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Genetic association for renal traits among participants of African ancestry reveals new loci for renal function.

PLoS genetics | 2011

Chronic kidney disease (CKD) is an increasing global public health concern, particularly among populations of African ancestry. We performed an interrogation of known renal loci, genome-wide association (GWA), and IBC candidate-gene SNP association analyses in African Americans from the CARe Renal Consortium. In up to 8,110 participants, we performed meta-analyses of GWA and IBC array data for estimated glomerular filtration rate (eGFR), CKD (eGFR <60 mL/min/1.73 m(2)), urinary albumin-to-creatinine ratio (UACR), and microalbuminuria (UACR >30 mg/g) and interrogated the 250 kb flanking region around 24 SNPs previously identified in European Ancestry renal GWAS analyses. Findings were replicated in up to 4,358 African Americans. To assess function, individually identified genes were knocked down in zebrafish embryos by morpholino antisense oligonucleotides. Expression of kidney-specific genes was assessed by in situ hybridization, and glomerular filtration was evaluated by dextran clearance. Overall, 23 of 24 previously identified SNPs had direction-consistent associations with eGFR in African Americans, 2 of which achieved nominal significance (UMOD, PIP5K1B). Interrogation of the flanking regions uncovered 24 new index SNPs in African Americans, 12 of which were replicated (UMOD, ANXA9, GCKR, TFDP2, DAB2, VEGFA, ATXN2, GATM, SLC22A2, TMEM60, SLC6A13, and BCAS3). In addition, we identified 3 suggestive loci at DOK6 (p-value = 5.3×10(-7)) and FNDC1 (p-value = 3.0×10(-7)) for UACR, and KCNQ1 with eGFR (p = 3.6×10(-6)). Morpholino knockdown of kcnq1 in the zebrafish resulted in abnormal kidney development and filtration capacity. We identified several SNPs in association with eGFR in African Ancestry individuals, as well as 3 suggestive loci for UACR and eGFR. Functional genetic studies support a role for kcnq1 in glomerular development in zebrafish.

Pubmed ID: 21931561 RIS Download

Associated grants

  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-73002
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95171
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97069
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC55020
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-72992
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-25195
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97068
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97053
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-72997
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-73003
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-45205
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95162
  • Agency: Intramural NIH HHS, United States
    Id: Z01 AG000513
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-05187
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95160
  • Agency: NIGMS NIH HHS, United States
    Id: S06GM008016-380111
  • Agency: NHLBI NIH HHS, United States
    Id: U01 HL053916
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC55018
  • Agency: NHLBI NIH HHS, United States
    Id: R01 HL046380
  • Agency: NHLBI NIH HHS, United States
    Id: R01-HL087660
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95163
  • Agency: NHLBI NIH HHS, United States
    Id: U01 HL080295
  • Agency: NIA NIH HHS, United States
    Id: N01 AG062101
  • Agency: NIGMS NIH HHS, United States
    Id: S06GM008016-320107
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-48047
  • Agency: NHLBI NIH HHS, United States
    Id: U01 HL063463
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97064
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC48049
  • Agency: Intramural NIH HHS, United States
    Id: Z01 HG200362
  • Agency: NHLBI NIH HHS, United States
    Id: R01HL092577-01A1
  • Agency: NCRR NIH HHS, United States
    Id: M01RR00080
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-85081
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC45205
  • Agency: NHLBI NIH HHS, United States
    Id: R01 HL087660
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-55022
  • Agency: NHLBI NIH HHS, United States
    Id: R01 HL092577
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95163
  • Agency: NHLBI NIH HHS, United States
    Id: N01 HC015103
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-55016
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95168
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95169
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97070
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97056
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-72982
  • Agency: NHLBI NIH HHS, United States
    Id: N01 HC085085
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-45204
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-72993
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-73000
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95159
  • Agency: NIA NIH HHS, United States
    Id: 1R01AG032098-01A1
  • Agency: NHLBI NIH HHS, United States
    Id: R01 HL076784
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95095
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC55022
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95165
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95164
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97085
  • Agency: NIA NIH HHS, United States
    Id: N01 AG062106
  • Agency: NHLBI NIH HHS, United States
    Id: U01 HL053938
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC55222
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-55021
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-85086
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC55015
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95162
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC85086
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-73005
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-48050
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95168
  • Agency: NHLBI NIH HHS, United States
    Id: U01 HL064360
  • Agency: NIA NIH HHS, United States
    Id: R01 AG032098
  • Agency: NHLBI NIH HHS, United States
    Id: HL 46380
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-85082
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-73006
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95170
  • Agency: NHGRI NIH HHS, United States
    Id: HHSN268200782096C
  • Agency: NHLBI NIH HHS, United States
    Id: N01 HC-55222
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-55019
  • Agency: NHLBI NIH HHS, United States
    Id: U01 HL077813
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95095
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97071
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97066
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-55015
  • Agency: NIA NIH HHS, United States
    Id: N01 AG062103
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95164
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95165
  • Agency: NHLBI NIH HHS, United States
    Id: U01 HL053941
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95169
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-72995
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95159
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-48049
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97051
  • Agency: NHLBI NIH HHS, United States
    Id: R01-HL-071205
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97062
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-85083
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95161
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-75150
  • Agency: NHLBI NIH HHS, United States
    Id: N01 HC045134
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-55020
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-73001
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-85080
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97060
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95160
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC55016
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC65226
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97073
  • Agency: NCRR NIH HHS, United States
    Id: M01 RR010284
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97054
  • Agency: NHLBI NIH HHS, United States
    Id: U01 HL053934
  • Agency: NHLBI NIH HHS, United States
    Id: U01 HL063429
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC48050
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC55019
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC85082
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95167
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95172
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-72994
  • Agency: NHLBI NIH HHS, United States
    Id: N01 HC085084
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC75150
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC05187
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC48047
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC85083
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95171
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC25195
  • Agency: NHLBI NIH HHS, United States
    Id: R01 HL071205
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-72991
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97072
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95100
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-85079
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95161
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC45204
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97058
  • Agency: NHLBI NIH HHS, United States
    Id: U01 HL053937
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-48048
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC85079
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95166
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-72996
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-55018
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC55021
  • Agency: NIA NIH HHS, United States
    Id: R01 AG028321
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95166
  • Agency: NCRR NIH HHS, United States
    Id: 2M01RR010284
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-97061
  • Agency: NCRR NIH HHS, United States
    Id: M01 RR000080
  • Agency: NHLBI NIH HHS, United States
    Id: N01 HC045133
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-73004
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC85080
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95170
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HB-72998
  • Agency: NHLBI NIH HHS, United States
    Id: N01 HC035129
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC48048
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-95167
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC85081
  • Agency: NHLBI NIH HHS, United States
    Id: N01-HC-65226
  • Agency: NHLBI NIH HHS, United States
    Id: N01HC95172

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Zebrafish Information Network (ZFIN) (tool)

RRID:SCR_002560

Model organism database that serves as central repository and web-based resource for zebrafish genetic, genomic, phenotypic and developmental data. Data represented are derived from three primary sources: curation of zebrafish publications, individual research laboratories and collaborations with bioinformatics organizations. Data formats include text, images and graphical representations.Serves as primary community database resource for laboratory use of zebrafish. Developed and supports integrated zebrafish genetic, genomic, developmental and physiological information and link this information extensively to corresponding data in other model organism and human databases.

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Biowulf at the NIH (tool)

RRID:SCR_007169

The NIH Biowulf cluster is a GNU/Linux parallel processing system designed and built at the National Institutes of Health and managed by the Helix Systems Staff. The system is designed for large numbers of simultaneous jobs common in bioinformatics as well as large-scale distributed memory tasks such as molecular dynamics. Sponsor: This work was supported by the National Institutes of Health Intramural Research Program through the Center for Information Technology and the National Institute of Neurological Disorders and Stroke, and by the Internal National Institute of Standards and Technology Research Fund. Keywords: Software, Program, Processing, System, Simulatenous, Bioinformatics, Memory, Molecular, Dynamics,

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Framingham Heart Study (tool)

RRID:SCR_008963

A longitudinal, epidemiologic study to identify the common risk factors or characteristics that contribute to cardiovascular disease by following its development over a long period of time in a large group of participants who had not yet developed overt symptoms or suffered a heart attack or stroke. Since that time the FHS has studied three generations of participants resulting in biological specimens and data from nearly 15,000 participants. Since 1994, two groups from minority populations, including related individuals have been added to the FHS. FHS welcomes proposals from outside investigators for data and biospecimens. The researchers recruited 5,209 men and women between the ages of 30 and 62 from the town of Framingham, Massachusetts, and began the first round of extensive physical examinations and lifestyle interviews that they would later analyze for common patterns related to CVD development. Since 1948, the subjects have continued to return to the study every two years for a detailed medical history, physical examination, and laboratory tests, and in 1971, the Study enrolled a second generation - 5,124 of the original participants'''' adult children and their spouses - to participate in similar examinations. In 1994, the need to establish a new study reflecting a more diverse community of Framingham was recognized, and the first Omni cohort of the Framingham Heart Study was enrolled. In April 2002 the Study entered a new phase, the enrollment of a third generation of participants, the grandchildren of the Original Cohort. In 2003, a second group of Omni participants was enrolled. Over the years, careful monitoring of the Framingham Study population has led to the identification of major CVD risk factors, as well as valuable information on the effects of these factors such as blood pressure, blood triglyceride and cholesterol levels, age, gender, and psychosocial issues. Risk factors for other physiological conditions such as dementia have been and continue to be investigated. In addition, the relationships between physical traits and genetic patterns are being studied. FHS clinical and research data is stored in the dbGaP and NHLBI Repository repositories and may be accessed by application. Please check the following repositories before applying for data through FHS. Investigators seeking data that is not available through dbGaP or BioLINCC or seeking biological specimens may submit a proposal through the FHS web-based research application. The FHS data repository may be accessed through this FHS website, under the For Researchers link, then Description of Data, in order to determine if and how the desired data is stored. Proposals may involve the use of existing data, the collection of new data, either directly from participants or from previously collected samples, images, or other materials (e.g., medical records). The FHS Repository also has biological specimens available for genetic and non-genetic research proposals. Specimens include urine, blood and blood products, as well as DNA.

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Intramural Research Program (tool)

RRID:SCR_012734

A research program of the NIA which focuses on neuroscience, aging biology, and translational gerontology. The central focus of the program's research is understanding age-related changes in physiology and the ability to adapt to environmental stress, and using that understanding to develop insight about the pathophysiology of age-related diseases. The IRP webpage provides access to other NIH resources such as the Biological Biochemical Image Database, the Bioinformatics Portal, and the Baltimore Longitudinal Study of Aging.

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PLINK (tool)

RRID:SCR_001757

Open source whole genome association analysis toolset, designed to perform range of basic, large scale analyses in computationally efficient manner. Used for analysis of genotype/phenotype data. Through integration with gPLINK and Haploview, there is some support for subsequent visualization, annotation and storage of results. PLINK 1.9 is improved and second generation of the software.

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METAL (tool)

RRID:SCR_002013

Software application designed to facilitate meta-analysis of large datasets (such as several whole genome scans) in a convenient, rapid and memory efficient manner. (entry from Genetic Analysis Software)

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International HapMap Project (tool)

RRID:SCR_002846

THIS RESOURCE IS NO LONGER IN SERVICE, documented August 22, 2016. A multi-country collaboration among scientists and funding agencies to develop a public resource where genetic similarities and differences in human beings are identified and catalogued. Using this information, researchers will be able to find genes that affect health, disease, and individual responses to medications and environmental factors. All of the information generated by the Project will be released into the public domain. Their goal is to compare the genetic sequences of different individuals to identify chromosomal regions where genetic variants are shared. Public and private organizations in six countries are participating in the International HapMap Project. Data generated by the Project can be downloaded with minimal constraints. HapMap project related data, software, and documentation include: bulk data on genotypes, frequencies, LD data, phasing data, allocated SNPs, recombination rates and hotspots, SNP assays, Perlegen amplicons, raw data, inferred genotypes, and mitochondrial and chrY haplogroups; Generic Genome Browser software; protocols and information on assay design, genotyping and other protocols used in the project; and documentation of samples/individuals and the XML format used in the project.

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MACH (tool)

RRID:SCR_009621

QTL analysis based on imputed dosages/posterior_probabilities.

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