Evidence map›Paper›PMID 36737727›Full record

ArticleBMC biology2023

Genome-wide screening reveals the genetic basis of mammalian embryonic eye development.

Justine M Chee, Louise Lanoue, Dave Clary, Kendall Higgins, Lynette Bower, Ann Flenniken, Ruolin Guo, David J Adams, Fatima Bosch, Robert E Braun and 25 more

Open access · goldAbstract read
In one paragraph

Article in BMC biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
5.9field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed, 19 citations in OpenAlex.

  1. Article
  2. Identification of novel genes regulating the development of the palate.Developmental dynamics : an official publication of the American Association of Anatomists · 2026
    Article
  3. Article
  4. Large-scale mouse mutagenesis identifies novel genes affecting vertebral anatomy.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
    Article
  5. Observational
  6. Article
  7. IMPC impact on preclinical mouse models.Mammalian genome : official journal of the International Mammalian Genome Society · 2025
    Article
  8. ATranslational pediatrics · 2025
    Article
  9. Commentary: The International Mouse Phenotyping Consortium: high-throughput in vivo functional annotation of the mammalian genome.Mammalian genome : official journal of the International Mammalian Genome Society · 2024
    Article
  10. Article
  11. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

35 authors at 20 institutions in 15 countries.

Justine M Chee *Oakland University William Beaumont School of Medicine, Rochester, MI, USA.
Louise Lanoue *Mouse Biology Program, University of California Davis, Davis, CA, USA.
Dave ClaryMouse Biology Program, University of California Davis, Davis, CA, USA.
Kendall HigginsUniversity of Miami: Miller School of Medicine, Miami, FL, USA.
Lynette BowerMouse Biology Program, University of California Davis, Davis, CA, USA.
Ann FlennikenThe Centre for Phenogenomics, Toronto, ON, Canada.
Ruolin GuoThe Centre for Phenogenomics, Toronto, ON, Canada.
David J AdamsThe Wellcome Trust Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK.
Fatima BoschCentre of Animal Biotechnology and Gene Therapy (CBATEG), Universitat Autònoma de Barcelona, Barcelona, Spain.
Robert E BraunThe Jackson Laboratory, Bar Harbor, ME, USA.
Steve D M BrownMedical Research Council Harwell Institute, Mammalian Genetics Unit and Mary Lyon Centre, Harwell Campus, Oxfordshire, UK.
H-J Genie ChinNational Laboratory Animal Center, National Applied Research Laboratories (NARLabs), Taipei City, Taiwan.
Mary E DickinsonDepartment of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
Chih-Wei HsuDepartment of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
Michael DobbiePhenomics Australia, The John Curtin School of Medical Research, Canberra, Australia.
Xiang GaoNanjing Biomedical Research Institute, Nanjing University, Nanjing, China.
Sanjeev GalandeIndian Institutes of Science Education and Research, Pune, India.
Anne GroblerFaculty of Health Sciences, PCDDP North-West University, Potchefstroom, South Africa.
Jason D HeaneyDepartment of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA.
Yann HeraultInstitut de Génétique et de Biologie Moléculaire et Cellulaire, Université de Strasbourg, Illkirch, France.
Martin Hrabe de AngelisGerman Mouse Clinic, Institute of Experimental Genetics, Helmholtz Zentrum München, Neuherberg, Germany.
Fabio MammanoMonterotondo Mouse Clinic, Italian National Research Council (CNR), Monterotondo Scalo, Italy.
Lauryl M J NutterThe Centre for Phenogenomics, Toronto, ON, Canada.
Helen ParkinsonEuropean Bioinformatics Institute, Wellcome Genome Campus, Hinxton, Cambridgeshire, UK.
Chuan QinNational Laboratory Animal Center, National Applied Research Laboratories, Beijing, China.
Toshi ShiroishiRIKEN BioResource Center, Tsukuba, Japan.
Radislav SedlacekCzech Center for Phenogenomics, Institute of Molecular Genetics of the Czech Academy of Sciences, Vestec, Czech Republic.
J-K SeongResearch Institute for Veterinary Science, College of Veterinary Medicine, Seoul National University, Seoul, South Korea.
Ying XuCAM-SU Genomic Resource Center, Soochow University, Suzhou, China.
International Mouse Phenotyping Consortium
Brian BrooksOphthalmic Genetics and Visual Function Branch, National Eye Institute, NIH, Bethesda, MD, 20892, USA.
Colin McKerlieThe Hospital for Sick Children, Toronto, ON, Canada.
K C Kent LloydMouse Biology Program, University of California Davis, Davis, CA, USA.
Henrik WesterbergMedical Research Council Harwell Institute, Mammalian Genetics Unit and Mary Lyon Centre, Harwell Campus, Oxfordshire, UK.
Ala MoshiriDepartment of Ophthalmology & Vision Science, School of Medicine, University of California Davis, Sacramento, CA, USA. amoshiri@ucdavis.edu.
Wellcome Sanger Institute · GBUniversity of California, Davis · USBaylor College of Medicine · USHelmholtz Zentrum München · DEHospital for Sick Children · CAIndian Institute of Science Education and Research Pune · INSoochow University · CNCzech Academy of Sciences, Institute of Molecular Genetics · CZEuropean Bioinformatics Institute · GBInstitut de génétique et de biologie moléculaire et cellulaire · FRJackson Laboratory · USMary Lyon Centre at MRC Harwell · GBMedical Research Council · GBNanjing University · CNNational Applied Research Laboratories · TWNational Eye Institute · USNational Research Council · ITNorth-West University · ZAOakland University · USPhenomics Australia

Funding

UM1HG006348: Cas9 Genome Integrity Supplemental ProposalUM1HG006348 · NHGRI · BAYLOR COLLEGE OF MEDICINE · PI Jason D. Heaney, Chih-Wei Logan Hsu · 2016 to 2026
$47.5M
KOMP2-Phase3 Production and Phenotyping by the DTCC Consortium TCP Transfer to UC DavisUM1OD023221 · OD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI KC KENT LLOYD · 2016 to 2026
$45.7M
Mouse Phenotyping Informatics Infrastructure - MP12UM1HG006370 · NHGRI · EUROPEAN MOLECULAR BIOLOGY LABORATORY · PI Pilar Cacheiro Martinez, Helen Elizabeth Parkinson · 2016 to 2026
$20.4M
KOMP Phase II Mouse Production and CryopreservationU42OD011175 · OD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI LLOYD, KC KENT · 2012 to 2015
$18.9M
KOMP Phase II Mouse PhenotypingU54HG006364 · NHGRI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI LLOYD, KC KENT · 2011 to 2015
$16.3M
The Role of ARAP1 in Retinal Photoreceptor HomeostasisK08EY027463 · NEI · UNIVERSITY OF CALIFORNIA AT DAVIS · PI MOSHIRI, ALA · 2017 to 2021
$1.0M
Interrogation and Interpretation of Common Fund Data Sets to Identify Novel Ocular Disease GenesR03OD032622 · OD · UNIVERSITY OF CALIFORNIA AT DAVIS · PI MOSHIRI, ALA · 2021 to 2021
$315k
Medical Research Council MC_U142684172Medical Research Council MC_UP_1502/3Medical Research Council MC_UP_2201/1NEI NIH HHS K08 EY027463NHGRI NIH HHS U54 HG006364NHGRI NIH HHS UM1 HG006348NHGRI NIH HHS UM1 HG006370NIH HHS R03 OD032622NIH HHS U42 OD011175NIH HHS UM1 OD023221
6 · The paper itself

Abstract

backgroundMicrophthalmia, anophthalmia, and coloboma (MAC) spectrum disease encompasses a group of eye malformations which play a role in childhood visual impairment. Although the predominant cause of eye malformations is known to be heritable in nature, with 80% of cases displaying loss-of-function mutations in the ocular developmental genes OTX2 or SOX2, the genetic abnormalities underlying the remaining cases of MAC are incompletely understood. This study intended to identify the novel genes and pathways required for early eye development. Additionally, pathways involved in eye formation during embryogenesis are also incompletely understood. This study aims to identify the novel genes and pathways required for early eye development through systematic forward screening of the mammalian genome.

resultsQuery of the International Mouse Phenotyping Consortium (IMPC) database (data release 17.0, August 01, 2022) identified 74 unique knockout lines (genes) with genetically associated eye defects in mouse embryos. The vast majority of eye abnormalities were small or absent eyes, findings most relevant to MAC spectrum disease in humans. A literature search showed that 27 of the 74 lines had previously published knockout mouse models, of which only 15 had ocular defects identified in the original publications. These 12 previously published gene knockouts with no reported ocular abnormalities and the 47 unpublished knockouts with ocular abnormalities identified by the IMPC represent 59 genes not previously associated with early eye development in mice. Of these 59, we identified 19 genes with a reported human eye phenotype. Overall, mining of the IMPC data yielded 40 previously unimplicated genes linked to mammalian eye development. Bioinformatic analysis showed that several of the IMPC genes colocalized to several protein anabolic and pluripotency pathways in early eye development. Of note, our analysis suggests that the serine-glycine pathway producing glycine, a mitochondrial one-carbon donator to folate one-carbon metabolism (FOCM), is essential for eye formation.

conclusionsUsing genome-wide phenotype screening of single-gene knockout mouse lines, STRING analysis, and bioinformatic methods, this study identified genes heretofore unassociated with MAC phenotypes providing models to research novel molecular and cellular mechanisms involved in eye development. These findings have the potential to hasten the diagnosis and treatment of this congenital blinding disease.

Indexed as

AnophthalmosColobomaEye AbnormalitiesMicrophthalmosAnimalsEmbryonic DevelopmentEyeHumansMammalsMiceMice, KnockoutPhenotypeCPLANEEye developmentIMPCMAC spectrumMouseSerine-glycine biosynthesis

Identifiers

PMID36737727
PMCPMC9898963
OpenAlexW4319079226

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.