Using an in Situ Proximity Ligation Assay to Systematically Profile Endogenous Protein-Protein Interactions in a Pathway Network
JOURNAL OF PROTEOME RESEARCH
Authors: Chen, Tzu-Chi; Lin, Kuan-Ting; Chen, Chun-Houh; Lee, Sheng-An; Lee, Pei-Ying; Liu, Yu-Wen; Kuo, Yu-Lun; Wang, Feng-Sheng; Lai, Jin-Mei; Huang, Chi-Ying F.
Abstract
Signal transduction pathways in the cell require protein-protein interactions (PPIs) to respond to environmental cues. Diverse experimental techniques for detecting PPIs have been developed. However, the huge amount of PPI data accumulated from various sources poses a challenge with respect to data reliability. Herein, we collected similar to 700 primary antibodies and employed a highly sensitive and specific technique, an in situ proximity ligation assay, to investigate 1204 endogenous PPIs in HeLa cells, and 557 PPIs of them tested positive. To overview the tested PPIs, we mapped them into 13 PPI public databases, which showed 72% of them were annotated in the Human Protein Reference Database (HPRD) and 8 PPIs were new PPIs not in the PubMed database. Moreover, TP53, CTNNB1, AKT1, CDKN1A, and CASP3 were the top 5 proteins prioritized by topology analyses of the 557 PPI network. Integration of the PPI-pathway interaction revealed that 90 PPIs were cross-talk PPIs linking 17 signaling pathways based on Reactome annotations. The top 2 connected cross-talk PPIs are MAPK3-DAPK1 and FAS-PRKCA interactions, which link 9 and 8 pathways, respectively. In summary, we established an open resource for biological modules and signaling pathway profiles, providing a foundation for comprehensive analysis of the human interactome.
Evidence for rare and common genetic risk variants for schizophrenia at protein kinase C, alpha
MOLECULAR PSYCHIATRY
Authors: Carroll, L. S.; Williams, N. M.; Moskvina, V.; Russell, E.; Norton, N.; Williams, H. J.; Peirce, T.; Georgieva, L.; Dwyer, S.; Grozeva, D.; Greene, E.; Farmer, A.; McGuffin, P.; Morris, D. W.; Corvin, A.; Gill, M.; Rujescu, D.; Sham, P.; Holmans, P.; Jones, I.; Kirov, G.; Craddock, N.; O'Donovan, M. C.; Owen, M. J.
Abstract
We earlier reported a genome-wide significant linkage to schizophrenia at chromosome 17 that was identified in a single pedigree (C702) consisting of six affected, male siblings with DSM-IV schizophrenia and prominent mood symptoms. In this study, we adopted several approaches in an attempt to map the putative disease locus. First, mapping the source of linkage to chromosome 17 in pedigree C702. We refined the linkage region in family C702 to a 21-marker segment spanning 11.7Mb at 17q23-q24 by genotyping a total of 50 microsatellites across chromosome 17 in the pedigree. Analysis of data from 1028 single nucleotide polymorphisms (SNPs) across the refined linkage region identified a single region of homozygosity present in pedigree C702 but not in 2938 UK controls. This spanned similar to 432 kb of the gene encoding protein kinase C, alpha (PRKCA), the encoded protein of which has been implicated in the pathogenesis of psychiatric disorders. Analysis of pedigree C702 by oligonucleotide-array comparative genome hybridization excluded the possibility that this region of homozygosity was because of a deletion. Mutation screening of PRKCA identified a rare, four-marker haplotype (C-HAP) in the 3' untranslated region of the gene, which was present in the homozygous state in all six affected members of pedigree C702. No other homozygotes were observed in genotype data for a total of 6597 unrelated Europeans (case N = 1755, control N = 3580 and parents of probands N = 1262). Second, association analysis of C702 alleles at PRKCA. The low-frequency haplotype (C-HAP) showed a trend for association in a study of unrelated schizophrenia cases and controls from the UK (661 cases, 2824 controls, P = 0.078 and odd ratio (OR) = 1.9) and significant evidence for association when the sample was expanded to include cases with bipolar (N = 710) and schizoaffective disorder (N = 50) (psychosis sample: 1421 cases, 2824 controls, P = 0.037 and OR = 1.9). Given that all the affected members of C702 are male, we also undertook sex-specific analyses. This revealed that the association was strongest in males for both schizophrenia (446 male cases, 1421 male controls, P = 0.008 and OR = 3.9) and in the broader psychosis group (730 male cases, 1421 male controls, P = 0.008 and OR = 3.6). Analysis of C-HAP in follow-up samples from Ireland and Bulgaria revealed no evidence for association in either the whole sample or in males alone, and meta-analysis of all male psychosis samples yielded no significant evidence of association (969 male cases, 1939 male controls, 311 male probands P = 0.304 and OR = 1.4). Third, association mapping of the pedigree C702 linkage region. Independent of pedigree C702, genotype data from the Affymetrix 500k GeneChip set were available for 476 patients with schizophrenia and 2938 controls from the United Kingdom. SNPs in PRKCA showed evidence for association with schizophrenia that achieved gene-wide significance (P = 0.027). Moreover, the same SNP was the most significantly associated marker out of the 1028 SNPs genotyped across the linkage region (rs873417, allelic P = 0.0004). Follow-up genotyping in samples from Ireland, Bulgaria and Germany did not show consistent replication, but meta-analysis of all samples (4116 cases and 6491 controls) remained nominally significant (meta-analysis P = 0.026, OR = 1.1). We conclude that, although we have obtained convergent lines of evidence implicating both rare and common schizophrenia risk variants at PRKCA, none of these is individually compelling. However, the evidence across all approaches suggess that further study of this locus is warranted. Molecular Psychiatry (2010) 15, 1101-1111; doi:10.1038/mp.2009.96; published online 29 September 2009