Population-based studies of myocardial hypertrophy: High resolution cardiovascular magnetic resonance atlases improve statistical power

Journal of Cardiovascular Magnetic Resonance

Volumn 16, Issue 1, 2014, Pages

  De Marvao, Antonio ^a   Dawes, Timothy Jw ^a   Shi, Wenzhe ^b   Minas, Christopher ^b   Keenan, Niall G ^c   Diamond, Tamara ^a   Durighel, Giuliana ^a   Montana, Giovanni ^b   Rueckert, Daniel ^b   Cook, Stuart A ^a,d,e   O'Regan, Declan P ^a  

^a MEDICAL RESEARCH COUNCIL   (United Kingdom)

^b IMPERIAL COLLEGE LONDON   (United Kingdom)

^c IMPERIAL COLLEGE HEALTHCARE NHS TRUST   (United Kingdom)

^d DEPARTMENT OF CARDIOLOGY   (Singapore)

^e NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Biobank; Cardiomyopathy; Cardiovascular magnetic resonance; GWAS; Image analysis; Imaging genetics; LVH

Indexed keywords

ADULT; ATLASES AS TOPIC; FEASIBILITY STUDIES; FEMALE; GENETIC PREDISPOSITION TO DISEASE; HEART VENTRICLES; HUMANS; HYPERTROPHY, LEFT VENTRICULAR; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING, CINE; MALE; PHENOTYPE; PREDICTIVE VALUE OF TESTS; PROSPECTIVE STUDIES; REFERENCE VALUES; VENTRICULAR FUNCTION, LEFT; YOUNG ADULT;

EID: 84893850283     PISSN: 10976647     EISSN: 1532429X     Source Type: Journal    
DOI: 10.1186/1532-429X-16-16     Document Type: Article

References (50)

1. Heritability of left ventricular mass: the Framingham Heart Study. Post WS, Larson MG, Myers RH, Galderisi M, Levy D, Hypertension 1997 30 1025 1028 10.1161/01.HYP.30.5.1025 9369250 (Pubitemid 27476153)
2. Genetic determinants of cardiac hypertrophy. Marian AJ, Curr Opin Cardiol 2008 23 199 205 10.1097/HCO.0b013e3282fc27d9 18382207 (Pubitemid 351489322)
3. Left ventricular hypertrophy: pathogenesis, detection, and prognosis. Lorell BH, Carabello BA, Circulation 2000 102 470 479 10.1161/01.CIR.102.4.470 10908222 (Pubitemid 30490688)
4. Genetic variants associated with cardiac structure and function: a meta-analysis and replication of genome-wide association data. Vasan RS, Glazer NL, Felix JF, Lieb W, Wild PS, Felix SB, Watzinger N, Larson MG, Smith NL, Dehghan A, et al. JAMA 2009 302 168 178 10.1001/jama.2009.978-a 19584346
5. Voxelwise genome-wide association study (vGWAS). Stein JL, Hua X, Lee S, Ho AJ, Leow AD, Toga AW, Saykin AJ, Shen L, Foroud T, Pankratz N, et al. Neuroimage 2010 53 1160 1174 10.1016/j.neuroimage.2010.02.032 20171287
6. Optimizing power to track brain degeneration in Alzheimer's disease and mild cognitive impairment with tensor-based morphometry: an ADNI study of 515 subjects. Hua X, Lee S, Yanovsky I, Leow AD, Chou YY, Ho AJ, Gutman B, Toga AW, Jack CR Jr, Bernstein MA, et al. Neuroimage 2009 48 668 681 10.1016/j. neuroimage.2009.07.011 19615450
7. Discovering genetic associations with high-dimensional neuroimaging phenotypes: A sparse reduced-rank regression approach. Vounou M, Nichols TE, Montana G, Neuroimage 2010 53 1147 1159 10.1016/j.neuroimage.2010.07.002 20624472
8. Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease. Vounou M, Janousova E, Wolz R, Stein JL, Thompson PM, Rueckert D, Montana G, Neuroimage 2012 60 700 716 10.1016/j.neuroimage.2011.12.029 22209813
9. Whole genome association study of brain-wide imaging phenotypes for identifying quantitative trait loci in MCI and AD: A study of the ADNI cohort. Shen L, Kim S, Risacher SL, Nho K, Swaminathan S, West JD, Foroud T, Pankratz N, Moore JH, Sloan CD, et al. Neuroimage 2010 53 1051 1063 10.1016/j.neuroimage. 2010.01.042 20100581
10. Computational cardiac atlases: from patient to population and back. Young AA, Frangi AF, Exp Physiol 2009 94 578 596 10.1113/expphysiol.2008.044081 19098087
11. The Cardiac Atlas Project-an imaging database for computational modeling and statistical atlases of the heart. Fonseca CG, Backhaus M, Bluemke DA, Britten RD, Chung JD, Cowan BR, Dinov ID, Finn JP, Hunter PJ, Kadish AH, et al. Bioinformatics 2011 27 2288 2295 10.1093/bioinformatics/btr360 21737439
12. A review of segmentation methods in short axis cardiac MR images. Petitjean C, Dacher J-N, Med Image Anal 2011 15 169 184 10.1016/j.media.2010.12. 004 21216179
13. Standardized cardiovascular magnetic resonance imaging (CMR) protocols, society for cardiovascular magnetic resonance: board of trustees task force on standardized protocols. Kramer CM, Barkhausen J, Flamm SD, Kim RJ, Nagel E, J Cardiovasc Magn Reson 2008 10 35 10.1186/1532-429X-10-35 18605997
14. Fast 3D cine steady-state free precession imaging with sensitivity encoding for assessment of left ventricular function in a single breath-hold. Mascarenhas NB, Muthupillai R, Cheong B, Pereyra M, Flamm SD, AJR Am J Roentgenol 2006 187 1235 1239 10.2214/AJR.06.0169 17056910 (Pubitemid 44630826)
15. Single-Breathhold Four-Dimensional Assessment of Left Ventricular Morphological and Functional Parameters by Magnetic Resonance Imaging Using the VAST Technique. Rochitte CE, Azevedo CF, Rosario MA, Siqueira MH, Monsao V, Saranathan M, Foo TK, Filho RK, Cerri GG, Ramires JA, Open Cardiovasc Med J 2011 5 90 98 10.2174/1874192401105010090 21673978
16. Single-breathhold four-dimensional assessment of left ventricular volumes and function using k-t BLAST after application of extracellular contrast agent at 3 Tesla. Hamdan A, Kelle S, Schnackenburg B, Wellnhofer E, Fleck E, Nagel E, J Magn Reson Imaging 2008 27 1028 1036 10.1002/jmri.21332 18425828 (Pubitemid 351614613)
17. Left ventricular function assessment using a fast 3D gradient echo pulse sequence: comparison to standard multi-breath hold 2D steady state free precession imaging and accounting for papillary muscles and trabeculations. Sievers B, Schrader S, Rehwald W, Hunold P, Barkhausen J, Erbel R, Acta Cardiol 2011 66 349 357 21744705
18. Single breath-hold assessment of ventricular volumes using 32-channel coil technology and an extracellular contrast agent. Parish V, Hussain T, Beerbaum P, Greil G, Nagel E, Razavi R, Schaeffter T, Uribe S, J Magn Reson Imaging 2010 31 838 844 10.1002/jmri.22061 20373427
19. Accelerated two- and three-dimensional cine MR imaging of the heart by using a 32-channel coil. Davarpanah AH, Chen YP, Kino A, Farrelly CT, Keeling AN, Sheehan JJ, Ragin AB, Weale PJ, Zuehlsdorff S, Carr JC, Radiology 2010 254 98 108 10.1148/radiol.2541090545 20019138
20. Accelerating cardiac cine 3D imaging using k-t BLAST. Kozerke S, Tsao J, Razavi R, Boesiger P, Magn Reson Med 2004 52 19 26 10.1002/mrm.20145 15236362 (Pubitemid 39295251)
21. 3D breath-held cardiac function with projection reconstruction in steady state free precession validated using 2D cine MRI. Peters DC, Ennis DB, Rohatgi P, Syed MA, McVeigh ER, Arai AE, J Magn Reson Imaging 2004 20 411 416 10.1002/jmri.20145 15332248 (Pubitemid 39121939)
22. Four-dimensional single breathhold magnetic resonance imaging using kt-BLAST enables reliable assessment of left- and right-ventricular volumes and mass. Jahnke C, Nagel E, Gebker R, Bornstedt A, Schnackenburg B, Kozerke S, Fleck E, Paetsch I, J Magn Reson Imaging 2007 25 737 742 10.1002/jmri.20877 17347994 (Pubitemid 46516725)
23. Quantitative assessment of ventricular function using three-dimensional SSFP magnetic resonance angiography. Greil GF, Boettger T, Germann S, Klumpp B, Baltes C, Kozerke S, Bialkowski A, Urschitz MS, Miller S, Wolf I, et al. J Magn Reson Imaging 2007 26 288 295 10.1002/jmri.20967 17654727 (Pubitemid 47257726)
24. Shellock FG, Reference manual for magnetic resonance safety Salt Lake City, Utah: Amirsys 2003 2003
25. A probabilistic patch-based label fusion model for multi-atlas segmentation with registration refinement: application to cardiac MR images. Bai W, Shi W, O'Regan DP, Tong T, Wang H, Jamil-Copley S, Peters NS, Rueckert D, IEEE Trans Med Imaging 2013 32 1302 1315 23568495
26. User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability. Yushkevich PA, Piven J, Hazlett HC, Smith RG, Ho S, Gee JC, Gerig G, Neuroimage 2006 31 1116 1128 10.1016/j.neuroimage.2006.01.015 16545965 (Pubitemid 43851334)
27. Cardiac Image Super-Resolution with Global Correspondence Using Multi-Atlas PatchMatch. Shi W, Caballero J, Ledig C, Zhuang X, Bai W, Bhatia K, Marvao A, Dawes T, O'Regan D, Rueckert D, Medical Image Computing and Computer-Assisted Intervention-MICCAI 2013.Volume 8151 Berlin Heidelberg: Springer, Mori K, Sakuma I, Sato Y, Barillot C, Navab N, 2013 9 16 Lecture Notes in Computer Science]
28. Shape-based interpolation of multidimensional grey-level images. Grevera GJ, Udupa JK, IEEE Trans Med Imaging 1996 15 881 892 10.1109/42.544506 18215967 (Pubitemid 126773989)
29. Marching cubes: A high resolution 3D surface construction algorithm. [Abstract]. Lorensen WE, Cline HE, Computer graphics 1987 21 163 169 10.1145/37402.37422
30. Gender differences and normal left ventricular anatomy in an adult population free of hypertension. A cardiovascular magnetic resonance study of the Framingham Heart Study Offspring cohort. Salton CJ, Chuang ML, O'Donnell CJ, Kupka MJ, Larson MG, Kissinger KV, Edelman RR, Levy D, Manning WJ, J Am Coll Cardiol 2002 39 1055 1060 10.1016/S0735-1097(02)01712-6 11897450 (Pubitemid 34234130)
31. Measures of the Amount of Ecologic Association Between Species. Dice LR, Ecology 1945 26 297 302 10.2307/1932409
32. Normal human left and right ventricular dimensions for MRI as assessed by turbo gradient echo and steady-state free precession imaging sequences. Alfakih K, Plein S, Thiele H, Jones T, Ridgway JP, Sivananthan MU, J Magn Reson Imaging 2003 17 323 329 10.1002/jmri.10262 12594722 (Pubitemid 36259246)
33. Snapshot Inversion Recovery: An Optimized Single-Shot T1-weighted Inversion-Recovery Sequence for Improved Fetal Brain Anatomic Delineation. Malamateniou C, McGuinness AK, Allsop JM, O'Regan DP, Rutherford MA, Hajnal JV, Radiology 2011 258 229 235 10.1148/radiol.10100381 20980451
34. R: A language and environment for statistical computing. R Foundation for Statistical Computing. http://www.R-project.org
35. Statistical methods for assessing agreement between two methods of clinical measurement. Bland JM, Altman DG, Lancet 1986 1 307 310 2868172 (Pubitemid 16134762)
36. Measurement error and correlation coefficients. Bland JM, Altman DG, BMJ 1996 313 41 42 10.1136/bmj.313.7048.41 8664775 (Pubitemid 26229891)
37. Comparison of interstudy reproducibility of cardiovascular magnetic resonance with two-dimensional echocardiography in normal subjects and in patients with heart failure or left ventricular hypertrophy. Grothues F, Smith GC, Moon JC, Bellenger NG, Collins P, Klein HU, Pennell DJ, Am J Cardiol 2002 90 29 34 10.1016/S0002-9149(02)02381-0 12088775 (Pubitemid 34671198)
38. Left ventricular mass and ventricular remodeling among Hispanic subgroups compared with non-Hispanic blacks and whites: MESA (Multi-ethnic Study of Atherosclerosis). Rodriguez CJ, Diez-Roux AV, Moran A, Jin Z, Kronmal RA, Lima J, Homma S, Bluemke DA, Barr RG, J Am Coll Cardiol 2010 55 234 242 10.1016/j.jacc.2009.08.046 20117402
39. Left ventricular hypertrophy, aortic wall thickness, and lifetime predicted risk of cardiovascular disease:the Dallas Heart Study. Gupta S, Berry JD, Ayers CR, Peshock RM, Khera A, de Lemos JA, Patel PC, Markham DW, Drazner MH, JACC Cardiovascular imaging 2010 3 605 613 10.1016/j.jcmg.2010.03.005 20541716
40. Genome-wide association study of cardiac structure and systolic function in African Americans: the Candidate Gene Association Resource (CARe) study. Fox ER, Musani SK, Barbalic M, Lin H, Yu B, Ogunyankin KO, Smith NL, Kutlar A, Glazer NL, Post WS, et al. Circulation Cardiovascular genetics 2013 6 37 46 23275298
41. Hypertrophic Cardiomyopathy: Assessment with MR Imaging and Multidetector CT1. Chun EJ, Choi SI, Jin KN, Kwag HJ, Kim YJ, Choi BW, Lee W, Park JH, Radiographics 2010 30 1309 1328 10.1148/rg.305095074 20833852
42. Patterns of left ventricular hypertrophy and geometric remodeling in essential hypertension. Ganau A, Devereux RB, Roman MJ, de Simone G, Pickering TG, Saba PS, Vargiu P, Simongini I, Laragh JH, J Am Coll Cardiol 1992 19 1550 1558 10.1016/0735-1097(92)90617-V 1534335
43. Magnetic resonance evaluation of regional left ventricular function. Effect of through-plane motion. Pattynama PM, Doornbos J, Hermans J, van der Wall EE, de Roos A, Investigative radiology 1992 27 681 685 10.1097/00004424- 199209000-00004 1399450
44. Cine MRI using steady state free precession in the radial long axis orientation is a fast accurate method for obtaining volumetric data of the left ventricle. Bloomer TN, Plein S, Radjenovic A, Higgins DM, Jones TR, Ridgway JP, Sivananthan MU, J Magn Reson Imaging 2001 14 685 692 10.1002/jmri.10019 11747024 (Pubitemid 33101526)
45. 2D SENSE for faster 3D MRI. Weiger M, Pruessmann KP, Boesiger P, MAGMA 2002 14 10 19 11796248 (Pubitemid 34093237)
46. Single breath-hold assessment of cardiac function using an accelerated 3D single breath-hold acquisition technique-comparison of an intravascular and extravascular contrast agent. Makowski MR, Wiethoff AJ, Jansen CH, Uribe S, Parish V, Schuster A, Botnar RM, Bell A, Kiesewetter C, Razavi R, et al. J Cardiovasc Magn Reson 2012 14 53 10.1186/1532-429X-14-53 22849703
47. A power calculation guide for fMRI studies. Mumford JA, Soc Cogn Affect Neurosci 2012 7 738 742 10.1093/scan/nss059 22641837
48. Imaging in population science: cardiovascular magnetic resonance in 100,000 participants of UK Biobank-rationale, challenges and approaches. Petersen SE, Matthews PM, Bamberg F, Bluemke DA, Francis JM, Friedrich MG, Leeson P, Nagel E, Plein S, Rademakers FE, et al. J Cardiovasc Magn Reson 2013 15 46 10.1186/1532-429X-15-46 23714095
49. Preparing for precision medicine. Mirnezami R, Nicholson J, Darzi A, N Engl J Med 2012 366 489 491 10.1056/NEJMp1114866 22256780
50. Bland M, An introduction to medical statistics Oxford; New York: Oxford University Press 3 2000