio Ae Rabert RN, DHA, CCRN, NE-BC Lehigh Valley Health Network,

More information

5/7/2014. Standard Error. The Sampling Distribution of the Sample Mean. Example: How Much Do Mean Sales Vary From Week to Week?

5/7/2014. Standard Error. The Sampling Distribution of the Sample Mean. Example: How Much Do Mean Sales Vary From Week to Week? Samplig Distributio Meas Lear. To aalyze how likely it is that sample results will be close to populatio values How probability provides the basis for makig statistical ifereces The Samplig Distributio

More information

Screening for microalbuminuria in patients with type 2 diabetes is incomplete in general practice

Screening for microalbuminuria in patients with type 2 diabetes is incomplete in general practice Da Med J / September DANISH MEDICAL JOURNAL Screeig for microalbumiuria i patiets with type 2 diabetes is icomplete i geeral practice Søre Tag Kudse 1, Thomas Hammershaimb Mosbech 2, Birtha Hase 1, Else

More information

Technical Assistance Document Algebra I Standard of Learning A.9

Technical Assistance Document Algebra I Standard of Learning A.9 Techical Assistace Documet 2009 Algebra I Stadard of Learig A.9 Ackowledgemets The Virgiia Departmet of Educatio wishes to express sicere thaks to J. Patrick Liter, Doa Meeks, Dr. Marcia Perry, Amy Siepka,

More information

Body Mass Index and Disability Pension in Middle-Aged Men Non-Linear Relations

Body Mass Index and Disability Pension in Middle-Aged Men Non-Linear Relations Iteratioal Joural of Epidemiology O Iteratioal Epridemlotoglcal Associatio 199 Vol. 25, No. 1 Prited i Great Britai Body Mass Idex ad Disability Pesio i Middle-Aged Me No-Liear Relatios NILS-OVE MANSSON,*

More information

Original Contributions. Does Psychological Distress Predict the Risk of Ischemic Stroke and Transient Ischemic Attack? The Caerphilly Study

Original Contributions. Does Psychological Distress Predict the Risk of Ischemic Stroke and Transient Ischemic Attack? The Caerphilly Study Origial Cotributios Does Psychological Distress Predict the Risk of Ischemic Stroke ad Trasiet Ischemic Attack? The Caerphilly Study Margaret May, MSc; Peter McCarro, MFPHM; Stephe Stasfeld, PhD; Yoav

More information

Practical Basics of Statistical Analysis

Practical Basics of Statistical Analysis Practical Basics of Statistical Aalysis David Keffer Dept. of Materials Sciece & Egieerig The Uiversity of Teessee Koxville, TN 37996-2100 dkeffer@utk.edu http://clausius.egr.utk.edu/ Goveror s School

More information

Reporting Checklist for Nature Neuroscience

Reporting Checklist for Nature Neuroscience Correspodig Author: Mauscript Number: Mauscript Type: Galea NNA48318C Article Reportig Checklist for Nature Neurosciece # Figures: 4 # Supplemetary Figures: 2 # Supplemetary Tables: 1 # Supplemetary Videos:

More information

Prevalence of coronary heart disease, associated manifestations and electrocardiographic findings in elderly Finns

Prevalence of coronary heart disease, associated manifestations and electrocardiographic findings in elderly Finns Age ad Ageig 1998; 27: 729-737 1998, British Geriatrics Society Prevalece of coroary heart disease, associated maifestatios ad electrocardiographic fidigs i elderly Fis MERJA AUTO 1 ' 2, RAIMO ISOAHO 2,

More information

Original Paper. Cerebrovasc Dis 2010;29: DOI: /

Original Paper. Cerebrovasc Dis 2010;29: DOI: / Origial Paper DOI: 10.1159/000306640 Received: October 9, 2009 Accepted: Jauary 18, 2010 Published olie: April 8, 2010 Peripheral Arterial Disease as a Idepedet Predictor for Excess Stroke Morbidity ad

More information

Comparison of speed and accuracy between manual and computer-aided measurements of dental arch and jaw arch lengths in study model casts

Comparison of speed and accuracy between manual and computer-aided measurements of dental arch and jaw arch lengths in study model casts Compariso of speed ad accuracy betwee maual ad computeraided measuremets (Diah Wibisoo, et.al.) Compariso of speed ad accuracy betwee maual ad computeraided measuremets of detal arch ad jaw arch legths

More information

Autism Awareness Education. April 2018

Autism Awareness Education. April 2018 Autism Awareess Educatio April 2018 What is Autism Autism is a wide-spectrum metal disorder that is talked about every day i health circles, but few really kow all the facts about it. Research cotiues

More information

Lower circulating concentrations of 25-hydroxyvitamin

Lower circulating concentrations of 25-hydroxyvitamin 25-Hydroxyvitami D ad Parathyroid Hormoe Are Not Associated With Carotid Itima-Media Thickess or Plaque i the Multi-Ethic Study of Atherosclerosis Marc Blodo, Michael Sachs, Adrew N. Hoofagle, Joachim

More information

Secular Trends in Cardiovascular Disease and Its Risk Factors in Japanese Half-Century Data From the Hisayama Study ( )

Secular Trends in Cardiovascular Disease and Its Risk Factors in Japanese Half-Century Data From the Hisayama Study ( ) Secular Treds i Cardiovascular Disease ad Its Risk Factors i Japaese Half-Cetury Data From the Hisayama Study (1961 2009) Ju Hata, MD, PhD; Toshiharu Niomiya, MD, PhD; Yoichiro Hirakawa, MD, PhD; Masaharu

More information

Sampling Distributions and Confidence Intervals

Sampling Distributions and Confidence Intervals 1 6 Samplig Distributios ad Cofidece Itervals Iferetial statistics to make coclusios about a large set of data called the populatio, based o a subset of the data, called the sample. 6.1 Samplig Distributios

More information

Simple intervention to improve detection of hepatitis B and hepatitis C in general practice

Simple intervention to improve detection of hepatitis B and hepatitis C in general practice Simple itervetio to improve detectio of hepatitis B ad hepatitis C i geeral practice Zayab al-lami (GP-Birmigham) Co-authors:-Sarah Powell, Sally Bradshaw, Amada Lambert, David Mutimer ad Adrew Rouse Presetatio

More information

See related article, p Cardiovascular disease (CVD) and cerebrovascular disease

See related article, p Cardiovascular disease (CVD) and cerebrovascular disease Guidelie-Directed Low-Desity Lipoprotei Maagemet i High-Risk Patiets With Ischemic Stroke Fidigs From Get With The Guidelies-Stroke 2003 to 2012 Gustavo Saposik, MD, MSc, FRCPC; Gregg C. Foarow, MD; Wequi

More information

IMPAIRED THEOPHYLLINE CLEARANCE IN PATIENTS WITH COR PULMONALE

IMPAIRED THEOPHYLLINE CLEARANCE IN PATIENTS WITH COR PULMONALE Br. J. cli. Pharmac. (1979), 7, 33--37 IMPAIRED THEOPHYLLINE CLEARANCE IN PATIENTS WITH COR PULMONALE N. VICUNA,1 J.L. McNAY,l T.M. LUDDEN2 & H. SCHWERTNER3 'Divisio of Cliical Pharmacology, Departmets

More information

See related article, p Cardiovascular disease (CVD) and cerebrovascular disease

See related article, p Cardiovascular disease (CVD) and cerebrovascular disease Guidelie-Directed Low-Desity Lipoprotei Maagemet i High-Risk Patiets With Ischemic Stroke Fidigs From Get With The Guidelies-Stroke 2003 to 2012 Gustavo Saposik, MD, MSc, FRCPC; Gregg C. Foarow, MD; Wequi

More information

5.1 Description of characteristics of population Bivariate analysis Stratified analysis

5.1 Description of characteristics of population Bivariate analysis Stratified analysis Chapter 5 Results Page umbers 5.1 Descriptio of characteristics of populatio 121-123 5.2 Bivariate aalysis 123-131 5.3 Stratified aalysis 131-133 5.4 Multivariate aalysis 134-135 5.5 Estimatio of Attributable

More information

What are minimal important changes for asthma measures in a clinical trial?

What are minimal important changes for asthma measures in a clinical trial? Eur Respir J 1999; 14: 23±27 Prited i UK ± all rights reserved Copyright #ERS Jourals Ltd 1999 Europea Respiratory Joural ISSN 0903-1936 What are miimal importat chages for asthma measures i a cliical

More information

Review for Chapter 9

Review for Chapter 9 Review for Chapter 9 1. For which of the followig ca you use a ormal approximatio? a) = 100, p =.02 b) = 60, p =.4 c) = 20, p =.6 d) = 15, p = 2/3 e) = 10, p =.7 2. What is the probability of a sample

More information

Plasma Brain Natriuretic Peptide Concentration: Impact of Age and Gender

Plasma Brain Natriuretic Peptide Concentration: Impact of Age and Gender Joural of the America College of Cardiology Vol. 40, No. 5, 2002 2002 by the America College of Cardiology Foudatio ISSN 0735-1097/02/$22.00 Published by Elsevier Sciece Ic. PII S0735-1097(02)02059-4 Plasma

More information

talking about Men s Health...

talking about Men s Health... Usdaw talkig about Me s Health... Male Cacers This leaflet is desiged to raise me s awareess of the importace of maitaiig their health, particularly whe it comes to cacer. It highlights the two most commo

More information

Appendix C: Concepts in Statistics

Appendix C: Concepts in Statistics Appedi C. Measures of Cetral Tedecy ad Dispersio A8 Appedi C: Cocepts i Statistics C. Measures of Cetral Tedecy ad Dispersio Mea, Media, ad Mode I may real-life situatios, it is helpful to describe data

More information

04/11/2014 YES* YES YES. Attitudes = Evaluation. Attitudes = Unique Cognitive Construct. Attitudes Predict Behaviour

04/11/2014 YES* YES YES. Attitudes = Evaluation. Attitudes = Unique Cognitive Construct. Attitudes Predict Behaviour CLICK HERE : EXAMINING IMPLICIT AND EXPLICIT ATTITUDES TOWARD RAPE AND SEXUALLY AGGRESSIVE BEHAVIOUR IN MEN RECRUITED ONLINE Chatal A. Herma, Kevi L. Nues, & Natasha Loricz October 31 st, 2014 Carleto

More information

Cardiac rehabilitation for coronary patients: lifestyle, risk factor and therapeutic management. Results from the EUROASPIRE II survey

Cardiac rehabilitation for coronary patients: lifestyle, risk factor and therapeutic management. Results from the EUROASPIRE II survey Europea Heart Joural Supplemets (2004) 6 (Supplemet J), J17 J26 Cardiac rehabilitatio for coroary patiets: lifestyle, risk factor ad therapeutic maagemet. Results from the EUROASPIRE II survey K. Kotseva

More information

Lecture Outline. BIOST 514/517 Biostatistics I / Applied Biostatistics I. Paradigm of Statistics. Inferential Statistic.

Lecture Outline. BIOST 514/517 Biostatistics I / Applied Biostatistics I. Paradigm of Statistics. Inferential Statistic. BIOST 514/517 Biostatistics I / Applied Biostatistics I Kathlee Kerr, Ph.D. Associate Professor of Biostatistics iversity of Washigto Lecture 11: Properties of Estimates; Cofidece Itervals; Stadard Errors;

More information

Information about whether a given treatment works in the

Information about whether a given treatment works in the Sex Disparities i Stroke: Wome Have More Severe Strokes but Better Survival Tha Me Christia Dehledorff, MS, PhD; Klaus Kaae Aderse, MS, PhD; Tom Skyhøj Olse, MD, PhD Backgroud- Ucertaity remais about whether

More information

Original Contributions. Secular Trends in Stroke Incidence and Mortality. The Framingham Study

Original Contributions. Secular Trends in Stroke Incidence and Mortality. The Framingham Study Origial Cotributios Secular Treds i Stroke Icidece ad Mortality The Framigham Study Philip A. Wolf, MD; Ralph B. D'Agostio, PhD; M. Agela O'Neal, MD; Pamela Sytkowski, PhD; Carlos S. Kase, MD; Albert J.

More information

STATISTICAL ANALYSIS & ASTHMATIC PATIENTS IN SULAIMANIYAH GOVERNORATE IN THE TUBER-CLOSES CENTER

STATISTICAL ANALYSIS & ASTHMATIC PATIENTS IN SULAIMANIYAH GOVERNORATE IN THE TUBER-CLOSES CENTER March 3. Vol., No. ISSN 37-3 IJRSS & K.A.J. All rights reserved STATISTICAL ANALYSIS & ASTHMATIC PATIENTS IN SULAIMANIYAH GOVERNORATE IN THE TUBER-CLOSES CENTER Dr. Mohammad M. Faqe Hussai (), Asst. Lecturer

More information

Randomised controlled trial of a brief alcohol intervention in a general hospital setting

Randomised controlled trial of a brief alcohol intervention in a general hospital setting Shiles et al. Trials 2013, 14:345 TRIALS RESEARCH Ope Access Radomised cotrolled trial of a brief alcohol itervetio i a geeral hospital settig Celia J Shiles 1, Ua P Caig 1, Sadra A Keell-Webb 1, Carolie

More information

Statistics Lecture 13 Sampling Distributions (Chapter 18) fe1. Definitions again

Statistics Lecture 13 Sampling Distributions (Chapter 18) fe1. Definitions again fe1. Defiitios agai Review the defiitios of POPULATIO, SAMPLE, PARAMETER ad STATISTIC. STATISTICAL IFERECE: a situatio where the populatio parameters are ukow, ad we draw coclusios from sample outcomes

More information

ACE-27 with Dr. Piccirillo from Washington University St. Louis. August 18, 2009

ACE-27 with Dr. Piccirillo from Washington University St. Louis. August 18, 2009 ACE-27 with Dr. Piccirillo from Washigto Uiversity St. Louis August 18, 2009 Itroductio Patiets with cacer ofte have other diseases, illesses, or coditios i additio to their idex cacer These other coditios

More information

Reproducibility of Noninvasive Ultrasonic Measurement of Carotid Atherosclerosis. The Asymptomatic Carotid Artery Plaque Study

Reproducibility of Noninvasive Ultrasonic Measurement of Carotid Atherosclerosis. The Asymptomatic Carotid Artery Plaque Study 1062 Reproducibility of Noivasive Ultrasoic Measuremet of Carotid Atherosclerosis The Asymptomatic Carotid Artery Plaque Study Ward A. Riley, PhD; Ralph W. Bares, PhD; William B. Applegate, MD; Robert

More information

Children and adults with Attention-Deficit/Hyperactivity Disorder cannot move to the beat

Children and adults with Attention-Deficit/Hyperactivity Disorder cannot move to the beat 1 SUPPLEMENTARY INFORMATION Childre ad adults with Attetio-Deficit/Hyperactivity Disorder caot move to the beat Frédéric Puyjariet 1, Valeti Bégel 1,2, Régis Lopez 3,4, Delphie Dellacherie 5,6, & Simoe

More information

GSK Medicine Study Number: Title: Rationale: Study Period: Objectives: Primary Secondary Indication: Study Investigators/Centers: Research Methods

GSK Medicine Study Number: Title: Rationale: Study Period: Objectives: Primary Secondary Indication: Study Investigators/Centers: Research Methods The study listed may iclude approved ad o-approved uses, formulatios or treatmet regimes. The results reported i ay sigle study may ot reflect the overall results obtaied o studies of a product. Before

More information

How is the President Doing? Sampling Distribution for the Mean. Now we move toward inference. Bush Approval Ratings, Week of July 7, 2003

How is the President Doing? Sampling Distribution for the Mean. Now we move toward inference. Bush Approval Ratings, Week of July 7, 2003 Samplig Distributio for the Mea Dr Tom Ilveto FREC 408 90 80 70 60 50 How is the Presidet Doig? 2/1/2001 4/1/2001 Presidet Bush Approval Ratigs February 1, 2001 through October 6, 2003 6/1/2001 8/1/2001

More information

Bayesian Sequential Estimation of Proportion of Orthopedic Surgery of Type 2 Diabetic Patients Among Different Age Groups A Case Study of Government

Bayesian Sequential Estimation of Proportion of Orthopedic Surgery of Type 2 Diabetic Patients Among Different Age Groups A Case Study of Government Bayesia Sequetial Estimatio of Proportio of Orthopedic Surgery of Type Diabetic Patiets Amog Differet Age Groups A Case Study of Govermet Medical College, Jammu-Idia Roohi Gupta, Priyaka Aad ad *Rahul

More information

Long-term survival after acute myocardial infarction

Long-term survival after acute myocardial infarction Log-Term Survival ad Recurrece After Acute Myocardial Ifarctio i Eglad, 2004 to 2010 Kate Smolia, PhD; F. Lucy Wright, PhD; Mike Rayer, PhD; Michael J. Goldacre, FFPH, FRCP Backgroud There are limited

More information

Measuring Dispersion

Measuring Dispersion 05-Sirki-4731.qxd 6/9/005 6:40 PM Page 17 CHAPTER 5 Measurig Dispersio PROLOGUE Comparig two groups by a measure of cetral tedecy may ru the risk for each group of failig to reveal valuable iformatio.

More information

Breast cancer is the most frequent cancer in women

Breast cancer is the most frequent cancer in women B 2006 Lippicott Williams & Wilkis, Ic., Philadelphia Esi Çeber, PhD, RN Meral Turk Soyer, PhD, MD Meltem Ciceklioglu, PhD, MD Suduz Cimat, RN Breast Cacer Risk Assessmet ad Risk Perceptio o Nurses ad

More information

SMV Outpatient Zero Suicide Initiative Oct 14 to Dec 16

SMV Outpatient Zero Suicide Initiative Oct 14 to Dec 16 SV Outpatiet Zero Suicide itiative Oct 14 to ec 16 Lea Problem: Betwee 2011 ad 2014, of patiets attedig the SV Outpatiet programs, there were recorded suicide attempts or deaths by suicide. Goal Statemet

More information

RADIESSE Dermal Filler for the Correction of Moderate to Severe Facial Wrinkles and Folds, Such As Nasolabial Folds

RADIESSE Dermal Filler for the Correction of Moderate to Severe Facial Wrinkles and Folds, Such As Nasolabial Folds A PATIENT S GUIDE RADIESSE Dermal Filler for the Correctio of Moderate to Severe Facial Wrikles ad Folds, Such As Nasolabial Folds Read all the iformatio before you are treated with Radiesse dermal filler.

More information

Concepts Module 7: Comparing Datasets and Comparing a Dataset with a Standard

Concepts Module 7: Comparing Datasets and Comparing a Dataset with a Standard Cocepts Module 7: Comparig Datasets ad Comparig a Dataset with a Stadard Idepedece of each data poit Test statistics Cetral Limit Theorem Stadard error of the mea Cofidece iterval for a mea Sigificace

More information

Sec 7.6 Inferences & Conclusions From Data Central Limit Theorem

Sec 7.6 Inferences & Conclusions From Data Central Limit Theorem Sec 7. Ifereces & Coclusios From Data Cetral Limit Theorem Name: The Cetral Limit Theorem offers us the opportuity to make substatial statistical predictios about the populatio based o the sample. To better

More information

The Association between Indoor Air Quality and Adult Blood Pressure Levels in a High-Income Setting

The Association between Indoor Air Quality and Adult Blood Pressure Levels in a High-Income Setting Iteratioal Joural of Evirometal Research ad Public Health Article The Associatio betwee Idoor Air Quality ad Adult Blood Pressure Levels i a High-Icome Settig Krassi Rumchev 1, *, Mario Soares 1, Yu Zhao

More information

Retention in HIV care among a commercially insured population,

Retention in HIV care among a commercially insured population, Retetio i HIV care amog a commercially isured populatio, 2006-2012 Kathy Byrd, MD, MPH 10th Iteratioal Coferece o HIV Treatmet ad Prevetio Adherece Jue 28 30, 2015 Natioal Ceter for HIV/AIDS, Viral Hepatitis,

More information

Certify your stroke care program. Tell your community you re ready when needed.

Certify your stroke care program. Tell your community you re ready when needed. Certify your stroke care program. Tell your commuity you re ready whe eeded. Stroke Certificatio Optios STROKE READY PRIMARY STROKE Stroke Ready Certificatio Demostrates to commuity emergecy services ad

More information

Information Following Treatment for Patients with Early Breast Cancer. Bradford Teaching Hospitals. NHS Foundation Trust

Information Following Treatment for Patients with Early Breast Cancer. Bradford Teaching Hospitals. NHS Foundation Trust Iformatio Followig Treatmet for Patiets with Early Breast Cacer Bradford Teachig Hospitals NHS Foudatio Trust What happes ext? You have ow completed your iitial treatmet to remove your breast cacer. There

More information

to 2,3,7,8-tetrachlorodibenzo-pdioxin

to 2,3,7,8-tetrachlorodibenzo-pdioxin 270 Divisio of Surveillace, Hazard Evaluatios ad Field Studies, Natioal Istitute for Occupatioal Safety ad Health, Ceters for Disease Cotrol ad Prevetio, Ciciati, Ohio, USA G M Calvert M H Sweeey J Deddes

More information

Guidance on the use of the Title Consultant Psychologist

Guidance on the use of the Title Consultant Psychologist Guidace o the use of the Title Cosultat Psychologist If you have problems readig this documet ad would like it i a differet format, please cotact us with your specific requiremets. Tel: 0116 2254 9568;

More information

Dietary glycemic load, added sugars, and carbohydrates as risk factors for pancreatic cancer: the Multiethnic Cohort Study 1 4

Dietary glycemic load, added sugars, and carbohydrates as risk factors for pancreatic cancer: the Multiethnic Cohort Study 1 4 Dietary glycemic load, added sugars, ad carbohydrates as risk factors for pacreatic cacer: the Multiethic Cohort Study 1 4 Ute Nöthligs, Suzae P Murphy, Lye R Wilkes, Bria E Hederso, ad Laurece N Koloel

More information

The Prognostic Value of Normal Exercise Myocardial Perfusion Imaging and Exercise Echocardiography

The Prognostic Value of Normal Exercise Myocardial Perfusion Imaging and Exercise Echocardiography Joural of the America College of Cardiology Vol. 49, No. 2, 2007 2007 by the America College of Cardiology Foudatio ISSN 0735-1097/07/$32.00 Published by Elsevier Ic. doi:10.1016/j.jacc.2006.08.048 The

More information

The Efficiency of the Denver Developmental Screening Test with Rural Disadvantaged Preschool Children 1

The Efficiency of the Denver Developmental Screening Test with Rural Disadvantaged Preschool Children 1 Joural of Pediatric Psychology, Vol. 8, No. 3, 1983 The Efficiecy of the Dever Developmetal Screeig Test with Rural Disadvataged Preschool Childre 1 Deis C. Harper 2 ad David P. Wacker Departmet of Pediatrics,

More information

Standard deviation The formula for the best estimate of the population standard deviation from a sample is:

Standard deviation The formula for the best estimate of the population standard deviation from a sample is: Geder differeces Are there sigificat differeces betwee body measuremets take from male ad female childre? Do differeces emerge at particular ages? I this activity you will use athropometric data to carry

More information

Risk factors for repetition and suicide following self-harm in older adults: multicentre cohort study {

Risk factors for repetition and suicide following self-harm in older adults: multicentre cohort study { The British Joural of Psychiatry (2012) 200, 399 404. doi: 10.1192/bjp.bp.111.094177 Risk factors for repetitio ad suicide followig self-harm i older adults: multicetre cohort study { Elizabeth Murphy,

More information

Depression among Patients Attending Physiotherapy Clinics in Erbil City

Depression among Patients Attending Physiotherapy Clinics in Erbil City amog Patiets Attedig.. Zaco J. Med. Sci., Vol. 13, No. (2), 2009 amog Patiets Attedig Physiotherapy Cliics i Erbil City Dr. Sirwa K. Ali * Dr. Jwa M. Zagaa ** Dr. Diyar H. Tahir *** ABSTRACT Backgroud

More information

A Case Control Study of Risk Factors for Coronary Artery Disease in Pakistani Females

A Case Control Study of Risk Factors for Coronary Artery Disease in Pakistani Females A Case Cotrol Study of Risk Factors for Coroary Artery Disease i Pakistai Females Nazeer M., 1 Naveed T., 2 Ama Ullah 3 Address for Correspodece: Dr. Mohsi Nazeer. Assistat Professor Cardiology. Pujab

More information

Psychophysiological Alterations in Posttraumatic Stress Disorder

Psychophysiological Alterations in Posttraumatic Stress Disorder Psychophysiological Alteratios i Posttraumatic Stress Disorder Developmet Over Time ad Respose to Treatmet Michael G. Griffi, Ph.D. This work was supported by NIMH grats MH55688 (Griffi) ad MH55542 (Resick)

More information

J Clin Oncol 29: by American Society of Clinical Oncology INTRODUCTION

J Clin Oncol 29: by American Society of Clinical Oncology INTRODUCTION VOLUME 29 NUMBER 16 JUNE 1 211 JOURNAL OF CLINICAL ONCOLOGY O R I G I N A L R E P O R T From the Iteratioal Collaboratio of Trialists o behalf of the Medical Research Coucil Advaced Bladder Cacer Workig

More information

MICHELANGELO: OASIS 5 Women s Substudy

MICHELANGELO: OASIS 5 Women s Substudy MICHELANGELO: OASIS 5 Wome s Substudy Dr. Eva Swah Departmet of Cardiology, Heart Cetre, Uiversity Hospital, Liköpig Swede Disclosure Fuded by Saofi-Sythelabo, Orgao NV ad GSK Dr. Swah has o coflicts of

More information

Does Renal Dysfunction Predict Mortality After Acute Stroke? A 7-Year Follow-Up Study

Does Renal Dysfunction Predict Mortality After Acute Stroke? A 7-Year Follow-Up Study Does Real Dysfuctio Predict Mortality After Acute Stroke? A 7-Year Follow-Up Study Roald S. MacWalter, FRCP; Suzae Y.S. Wog, MRCP; Keeth Y.K. Wog, MRCP; Graham Stewart, MRCP; Callum G. Fraser, PhD; Hazel

More information