Inheritance of arterial lesions in renal fibromuscular dysplasia
|
|
- Lisa Richards
- 6 years ago
- Views:
Transcription
1 (2007) 2, & 2007 Nature Publshng Group All rghts reserved /07 $ ORIGINAL ARTICLE Inhertance of arteral lesons n renal fbromuscular dysplasa J Perdu,2, P Boutouyre 3,4,5,0, C Bourgan 6,7,0, N Stern,8, B Laloux 4, E Bozec 4, M Azz 3,8, C Bonat-Pellé 6,7, P-F Ploun 2,3,9, S Laurent 3,4,5, A-P Gmenez-Roqueplo,2,3 and Jeunematre,2,3 AP-HP, Department of Genetcs, Hôptal Européen Georges Pompdou, Pars, France; 2 INSERM, Unt 772, Collège de France, Pars, France; 3 Faculté de Médecne, Unversté Pars Descartes, Pars, France; 4 AP-HP, Department of Pharmacology, Hôptal Européen Georges Pompdou, Pars, France; 5 INSERM, Unt 337, Pars, France; 6 INSERM, Unt 535, Vllejuf, France; 7 Unversté Pars-Sud, Vllejuf, France; 8 AP-HP, Hôptal Européen Georges Pompdou, Clncal Investgaton Center CIC920, Pars, France and 9 AP-HP, Department of Hypertenson, Hôptal Européen Georges Pompdou, Pars, France We have prevously shown that patents wth renal fbromuscular dysplasa (FMD) have asymptomatc carotd lesons and that famlal forms may occur. The objectve of ths study was to test whether carotd lesons could be detected n relatves of famlal cases. Hgh-resoluton echotrackng of the carotd artery was performed n 47 relatves of 3 cases from sx famles. Ths non-nvasve nvestgaton led to a semquanttatve arteral score that was compared wth that obtaned for 47 controls matched for age and sex and that for 25 sporadc cases. Famlal resemblance was tested by usng a generalzed estmatng equaton approach takng nto account the clusterng of scores n famles. As expected, FMD cases had a sgnfcantly hgher score than controls (4.02 vs 2.52, Po0 5 ). Famlal cases were not sgnfcantly dfferent from sporadc cases. Of nterest, the 47 apparently healthy relatves of famlal cases had also a hgh carotd score (4.7), very sgnfcantly hgher than that of controls (2.52, Po0 5 ) even though lower than the correspondng ndex FMD cases (4.8, P ¼ 0.0). Segregaton analyss showed that 52% of the descendants of subjects wth a score 44 had a score 44, a proporton consstent wth autosomaldomnant transmsson of the trat. Altogether these results strengthen the hypothess of renal FMD beng a systemc arteral dsease and argue for a famlal resemblance that may be due to a major genetc effect. The carotd score obtaned by hgh-resoluton echotrackng may provde a non-nvasve surrogate marker for renal FMD of potental value for use n lnkage strateges on large pedgrees. (2007) 2, do:0.038/sj.jhh.00256; publshed onlne March 2007 Keywords: genetcs; fbromuscular dysplasa; renovascular; echotrackng; arteral stffness; generalzed estmatng equaton approach Introducton Renal artery fbromuscular dysplasa (FMD) s a rare, non-atherosclerotc, non-nflammatory vascular dsease of truncal or branch kdney arteres, of unknown pathophysology. In medal FMD, the most prevalent form of FMD, pathologc examnaton shows successve areas of paretal thckenng (correspondng to medal hyperplasa) and dlataton (followng dsrupton of nternal elastc lamna). These arteral alteratons may lead to stenoses Correspondence: Dr J Perdu, Department of Genetcs, Hôptal Européen Georges Pompdou, 20-40, rue Leblanc, Pars Cedex 5, France. E-mal: jerome.perdu@egp.aphp.fr 0 These authors contrbuted equally to ths work. Receved 8 September 2006; revsed 28 November 2006; accepted 24 December 2006; publshed onlne March 2007 and saccular aneurysms. In medal FMD, renal artery lesons usually present as multple, multfocal stenoses wth ntervenng aneurysms causng a strng of beads appearance, whereas unfocal stenoses are usually assocated wth ntmal FMD. If renal artery stenoses are severe, FMD may result n renovascular hypertenson and, f dssecton occurs, n renal nfarcton.,2 Medal FMD occurs predomnantly n mddleaged Caucasan women, and a number of rsk factors have been dentfed n ths group of women: smokng habts, oral contraceptve ntake and genetc factors.,3 5 Medal FMD may present as a famlal dsease, defned as the presence of angographcally documented FMD n at least two frstdegree relatves. 6 It has also been suggested that FMD s transmtted as an autosomal-domnant dsease wth ncomplete penetrance and varable clncal symptoms. 7,8
2 394 Evdence of arteral wall subclncal lesons n relatves of FMD pedgrees Identfyng the genes responsble for FMD s therefore an approprate strategy for nvestgaton of the pathophysology of ths dsease. However, ths approach requres the dentfcaton of a relable phenotype for separatng unaffected and affected subjects, even n the absence of symptoms. Renal artery duplex sonography may be not senstve enough, especally n cases of non-stenotc lesons and computed tomographc or magnetc resonance angography have a poor specfcty n patents wth FMD. 9 Renal angography s an nvasve test and would be unethcal to use for the characterzaton of normotensve members of a pedgree. We recently showed, wth carotd artery hgh-resoluton echotrackng technques, that FMD s actually a systemc dsease and that subclncal lesons of the common carotd artery (CCA) wall are commonly found n patents wth renal artery medal FMD. An arteral phenotypc score of 2 (normal) to 7 (hghly abnormal) has been shown to be strongly assocated wth FMD. 0 In ths study, we used ths score as a surrogate marker for renal FMD phenotype, n the characterzaton of frst-degree relatves of affected subjects. We selected pedgrees contanng at least two patents wth angographcally proven renal FMD. We showed, usng a generalzed estmatng equaton (GEE) approach, that relatves of renal FMD famlal cases have sgnfcantly hgher arteral score values than matched controls, suggestve of the presence of subclncal arteral lesons. We performed a segregaton analyss n sx famles, treatng arteral score as a dchotomous trat. We found that score 44 was a hertable trat wth an autosomal-domnant mode of nhertance. Methods Patents and subjects Fourteen (6.%) of the 228 FMD patents referred to the Hypertenson Unt of our nsttuton snce 986 were consdered to correspond to famlal cases because at least one of the frst-degree relatves of these patents (the sster n 3 cases) also had angographcally proven renal FMD. Three of the 4 famles concerned were mpossble to trace, one could not be studed for geographcal reasons and two conssted of two FMD cases wth no lvng relatves. The relatves of the FMD cases n the eght remanng famles were asked to partcpate n a clncal research protocol based on a routne clncal examnaton, together wth arteral echotrackng and blood samplng for DNA extracton and analyss. These eght famles contaned 3 elgble relatves, of whom 26 refused to partcpate, 23 could not be contacted and 7 were wllng to partcpate but could not because of geographcal constrants. The fnal analyss ncluded 47 Caucasan relatves from sx pedgrees studed n detal (Fgure ). These subjects were compared wth 47 normotensve Caucasan control subjects matched for age and sex, who were recruted durng the same perod among the medcal staff members and ther famles. Control subjects known to be hypertensve were excluded. They underwent the same procedures, carred out by the same traned techncans (EB, BL), as FMD patents and relatves. The study was approved by our nsttutonal ethcs commttee (Approval CCPPRB Pars-Cochn # RBM ) and all subjects gave wrtten nformed consent. As prevously descrbed, for a part of ths cohort FMD 004 FMD 008 FMD FMD 25 FMD 074 FMD FMD-YES HT-YES HT-NO HT-UNK Fgure Structure of the sx renal FMD famles. Arteral phenotypc score s presented beneath each subject con. HT: hypertenson; UNK: unknown; FMD: renal fbromuscular dysplasa.
3 (N ¼ 04), each FMD patent underwent a standardzed medcal evaluaton. 6 The procedures followed were n accordance wth nsttutonal gudelnes. Echotrackng measurements Ths nvestgaton was performed n a controlled envronment kept at þ 227C, after the subject had remaned n a recumbent poston for 5 mn. Rght CCA was studed 2 cm beneath the carotd bfurcaton, wth a 7.5 MHz lnear array ultrasound probe (Pe Medcal 350, Maastrcht, The Netherlands) coupled wth an echotrackng system (Walltrack System, Pe Medcal), as descrbed prevously. We frst checked nter-observer reproducblty; the results were then read blnd by two observers (JP, PB), and the arteral phenotypc score was determned as descrbed prevously (Table, Fgure 2). 0 For each patent, relatve and control, we recorded several B-mode mages and RF sgnals graphs, to prevent mage-assocated readng errors. Even f only the measurements on rght CCA are presented n ths work, our echotrackng protocol systematcally ncluded the examnaton of proxmal nternal carotd artery and CCA 2 cm beneath the bfurcaton on both sdes. Moreover, presence of atherosclerotc plaques was systematcally recorded to avod any artfcal ncrease of the score. Statstcal analyss Comparsons of scores. Data were analysed n a generalzed lnear model framework. The arteral phenotypc score s regressed on covarates (sex, age) and to compare scores between groups (famlal vs sporadc cases, relatves vs controlsy), a bnary varable dscrmnatng the groups to be compared s added n the model. When all the ndvduals Table Mode of calculaton of carotd artery echotrackng score Type of abnormalty B mode Double-lne normal pattern (normal blood-ntma and meda-adventta acoustc nterfaces) Dotted pattern (dscontnuous blood-ntma acoustc nterface) Core pattern (dscontnuous addtonal acoustc nterface between the two normal lnes) Trple sgnal pattern (contnuous supernumerary acoustc nterface between the two normal lnes) Radofrequency sgnals Double sgnal (constant normal two-waved acoustc sgnal) Alternaton of double and trple sgnal over successve acqustons Trple sgnal (constant three-wave sgnal correspondng to an addtonal acoustc nterface) Total (range 2 7) A gven ndvdual s characterzed by B-mode score and radofrequency sgnal score. The mnmum score s 2, and the maxmum score s 7. Evdence of arteral wall subclncal lesons n relatves of FMD pedgrees ncluded n the regresson are ndependent (controls, sporadc cases), ths s strctly equvalent to a Student s t-test for comparng mean values of the score n the two groups, adjusted for the covarates. When several related ndvduals are ncluded (multple cases or multple relatves from a partcular famly), tests should account for t. Indeed, as we suspect a famlal correlaton of the score, neglectng the relatedness of the ndvduals would msestmate the varance of the regresson parameters and artfcally ether ncrease or decrease the sgnfcance of the tests. To account for subject relatedness, we used a GEE approach. 2 Brefly, let Y be the vector of score values for all n ndvduals n famly, Y ¼ðY ; ;...; Y ; nþ T where Y ; s the score of ndvdual from famly. Let be the matrx of the K covarates ncluded n the model for famly, ¼ (,y, k ) and k ¼ ð; k... ;n k Þ T where ;n k s the value of the Kth covarate for the n ndvdual of famly. b ¼ðb 0; ; b j; ; b k Þ s the vector of the K regresson parameters. For ndvdual j n famly, our model s: Y j ¼ b 0 þ b ;j þþb k;j k þ e j. EðY Þ¼m ¼ P b j j. The GEE estmator for b s ^b ¼ jp 0 S ~ Þ P 0 S ~ Y where ~S s the workng correlaton matrx of Y. Because we have no model for the famlal dependence of the score, we used the dentty matrx as a workng correlaton matrx n the calculaton of ^b ¼ð P 0 Þ ð P Y Þ. Ths corresponds to a lnear regresson analyss on ndependent observatons where the clusterng of data n famles s preserved. An estmate for the varance of ^b robust to the msspecfcaton of the famlal dependences of the score s varð^bþ ¼! 0 S ~ 0 ~ S! ðy ^m Þðy ^m Þ 0 ~S! 0 S ~ whch, f the dentty matrx s used for ~S ; can be reduced to varð^bþ ¼ 0!! 0 ðy ^m ÞðY ^m Þ 0 0! For each regresson parameter b j we tested the null hypothess. qffffffffffffffffffffffffffffff b j ¼ 0, wth a standard Student s t-test ^bj varð^b j Þ where the robust varance s used. 395
4 Evdence of arteral wall subclncal lesons n relatves of FMD pedgrees 396 Probe Radofrequency sgnal Two-dmensonal study Fgure 2 Echotrackng study showng a trple sgnal of the CCA wall n B-mode scan and n rado frequency mode. In normal arteral wall, ultrasound reflects off of two acoustc nterfaces (blood-ntma and meda-adventta), resultng n two reflected waves on RF graphs and a double-lne pattern on the grey-scale mage generated n two-dmensonal mode. The detecton of a permanent addtonal wave n RF mode (black arrow) and/or of a contnuous supernumerary lne n B-mode (whte arrow) between the two normal lnes s called trple sgnal. Ths pattern s observed n a hgh proporton of FMD patents, and the addtonal nterface corresponds to hstologc medal hyperplasa. Mode of transmsson. We nvestgated the mode of transmsson of renal FMD, usng the arteral score as a surrogate marker, by convertng the score nto a dchotomous trat, usng an optmal threshold of 4 to separate affected and unaffected ndvduals. We plotted recever-operatng characterstc curves, whch showed that a score 44 was assocated wth a maxmum specfcty of 97.8% and a senstvty of 65.9%. Only one control subject (2.%) had a score 44. As famlal cases were selected on the bass of there beng at least two affected cases n the famly, we could not run a classcal segregaton analyss usng the score as a trat. Instead, we based our nference on the transmsson pattern of the trat n offsprng of selected cases. Ths approach s condtonal on the nformaton regardng the selected cases, and s thus unbased even when famles are not selected at random. Results The sx FMD pedgrees contaned two affected tros of ssters and four affected pars (Fgure ). One of the affected tros had only one survvng frstdegree relatve, a brother, whereas the other fve kndreds provded 4 5 relatves spannng 2 3 generatons. Only one proband wth typcal multfocal FMD was male. The clncal and radologcal characterstcs of the famlal and sporadc cases of renal FMD (Table 2) were consstent wth publshed reports of female predomnance and moderate to severe hypertenson. Famlal cases more frequently dsplayed blateral and multfocal lesons than dd sporadc cases. Ten relatves were known to have hypertenson (2%). Cardovascular rsk factors of the four groups are detaled n Table 2. The dstrbuton of arteral phenotypc scores for the 3 probands and affected sblngs of the sx pedgrees studed, the 25 sporadc cases, the 47 relatves and ther matched control subjects s summarzed n Fgure 3. For these 232 subjects, we detected a robust effect of age ð^bage ¼ 0:02 wth P ¼ ), and a small but sgnfcant effect of sex (^bsex ¼ 0:28 and P ¼ 0.024) on arteral score. We therefore compared the scores n the dfferent groups, usng the followng regresson model: y ¼ b 0 þ b age þ b 2 sex þ b 3 group, where group s a bnary varable contrastng the two groups. The mean scores obtaned were 4.8, 4.02, 4.7 and 2.52 for famlal cases, sporadc cases, relatves of famlal cases and controls, respectvely. Table 3 presents the regresson parameters of the model used to compare scores between these groups. It also dsplays the P-value for the test of the null
5 Evdence of arteral wall subclncal lesons n relatves of FMD pedgrees a 4 Famlal FMD cases N = 3 5 FMD frst degree relatve N = 47 b Mean = Mean = 4.7 Number 2 Number c 25 Sporadc FMD cases N = 25 d 30 Control subjects N = Mean = Mean = 2.52 Number Number Fgure 3 Arteral phenotypc score dstrbuton for the 3 probands and affected sbs of the sx affected famles (a), ther 47 relatves (b), 25 sporadc cases of renal FMD (c) and controls matched to the relatves (d). Table 2 Clncal and radologcal characterstcs of Caucasan famlal and sporadc FMD cases, relatves and controls Sporadc cases Famlal cases Relatves Controls (n ¼ 25) (n ¼ 3) (n ¼ 47) (n ¼ 47) Age (years) Sex (% female) Blateral renal FMD (%) Multfocal lesons (%) Systolc BP (mm Hg) Dastolc BP (mm Hg) Hypertenson (%) BMI (kg/m 2 ) Smokng habt (%) Dyslpdema (%) Dabetes (%) Abbrevatons: BMI, body mass ndex; BP, blood pressure (before any treatment n famlal and sporadc cases); FMD, fbromuscular dysplasa. Data are expressed as mean7s.d. hypothess b 3 ¼ 0, correspondng to the comparson of mean scores adjusted for age and sex and corrected for famly clusterng. The scores of sporadc and famlal cases dffer wth statstcally nonsgnfcant trends (P ¼ 0.07), but both were sgnfcantly hgher than n controls (Po0 5 ). Relatves had sgnfcantly lower scores than dd famlal cases (P ¼ 0.04), but these scores dd not dffer sgnfcantly from those obtaned for sporadc cases (P ¼ 0.4). These results were not ntutve when mean scores were compared (.e. 4.8 vs 4.02, P ¼ 0.07; 4.8 vs 4.7, P ¼ 0.04), hghlghtng the mportance of correctng for famlal structure. Very nterestngly, scores n controls are sgnfcantly smaller than scores n relatves (Po0 5 ). Age dfferences between groups dd not confound the observed dfferences n scores. After splttng the populaton accordng to the medan of age of propostus, we performed an analyss of varance ncludng a populaton term (famlal, relatves, sporadc cases or controls), and an age term (below and above medan). Although ths analyss confrmed hgher scores n FMD patents, we dd not observe any nfluence of age, nor nteracton wth populaton term. There was no ndcaton that dfferent levels of atheroscleross could have affected our results. As
6 Evdence of arteral wall subclncal lesons n relatves of FMD pedgrees 398 Table 3 Regresson of score on age, sex and group, usng the GEE Regresson coeffcent P-value Groups (0 vs ) Intercept b 2 (s.d.) Age b (s.d.) Sex b 2 (s.d.) Group b 3 (s.d.) Group test b 3 ¼ 0 Sporadc cases vs famlal cases 2.88 (0.52) 0.02 (0.005) 0.38 (0.23) 0.73 (0.4) 0.07 Controls vs relatves.97 (0.56) 0.0 (0.009) 0.09 (0.34).64 (0.30) o0 5 Relatves vs famlal cases 3.8 (0.5) 0.02 (0.004) 0.07 (0.23) 0.52 (0.2) 0.04 Relatves vs sporadc cases 3.2 (0.36) 0.02 (0.005) (0.22) 0.7 (0.2) 0.40 Controls vs famlal cases 2.07 (0.69) (0.04) 0.2 (0.45) 2.33 (0.45) o0 5 Controls vs sporadc cases.70 (0.3) 0.02 (0.005) 0.0 (0.20).50 (0.8) o0 5 Abbrevatons: GEE, generalzed estmatng equaton; s.d., standard devaton. Values of estmated regresson parameters and assocated s.d. and P-value of the t-test for group coeffcent b 3 ¼ 0. Model s y ¼ b 0 þ b ageþb 2 sexþb 3 group, where group s 0 or. hypertenson may have been correlated wth ncreased ntma-meda thckness (IMT), and possbly wth a falsely hgh score, we assessed the nfluence of hypertenson on the scores of relatves of famlal cases (wth the model: y ¼ a þ b age þ b 2 sex þ b 3 HT). No sgnfcant effect was detected (P-value of b 3 test ¼ 0.32). In addton, the four groups were not dfferent concernng the ncdence of smokng habt and dyslpdema as well as for ther mean body mass ndex. Only, presence of dabetes melltus was more often present n famlal cases and relatves than n sporadc cases and control populaton (P ¼ 0.04, w 2 test). Its hgher frequency n FMD patents (7.5%) and ther relatves (8.5%) s probably a spurous fndng observed because of the observaton of a small number of famles. Subtracton of these subjects n the statstcal analyss dd not change the results. Fnally, we determned f our data were consstent wth the domnant nhertance pattern suggested by prevous reports. Our nferences on the mode of transmsson of the trat score 44 were based on condtonal nformaton for the selected cases and focused on the sbshps of subjects wth a score 44. Data were avalable for 23 chldren from subjects wth a score 44. Based on score phenotype, 2 of these chldren were affected (0.52), a proporton not sgnfcantly dfferent from the 0.50 expected for a fully penetrant domnant model, condtonal on one parent beng affected. We therefore dd not reject the hypothess of an autosomal-domnant transmsson. Dscusson Ths study s the frst to demonstrate the famlal clusterng of arteral lesons n FMD. Besdes the many case reports of renal FMD n twns or frstdegree relatves (manly ssters), the only prevous evdence for the exstence of famlal forms of renal FMD was provded by a large study n whch the dagnoss was suggested on the bass of medcal charts or ntervews and n whch relatves were consdered to carry the trat f they were known to have suffered varous condtons such as myocardal nfarcton or perpheral artery occlusve dsease. 7,3 6 We provde further evdence that FMD s a systemc, nhertable dsease, based on the use of echotrackng arteral score as a surrogate marker of renal FMD to characterze the genetc component of the dsease. In a prevous case control study of 70 renal FMD patents and control subjects matched for sex, age and blood pressure, we prevously showed that echotrackng score at the CCA was strongly assocated wth angographc phenotype. A score 43 was assocated wth an odds rato of 2.9 of havng renal FMD. Scorng was shown to be reproducble by the blnd, duplcate readng of 25 recordngs at 6-month ntervals, by three ndependent readers, provdng a correlaton coeffcent of A smlarly strngent protocol was appled to ths famlal study. The same traned techncans studed all subjects, usng the same procedures, wthn the same perod, and the same experenced readers determned scores after another thorough evaluaton of reproducblty. Thus, the strong and sgnfcant ncrease n CCA score observed for relatves of FMD patents probably dd not result from techncal bas. As famlal cases of medal FMD were prevously demonstrated to exhbt sgnfcantly more blateral and multfocal renal artery lesons than n sporadc cases, 6 the hypothess rased that famlal forms could represent a sub-entty of the dsease. We therefore focused on ther frst-degree relatve s arteral phenotype. FMD relatves had hghly abnormal CCA scores, wth a mean value almost twce that for controls matched for age and sex and smlar to that obtaned for establshed sporadc cases of FMD. Eleven of the 47 FMD relatves were known to be hypertensve. A systematc FMD screenng programme has been ntated n these relatves and should provde nsght nto the relatonshp between abnormal CCA score and renal FMD. Hypertenson per se does not seem to affect arteral score, as shown n our prevous study, n whch FMD cases were compared wth essental hypertenson patents matched for age and sex. 0 In addton,
7 the arteral score for ths lmted number of relatves was smlar for hypertensve and normotensve subjects (mean scores: 4.04 (2 6.83) vs 4.7 ( , P ¼ 0.4)). We therefore beleve that these results provde a strong ndcaton of arteral wall structure dsturbance n famles wth FMD. As the data provded by the sx pedgrees were nsuffcent to determne the mode of nhertance n a classcal segregaton analyss approach, we decded to compare mean scores n a generalzed lnear model, usng GEE-based estmates of regresson parameters and GEE-based parameter testng. Ths framework made t possble to take nto account the non-ndependence of score values between related ndvduals and to adjust for age and sex, despte the small effects of these factors. When several related ndvduals are ncluded n an analyss, neglectng the relatedness of the ndvduals tends to lead to msestmaton of the varance of the parameters, artfcally ncreasng or decreasng the sgnfcance of the test. In addton, GEEs make no assumptons about the dstrbuton of the trat and GEE estmates are robust to even severe dependence msspecfcaton. 2 For example, whereas the corrected test for score dfference between sporadc and famlal cases was not sgnfcant (P ¼ 0.07), a non-corrected test would have been sgnfcant (P ¼ 0.09 for a classcal lnear regresson parameter t-test). Conversely, the corrected test contrastng scores n relatves and famlal cases was sgnfcant (P ¼ 0.04), whereas a non-corrected test would not have been sgnfcant (P ¼ 0.8). Thus, famly structure modelng has a large mpact on the results obtaned, justfyng the use of a specfc statstcal approach. The selecton crtera appled n ths study, wth only relatves from famles wth at least two renal FMD cases ncluded, precluded classcal segregaton analyss, as too many data were mssng. Furthermore, the strength of selecton may have been even stronger because we cannot rule out the possblty that the sx famles agreeng to partcpate n ths extended study of relatves were more strongly affected than others or represented a partcular subset of FMD famles. Nonetheless, the hgher mean arteral score n relatves than n controls and the lower score n relatves than n famlal cases suggested a possble Mendelan dstrbuton of hgh scores n relatves. Based on condtonal nformaton for the selected cases n the famles, the pattern of segregaton of a score 44 n pedgrees was consstent wth an autosomaldomnant model of nhertance. Together the results of excess score n relatves, transmsson pattern and specfcty of the famlal FMD forms suggest a possble monogenc sub-entty of FMD assocated wth a hgh score. However, we cannot rule out that FMD s a heterogeneous multfactoral dsease wth a genetc component as suggested by Schevnk et al. 7 n cervcal artery dssectons. Evdence of arteral wall subclncal lesons n relatves of FMD pedgrees Perspectves Vascular remodelng may result from common alteratons, such as atheroscleross, or more specfc genetc vascular dsorders. IMT has been shown to be hertable and useful for mappng genes nfluencng ths trat. 8 In monogenc connectve tssue dseases (Marfan, Wllams Beuren and vascular Ehlers Danlos syndromes), precse characterzaton of the arteral phenotype has hghlghted the role of extracellular matrx sgnalng n vascular wall structure. 9 2 Our results, based on the use of an arteral score n renal FMD, provde strong evdence that FMD s a systemc nhertable dsease. The use of ths score as a surrogate trat for genetc lnkage studes wll requre ts valdaton n a larger number of famles. Moreover, the comparson between relatves scores of sporadc cases wth asymptomatc relatves of famlal cases could be proposed prevously to renforce the hypothess of a domnant mode of nhertance of the trat. Ths study also has clncal mplcatons. A score 44 n a relatve of a famlal FMD patent should lead the physcan to suspect renal FMD. We have shown that the specfcty and senstvty of carotd score are n the range of gold standards for the detecton of renal FMD n selected patents. 0,22,23 Prospectve evaluaton, usng ths score, would therefore be proposed as the determnaton of ths score s a non-nvasve test that could be used to dentfy patents lkely to have renal FMD. A complete dagnostc procedure n hypertensve What s known about ths topc K Medal renal artery FMD s a rare, non-atherosclerotc, nonnflammatory vascular dsease wth stenoses and saccular aneurysms. It may lead to renovascular hypertenson when stenoses are severe. K We have prevously shown that medal FMD may present as a famlal dsease n about 6% of cases. It has also been suggested that FMD s transmtted as an autosomal-domnant dsease wth ncomplete penetrance and varable clncal symptoms. K In a prevous study, we demonstrated that an elevated echotrackng score at the common carotd artery ste was strongly assocated (OR ¼ 2.9) wth sporadc medal FMD patents compared wth matched control subjects. What ths study adds K In ths study, we perform a segregaton analyss n sx famles, treatng arteral score as a dchotomous trat and usng a GEE approach, whch takes nto account the clusterng of data n famles. K We found evdence of arteral wall subclncal lesons n relatves of FMD pedgrees. The threshold was optmzed usng ROC curves and we found that dstrbuton of score 44 was consstent wth autosomal-domnant transmsson of the trat. K We provde here further evdence that FMD may be a systemc, nhertable dsease, based on the use of echotrackng arteral score as a surrogate marker of renal FMD to characterze the genetc component of the dsease. Abbrevatons: FMD, fbromuscular dysplasa; GEE, generalzed estmatng equaton; OR, odds rato; ROC, recever operatng characterstc. 399
8 400 ndvduals related to patents wth renal FMD, regardless of arteral score, could serve as the frst step n such an evaluaton. It remans unclear how normotensve relatves wth hgh echotrackng scores should be nvestgated, because subclncal renal FMD lesons are known to predspose the subject to early hypertenson. 24,25 Conflct of Interest None. Acknowledgements Ths study was sponsored by funds from INSERM (Insttut Natonal de la Santé et de la Recherche Médcale), Assstance Publque - Hôptaux de Pars Assocaton Naturala and Bologa, Agence Natonale pour la Recherche (ANR) and from the Programme Natonal de Recherche Cardovasculare (PNRC). Jérôme Perdu holds grants from the Fondaton pour la Recherche Médcale (FRM), the Fond d Études et de Recherche du Corps Médcal (FERCM) of Assstance Publque Hôptaux de Pars, the Socété Françase d Hypertenson Artérelle (SFHTA) and receved the Socété Françase de Cardologe (SFC) and Pfzer laboratores Award. We thank the techncal staff of the laboratory of Molecular Genetcs and the Clncal Investgaton Center at HEGP and Jule Sappa for edtng the paper. References Evdence of arteral wall subclncal lesons n relatves of FMD pedgrees Stanley JC. Renal artery fbrodysplasa. In: Novck A, Scoble J, Hamlton G (eds). Renal Vascular Dsease. Saunders: London, UK, 996, pp Kncad OW, Davs GD, Hallermann FJ, Hunt JC. Fbromuscular dysplasa of the renal arteres: arterographc features, classfcaton, and observatons on natural hstory of the dsease. Am J Roentgenol 968; 04: Luscher TF, Le JT, Stanson AW, Houser OW, Holler LH, Sheps SG. Arteral fbromuscular dysplasa. Mayo Cln Proc 987; 62: Sang CN, Whelton PK, Hamper UM, Connolly M, Kadr S, Whte RI et al. Etologc factors n renovascular fbromuscular dysplasa. Hypertenson 989; 4: Bofnger A, Hawley C, Fsher P, Daunt N, Stowasser M, Gordon R. Increased severty of multfocal renal arteral fbromuscular dysplasa n smokers. J Hum Hypertens 999; 3: Panner-Moreau I, Grmbert P, Fquet-Kempf B, Vuagnat A, Jeunematre, Corvol P et al. Possble famlal orgn of multfocal renal artery fbromuscular dysplasa. J Hypertens 997; 5: Rushton AR. The genetcs of fbromuscular dysplasa. Arch Intern Med 980; 40: Gladsten K, Rushton AR, Kdd KK. Penetrance estmates and recurrence rsks for fbromuscular dysplasa. Cln Genet 980; 7: Vasbnder GB, Nelemans PJ, Kessels AG, Kroon AA, Mak JH, Lener T et al. Accuracy of computed tomographc angography and magnetc resonance angography for dagnosng renal artery stenoss. Ann Intern Med 2004; 4: Boutouyre P, Gmenez-Roqueplo AP, Fne E, Laloux B, Fquet-Kempf B, Ploun PF et al. Evdence for carotd and radal artery wall subclncal lesons n renal fbromuscular dysplasa. J Hypertens 2003; 2: Hoeks AP, Wllekes C, Boutouyre P, Brands PJ, Wllgers JM, Reneman RN. Automated detecton of local artery wall thckness based on M-lne sgnal processng. Ultrasound Med Bol 997; 23: Lang KY, Zeger SL. Longtudnal analyss usng generalzed lnear models. Bometrka 986; 73: Major P, Genest J, Carter P, Kuchel O. Heredtary fbromuscular dysplasa wth renovascular hypertenson. Ann Intern Med 977; 86: Mormoto S, Kuroda M, Uchda K, Funatsu T, Yamamoto I, Hashba T et al. Occurrence of renovascular hypertenson n two ssters. Nephron 976; 7: Bgazz R, Banch S, Qulc N, Salvador R, Baldar G. Blateral fbromuscular dysplasa n dentcal twns. Am J Kdney Ds 998; 32: E4. 6 Halpern MH, Sanford HS, Vamonte Jr M. Penetrance estmates and recurrence rsks for fbromuscular hyperplasa of the renal arteres. Acta Med Scand 965; 94: Schevnk WI, Wjdcks EF, Mchels VV, Vockley J, Godfrey M. Hertable connectve tssue dsorders n cervcal artery dssectons: a prospectve study. Neurology 998; 50: Mtchell GF, DeStefano AL, Larson MG, Benjamn EJ, Chen MH, Vasan RS et al. Hertablty and a genomewde lnkage for arteral stffness, wave reflecton, and mean arteral pressure. The Framngham Heart Study. Crculaton 2005; 2: Jondeau G, Boutouyre P, Lacolley P, Laloux B, Bourdaras JP, Laurent S. Central pulse pressure s a major determnant of ascendng aorta dlataton n Marfan syndrome. Crculaton 999; 99: Boutouyre P, German DP, Fessnger JN, Laloux B, Perdu J, Laurent S. Increased carotd wall stress n vascular Ehlers Danlos syndrome. Crculaton 2004; 09: Laurent S, Boutouyre P, Lacolley P. Structural and genetc bases of arteral stffness. Hypertenson 2005; 45: Johansson M, Jensen G, Aurell M, Frberg P, Herltz H, Klngensterna H et al. Evaluaton of duplex ultrasound and captoprl renography for detecton of renovascular hypertenson. Kdney Int 2000; 58: Claudon M, Ploun PF, Baxter GM, Rohban T, Devos DM. Renal arteres n patents at rsk of renal arteral stenoss: multcenter evaluaton of the echo-enhancer SH U 508A at color and spectral Doppler US. Levovst Renal Artery Stenoss Study Group. Radology 2000; 24: Cragg AH, Smth TP, Thomson BH, Maroney TP, Stanson AW, Shaw GT et al. Incdental fbromuscular dysplasa n potental renal donors: long-term clncal follow-up. Radology 989; 72: Rech SB, Rley III JC, Chrstopher RA, Walker LA, Evertt JH. Changes n the pulse wave form wth flow through vessels wth repettve saccular dlatatons and stenoss. Invest Radol 975; 0:
Parameter Estimates of a Random Regression Test Day Model for First Three Lactation Somatic Cell Scores
Parameter Estmates of a Random Regresson Test Day Model for Frst Three actaton Somatc Cell Scores Z. u, F. Renhardt and R. Reents Unted Datasystems for Anmal Producton (VIT), Hedeweg 1, D-27280 Verden,
More informationModeling Multi Layer Feed-forward Neural. Network Model on the Influence of Hypertension. and Diabetes Mellitus on Family History of
Appled Mathematcal Scences, Vol. 7, 2013, no. 41, 2047-2053 HIKARI Ltd, www.m-hkar.com Modelng Mult Layer Feed-forward Neural Network Model on the Influence of Hypertenson and Dabetes Melltus on Famly
More informationRENAL FUNCTION AND ACE INHIBITORS IN RENAL ARTERY STENOSISA/adbon et al. 651
Downloaded from http://ahajournals.org by on January, 209 RENAL FUNCTION AND INHIBITORS IN RENAL ARTERY STENOSISA/adbon et al. 65 Downloaded from http://ahajournals.org by on January, 209 Patents and Methods
More informationTHE NATURAL HISTORY AND THE EFFECT OF PIVMECILLINAM IN LOWER URINARY TRACT INFECTION.
MET9401 SE 10May 2000 Page 13 of 154 2 SYNOPSS MET9401 SE THE NATURAL HSTORY AND THE EFFECT OF PVMECLLNAM N LOWER URNARY TRACT NFECTON. L A study of the natural hstory and the treatment effect wth pvmecllnam
More informationCopy Number Variation Methods and Data
Copy Number Varaton Methods and Data Copy number varaton (CNV) Reference Sequence ACCTGCAATGAT TAAGCCCGGG TTGCAACGTTAGGCA Populaton ACCTGCAATGAT TAAGCCCGGG TTGCAACGTTAGGCA ACCTGCAATGAT TTGCAACGTTAGGCA
More informationInternational Journal of Emerging Technologies in Computational and Applied Sciences (IJETCAS)
Internatonal Assocaton of Scentfc Innovaton and Research (IASIR (An Assocaton Unfyng the Scences, Engneerng, and Appled Research Internatonal Journal of Emergng Technologes n Computatonal and Appled Scences
More informationKOUJI KAJINAMI, MD,*t HIROYASU SEKI, MD,t NOBORU TAKEKOSHI, MD,t HIROSHI MABUCHI, MD* Kanazawa, Japan
JACC Vol. 26, No. 5 209 November I, 995:209-2 Nonnvasve Predcton of Coronary Atheroscleross by Quantfcaton of Coronary Artery Calcfcaton Usng Electron Beam Computed Tomography: Comparson Wth Electrocardographc
More informationJoint Modelling Approaches in diabetes research. Francisco Gude Clinical Epidemiology Unit, Hospital Clínico Universitario de Santiago
Jont Modellng Approaches n dabetes research Clncal Epdemology Unt, Hosptal Clínco Unverstaro de Santago Outlne 1 Dabetes 2 Our research 3 Some applcatons Dabetes melltus Is a serous lfe-long health condton
More informationNational Polyp Study data: evidence for regression of adenomas
5 Natonal Polyp Study data: evdence for regresson of adenomas 78 Chapter 5 Abstract Objectves The data of the Natonal Polyp Study, a large longtudnal study on survellance of adenoma patents, s used for
More informationAssociation between cholesterol and cardiac parameters.
Short communcaton http://www.alledacademes.org/cholesterol-and-heart-dsease/ Assocaton between cholesterol and cardac parameters. Rabndra Nath Das* Department of Statstcs, The Unversty of Burdwan, Burdwan,
More informationThough classically rare, dissections of extracranial
11 Duplex Scannng n Extracranal Vertebral Artery Dssecton Perre-Jean Touboul, MD, Jean-Lous Mas, MD, Mare-Germane Bousser, MD, and Domnque Laplane, MD Ultrasonc (duplex scannng and contnuous-wave Doppler)
More informationTHIS IS AN OFFICIAL NH DHHS HEALTH ALERT
THIS IS AN OFFICIAL NH DHHS HEALTH ALERT Dstrbuted by the NH Health Alert Network Health.Alert@dhhs.nh.gov August 26, 2016 1430 EDT (2:30 PM EDT) NH-HAN 20160826 Recommendatons for Accurate Dagnoss of
More informationEconomic crisis and follow-up of the conditions that define metabolic syndrome in a cohort of Catalonia,
Economc crss and follow-up of the condtons that defne metabolc syndrome n a cohort of Catalona, 2005-2012 Laa Maynou 1,2,3, Joan Gl 4, Gabrel Coll-de-Tuero 5,2, Ton Mora 6, Carme Saurna 1,2, Anton Scras
More informationPrediction of Total Pressure Drop in Stenotic Coronary Arteries with Their Geometric Parameters
Tenth Internatonal Conference on Computatonal Flud Dynamcs (ICCFD10), Barcelona, Span, July 9-13, 2018 ICCFD10-227 Predcton of Total Pressure Drop n Stenotc Coronary Arteres wth Ther Geometrc Parameters
More informationA GEOGRAPHICAL AND STATISTICAL ANALYSIS OF LEUKEMIA DEATHS RELATING TO NUCLEAR POWER PLANTS. Whitney Thompson, Sarah McGinnis, Darius McDaniel,
A GEOGRAPHICAL AD STATISTICAL AALYSIS OF LEUKEMIA DEATHS RELATIG TO UCLEAR POWER PLATS Whtney Thompson, Sarah McGnns, Darus McDanel, Jean Sexton, Rebecca Pettt, Sarah Anderson, Monca Jackson ABSTRACT:
More informationLength of Hospital Stay After Acute Myocardial Infarction in the Myocardial Infarction Triage and Intervention (MITI) Project Registry
JACC Vol. 28, No. 2 287 CLINICAL STUDIES MYOCARDIAL INFARCTION Length of Hosptal Stay After Acute Myocardal Infarcton n the Myocardal Infarcton Trage and Interventon (MITI) Project Regstry NATHAN R. EVERY,
More informationThe Limits of Individual Identification from Sample Allele Frequencies: Theory and Statistical Analysis
The Lmts of Indvdual Identfcaton from Sample Allele Frequences: Theory and Statstcal Analyss Peter M. Vsscher 1 *, Wllam G. Hll 2 1 Queensland Insttute of Medcal Research, Brsbane, Australa, 2 Insttute
More informationModeling the Survival of Retrospective Clinical Data from Prostate Cancer Patients in Komfo Anokye Teaching Hospital, Ghana
Internatonal Journal of Appled Scence and Technology Vol. 5, No. 6; December 2015 Modelng the Survval of Retrospectve Clncal Data from Prostate Cancer Patents n Komfo Anokye Teachng Hosptal, Ghana Asedu-Addo,
More informationAppendix F: The Grant Impact for SBIR Mills
Appendx F: The Grant Impact for SBIR Mlls Asmallsubsetofthefrmsnmydataapplymorethanonce.Ofthe7,436applcant frms, 71% appled only once, and a further 14% appled twce. Wthn my data, seven companes each submtted
More information(From the Gastroenterology Division, Cornell University Medical College, New York 10021)
ROLE OF HEPATIC ANION-BINDING PROTEIN IN BROMSULPHTHALEIN CONJUGATION* BY N. KAPLOWITZ, I. W. PERC -ROBB,~ ANn N. B. JAVITT (From the Gastroenterology Dvson, Cornell Unversty Medcal College, New York 10021)
More informationUsing the Perpendicular Distance to the Nearest Fracture as a Proxy for Conventional Fracture Spacing Measures
Usng the Perpendcular Dstance to the Nearest Fracture as a Proxy for Conventonal Fracture Spacng Measures Erc B. Nven and Clayton V. Deutsch Dscrete fracture network smulaton ams to reproduce dstrbutons
More informationINITIAL ANALYSIS OF AWS-OBSERVED TEMPERATURE
INITIAL ANALYSIS OF AWS-OBSERVED TEMPERATURE Wang Yng, Lu Xaonng, Ren Zhhua, Natonal Meteorologcal Informaton Center, Bejng, Chna Tel.:+86 684755, E-mal:cdcsjk@cma.gov.cn Abstract From, n Chna meteorologcal
More informationThe Influence of the Isomerization Reactions on the Soybean Oil Hydrogenation Process
Unversty of Belgrade From the SelectedWorks of Zeljko D Cupc 2000 The Influence of the Isomerzaton Reactons on the Soybean Ol Hydrogenaton Process Zeljko D Cupc, Insttute of Chemstry, Technology and Metallurgy
More informationWhat Determines Attitude Improvements? Does Religiosity Help?
Internatonal Journal of Busness and Socal Scence Vol. 4 No. 9; August 2013 What Determnes Atttude Improvements? Does Relgosty Help? Madhu S. Mohanty Calforna State Unversty-Los Angeles Los Angeles, 5151
More informationAppendix for. Institutions and Behavior: Experimental Evidence on the Effects of Democracy
Appendx for Insttutons and Behavor: Expermental Evdence on the Effects of Democrac 1. Instructons 1.1 Orgnal sessons Welcome You are about to partcpate n a stud on decson-makng, and ou wll be pad for our
More informationNormal variation in the length of the luteal phase of the menstrual cycle: identification of the short luteal phase
Brtsh Journal of Obstetrcs and Gvnaecologjl July 1984, Vol. 9 1, pp. 685-689 Normal varaton n the length of the luteal phase of the menstrual cycle: dentfcaton of the short luteal phase ELIZABETH A. LENTON,
More informationAn Introduction to Modern Measurement Theory
An Introducton to Modern Measurement Theory Ths tutoral was wrtten as an ntroducton to the bascs of tem response theory (IRT) modelng and ts applcatons to health outcomes measurement for the Natonal Cancer
More informationDecreased Nailfold Capillary Density in Limited Scleroderma with Pulmonary Hypertension. and a longer disease duration. 3,4
j :1.1 4 1, t j f ASAN PACFC JOURNAL OF ALLERGY AND MMUNOLOGY (1998) 16: 81-86 Decreased Nalfold Capllary Densty n Lmted Scleroderma wth Pulmonary Hypertenson t r Yang Y. Ong, Tony Nkoloutsopoulos, Coln
More informationJ. H. Rohrer, S. H. Baron, E. L. Hoffman, D. V. Swander
2?Hr a! A Report of Research on o ^^ -^~" r" THE STABILITY OF AUTOKINETIC JUDGMENTS J. H. Rohrer, S. H. Baron, E. L. Hoffman, D. V. Swander A techncal report made under ONR Contract Nonr-475(01) between
More informationEXAMINATION OF THE DENSITY OF SEMEN AND ANALYSIS OF SPERM CELL MOVEMENT. 1. INTRODUCTION
JOURNAL OF MEDICAL INFORMATICS & TECHNOLOGIES Vol.3/00, ISSN 64-6037 Łukasz WITKOWSKI * mage enhancement, mage analyss, semen, sperm cell, cell moblty EXAMINATION OF THE DENSITY OF SEMEN AND ANALYSIS OF
More informationA MIXTURE OF EXPERTS FOR CATARACT DIAGNOSIS IN HOSPITAL SCREENING DATA
Journal of Theoretcal and Appled Informaton Technology 2005 ongong JATIT & LLS ISSN: 1992-8645 www.jatt.org E-ISSN: 1817-3195 A MIXTURE OF EXPERTS FOR CATARACT DIAGNOSIS IN HOSPITAL SCREENING DATA 1 SUNGMIN
More informationA Meta-Analysis of the Effect of Education on Social Capital
A Meta-Analyss of the Effect of Educaton on Socal Captal Huang Jan ** "Scholar" Research Center for Educaton and Labor Market Department of Economcs, Unversty of Amsterdam and Tnbergen Insttute by Henrëtte
More informationSMALL AREA CLUSTERING OF CASES OF PNEUMOCOCCAL BACTEREMIA.
SMALL AREA CLUSTERING OF CASES OF PNEUMOCOCCAL BACTEREMIA. JP Metlay, MD, PhD T Smth, PhD N Kozum, PhD C Branas, PhD E Lautenbach, MD NO Fshman, MD PH Edelsten, MD Center for Health Equty Research and
More informationPredicting rupture, death and dissection : the natural history of thoracic aortic disease
Yale Unversty ElScholar A Dgtal Platform for Scholarly Publshng at Yale Yale Medcne Thess Dgtal Lbrary School of Medcne 200 Predctng rupture, death and dssecton : the natural hstory of thoracc aortc dsease
More information310 Int'l Conf. Par. and Dist. Proc. Tech. and Appl. PDPTA'16
310 Int'l Conf. Par. and Dst. Proc. Tech. and Appl. PDPTA'16 Akra Sasatan and Hrosh Ish Graduate School of Informaton and Telecommuncaton Engneerng, Toka Unversty, Mnato, Tokyo, Japan Abstract The end-to-end
More informationPrice linkages in value chains: methodology
Prce lnkages n value chans: methodology Prof. Trond Bjorndal, CEMARE. Unversty of Portsmouth, UK. and Prof. José Fernández-Polanco Unversty of Cantabra, Span. FAO INFOSAMAK Tangers, Morocco 14 March 2012
More informationSparse Representation of HCP Grayordinate Data Reveals. Novel Functional Architecture of Cerebral Cortex
1 Sparse Representaton of HCP Grayordnate Data Reveals Novel Functonal Archtecture of Cerebral Cortex X Jang 1, Xang L 1, Jngle Lv 2,1, Tuo Zhang 2,1, Shu Zhang 1, Le Guo 2, Tanmng Lu 1* 1 Cortcal Archtecture
More informationConcentration of teicoplanin in the serum of adults with end stage chronic renal failure undergoing treatment for infection
Journal of Antmcrobal Chemotherapy (1996) 37, 117-121 Concentraton of tecoplann n the serum of adults wth end stage chronc renal falure undergong treatment for nfecton A. MercateUo'*, K. Jaber*, D. Hfflare-Buys*,
More informationAUTOMATED DETECTION OF HARD EXUDATES IN FUNDUS IMAGES USING IMPROVED OTSU THRESHOLDING AND SVM
AUTOMATED DETECTION OF HARD EXUDATES IN FUNDUS IMAGES USING IMPROVED OTSU THRESHOLDING AND SVM Wewe Gao 1 and Jng Zuo 2 1 College of Mechancal Engneerng, Shangha Unversty of Engneerng Scence, Shangha,
More informationAre National School Lunch Program Participants More Likely to be Obese? Dealing with Identification
Are Natonal School Lunch Program Partcpants More Lkely to be Obese? Dealng wth Identfcaton Janet G. Peckham Graduate Student, Clemson Unversty (jgemml@clemson.edu) Jaclyn D. Kropp Assstant Professor, Clemson
More informationHIV/AIDS-related Expectations and Risky Sexual Behavior in Malawi
Unversty of Pennsylvana ScholarlyCommons PSC Workng Paper Seres 7-29-20 HIV/AIDS-related Expectatons and Rsky Sexual Behavor n Malaw Adelne Delavande RAND Corporaton, Nova School of Busness and Economcs
More informationIntroduction ORIGINAL RESEARCH
ORIGINAL RESEARCH Assessng the Statstcal Sgnfcance of the Acheved Classfcaton Error of Classfers Constructed usng Serum Peptde Profles, and a Prescrpton for Random Samplng Repeated Studes for Massve Hgh-Throughput
More informationIntegration of sensory information within touch and across modalities
Integraton of sensory nformaton wthn touch and across modaltes Marc O. Ernst, Jean-Perre Brescan, Knut Drewng & Henrch H. Bülthoff Max Planck Insttute for Bologcal Cybernetcs 72076 Tübngen, Germany marc.ernst@tuebngen.mpg.de
More informationPhysical Model for the Evolution of the Genetic Code
Physcal Model for the Evoluton of the Genetc Code Tatsuro Yamashta Osamu Narkyo Department of Physcs, Kyushu Unversty, Fukuoka 8-856, Japan Abstract We propose a physcal model to descrbe the mechansms
More informationIMPROVING THE EFFICIENCY OF BIOMARKER IDENTIFICATION USING BIOLOGICAL KNOWLEDGE
IMPROVING THE EFFICIENCY OF BIOMARKER IDENTIFICATION USING BIOLOGICAL KNOWLEDGE JOHN H. PHAN The Wallace H. Coulter Department of Bomedcal Engneerng, Georga Insttute of Technology, 313 Ferst Drve Atlanta,
More informationI I I I I I I I I I I I 60
EFFECT OF AGE, STAGE OF LACTATON, MLK YELD AND HEALTH EVENTS ON LENGTH OF PRODUCTVE LFE N SWEDSH DARY CATTLE ASSESSED BY SURVVAL ANALYSS. P.A. Oltenacu l, J. Carvalhera, U. Emanuelson 2 and V. Ducrocq
More informationHYPEIIGLTCAEMIA AS A MENDELIAN P~ECESSIVE CHAI~ACTEP~ IN MICE.
HYPEGLTCAEMA AS A MENDELAN P~ECESSVE CHA~ACTEP~ N MCE. BY P. J. CAM~CDGE, M.D. (LEND.), 32 Nottngham Place, Ma~'y~ebone, London, W, 1, AND H. A. H. {OWAZD, B.So. (Lol, m.). h'~ the course of an nvestgaton
More informationRecent Trends in U.S. Breast Cancer Incidence, Survival, and Mortality Rates
Recent Trends n U.S. Breast Cancer Incdence, Survval, and Mortalty Rates Kenneth C. Chu, Robert E. Tarone, Larry G. Kessler, Lynn A. G. Res, Benjamn F. Hankey, Banj A. Mller, Brenda K. Edwards* Background:
More informationThis article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and
Ths artcle appeared n a journal publshed by Elsever. The attached copy s furnshed to the author for nternal non-commercal research and educaton use, ncludng for nstructon at the authors nsttuton and sharng
More informationValidation of the Gravity Model in Predicting the Global Spread of Influenza
Int. J. Envron. Res. Publc Health 2011, 8, 3134-3143; do:10.3390/jerph8083134 OPEN ACCESS Internatonal Journal of Envronmental Research and Publc Health ISSN 1660-4601 www.mdp.com/journal/jerph Artcle
More informationCONSTRUCTION OF STOCHASTIC MODEL FOR TIME TO DENGUE VIRUS TRANSMISSION WITH EXPONENTIAL DISTRIBUTION
Internatonal Journal of Pure and Appled Mathematcal Scences. ISSN 97-988 Volume, Number (7), pp. 3- Research Inda Publcatons http://www.rpublcaton.com ONSTRUTION OF STOHASTI MODEL FOR TIME TO DENGUE VIRUS
More informationLeukemia in Polycythemia Vera. Relationship to Splenic Myeloid Metaplasia and Therapeutic Radiation Dose
Leukema n Polycythema Vera Relatonshp to Splenc Myelod Metaplasa and Therapeutc Radaton Dose JOHN H. LAWRENCE, M.D., D.SC, F.A.C.P., H. S. WINCHELL, M.D., PH.D., F.A.CP., and W. G. DONALD, M.D., F.A.C.P.
More informationBalanced Query Methods for Improving OCR-Based Retrieval
Balanced Query Methods for Improvng OCR-Based Retreval Kareem Darwsh Electrcal and Computer Engneerng Dept. Unversty of Maryland, College Park College Park, MD 20742 kareem@glue.umd.edu Douglas W. Oard
More informationUsing Past Queries for Resource Selection in Distributed Information Retrieval
Purdue Unversty Purdue e-pubs Department of Computer Scence Techncal Reports Department of Computer Scence 2011 Usng Past Queres for Resource Selecton n Dstrbuted Informaton Retreval Sulleyman Cetntas
More informationSupplemental Material can be found at:
methods Lposcale: a novel advanced lpoproten test based on 2D dffuson-ordered 1 H NMR spectroscopy Roger Mallol, 1, *,, Núra Amgó, *,, Mguel A. Rodríguez,, ** Mercedes Heras,, Mara Vnaxa, *, Núra Plana,,
More informationRelevance of statistical techniques when using administrative health data: gender inequality in mortality from cardio-vascular disease
Relevance of statstcal technques when usng admnstratve health data: gender nequalty n mortalty from cardo-vascular dsease Julan Perelman Céu Mateus June 2010 Escola Naconal de Saúde Públca, Unversdade
More informationRADIOLOGICAL DIFFERENTIATION BETWEEN WILM'S TUMOUR
Vol. 9, No. 3. September, 1968. SINGAPORE MEDICAL JOURNAL 161 RADIOLOGICAL DIFFERENTIATION BETWEEN WILM'S TUMOUR AND NEUROBLASTOMA IN ABDOMINAL MASSES By Yu Sheng Fong, M.B.B.S., D.M.R.D. (Rado Dagnostc
More informationFast Algorithm for Vectorcardiogram and Interbeat Intervals Analysis: Application for Premature Ventricular Contractions Classification
Fast Algorthm for Vectorcardogram and Interbeat Intervals Analyss: Applcaton for Premature Ventrcular Contractons Classfcaton Irena Jekova, Vessela Krasteva Centre of Bomedcal Engneerng Prof. Ivan Daskalov
More informationReconstruction of gene regulatory network of colon cancer using information theoretic approach
Reconstructon of gene regulatory network of colon cancer usng nformaton theoretc approach Khald Raza #1, Rafat Parveen * # Department of Computer Scence Jama Mlla Islama (Central Unverst, New Delh-11005,
More informationNHS Outcomes Framework
NHS Outcomes Framework Doman 1 Preventng people from dyng prematurely Indcator Specfcatons Verson: 1.21 Date: May 2018 Author: Clncal Indcators Team NHS Outcomes Framework: Doman 1 Preventng people from
More informationStatistical models for predicting number of involved nodes in breast cancer patients
Vol.2, No.7, 641-651 (2010) do:10.4236/health.2010.27098 Health Statstcal models for predctng number of nvolved nodes n breast cancer patents Alok Kumar Dwved 1 *, Sada Nand Dwved 2, Suryanarayana Deo
More informationARTICLES. Epidemiologic Evidence Showing That Human Papillomavirus Infection Causes Most Cervical Intraepithelial Neoplasia
ARTICLES Epdemologc Evdence Showng That Human Papllomavrus Infecton Causes Most Cervcal Intraepthelal Neoplasa Mark H. Schffman, Hed M. Bauer, Robert N. Hoover, Andrew G. Glass, Dane M. Cadell, Brenda
More informationArterial Hypertension Is Associated with Hypalgesia in Humans SERGIO GHIONE, CATERINA ROSA, LORENA MEZZASALMA, AND ELISABETTA PANATTONI
rteral Hypertenson Is ssocated wth Hypalgesa n Humans SERGIO GHIONE, CTERIN ROS, LOREN MEZZSLM, ND ELISBETT PNTTONI SUMMRY n assocaton between ncreased blood pressure and hypalgesa has been reported n
More informationInvestigation of zinc oxide thin film by spectroscopic ellipsometry
VNU Journal of Scence, Mathematcs - Physcs 24 (2008) 16-23 Investgaton of znc oxde thn flm by spectroscopc ellpsometry Nguyen Nang Dnh 1, Tran Quang Trung 2, Le Khac Bnh 2, Nguyen Dang Khoa 2, Vo Th Ma
More informationEvaluation of the generalized gamma as a tool for treatment planning optimization
Internatonal Journal of Cancer Therapy and Oncology www.jcto.org Evaluaton of the generalzed gamma as a tool for treatment plannng optmzaton Emmanoul I Petrou 1,, Ganesh Narayanasamy 3, Eleftheros Lavdas
More informationDrug Prescription Behavior and Decision Support Systems
Drug Prescrpton Behavor and Decson Support Systems ABSTRACT Adverse drug events plague the outcomes of health care servces. In ths research, we propose a clncal learnng model that ncorporates the use of
More informationHIV/AIDS-related Expectations and Risky Sexual Behavior in Malawi
HIV/AIDS-related Expectatons and Rsky Sexual Behavor n Malaw Adelne Delavande Unversty of Essex and RAND Corporaton Hans-Peter Kohler Unversty of Pennsylvanna January 202 Abstract We use probablstc expectatons
More informationMyocardial Mural Thickness During the Cardiac Cycle
Myocardal Mural Thckness Durng the Cardac Cycle By Erc O. Fegl, M.D., and Donald L. Fry, M.D. An understandng of the relatonshp between forces and veloctes of contracton n muscle fbers to the pressures
More informationThe effect of salvage therapy on survival in a longitudinal study with treatment by indication
Research Artcle Receved 28 October 2009, Accepted 8 June 2010 Publshed onlne 30 August 2010 n Wley Onlne Lbrary (wleyonlnelbrary.com) DOI: 10.1002/sm.4017 The effect of salvage therapy on survval n a longtudnal
More informationOptimal Planning of Charging Station for Phased Electric Vehicle *
Energy and Power Engneerng, 2013, 5, 1393-1397 do:10.4236/epe.2013.54b264 Publshed Onlne July 2013 (http://www.scrp.org/ournal/epe) Optmal Plannng of Chargng Staton for Phased Electrc Vehcle * Yang Gao,
More informationIncorrect Beliefs. Overconfidence. Types of Overconfidence. Outline. Overprecision 4/22/2015. Econ 1820: Behavioral Economics Mark Dean Spring 2015
Incorrect Belefs Overconfdence Econ 1820: Behavoral Economcs Mark Dean Sprng 2015 In objectve EU we assumed that everyone agreed on what the probabltes of dfferent events were In subjectve expected utlty
More informationRichard Williams Notre Dame Sociology Meetings of the European Survey Research Association Ljubljana,
Rchard Wllams Notre Dame Socology rwllam@nd.edu http://www.nd.edu/~rwllam Meetngs of the European Survey Research Assocaton Ljubljana, Slovena July 19, 2013 Comparng Logt and Probt Coeffcents across groups
More informationUNIVERISTY OF KWAZULU-NATAL, PIETERMARITZBURG SCHOOL OF MATHEMATICS, STATISTICS AND COMPUTER SCIENCE
UNIVERISTY OF KWAZULU-NATAL, PIETERMARITZBURG SCHOOL OF MATHEMATICS, STATISTICS AND COMPUTER SCIENCE A COMPLEX SURVEY DATA ANALYSIS OF TB AND HIV MORTALITY IN SOUTH AFRICA By JOIE LEA MURORUNKWERE STUDENT
More informationDECREASING SYMPTOMS IN INTERSTITIAL CYSTITIS PATIENTS: PENTOSAN POLYSULFATE VS. SACRAL NEUROMODULATION. A Research Project by. Katy D.
DECREASING SYMPTOMS IN INTERSTITIAL CYSTITIS PATIENTS: PENTOSAN POLYSULFATE VS. SACRAL NEUROMODULATION. A Research Project by Katy D. Prce Bachelor of General Studes, Unversty of Kansas, 2005 Submtted
More informationStudy and Comparison of Various Techniques of Image Edge Detection
Gureet Sngh et al Int. Journal of Engneerng Research Applcatons RESEARCH ARTICLE OPEN ACCESS Study Comparson of Varous Technques of Image Edge Detecton Gureet Sngh*, Er. Harnder sngh** *(Department of
More informationARTICLE IN PRESS Neuropsychologia xxx (2010) xxx xxx
Neuropsychologa xxx (200) xxx xxx Contents lsts avalable at ScenceDrect Neuropsychologa journal homepage: www.elsever.com/locate/neuropsychologa Storage and bndng of object features n vsual workng memory
More informationComparison of support vector machine based on genetic algorithm with logistic regression to diagnose obstructive sleep apnea
Orgnal Artcle Comparson of support vector machne based on genetc algorthm wth logstc regresson to dagnose obstructve sleep apnea Zohreh Manoochehr, Nader Salar 1, Mansour Rezae 1, Habbolah Khazae 2, Sara
More informationCancer morbidity in ulcerative colitis
Gut, 982, 2, 49-497 Cancer morbdty n ulceratve colts P PRIOR, S N GYDE, J C ACARNEY, H HOPSON, J A H WAERHOUSE, and R N ALLAN rom the Gastroenterology Unt, General Hosptal, Brmngham, and Cancer Epdemology
More informationSaeed Ghanbari, Seyyed Mohammad Taghi Ayatollahi*, Najaf Zare
DOI:http://dx.do.org/10.7314/APJCP.2015.16.14.5655 and Anthracyclne- Breast Cancer Treatment and Survval n the Eastern Medterranean and Asa: a Meta-analyss RESEARCH ARTICLE Comparng Role of Two Chemotherapy
More information1 0 1 Neither A nor B I Both Anti-A and Anti-B 1 0, A, B, AB I 0 1. Simulated ABO 6; Rh Bood vping Lab Activity Student Study Guide BACKGROUND
Smulated ABO 6; Rh Bood vpng Lab Actvty Student Study Gude BACKGROUND nces Around 900, Karl Landstener dscovered that there are at least four dfferent knds of human blood, determned by the presence or
More informationWHO S ASSESSMENT OF HEALTH CARE INDUSTRY PERFORMANCE: RATING THE RANKINGS
WHO S ASSESSMENT OF HEALTH CARE INDUSTRY PERFORMANCE: RATING THE RANKINGS ELLIOTT PARKER and JEANNE WENDEL * Department of Economcs, Unversty of Nevada, Reno, NV, USA SUMMARY Ths paper examnes the econometrc
More informationKim M Iburg Joshua A Salomon Ajay Tandon Christopher JL Murray. Global Programme on Evidence for Health Policy Discussion Paper No.
Cross-populaton comparablty of self-reported and physcan-assessed moblty levels: Evdence from the Thrd Natonal Health and Nutrton Examnaton Survey Km M Iburg Joshua A Salomon Ajay Tandon Chrstopher JL
More informationINTEGRATIVE NETWORK ANALYSIS TO IDENTIFY ABERRANT PATHWAY NETWORKS IN OVARIAN CANCER
INTEGRATIVE NETWORK ANALYSIS TO IDENTIFY ABERRANT PATHWAY NETWORKS IN OVARIAN CANCER LI CHEN 1,2, JIANHUA XUAN 1,*, JINGHUA GU 1, YUE WANG 1, ZHEN ZHANG 2, TIAN LI WANG 2, IE MING SHIH 2 1The Bradley Department
More informationTOPICS IN HEALTH ECONOMETRICS
TOPICS IN HEALTH ECONOMETRICS By VIDHURA SENANI BANDARA WIJAYAWARDHANA TENNEKOON A dssertaton submtted n partal fulfllment of the requrements for the degree of DOCTOR OF PHILOSOPHY WASHINGTON STATE UNIVERSITY
More informationDoes reporting heterogeneity bias the measurement of health disparities?
HEDG Workng Paper 06/03 Does reportng heterogenety bas the measurement of health dspartes? Teresa Bago d Uva Eddy Van Doorslaer Maarten Lndeboom Owen O Donnell Somnath Chatterj March 2006 ISSN 1751-1976
More informationALMALAUREA WORKING PAPERS no. 9
Snce 1994 Inter-Unversty Consortum Connectng Unverstes, the Labour Market and Professonals AlmaLaurea Workng Papers ISSN 2239-9453 ALMALAUREA WORKING PAPERS no. 9 September 211 Propensty Score Methods
More informationGurprit Grover and Dulumoni Das* Department of Statistics, Faculty of Mathematical Sciences, University of Delhi, Delhi, India.
Journal of AIDS and HIV Research Vol. 3(), pp. -9, January 20 Avalable onlne http:// academcjournals.org/jahr ISSN 24-2359 20 Academc Journals Full Length Research Paper Decrement table and the estmaton
More informationNATIONAL QUALITY FORUM
NATIONAL QUALITY FORUM NQF #1551 Measure Evaluaton 4.1 December 2009 Ths form contans the measure nformaton submtted by stewards. Blank felds ndcate no nformaton was provded. Attachments also may have
More informationStatistical Analysis on Infectious Diseases in Dubai, UAE
Internatonal Journal of Preventve Medcne Research Vol. 1, No. 4, 015, pp. 60-66 http://www.ascence.org/journal/jpmr Statstcal Analyss on Infectous Dseases 1995-013 n Duba, UAE Khams F. G. 1, Hussan H.
More informationAre Drinkers Prone to Engage in Risky Sexual Behaviors?
Amercan Internatonal Journal of Socal Scence Vol. 2 No. 5; July 2013 Are Drnkers Prone to Engage n Rsky Sexual Behavors? Ana Isabel Gl Lacruz Zaragoza Unversty Department of Busness Organzaton and Management
More informationA multifactorial assessment of carcinogenic risks of radon for the population residing in a Russian radon hazard zone
A multfactoral assessment of carcnogenc rsks of radon for the populaton resdng n a Russan radon hazard zone Vladmr L. Lezhnn 1, Evgeny V. Polzk 2, Vladmr S. Kazantsev 2, Mkhal V. Zhukovsky 1, Olga A. Pakholkna
More informationAn Angiocardiographic Method for Directly Determining Left Ventricular Stroke Volume in Man
An Angocardographc Method for Drectly Determnng Left Ventrcular Stroke Volume n Man By Harold T. Dodge, M.D., Robert E. Hay, M.D., and Harold Sander, M.D. n prevous studes from ths and other laboratores,
More informationBirol, Ekin; Asare-Marfo, Dorene; Ayele, Gezahegn; Mensa-Bonsu, Akwasi; Ndirangu, Lydia; Okpukpara, Benjamin; Roy, Devesh; and Yakhshilikov, Yorbol
Investgatng the Role of Poultry n Lvelhoods and the Impact of HPAI on Lvelhoods Outcomes n Afrca: Evdence from Ethopa, Ghana, Kenya and Ngera By Brol, Ekn; Asare-Marfo, Dorene; Ayele, Gezahegn; Mensa-Bonsu,
More informationUnobserved Heterogeneity and the Statistical Analysis of Highway Accident Data
Unobserved Heterogenety and the Statstcal Analyss of Hghway Accdent Data Fred L. Mannerng Professor of Cvl and Envronmental Engneerng Courtesy Department of Economcs Unversty of South Florda 4202 E. Fowler
More informationBiased Perceptions of Income Distribution and Preferences for Redistribution: Evidence from a Survey Experiment
DISCUSSION PAPER SERIES IZA DP No. 5699 Based Perceptons of Income Dstrbuton and Preferences for Redstrbuton: Evdence from a Survey Experment Gullermo Cruces Rcardo Pérez Trugla Martn Tetaz May 2011 Forschungsnsttut
More informationFAST DETECTION OF MASSES IN MAMMOGRAMS WITH DIFFICULT CASE EXCLUSION
computng@tanet.edu.te.ua www.tanet.edu.te.ua/computng ISSN 727-6209 Internatonal Scentfc Journal of Computng FAST DETECTION OF MASSES IN MAMMOGRAMS WITH DIFFICULT CASE EXCLUSION Gábor Takács ), Béla Patak
More informationEstimation of Relative Survival Based on Cancer Registry Data
Revew of Bonformatcs and Bometrcs (RBB) Volume 2 Issue 4, December 203 www.sepub.org/rbb Estmaton of Relatve Based on Cancer Regstry Data Olaf Schoffer *, Ante Nedostate 2, Stefane J. Klug,2 Cancer Epdemology,
More informationThe Case for Selection at CCR5-D32
Open access, freely avalable onlne The Case for Selecton at CCR5-D32 PLoS BIOLOGY Pards C. Sabet 1,2*, Emly Walsh 1, Steve F. Schaffner 1, Patrck Varlly 1, Ben Fry 1, Holl B. Hutcheson 3, Mke Cullen 3,
More informationSubject-Adaptive Real-Time Sleep Stage Classification Based on Conditional Random Field
Subject-Adaptve Real-Tme Sleep Stage Classfcaton Based on Condtonal Random Feld Gang Luo, PhD, Wanl Mn, PhD IBM TJ Watson Research Center, Hawthorne, NY {luog, wanlmn}@usbmcom Abstract Sleep stagng s the
More informationNon-linear Multiple-Cue Judgment Tasks
Non-lnear Multple-Cue Tasks Anna-Carn Olsson (anna-carn.olsson@psy.umu.se) Department of Psychology, Umeå Unversty SE-09 87, Umeå, Sweden Tommy Enqvst (tommy.enqvst@psyk.uu.se) Department of Psychology,
More information