GWAS on retinal vasculometry phenotypes

The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the cardiovascular and nervous systems can be directly inspected, using ophthalmoscopy or retinal imaging. Measurements of ocular parameters may therefore...

Celý popis

Uložené v:
Podrobná bibliografia
Vydané v:PLoS genetics Ročník 19; číslo 2; s. e1010583
Hlavní autori: Jiang, Xiaofan, Hysi, Pirro G., Khawaja, Anthony P., Mahroo, Omar A., Xu, Zihe, Hammond, Christopher J., Foster, Paul J., Welikala, Roshan A., Barman, Sarah A., Whincup, Peter H., Rudnicka, Alicja R., Owen, Christopher G., Strachan, David P.
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: United States Public Library of Science 09.02.2023
Public Library of Science (PLoS)
Predmet:
ISSN:1553-7404, 1553-7390, 1553-7404
On-line prístup:Získať plný text
Tagy: Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
Abstract The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the cardiovascular and nervous systems can be directly inspected, using ophthalmoscopy or retinal imaging. Measurements of ocular parameters may therefore offer important information on the physiology and homeostasis of these two important systems. Here we report the results of a genetic characterisation of retinal vasculature. Four genome-wide association studies performed on different aspects of retinal vasculometry phenotypes, such as arteriolar and venular tortuosity and width, found significant similarities between retinal vascular characteristics and cardiometabolic health. Our analyses identified 119 different regions of association with traits of retinal vasculature, including 89 loci associated arteriolar tortuosity, the strongest of which was rs35131825 ( p = 2.00×10 −108 ), 2 loci with arteriolar width (rs12969347, p = 3.30×10 −09 and rs5442, p = 1.9E-15), 17 other loci associated with venular tortuosity and 11 novel associations with venular width. Our causal inference analyses also found that factors linked to arteriolar tortuosity cause elevated diastolic blood pressure and not vice versa.
AbstractList The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the cardiovascular and nervous systems can be directly inspected, using ophthalmoscopy or retinal imaging. Measurements of ocular parameters may therefore offer important information on the physiology and homeostasis of these two important systems. Here we report the results of a genetic characterisation of retinal vasculature. Four genome-wide association studies performed on different aspects of retinal vasculometry phenotypes, such as arteriolar and venular tortuosity and width, found significant similarities between retinal vascular characteristics and cardiometabolic health. Our analyses identified 119 different regions of association with traits of retinal vasculature, including 89 loci associated arteriolar tortuosity, the strongest of which was rs35131825 (p = 2.00x10.sup.-108 ), 2 loci with arteriolar width (rs12969347, p = 3.30x10.sup.-09 and rs5442, p = 1.9E-15), 17 other loci associated with venular tortuosity and 11 novel associations with venular width. Our causal inference analyses also found that factors linked to arteriolar tortuosity cause elevated diastolic blood pressure and not vice versa.
The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the cardiovascular and nervous systems can be directly inspected, using ophthalmoscopy or retinal imaging. Measurements of ocular parameters may therefore offer important information on the physiology and homeostasis of these two important systems. Here we report the results of a genetic characterisation of retinal vasculature. Four genome-wide association studies performed on different aspects of retinal vasculometry phenotypes, such as arteriolar and venular tortuosity and width, found significant similarities between retinal vascular characteristics and cardiometabolic health. Our analyses identified 119 different regions of association with traits of retinal vasculature, including 89 loci associated arteriolar tortuosity, the strongest of which was rs35131825 ( p = 2.00×10 −108 ), 2 loci with arteriolar width (rs12969347, p = 3.30×10 −09 and rs5442, p = 1.9E-15), 17 other loci associated with venular tortuosity and 11 novel associations with venular width. Our causal inference analyses also found that factors linked to arteriolar tortuosity cause elevated diastolic blood pressure and not vice versa.
The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the cardiovascular and nervous systems can be directly inspected, using ophthalmoscopy or retinal imaging. Measurements of ocular parameters may therefore offer important information on the physiology and homeostasis of these two important systems. Here we report the results of a genetic characterisation of retinal vasculature. Four genome-wide association studies performed on different aspects of retinal vasculometry phenotypes, such as arteriolar and venular tortuosity and width, found significant similarities between retinal vascular characteristics and cardiometabolic health. Our analyses identified 119 different regions of association with traits of retinal vasculature, including 89 loci associated arteriolar tortuosity, the strongest of which was rs35131825 (p = 2.00×10−108), 2 loci with arteriolar width (rs12969347, p = 3.30×10−09 and rs5442, p = 1.9E-15), 17 other loci associated with venular tortuosity and 11 novel associations with venular width. Our causal inference analyses also found that factors linked to arteriolar tortuosity cause elevated diastolic blood pressure and not vice versa. Vessels at the back of the eye (the “retina”) can be imaged easily. This paper reports on the largest genetic study of retinal vessel shape and size characteristics so far undertaken, to the best of our knowledge. Our study is novel in using an automated artificial intelligence imaging approach to distinguish between arteries and veins, and in demonstrating more genetic associations with vessel characteristics than any previous study (119 genetic loci in all). We also show that the tortuosity of retinal arteries is the most strongly genetically determined vessel characteristic (replicated remarkable well in a separate second large dataset). In addition, using a particular type of genetic analysis (so called “Mendelian Randomization”) we show for the first time that the tortuosity of arteries in the retina is causally related to elevated diastolic blood pressure and not the other way around. This is important as it provides unique insights into the mechanism of elevated blood pressure and hypertension, providing pointers to novel therapeutic targets for future treatment.
The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the cardiovascular and nervous systems can be directly inspected, using ophthalmoscopy or retinal imaging. Measurements of ocular parameters may therefore offer important information on the physiology and homeostasis of these two important systems. Here we report the results of a genetic characterisation of retinal vasculature. Four genome-wide association studies performed on different aspects of retinal vasculometry phenotypes, such as arteriolar and venular tortuosity and width, found significant similarities between retinal vascular characteristics and cardiometabolic health. Our analyses identified 119 different regions of association with traits of retinal vasculature, including 89 loci associated arteriolar tortuosity, the strongest of which was rs35131825 (p = 2.00×10-108), 2 loci with arteriolar width (rs12969347, p = 3.30×10-09 and rs5442, p = 1.9E-15), 17 other loci associated with venular tortuosity and 11 novel associations with venular width. Our causal inference analyses also found that factors linked to arteriolar tortuosity cause elevated diastolic blood pressure and not vice versa.
The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the cardiovascular and nervous systems can be directly inspected, using ophthalmoscopy or retinal imaging. Measurements of ocular parameters may therefore offer important information on the physiology and homeostasis of these two important systems. Here we report the results of a genetic characterisation of retinal vasculature. Four genome-wide association studies performed on different aspects of retinal vasculometry phenotypes, such as arteriolar and venular tortuosity and width, found significant similarities between retinal vascular characteristics and cardiometabolic health. Our analyses identified 119 different regions of association with traits of retinal vasculature, including 89 loci associated arteriolar tortuosity, the strongest of which was rs35131825 (p = 2.00×10−108), 2 loci with arteriolar width (rs12969347, p = 3.30×10−09 and rs5442, p = 1.9E-15), 17 other loci associated with venular tortuosity and 11 novel associations with venular width. Our causal inference analyses also found that factors linked to arteriolar tortuosity cause elevated diastolic blood pressure and not vice versa.
The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the cardiovascular and nervous systems can be directly inspected, using ophthalmoscopy or retinal imaging. Measurements of ocular parameters may therefore offer important information on the physiology and homeostasis of these two important systems. Here we report the results of a genetic characterisation of retinal vasculature. Four genome-wide association studies performed on different aspects of retinal vasculometry phenotypes, such as arteriolar and venular tortuosity and width, found significant similarities between retinal vascular characteristics and cardiometabolic health. Our analyses identified 119 different regions of association with traits of retinal vasculature, including 89 loci associated arteriolar tortuosity, the strongest of which was rs35131825 (p = 2.00×10-108), 2 loci with arteriolar width (rs12969347, p = 3.30×10-09 and rs5442, p = 1.9E-15), 17 other loci associated with venular tortuosity and 11 novel associations with venular width. Our causal inference analyses also found that factors linked to arteriolar tortuosity cause elevated diastolic blood pressure and not vice versa.The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the cardiovascular and nervous systems can be directly inspected, using ophthalmoscopy or retinal imaging. Measurements of ocular parameters may therefore offer important information on the physiology and homeostasis of these two important systems. Here we report the results of a genetic characterisation of retinal vasculature. Four genome-wide association studies performed on different aspects of retinal vasculometry phenotypes, such as arteriolar and venular tortuosity and width, found significant similarities between retinal vascular characteristics and cardiometabolic health. Our analyses identified 119 different regions of association with traits of retinal vasculature, including 89 loci associated arteriolar tortuosity, the strongest of which was rs35131825 (p = 2.00×10-108), 2 loci with arteriolar width (rs12969347, p = 3.30×10-09 and rs5442, p = 1.9E-15), 17 other loci associated with venular tortuosity and 11 novel associations with venular width. Our causal inference analyses also found that factors linked to arteriolar tortuosity cause elevated diastolic blood pressure and not vice versa.
Audience Academic
Author Owen, Christopher G.
Welikala, Roshan A.
Foster, Paul J.
Barman, Sarah A.
Hysi, Pirro G.
Mahroo, Omar A.
Rudnicka, Alicja R.
Hammond, Christopher J.
Jiang, Xiaofan
Khawaja, Anthony P.
Strachan, David P.
Xu, Zihe
Whincup, Peter H.
AuthorAffiliation 1 UCL Institute of Ophthalmology, London, United Kingdom
4 Section of Ophthalmology, School of Life Course Sciences, King’s College London, London, United Kingdom
8 Population Health Research Institute, St George’s, University of London, London, United Kingdom
Case Western Reserve University, UNITED STATES
6 Department of Medical Biochemistry, Oslo University Hospital, Oslo, Norway
7 Faculty of Science, Engineering and Computing, Kingston University, Penrhyn Road, Kingston upon Thames, Surrey, United Kingdom
2 UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
3 Department of Twin Research and Genetic Epidemiology, King’s College London, London, United Kingdom
5 NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
AuthorAffiliation_xml – name: 4 Section of Ophthalmology, School of Life Course Sciences, King’s College London, London, United Kingdom
– name: 1 UCL Institute of Ophthalmology, London, United Kingdom
– name: 3 Department of Twin Research and Genetic Epidemiology, King’s College London, London, United Kingdom
– name: Case Western Reserve University, UNITED STATES
– name: 5 NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
– name: 2 UCL Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
– name: 6 Department of Medical Biochemistry, Oslo University Hospital, Oslo, Norway
– name: 7 Faculty of Science, Engineering and Computing, Kingston University, Penrhyn Road, Kingston upon Thames, Surrey, United Kingdom
– name: 8 Population Health Research Institute, St George’s, University of London, London, United Kingdom
Author_xml – sequence: 1
  givenname: Xiaofan
  surname: Jiang
  fullname: Jiang, Xiaofan
– sequence: 2
  givenname: Pirro G.
  surname: Hysi
  fullname: Hysi, Pirro G.
– sequence: 3
  givenname: Anthony P.
  surname: Khawaja
  fullname: Khawaja, Anthony P.
– sequence: 4
  givenname: Omar A.
  surname: Mahroo
  fullname: Mahroo, Omar A.
– sequence: 5
  givenname: Zihe
  surname: Xu
  fullname: Xu, Zihe
– sequence: 6
  givenname: Christopher J.
  surname: Hammond
  fullname: Hammond, Christopher J.
– sequence: 7
  givenname: Paul J.
  surname: Foster
  fullname: Foster, Paul J.
– sequence: 8
  givenname: Roshan A.
  surname: Welikala
  fullname: Welikala, Roshan A.
– sequence: 9
  givenname: Sarah A.
  surname: Barman
  fullname: Barman, Sarah A.
– sequence: 10
  givenname: Peter H.
  surname: Whincup
  fullname: Whincup, Peter H.
– sequence: 11
  givenname: Alicja R.
  surname: Rudnicka
  fullname: Rudnicka, Alicja R.
– sequence: 12
  givenname: Christopher G.
  orcidid: 0000-0003-1135-5977
  surname: Owen
  fullname: Owen, Christopher G.
– sequence: 13
  givenname: David P.
  surname: Strachan
  fullname: Strachan, David P.
BackLink https://www.ncbi.nlm.nih.gov/pubmed/36757925$$D View this record in MEDLINE/PubMed
BookMark eNqVkluLEzEYhgdZcQ_6D0QKgoeL1mRy9kIoy7oWFhfcRS9DkmbalGlSk8xi__2mttXOIqLMxQyZ530mk-89rY588LaqnkMwgojBd4vQRa_a0Wpm_QgCCAhHj6oTSAgaMgzw0cHzcXWa0gIARLhgT6pjRBlhoiYn1evLb-ObQfCDaLMrusGdSqZrw9LmuB6s5taHvF7Z9LR63Kg22We7-1l1-_Hi9vzT8Or6cnI-vhoaChka1poopWEDMSfEMGpq0BiAG84tYcAKpBi0SDSMUAq0wY1mZecYTuuaaiDQWTXZaqdBLeQquqWKaxmUkz8XQpxJFbMzrZWQAK2wokRNORaAq1pTTQgjnFFtdVNcH7auVaeXdmqsz1G1PWn_jXdzOQt3UggIKMZF8GYniOF7Z1OWS5eMbVvlbeiSrBnDXHDGSUFfPkB349lQZUOI1gL9pmaq_IDzTSjfNRupHDNUTEQAWqjRH6hyTe3SmVKCxpX1XuBtL1CYbH_kmepSkpObL__Bfv539vprn311wM6tavM8hbbLLvjUB18cTuXXOPaVLMD7LWBiSCnaRhqX1cZTjsG1EgK56f_-gOWm_3LX_xLGD8J7_19j95wMByA
CitedBy_id crossref_primary_10_1007_s13167_025_00411_w
crossref_primary_10_1038_s41467_024_55198_7
crossref_primary_10_1038_s41467_024_52334_1
Cites_doi 10.1007/s00018-008-8080-8
10.1161/ATVBAHA.119.312552
10.1097/HJH.0000000000000095
10.1136/bmjopen-2013-002684
10.1038/s41467-018-04558-1
10.1093/bioinformatics/btw613
10.1007/s00417-014-2800-6
10.1161/HYPERTENSIONAHA.119.13752
10.1172/JCI34772
10.1038/nm.4059
10.1038/ng.2653
10.1016/j.ophtha.2010.08.045
10.1038/ng.3679
10.2147/EB.S9078
10.1371/journal.pgen.1001184
10.7554/eLife.34408
10.1161/HYPERTENSIONAHA.109.132902
10.1161/CIRCULATIONAHA.121.057709
10.1093/ije/26.suppl_1.S6
10.1093/ije/dyt086
10.1007/s00439-018-1942-8
10.1038/s41588-020-0599-0
10.1084/jem.20161645
10.1016/j.ajo.2020.07.027
10.1161/CIRCGENETICS.115.001142
10.1212/WNL.0000000000001309
10.1038/ejhg.2012.20
10.1038/s41588-018-0081-4
10.1038/nmeth.1785
10.1001/jama.2009.978-a
10.1038/s41586-018-0579-z
10.1038/ng.3367
10.1016/j.ophtha.2018.07.022
10.1038/ng.2756
10.1159/000342158
10.1016/j.compbiomed.2016.01.027
10.1093/hmg/ddy422
10.1002/oby.22885
10.1111/ceo.13119
10.1167/iovs.17-21653
10.1016/j.compbiomed.2017.09.005
10.1038/ng.3211
10.1038/s41467-018-03621-1
10.1038/ng.3190
10.1086/519795
10.1038/ng.3538
10.1007/BF00175988
10.1038/ng.3302
10.1093/hmg/dds346
ContentType Journal Article
Copyright Copyright: © 2023 Jiang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
COPYRIGHT 2023 Public Library of Science
2023 Jiang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2023 Jiang et al 2023 Jiang et al
Copyright_xml – notice: Copyright: © 2023 Jiang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
– notice: COPYRIGHT 2023 Public Library of Science
– notice: 2023 Jiang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: 2023 Jiang et al 2023 Jiang et al
CorporateAuthor The UK Biobank Eye and Vision Consortium
UK Biobank Eye and Vision Consortium
CorporateAuthor_xml – name: The UK Biobank Eye and Vision Consortium
– name: UK Biobank Eye and Vision Consortium
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
IOV
ISN
ISR
3V.
7QP
7QR
7SS
7TK
7TM
7TO
7X7
7XB
88E
8FD
8FE
8FH
8FI
8FJ
8FK
ABUWG
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FR3
FYUFA
GHDGH
GNUQQ
H94
HCIFZ
K9.
LK8
M0S
M1P
M7P
P64
PHGZM
PHGZT
PIMPY
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
RC3
7X8
5PM
DOA
DOI 10.1371/journal.pgen.1010583
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
Gale in Context : Opposing Viewpoints
Gale In Context: Canada
Gale in Context: Science
ProQuest Central (Corporate)
Calcium & Calcified Tissue Abstracts
Chemoreception Abstracts
Entomology Abstracts (Full archive)
Neurosciences Abstracts
Nucleic Acids Abstracts
Oncogenes and Growth Factors Abstracts
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Medical Database (Alumni Edition)
Technology Research Database
ProQuest SciTech Collection
ProQuest Natural Science Collection
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials - QC
Biological Science Collection
ProQuest Central
Natural Science Collection
ProQuest One Community College
ProQuest Central
Engineering Research Database
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
AIDS and Cancer Research Abstracts
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
Biological Sciences
ProQuest Health & Medical Collection
Medical Database
Biological Science Database
Biotechnology and BioEngineering Abstracts
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central China
Genetics Abstracts
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Open Access Journals
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Publicly Available Content Database
ProQuest Central Student
Oncogenes and Growth Factors Abstracts
Technology Research Database
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
Nucleic Acids Abstracts
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest One Health & Nursing
ProQuest Natural Science Collection
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Health & Medical Research Collection
Genetics Abstracts
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
Natural Science Collection
ProQuest Central Korea
Health & Medical Research Collection
Biological Science Collection
AIDS and Cancer Research Abstracts
Chemoreception Abstracts
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest Biological Science Collection
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
ProQuest SciTech Collection
Neurosciences Abstracts
ProQuest Hospital Collection (Alumni)
Biotechnology and BioEngineering Abstracts
Entomology Abstracts
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
Engineering Research Database
ProQuest One Academic
Calcium & Calcified Tissue Abstracts
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList
CrossRef

MEDLINE


Publicly Available Content Database
MEDLINE - Academic
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: NPM
  name: PubMed
  url: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 3
  dbid: PIMPY
  name: Publicly Available Content Database
  url: http://search.proquest.com/publiccontent
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
DocumentTitleAlternate GWAS on retinal vasculometry phenotypes
EISSN 1553-7404
ExternalDocumentID oai_doaj_org_article_150ba4a65ad84908a2b6b5575876bebf
PMC9910644
A739875906
36757925
10_1371_journal_pgen_1010583
Genre Research Support, Non-U.S. Gov't
Journal Article
GeographicLocations United Kingdom
United Kingdom--UK
Japan
GeographicLocations_xml – name: United Kingdom
– name: United Kingdom--UK
– name: Japan
GrantInformation_xml – fundername: Medical Research Council
  grantid: G0401527
– fundername: British Heart Foundation
  grantid: PG/15/101/31889
– fundername: Wellcome Trust
– fundername: Medical Research Council
  grantid: MR/N003284/1
– fundername: Medical Research Council
  grantid: MR/T040912/1
– fundername: Cancer Research UK
  grantid: 14136
– fundername: Medical Research Council
  grantid: MC_PC_13048
– fundername: Wellcome Trust
  grantid: 206619/Z/17/Z
– fundername: Medical Research Council
  grantid: G1000143
– fundername: Cancer Research UK
  grantid: C864/A14136
– fundername: ;
– fundername: ;
  grantid: 206619/Z/17/Z
– fundername: ;
  grantid: MC-UU_12015/1
– fundername: ;
  grantid: C864/A14136
– fundername: ;
  grantid: MR/T040912/1
– fundername: ;
  grantid: MR/L02005X/1
– fundername: ;
  grantid: MR/N003284/1
– fundername: ;
  grantid: MC_PC_13048
– fundername: ;
  grantid: PG/15/101/31889
– fundername: ;
  grantid: 262
GroupedDBID ---
123
29O
2WC
53G
5VS
7X7
88E
8FE
8FH
8FI
8FJ
AAFWJ
AAUCC
AAWOE
AAYXX
ABDBF
ABUWG
ACCTH
ACGFO
ACIHN
ACIWK
ACPRK
ACUHS
ADBBV
AEAQA
AENEX
AFFHD
AFKRA
AFPKN
AHMBA
ALMA_UNASSIGNED_HOLDINGS
AOIJS
B0M
BAIFH
BAWUL
BBNVY
BBTPI
BCNDV
BENPR
BHPHI
BPHCQ
BVXVI
BWKFM
CCPQU
CITATION
CS3
DIK
DU5
E3Z
EAP
EAS
EBD
EBS
EJD
EMK
EMOBN
ESX
F5P
FPL
FYUFA
GROUPED_DOAJ
GX1
HCIFZ
HMCUK
HYE
IAO
IGS
IHR
IHW
INH
INR
IOV
ISN
ISR
ITC
KQ8
LK8
M1P
M48
M7P
O5R
O5S
OK1
OVT
P2P
PHGZM
PHGZT
PIMPY
PJZUB
PPXIY
PQGLB
PQQKQ
PROAC
PSQYO
PV9
QF4
QN7
RNS
RPM
RZL
SV3
TR2
TUS
UKHRP
WOW
XSB
~8M
ADRAZ
ALIPV
C1A
CGR
CUY
CVF
ECM
EIF
H13
IPNFZ
NPM
RIG
WOQ
3V.
7QP
7QR
7SS
7TK
7TM
7TO
7XB
8FD
8FK
AZQEC
DWQXO
FR3
GNUQQ
H94
K9.
P64
PKEHL
PQEST
PQUKI
PRINS
RC3
7X8
5PM
ID FETCH-LOGICAL-c6173-2b5aab1f14855c76c20fc04f88e570e93a71e39f75660bc4fb701041d226b093
IEDL.DBID DOA
ISSN 1553-7404
1553-7390
IngestDate Fri Oct 03 12:53:44 EDT 2025
Tue Nov 04 02:06:59 EST 2025
Sun Nov 09 13:06:00 EST 2025
Sat Nov 29 14:19:33 EST 2025
Tue Nov 11 10:27:59 EST 2025
Tue Nov 04 18:03:30 EST 2025
Wed Nov 26 11:21:54 EST 2025
Wed Nov 26 11:22:56 EST 2025
Wed Nov 26 11:13:30 EST 2025
Thu May 22 21:06:43 EDT 2025
Mon Jul 21 05:19:40 EDT 2025
Sat Nov 29 05:47:07 EST 2025
Tue Nov 18 21:28:17 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 2
Language English
License Copyright: © 2023 Jiang et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c6173-2b5aab1f14855c76c20fc04f88e570e93a71e39f75660bc4fb701041d226b093
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
Membership of UK Biobank Eye and Vision Consortium is provided in Supporting Information file S1_Acknowledgments.
We have read the journal’s policy and the authors of this manuscript have the following competing interests: APK has consulted for the following companies: Abbvie, Aerie, Google Health, Novartis, Reichert, Santen and Thea. CJH has consulted for Nevakar Inc.
ORCID 0000-0003-1135-5977
OpenAccessLink https://doaj.org/article/150ba4a65ad84908a2b6b5575876bebf
PMID 36757925
PQID 2787636293
PQPubID 1436339
PageCount e1010583
ParticipantIDs doaj_primary_oai_doaj_org_article_150ba4a65ad84908a2b6b5575876bebf
pubmedcentral_primary_oai_pubmedcentral_nih_gov_9910644
proquest_miscellaneous_2774898785
proquest_journals_2787636293
gale_infotracmisc_A739875906
gale_infotracacademiconefile_A739875906
gale_incontextgauss_ISR_A739875906
gale_incontextgauss_ISN_A739875906
gale_incontextgauss_IOV_A739875906
gale_healthsolutions_A739875906
pubmed_primary_36757925
crossref_citationtrail_10_1371_journal_pgen_1010583
crossref_primary_10_1371_journal_pgen_1010583
PublicationCentury 2000
PublicationDate 2023-02-09
PublicationDateYYYYMMDD 2023-02-09
PublicationDate_xml – month: 02
  year: 2023
  text: 2023-02-09
  day: 09
PublicationDecade 2020
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: San Francisco
– name: San Francisco, CA USA
PublicationTitle PLoS genetics
PublicationTitleAlternate PLoS Genet
PublicationYear 2023
Publisher Public Library of Science
Public Library of Science (PLoS)
Publisher_xml – name: Public Library of Science
– name: Public Library of Science (PLoS)
References J Zheng (pgen.1010583.ref031) 2017; 33
T Luo (pgen.1010583.ref009) 2017; 58
HK Finucane (pgen.1010583.ref033) 2018; 50
RS Vasan (pgen.1010583.ref047) 2009; 302
MK Ikram (pgen.1010583.ref010) 2013; 229
RA Welikala (pgen.1010583.ref018) 2017; 90
E Riboli (pgen.1010583.ref027) 1997; 26
AR Rudnicka (pgen.1010583.ref014) 2020; 220
DS Kuo (pgen.1010583.ref043) 2012; 21
K Rannikmae (pgen.1010583.ref045) 2015; 84
N Day (pgen.1010583.ref028) 1999; 80
Z Zhu (pgen.1010583.ref037) 2016; 48
CG Owen (pgen.1010583.ref021) 2019; 126
JS Joyal (pgen.1010583.ref005) 2016; 22
RA Welikala (pgen.1010583.ref020) 2017
PG Maass (pgen.1010583.ref048) 2015; 47
AN Barbeira (pgen.1010583.ref036) 2018; 9
Y Sun (pgen.1010583.ref006) 2017; 214
E Verbeek (pgen.1010583.ref044) 2012; 20
PR Loh (pgen.1010583.ref023) 2016; 48
BK Bulik-Sullivan (pgen.1010583.ref032) 2015; 47
X Sim (pgen.1010583.ref042) 2013; 8
RA Jensen (pgen.1010583.ref041) 2016; 9
AP Khawaja (pgen.1010583.ref030) 2013; 3
RL Shah (pgen.1010583.ref051) 2018; 137
RA Welikala (pgen.1010583.ref019) 2016; 71
B Sjoblom (pgen.1010583.ref052) 2008; 65
ER Gamazon (pgen.1010583.ref035) 2015; 47
E Koch (pgen.1010583.ref008) 2014; 32
MT Wong-Riley (pgen.1010583.ref001) 2010; 2
S Purcell (pgen.1010583.ref026) 2007; 81
SA Hayat (pgen.1010583.ref029) 2014; 43
RJ Tapp (pgen.1010583.ref011) 2019; 74
AG Bennett (pgen.1010583.ref022) 1994; 232
G Hemani (pgen.1010583.ref040) 2018; 7
HJ Westra (pgen.1010583.ref038) 2013; 45
(pgen.1010583.ref034) 2013; 45
A Veluchamy (pgen.1010583.ref004) 2019; 39
SM Zekavat (pgen.1010583.ref016) 2022; 145
C Sun (pgen.1010583.ref002) 2009; 54
XR Gao (pgen.1010583.ref050) 2019; 28
RJ Tapp (pgen.1010583.ref012) 2020; 28
A Newman (pgen.1010583.ref013) 2018; 46
PG Hysi (pgen.1010583.ref049) 2020; 52
C Bycroft (pgen.1010583.ref017) 2018; 562
T Qi (pgen.1010583.ref039) 2018; 9
MK Ikram (pgen.1010583.ref003) 2010; 6
O Delaneau (pgen.1010583.ref024) 2011; 9
CY Cheung (pgen.1010583.ref007) 2011; 118
PR Loh (pgen.1010583.ref025) 2015; 47
TA Manolio (pgen.1010583.ref015) 2008; 118
JC Zenteno (pgen.1010583.ref046) 2014; 252
References_xml – volume: 65
  start-page: 2688
  issue: 17
  year: 2008
  ident: pgen.1010583.ref052
  article-title: Alpha-actinin structure and regulation
  publication-title: Cell Mol Life Sci
  doi: 10.1007/s00018-008-8080-8
– volume: 39
  start-page: 2542
  issue: 12
  year: 2019
  ident: pgen.1010583.ref004
  article-title: Novel Genetic Locus Influencing Retinal Venular Tortuosity Is Also Associated With Risk of Coronary Artery Disease
  publication-title: Arterioscler Thromb Vasc Biol
  doi: 10.1161/ATVBAHA.119.312552
– volume: 32
  start-page: 890
  issue: 4
  year: 2014
  ident: pgen.1010583.ref008
  article-title: Morphometric analysis of small arteries in the human retina using adaptive optics imaging: relationship with blood pressure and focal vascular changes
  publication-title: J Hypertens
  doi: 10.1097/HJH.0000000000000095
– volume: 3
  issue: 3
  year: 2013
  ident: pgen.1010583.ref030
  article-title: The EPIC-Norfolk Eye Study: rationale, methods and a cross-sectional analysis of visual impairment in a population-based cohort
  publication-title: BMJ Open
  doi: 10.1136/bmjopen-2013-002684
– year: 2017
  ident: pgen.1010583.ref020
  article-title: Automated Quantification of Retinal Vessel Morphometry in the UK Biobank Cohort.
  publication-title: Int Conf Imag Proc
– volume: 9
  start-page: 2282
  issue: 1
  year: 2018
  ident: pgen.1010583.ref039
  article-title: Identifying gene targets for brain-related traits using transcriptomic and methylomic data from blood
  publication-title: Nat Commun
  doi: 10.1038/s41467-018-04558-1
– volume: 33
  start-page: 272
  issue: 2
  year: 2017
  ident: pgen.1010583.ref031
  article-title: LD Hub: a centralized database and web interface to perform LD score regression that maximizes the potential of summary level GWAS data for SNP heritability and genetic correlation analysis
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btw613
– volume: 252
  start-page: 1789
  issue: 11
  year: 2014
  ident: pgen.1010583.ref046
  article-title: Next generation sequencing uncovers a missense mutation in COL4A1 as the cause of familial retinal arteriolar tortuosity
  publication-title: Graefes Arch Clin Exp Ophthalmol
  doi: 10.1007/s00417-014-2800-6
– volume: 74
  start-page: 1383
  issue: 6
  year: 2019
  ident: pgen.1010583.ref011
  article-title: Associations of Retinal Microvascular Diameters and Tortuosity With Blood Pressure and Arterial Stiffness
  publication-title: Hypertension
  doi: 10.1161/HYPERTENSIONAHA.119.13752
– volume: 118
  start-page: 1590
  issue: 5
  year: 2008
  ident: pgen.1010583.ref015
  article-title: A HapMap harvest of insights into the genetics of common disease
  publication-title: J Clin Invest
  doi: 10.1172/JCI34772
– volume: 22
  start-page: 439
  issue: 4
  year: 2016
  ident: pgen.1010583.ref005
  article-title: Retinal lipid and glucose metabolism dictates angiogenesis through the lipid sensor Ffar1
  publication-title: Nat Med
  doi: 10.1038/nm.4059
– volume: 45
  start-page: 580
  issue: 6
  year: 2013
  ident: pgen.1010583.ref034
  article-title: The Genotype-Tissue Expression (GTEx) project.
  publication-title: Nat Genet
  doi: 10.1038/ng.2653
– volume: 118
  start-page: 812
  issue: 5
  year: 2011
  ident: pgen.1010583.ref007
  article-title: Retinal vascular tortuosity, blood pressure, and cardiovascular risk factors
  publication-title: Ophthalmology
  doi: 10.1016/j.ophtha.2010.08.045
– volume: 48
  start-page: 1443
  issue: 11
  year: 2016
  ident: pgen.1010583.ref023
  article-title: Reference-based phasing using the Haplotype Reference Consortium panel
  publication-title: Nat Genet
  doi: 10.1038/ng.3679
– volume: 2
  start-page: 99
  year: 2010
  ident: pgen.1010583.ref001
  article-title: Energy metabolism of the visual system
  publication-title: Eye Brain
  doi: 10.2147/EB.S9078
– volume: 6
  start-page: e1001184
  issue: 10
  year: 2010
  ident: pgen.1010583.ref003
  article-title: Four novel Loci (19q13, 6q24, 12q24, and 5q14) influence the microcirculation in vivo.
  publication-title: PLoS Genet
  doi: 10.1371/journal.pgen.1001184
– volume: 80
  start-page: 95
  issue: Suppl 1
  year: 1999
  ident: pgen.1010583.ref028
  article-title: EPIC-Norfolk: study design and characteristics of the cohort. European Prospective Investigation of Cancer
  publication-title: Br J Cancer
– volume: 7
  year: 2018
  ident: pgen.1010583.ref040
  article-title: The MR-Base platform supports systematic causal inference across the human phenome.
  publication-title: Elife
  doi: 10.7554/eLife.34408
– volume: 54
  start-page: 788
  issue: 4
  year: 2009
  ident: pgen.1010583.ref002
  article-title: Quantitative genetic analysis of the retinal vascular caliber: the Australian Twins Eye Study
  publication-title: Hypertension
  doi: 10.1161/HYPERTENSIONAHA.109.132902
– volume: 145
  start-page: 134
  issue: 2
  year: 2022
  ident: pgen.1010583.ref016
  article-title: Deep Learning of the Retina Enables Phenome- and Genome-Wide Analyses of the Microvasculature
  publication-title: Circulation
  doi: 10.1161/CIRCULATIONAHA.121.057709
– volume: 26
  start-page: S6
  issue: Suppl 1
  year: 1997
  ident: pgen.1010583.ref027
  article-title: The EPIC Project: rationale and study design. European Prospective Investigation into Cancer and Nutrition.
  publication-title: Int J Epidemiol
  doi: 10.1093/ije/26.suppl_1.S6
– volume: 43
  start-page: 1063
  issue: 4
  year: 2014
  ident: pgen.1010583.ref029
  article-title: Cohort profile: A prospective cohort study of objective physical and cognitive capability and visual health in an ageing population of men and women in Norfolk (EPIC-Norfolk 3).
  publication-title: Int J Epidemiol
  doi: 10.1093/ije/dyt086
– volume: 137
  start-page: 881
  issue: 11–12
  year: 2018
  ident: pgen.1010583.ref051
  article-title: Genome-wide association studies for corneal and refractive astigmatism in UK Biobank demonstrate a shared role for myopia susceptibility loci
  publication-title: Hum Genet
  doi: 10.1007/s00439-018-1942-8
– volume: 52
  start-page: 401
  issue: 4
  year: 2020
  ident: pgen.1010583.ref049
  article-title: Meta-analysis of 542,934 subjects of European ancestry identifies new genes and mechanisms predisposing to refractive error and myopia
  publication-title: Nature Genetics
  doi: 10.1038/s41588-020-0599-0
– volume: 214
  start-page: 1753
  issue: 6
  year: 2017
  ident: pgen.1010583.ref006
  article-title: Inflammatory signals from photoreceptor modulate pathological retinal angiogenesis via c-Fos
  publication-title: J Exp Med
  doi: 10.1084/jem.20161645
– volume: 220
  start-page: 140
  year: 2020
  ident: pgen.1010583.ref014
  article-title: Retinal Vasculometry Associations With Glaucoma: Findings From the European Prospective Investigation of Cancer-Norfolk Eye Study
  publication-title: Am J Ophthalmol
  doi: 10.1016/j.ajo.2020.07.027
– volume: 9
  start-page: 45
  issue: 1
  year: 2016
  ident: pgen.1010583.ref041
  article-title: Novel Genetic Loci Associated With Retinal Microvascular Diameter.
  publication-title: Circ Cardiovasc Genet.
  doi: 10.1161/CIRCGENETICS.115.001142
– volume: 8
  issue: 6
  year: 2013
  ident: pgen.1010583.ref042
  article-title: Genetic Loci for Retinal Arteriolar Microcirculation.
  publication-title: Plos One
– volume: 84
  start-page: 918
  issue: 9
  year: 2015
  ident: pgen.1010583.ref045
  article-title: Common variation in COL4A1/COL4A2 is associated with sporadic cerebral small vessel disease
  publication-title: Neurology
  doi: 10.1212/WNL.0000000000001309
– volume: 20
  start-page: 844
  issue: 8
  year: 2012
  ident: pgen.1010583.ref044
  article-title: COL4A2 mutation associated with familial porencephaly and small-vessel disease
  publication-title: Eur J Hum Genet
  doi: 10.1038/ejhg.2012.20
– volume: 50
  start-page: 621
  issue: 4
  year: 2018
  ident: pgen.1010583.ref033
  article-title: Heritability enrichment of specifically expressed genes identifies disease-relevant tissues and cell types
  publication-title: Nat Genet
  doi: 10.1038/s41588-018-0081-4
– volume: 9
  start-page: 179
  issue: 2
  year: 2011
  ident: pgen.1010583.ref024
  article-title: A linear complexity phasing method for thousands of genomes.
  publication-title: Nat Methods
  doi: 10.1038/nmeth.1785
– volume: 302
  start-page: 168
  issue: 2
  year: 2009
  ident: pgen.1010583.ref047
  article-title: Genetic variants associated with cardiac structure and function: a meta-analysis and replication of genome-wide association data
  publication-title: JAMA
  doi: 10.1001/jama.2009.978-a
– volume: 562
  start-page: 203
  issue: 7726
  year: 2018
  ident: pgen.1010583.ref017
  article-title: The UK Biobank resource with deep phenotyping and genomic data
  publication-title: Nature
  doi: 10.1038/s41586-018-0579-z
– volume: 47
  start-page: 1091
  issue: 9
  year: 2015
  ident: pgen.1010583.ref035
  article-title: A gene-based association method for mapping traits using reference transcriptome data
  publication-title: Nat Genet
  doi: 10.1038/ng.3367
– volume: 126
  start-page: 96
  issue: 1
  year: 2019
  ident: pgen.1010583.ref021
  article-title: Retinal Vasculometry Associations with Cardiometabolic Risk Factors in the European Prospective Investigation of Cancer-Norfolk Study
  publication-title: Ophthalmology
  doi: 10.1016/j.ophtha.2018.07.022
– volume: 45
  start-page: 1238
  issue: 10
  year: 2013
  ident: pgen.1010583.ref038
  article-title: Systematic identification of trans eQTLs as putative drivers of known disease associations
  publication-title: Nat Genet
  doi: 10.1038/ng.2756
– volume: 229
  start-page: 125
  issue: 3
  year: 2013
  ident: pgen.1010583.ref010
  article-title: Retinal vascular caliber measurements: clinical significance, current knowledge and future perspectives.
  publication-title: Ophthalmologica
  doi: 10.1159/000342158
– volume: 71
  start-page: 67
  year: 2016
  ident: pgen.1010583.ref019
  article-title: Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies
  publication-title: Computers in Biology and Medicine
  doi: 10.1016/j.compbiomed.2016.01.027
– volume: 28
  start-page: 1162
  issue: 7
  year: 2019
  ident: pgen.1010583.ref050
  article-title: Genome-wide association analyses identify 139 loci associated with macular thickness in the UK Biobank cohort
  publication-title: Hum Mol Genet
  doi: 10.1093/hmg/ddy422
– volume: 28
  start-page: 1750
  issue: 9
  year: 2020
  ident: pgen.1010583.ref012
  article-title: Retinal Vascular Tortuosity and Diameter Associations with Adiposity and Components of Body Composition.
  publication-title: Obesity
  doi: 10.1002/oby.22885
– volume: 46
  start-page: 531
  issue: 5
  year: 2018
  ident: pgen.1010583.ref013
  article-title: Review of the association between retinal microvascular characteristics and eye disease.
  publication-title: Clin Exp Ophthalmol.
  doi: 10.1111/ceo.13119
– volume: 58
  start-page: 2685
  issue: 5
  year: 2017
  ident: pgen.1010583.ref009
  article-title: Retinal Vascular Branching in Healthy and Diabetic Subjects
  publication-title: Invest Ophthalmol Vis Sci
  doi: 10.1167/iovs.17-21653
– volume: 90
  start-page: 23
  year: 2017
  ident: pgen.1010583.ref018
  article-title: Automated arteriole and venule classification using deep learning for retinal images from the UK Biobank cohort
  publication-title: Computers in Biology and Medicine
  doi: 10.1016/j.compbiomed.2017.09.005
– volume: 47
  start-page: 291
  issue: 3
  year: 2015
  ident: pgen.1010583.ref032
  article-title: LD Score regression distinguishes confounding from polygenicity in genome-wide association studies
  publication-title: Nat Genet
  doi: 10.1038/ng.3211
– volume: 9
  start-page: 1825
  issue: 1
  year: 2018
  ident: pgen.1010583.ref036
  article-title: Exploring the phenotypic consequences of tissue specific gene expression variation inferred from GWAS summary statistics
  publication-title: Nat Commun
  doi: 10.1038/s41467-018-03621-1
– volume: 47
  start-page: 284
  issue: 3
  year: 2015
  ident: pgen.1010583.ref025
  article-title: Efficient Bayesian mixed-model analysis increases association power in large cohorts
  publication-title: Nat Genet
  doi: 10.1038/ng.3190
– volume: 81
  start-page: 559
  issue: 3
  year: 2007
  ident: pgen.1010583.ref026
  article-title: PLINK: a tool set for whole-genome association and population-based linkage analyses
  publication-title: Am J Hum Genet
  doi: 10.1086/519795
– volume: 48
  start-page: 481
  issue: 5
  year: 2016
  ident: pgen.1010583.ref037
  article-title: Integration of summary data from GWAS and eQTL studies predicts complex trait gene targets
  publication-title: Nat Genet
  doi: 10.1038/ng.3538
– volume: 232
  start-page: 361
  issue: 6
  year: 1994
  ident: pgen.1010583.ref022
  article-title: Improvements on Littmann’s method of determining the size of retinal features by fundus photography
  publication-title: Graefes Arch Clin Exp Ophthalmol
  doi: 10.1007/BF00175988
– volume: 47
  start-page: 647
  issue: 6
  year: 2015
  ident: pgen.1010583.ref048
  article-title: PDE3A mutations cause autosomal dominant hypertension with brachydactyly
  publication-title: Nat Genet
  doi: 10.1038/ng.3302
– volume: 21
  start-page: R97
  issue: R1
  year: 2012
  ident: pgen.1010583.ref043
  article-title: COL4A1 and COL4A2 mutations and disease: insights into pathogenic mechanisms and potential therapeutic targets
  publication-title: Hum Mol Genet
  doi: 10.1093/hmg/dds346
SSID ssj0035897
Score 2.4597025
Snippet The eye is the window through which light is transmitted and visual sensory signalling originates. It is also a window through which elements of the...
SourceID doaj
pubmedcentral
proquest
gale
pubmed
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage e1010583
SubjectTerms Automation
Biobanks
Biology and Life Sciences
Blood pressure
Blood-vessels
Cameras
Cellular signal transduction
Cohort analysis
Consortia
Genetic aspects
Genome-wide association studies
Genome-Wide Association Study
Genomes
Genomics
Haplotypes
Health services
Homeostasis
Informed consent
Medicine and Health Sciences
Metabolism
Morphology
Phenotype
Phenotypes
Physiological aspects
Questionnaires
Research ethics
Retina
Retinal Vessels
Risk Factors
Veins & arteries
SummonAdditionalLinks – databaseName: Biological Science Database
  dbid: M7P
  link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Lb9QwELaggMSF9yNQICCkntImcRzbJ7QgCkhoqWhVerNsxymV2mTZ7CL13zPjOKERElTiGn-RkhnPeMYef0PI67ysnLDOJGCEPCkcmJQwTiaVKVMLS26V-62Bw898PhdHR3IvbLh1oaxy8IneUVetxT3ynZwjd1oJq9ObxY8Eu0bh6WpooXGVXEOWBOpL9_YGT0yZ6JurMEYTDsl9uDpHebYTNLW9ADVhBpsyQSdLk2fw_9NPX1iopkWUF1al3dv_-z93yK0Qj8azfgLdJVdcc4_c6DtUnt8nWx--zfbjtonxsiMC-8rV9sytlucx1oe1uInbPSAHu-8P3n1MQm-FxELMQpPcMK1NVmdIDmN5afO0tmlRC-EYT52kmmeOyppDuJcaW9SGY-aWVRCumVTSh2SjaRv3mMQFiCDXlWGshmwDu6DWQldSVOg5CycjQgepKht4x7H9xanyh2kc8o_-VxXqQgVdRCQZ31r0vBv_wL9FhY1YZM32D9rlsQpGqCD4NbrQJdOVwANPnZsSvhtSJl4aZ-qIvEB1q_4K6mj7agaTB_I6mZYReeURyJzRYGnOsV53nfr05fASoP35ZUBfJ6CtAKpbkJnV4c4ESB5puybIzQkSnISdDg-zcBBfp35PwYi8HIfxTSy8a1y7RgzSEwkuWEQe9RN-lDGFZJPLHEb4xBQmSpiONCffPYU5ZCUQCxdP_v5ZT8nNHGJKXyQvN8nGarl2z8h1-3N10i2fe1v_BfstXNw
  priority: 102
  providerName: ProQuest
Title GWAS on retinal vasculometry phenotypes
URI https://www.ncbi.nlm.nih.gov/pubmed/36757925
https://www.proquest.com/docview/2787636293
https://www.proquest.com/docview/2774898785
https://pubmed.ncbi.nlm.nih.gov/PMC9910644
https://doaj.org/article/150ba4a65ad84908a2b6b5575876bebf
Volume 19
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 1553-7404
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0035897
  issn: 1553-7404
  databaseCode: DOA
  dateStart: 20050101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVPQU
  databaseName: Biological Science Database
  customDbUrl:
  eissn: 1553-7404
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0035897
  issn: 1553-7404
  databaseCode: M7P
  dateStart: 20050701
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/biologicalscijournals
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Health & Medical Collection
  customDbUrl:
  eissn: 1553-7404
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0035897
  issn: 1553-7404
  databaseCode: 7X7
  dateStart: 20050701
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/healthcomplete
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 1553-7404
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0035897
  issn: 1553-7404
  databaseCode: BENPR
  dateStart: 20050701
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Publicly Available Content Database
  customDbUrl:
  eissn: 1553-7404
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0035897
  issn: 1553-7404
  databaseCode: PIMPY
  dateStart: 20050701
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/publiccontent
  providerName: ProQuest
– providerCode: PRVATS
  databaseName: PLOS
  customDbUrl:
  eissn: 1553-7404
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0035897
  issn: 1553-7404
  databaseCode: FPL
  dateStart: 20050701
  isFulltext: true
  titleUrlDefault: http://www.plos.org/publications/
  providerName: Public Library of Science
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lb9QwEB5BAYkL4k2gLAEh9RSaxEnsHLeoC5XKErVVWU6W7ThQCZJqs4vUf89MnI024tAeuOQQfzl4HvZMPP4G4H2clVYYqwN0Qh4kFl1KaJsHpc5Cg1tuGXe_Bs6P-XwuFou82Gr1RTVhjh7YCW4fAxatEpWlqhR0SKVinekUgwx0Y211RasvRj2bZMqtwSwVrq1KmrKAY1rfX5pjPNrvdfThEhVEuWuYCjbalDru_n9X6K0talw-ubUfzR7Cgz6Q9KduAo_glq0fwz3XWvLqCex9-jY99Zvap1uKBHQlp81vu1pe-VTY1dDf1_YpnM0Ozz5-DvqmCIHBYIMFsU6V0lEVEauL4ZmJw8qESSWETXloc6Z4ZFlecYzTQm2SSnNKuaIS4ywd5uwZ7NRNbV-An-AMYlWiMCtME6h9aSVUmYuSlrzE5h6wjVCk6QnDqW_FL9mdgnFMHNxUJYlS9qL0IBi-unSEGdfgD0jeA5borrsXaASyNwJ5nRF48Ia0Jd3d0cFp5RR1jwlZHmYevOsQRHlRU03ND7VuW3n09fwGoNP5TUAnI9BeD6oalJlR_WUHlDzxbY2QuyMkercZD28McCO-VsaceAQzjNQ8eDsM05dUMVfbZk0Y4hUSXKQePHf2OsiYYZbI8xhH-MiSR0oYj9QXPzvucUwnMIhNXv4Prb2C-zGGjF0NfL4LO6vl2r6Gu-bP6qJdTuA2X_DuKSZw5-BwXpxMOifH56w4nlCVboEjxdGX4vtfnEVVzQ
linkProvider Directory of Open Access Journals
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Jb9NAFH6qUhBc2BdDoQaBejL1PuMDQmEpjZqGiEZtOY1mxuNSCewQJ6D8KP4j73kJtZCglx64Zj5LkzdvnXkLwDM_Tg3XRjkohMwJDYoUVyZxUhW7Gk1u6ldXA4dDNhrx4-NkvAY_21oYSqtsdWKlqNNC0x35ts-od1qM1unV9JtDU6PodbUdoVGzxZ5Z_sCQrXw5eIvn-9z3d95N3uw6zVQBR6O1DhxfRVIqL_OoLYpmsfbdTLthxrmJmGuSQDLPBEnG0NFxlQ4zxShm8VJ0VFTVewk1_nqIvM57sD4e7I8_tao_iHg9zSWKAocFidvU6gXM225Y48UU-YJCZjfiQccWViMD_jQMZyxjN2vzjBncuf6fEfAGXGv8bbtfC8hNWDP5LbhcT-Bc3oat90f9A7vIbSrmJGCdmVt8NfPZ0qb8t4Iuqcs7MLmITd6FXl7k5j7YIVLcl6mKogyjKZrymnGZJjwlyxCaxIKgPUShm77qNN7ji6geCxnGV_VfFXT0ojl6C5zVV9O6r8g_8K-JP1ZY6gpe_VDMTkSjZAQ690qGMo5kyulBV_oqxn1jSMhiZVRmwSZxl6hLbFe6TfSRVzFuTdzYgqcVgjqD5JR6dCIXZSkGHw7PAToYnQf0sQPaakBZgTTTsqkJQcpTW7IOcqODRCWou8st07fkK8VvjrfgyWqZvqTEwtwUC8JQ-yXOeGTBvVq-VjQOMJhmiY8rrCN5nUPoruSnn6sW7Rh1oa8fPvj7tjbhyu5kfyiGg9HeQ7jqo_9cFQQkG9CbzxbmEVzS3-en5exxo2hsEBcsmb8At2-3xw
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Jb9QwFLaqsogLOzRQaECgnsIkzmLngNBAGRi1Gka0anuzbMdpK0EyTGZA89P4d7znLDRCgl564Dr-Inme32q_hZAXNMkM10Z5IITMiwyIFFcm9TKV-BpMbkbt1cDhHptM-PFxOl0jP9taGEyrbHWiVdRZqfGOfEAZ9k5LwDoN8iYtYrozejP75uEEKXxpbcdp1Cyya1Y_IHyrXo934KxfUjp6f_Duo9dMGPA0WO7QoyqWUgV5gC1SNEs09XPtRznnJma-SUPJAhOmOQOnx1c6yhXD-CXIwGlRtg8TaP8rDHuW26zBaWsEwpjXc13iOPRYmPpN1V7IgkHDJK9mwCEYPPsxD3tW0Q4P-NNEnLOR_fzNcwZxdOs_JuVtcrPxwt1hLTZ3yJop7pJr9VzO1T2y_eFouO-WhYslngis83XLr2YxX7mYFVfi1XV1nxxcxiYfkPWiLMwGcSOgPpWZiuMcYiyc_ZpzmaU8Q3sRmdQhYXugQjfd1nHoxxdhnxAZRF31XxXIBqJhA4d43VezutvIP_BvkVc6LPYKtz-U8xPRqB4BLr-SkUximXF85pVUJbBvCBRZoozKHbKFnCbqwttO44kh8C1Es6mfOOS5RWC_kALZ5UQuq0qMPx1eALQ_uQjocw-03YDyEmimZVMpApTHZmU95GYPCapR95dbAWjJV4nf3O-QZ90yfonphoUpl4jBpkyc8dghD2tZ62gcQojNUgorrCeFvUPorxRnp7ZxO8RiEAFEj_6-rS1yHcRR7I0nu4_JDQpOta0SSDfJ-mK-NE_IVf19cVbNn1qN4xJxyWL5C2l3vwY
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=GWAS+on+retinal+vasculometry+phenotypes&rft.jtitle=PLoS+genetics&rft.au=Jiang%2C+Xiaofan&rft.au=Hysi%2C+Pirro+G&rft.au=Khawaja%2C+Anthony+P&rft.au=Mahroo%2C+Omar+A&rft.date=2023-02-09&rft.pub=Public+Library+of+Science&rft.issn=1553-7390&rft.volume=19&rft.issue=2&rft.spage=e1010583&rft_id=info:doi/10.1371%2Fjournal.pgen.1010583&rft.externalDBID=ISR&rft.externalDocID=A739875906
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1553-7404&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1553-7404&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1553-7404&client=summon