Evidence map›Paper›PMID 36108770›Full record

ArticleExperimental eye research2022

Systems genomics in age-related macular degeneration.

Anneke I den Hollander, Robert F Mullins, Luz D Orozco, Andrew P Voigt, Hsu-Hsin Chen, Tobias Strunz, Felix Grassmann, Jonathan L Haines, Jonas J W Kuiper, Santa J Tumminia and 11 more

Open access · hybridAbstract read
In one paragraph

Article in Experimental eye research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
8.0field-weighted citation impact, top 1% 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

19 citing papers in PubMed, 39 citations in OpenAlex.

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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

21 authors at 14 institutions in 4 countries.

Anneke I den HollanderDepartment of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands; AbbVie, Genomics Research Center, Cambridge, MA, USA. Electronic address: anneke.denhollander@abbvie.com.
Robert F MullinsThe University of Iowa Institute for Vision Research, Iowa City, IA, USA; Department of Ophthalmology and Visual Sciences, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA.
Luz D OrozcoGenentech, South San Francisco, CA, USA.
Andrew P VoigtThe University of Iowa Institute for Vision Research, Iowa City, IA, USA; Department of Ophthalmology and Visual Sciences, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA.
Hsu-Hsin ChenGenentech, South San Francisco, CA, USA.
Tobias StrunzInstitute of Human Genetics, University of Regensburg, Regensburg, Germany.
Felix GrassmannHealth and Medical University, Potsdam, Germany.
Jonathan L HainesDepartment of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, USA; Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, OH, USA.
Jonas J W KuiperDepartment of Ophthalmology, University Medical Center Utrecht, Utrecht, the Netherlands; Center of Translational Immunology, University Medical Center Utrecht, Utrecht, the Netherlands.
Santa J TumminiaNational Eye Institute, Bethesda, MD, USA.
Rando AllikmetsDepartment of Ophthalmology, Columbia University, NY, USA; Department of Pathology and Cell Biology, Columbia University, NY, USA.
Gregory S HagemanSharon Eccles Steele Center for Translational Medicine, John A. Moran Eye Center, Department of Ophthalmology & Visual Sciences, University of Utah, Salt Lake City, UT, USA.
Dwight StambolianDepartments of Ophthalmology and Human Genetics, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA.
Caroline C W KlaverDepartment of Ophthalmology, Radboud University Medical Center, Nijmegen, the Netherlands; Departments of Ophthalmology and Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands; Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland.
Jef D BoekeInstitute for Systems Genetics, NYU Langone Health, NY, USA; Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, NY, USA; Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, NY, USA.
Hao ChenGenentech, South San Francisco, CA, USA.
Lee HonigbergGenentech, South San Francisco, CA, USA.
Suresh KattiGemini Therapeutics, Cambridge, MA, USA.
Kelly A FrazerDepartment of Pediatrics, University of California, San Diego, La Jolla, USA; Institute for Genomic Medicine, University of California, San Diego, La Jolla, USA.
Bernhard H F WeberInstitute of Human Genetics, University of Regensburg, Regensburg, Germany; Institute of Clinical Human Genetics, University Hospital Regensburg, Regensburg, Germany.
Michael B GorinDepartments of Ophthalmology and Human Genetics, University of California, Los Angeles, CA, USA.
Radboud University Nijmegen · NLUniversity of Iowa · USCase Western Reserve University · USColumbia University · USGemini Computers (United States) · USInstitute for Systems Biology · USNational Eye Institute · USUniversity Hospital Regensburg · DEUniversity Medical Center Utrecht · NLUniversity of California, Los Angeles · USUniversity of California San Diego · USUniversity of Pennsylvania · USUniversity of Regensburg · DEUniversity of Utah · US

Funding

Supplement for Center for Synthetic Regulatory Genomics: Building CACNA1C alleles associated with Neuropsychiatric DisordersRM1HG009491 · NHGRI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Jef D BOEKE · 2018 to 2026
$20.9M
Development of Complement Modulating Therapeutics for AMDR24EY017404 · NEI · UNIVERSITY OF UTAH · PI HAGEMAN, GREGORY S · 2006 to 2010
$14.8M
University of Utah, Core Vision Research GrantP30EY014800 · NEI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Bryan William Jones · 2005 to 2026
$14.6M
Instrumentation, Fabrication, and Design CoreP30EY019007 · NEI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Xin Zhang · 2010 to 2026
$12.9M
International Advancing genomics through the AMD Genomics Consortium (IAMDGC)R01EY022310 · NEI · VANDERBILT UNIVERSITY · PI BLANTON, SUSAN HALLORAN, HAINES, JONATHAN L · 2012 to 2024
$4.9M
Choriocapillaris Protection and Replacement in AMDR01EY024605 · NEI · UNIVERSITY OF IOWA · PI Robert Foster Mullins, Budd A Tucker · 2014 to 2026
$4.6M
Unraveling the molecular pathology of retinal degeneration through single cell genomicsR01EY031663 · NEI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AYYAGARI, RADHA, FRAZER, KELLY A · 2021 to 2025
$3.3M
Epidemiology of Biomarkers of AMD ProgressionR01EY030614 · NEI · DOHENY EYE INSTITUTE · PI Jonathan L Haines, Margaret A. Pericak-Vance · 2021 to 2026
$3.0M
Deconstructing and Modeling the Single Cell Architecture of the Age-Related Macular Degeneration Retina and RPE/ChoroidR01EY031209 · NEI · UNIVERSITY OF PENNSYLVANIA · PI DEANGELIS, MARGARET M, LI, MINGYAO · 2020 to 2024
$2.7M
Precision medicine for ABCA4 disease: modifier allelesR01EY028203 · NEI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ALLIKMETS, RANDO L · 2018 to 2021
$2.3M
Integrated clinical, genetic and functional analysis of the ABCA4 locusR01EY029315 · NEI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ALLIKMETS, RANDO L · 2019 to 2023
$2.2M
Stargardt disease with low lipofuscinR01EY028954 · NEI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ALLIKMETS, RANDO L · 2019 to 2022
$2.1M
NEI NIH HHS P30 EY014800NEI NIH HHS P30 EY019007NEI NIH HHS R01 EY022310NEI NIH HHS R01 EY024605NEI NIH HHS R01 EY028203NEI NIH HHS R01 EY028954NEI NIH HHS R01 EY029315NEI NIH HHS R01 EY030614NEI NIH HHS R01 EY031209NEI NIH HHS R01 EY031663NEI NIH HHS R24 EY017404NHGRI NIH HHS RM1 HG009491
6 · The paper itself

Abstract

Genomic studies in age-related macular degeneration (AMD) have identified genetic variants that account for the majority of AMD risk. An important next step is to understand the functional consequences and downstream effects of the identified AMD-associated genetic variants. Instrumental for this next step are 'omics' technologies, which enable high-throughput characterization and quantification of biological molecules, and subsequent integration of genomics with these omics datasets, a field referred to as systems genomics. Single cell sequencing studies of the retina and choroid demonstrated that the majority of candidate AMD genes identified through genomic studies are expressed in non-neuronal cells, such as the retinal pigment epithelium (RPE), glia, myeloid and choroidal cells, highlighting that many different retinal and choroidal cell types contribute to the pathogenesis of AMD. Expression quantitative trait locus (eQTL) studies in retinal tissue have identified putative causal genes by demonstrating a genetic overlap between gene regulation and AMD risk. Linking genetic data to complement measurements in the systemic circulation has aided in understanding the effect of AMD-associated genetic variants in the complement system, and supports that protein QTL (pQTL) studies in plasma or serum samples may aid in understanding the effect of genetic variants and pinpointing causal genes in AMD. A recent epigenomic study fine-mapped AMD causal variants by determing regulatory regions in RPE cells differentiated from induced pluripotent stem cells (iPSC-RPE). Another approach that is being employed to pinpoint causal AMD genes is to produce synthetic DNA assemblons representing risk and protective haplotypes, which are then delivered to cellular or animal model systems. Pinpointing causal genes and understanding disease mechanisms is crucial for the next step towards clinical translation. Clinical trials targeting proteins encoded by the AMD-associated genomic loci C3, CFB, CFI, CFH, and ARMS2/HTRA1 are currently ongoing, and a phase III clinical trial for C3 inhibition recently showed a modest reduction of lesion growth in geographic atrophy. The EYERISK consortium recently developed a genetic test for AMD that allows genotyping of common and rare variants in AMD-associated genes. Polygenic risk scores (PRS) were applied to quantify AMD genetic risk, and may aid in predicting AMD progression. In conclusion, genomic studies represent a turning point in our exploration of AMD. The results of those studies now serve as a driving force for several clinical trials. Expanding to omics and systems genomics will further decipher function and causality from the associations that have been reported, and will enable the development of therapies that will lessen the burden of AMD.

Indexed as

Macular DegenerationChoroidComplement Factor HComplement System ProteinsGenomicsHigh-Temperature Requirement A Serine Peptidase 1HumansPolymorphism, Single NucleotideProteinsRetinal Pigment EpitheliumComplement Factor HComplement System ProteinsHigh-Temperature Requirement A Serine Peptidase 1HTRA1 protein, humanProteinsAge-related macular degenerationClinical trialComplement systemExpression quantitative trait locusInduced pluripotent stem cellsiPSc-RPEOmicsPolygenic risk scoresSingle cell sequencingSystems genomics

Identifiers

PMID36108770
PMCPMC10150562
OpenAlexW4295537346

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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 OpenQuestion graph.