RESUMO
BACKGROUND: Here we present an in-depth characterization of the mechanism of sequencer-induced sample contamination due to the phenomenon of index swapping that impacts Illumina sequencers employing patterned flow cells with Exclusion Amplification (ExAmp) chemistry (HiSeqX, HiSeq4000, and NovaSeq). We also present a remediation method that minimizes the impact of such swaps. RESULTS: Leveraging data collected over a two-year period, we demonstrate the widespread prevalence of index swapping in patterned flow cell data. We calculate mean swap rates across multiple sample preparation methods and sequencer models, demonstrating that different library methods can have vastly different swapping rates and that even non-ExAmp chemistry instruments display trace levels of index swapping. We provide methods for eliminating sample data cross contamination by utilizing non-redundant dual indexing for complete filtering of index swapped reads, and share the sequences for 96 non-combinatorial dual indexes we have validated across various library preparation methods and sequencer models. Finally, using computational methods we provide a greater insight into the mechanism of index swapping. CONCLUSIONS: Index swapping in pooled libraries is a prevalent phenomenon that we observe at a rate of 0.2 to 6% in all sequencing runs on HiSeqX, HiSeq 4000/3000, and NovaSeq. Utilizing non-redundant dual indexing allows for the removal (flagging/filtering) of these swapped reads and eliminates swapping induced sample contamination, which is critical for sensitive applications such as RNA-seq, single cell, blood biopsy using circulating tumor DNA, or clinical sequencing.
Assuntos
Sequenciamento de Nucleotídeos em Larga Escala , Análise de Sequência/métodos , DNA/química , DNA/isolamento & purificação , DNA/metabolismo , Biblioteca Gênica , Genoma Humano , Humanos , Análise de Sequência de DNARESUMO
We used a collection of 708 prospectively collected autopsied brains to assess the methylation state of the brain's DNA in relation to Alzheimer's disease (AD). We found that the level of methylation at 71 of the 415,848 interrogated CpGs was significantly associated with the burden of AD pathology, including CpGs in the ABCA7 and BIN1 regions, which harbor known AD susceptibility variants. We validated 11 of the differentially methylated regions in an independent set of 117 subjects. Furthermore, we functionally validated these CpG associations and identified the nearby genes whose RNA expression was altered in AD: ANK1, CDH23, DIP2A, RHBDF2, RPL13, SERPINF1 and SERPINF2. Our analyses suggest that these DNA methylation changes may have a role in the onset of AD given that we observed them in presymptomatic subjects and that six of the validated genes connect to a known AD susceptibility gene network.
Assuntos
Proteínas Adaptadoras de Transdução de Sinal/genética , Doença de Alzheimer/genética , Doença de Alzheimer/patologia , Anquirinas/genética , Proteínas de Transporte/genética , Metilação de DNA/genética , Proteínas Nucleares/genética , Proteínas Supressoras de Tumor/genética , Idoso , Idoso de 80 Anos ou mais , Doença de Alzheimer/epidemiologia , Amiloidose/epidemiologia , Amiloidose/genética , Amiloidose/patologia , Encéfalo/patologia , Encéfalo/fisiologia , Ilhas de CpG/genética , Feminino , Predisposição Genética para Doença/epidemiologia , Predisposição Genética para Doença/genética , Estudo de Associação Genômica Ampla , Humanos , Peptídeos e Proteínas de Sinalização Intracelular , Masculino , Pessoa de Meia-Idade , Mapas de Interação de ProteínasRESUMO
Optic nerve degeneration caused by glaucoma is a leading cause of blindness worldwide. Patients affected by the normal-pressure form of glaucoma are more likely to harbor risk alleles for glaucoma-related optic nerve disease. We have performed a meta-analysis of two independent genome-wide association studies for primary open angle glaucoma (POAG) followed by a normal-pressure glaucoma (NPG, defined by intraocular pressure (IOP) less than 22 mmHg) subgroup analysis. The single-nucleotide polymorphisms that showed the most significant associations were tested for association with a second form of glaucoma, exfoliation-syndrome glaucoma. The overall meta-analysis of the GLAUGEN and NEIGHBOR dataset results (3,146 cases and 3,487 controls) identified significant associations between two loci and POAG: the CDKN2BAS region on 9p21 (rs2157719 [G], ORâ=â0.69 [95%CI 0.63-0.75], pâ=â1.86×10⻹8), and the SIX1/SIX6 region on chromosome 14q23 (rs10483727 [A], ORâ=â1.32 [95%CI 1.21-1.43], pâ=â3.87×10⻹¹). In sub-group analysis two loci were significantly associated with NPG: 9p21 containing the CDKN2BAS gene (rs2157719 [G], ORâ=â0.58 [95% CI 0.50-0.67], pâ=â1.17×10⻹²) and a probable regulatory region on 8q22 (rs284489 [G], ORâ=â0.62 [95% CI 0.53-0.72], pâ=â8.88×10⻹°). Both NPG loci were also nominally associated with a second type of glaucoma, exfoliation syndrome glaucoma (rs2157719 [G], ORâ=â0.59 [95% CI 0.41-0.87], pâ=â0.004 and rs284489 [G], ORâ=â0.76 [95% CI 0.54-1.06], pâ=â0.021), suggesting that these loci might contribute more generally to optic nerve degeneration in glaucoma. Because both loci influence transforming growth factor beta (TGF-beta) signaling, we performed a genomic pathway analysis that showed an association between the TGF-beta pathway and NPG (permuted pâ=â0.009). These results suggest that neuro-protective therapies targeting TGF-beta signaling could be effective for multiple forms of glaucoma.
Assuntos
Síndrome de Exfoliação/genética , Estudo de Associação Genômica Ampla , Glaucoma de Ângulo Aberto/genética , Degeneração Neural , Fator de Crescimento Transformador beta , Alelos , Cromossomos Humanos Par 8 , Cromossomos Humanos Par 9 , Proteínas de Homeodomínio/genética , Humanos , Degeneração Neural/genética , Degeneração Neural/patologia , Nervo Óptico/patologia , Polimorfismo de Nucleotídeo Único , RNA Longo não Codificante , RNA não Traduzido/genética , Fator de Crescimento Transformador beta/genética , Fator de Crescimento Transformador beta/metabolismoRESUMO
Primary open-angle glaucoma (POAG) is a genetically complex common disease characterized by progressive optic nerve degeneration that results in irreversible blindness. Recently, a genome-wide association study (GWAS) for POAG in an Icelandic population identified significant associations with single nucleotide polymorphisms (SNPs) between the CAV1 and CAV2 genes on chromosome 7q31. In this study, we confirm that the identified SNPs are associated with POAG in our Caucasian US population and that specific haplotypes located in the CAV1/CAV2 intergenic region are associated with the disease. We also present data suggesting that associations with several CAV1/CAV2 SNPs are significant mostly in women.
Assuntos
Caveolina 1/genética , Caveolina 2/genética , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Glaucoma de Ângulo Aberto/genética , Polimorfismo de Nucleotídeo Único/genética , População Branca/genética , Idoso , DNA Intergênico/genética , Feminino , Haplótipos/genética , Humanos , Islândia , Glaucoma de Baixa Tensão/genética , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Caracteres Sexuais , Transdução de Sinais , Estados UnidosRESUMO
New strategies for prevention and treatment of type 2 diabetes (T2D) require improved insight into disease etiology. We analyzed 386,731 common single-nucleotide polymorphisms (SNPs) in 1464 patients with T2D and 1467 matched controls, each characterized for measures of glucose metabolism, lipids, obesity, and blood pressure. With collaborators (FUSION and WTCCC/UKT2D), we identified and confirmed three loci associated with T2D-in a noncoding region near CDKN2A and CDKN2B, in an intron of IGF2BP2, and an intron of CDKAL1-and replicated associations near HHEX and in SLC30A8 found by a recent whole-genome association study. We identified and confirmed association of a SNP in an intron of glucokinase regulatory protein (GCKR) with serum triglycerides. The discovery of associated variants in unsuspected genes and outside coding regions illustrates the ability of genome-wide association studies to provide potentially important clues to the pathogenesis of common diseases.
