Comprehensive pharmacogenetic profiling of the epidermal growth factor receptor pathway for biomarkers of response to, and toxicity from, cetuximab.

BACKGROUND: Somatic mutations in the epidermal growth factor receptor (EGFR) intracellular signalling pathways predict non-response to cetuximab in the treatment of advanced colorectal cancer (aCRC). We hypothesised that common germline variants within these pathways may also play similar roles. METHODS: We analysed 54 potentially functional, common, inherited EGFR pathway variants in 815 patients with aCRC treated with oxaliplatin-fluoropyrimidine chemotherapy plus cetuximab. Primary endpoints were response and skin rash (SR). We had >85% power to detect ORs=1.6 for variants with minor allele frequencies >20%. RESULTS: We identified five potential biomarkers for response and four for SR, although none remained significant after correction for multiple testing. Our initial data supported a role for Ser313Pro in PIK3R2 in modulating response to cetuximab-in patients with KRAS wild-type CRCs, 36.4% with one allele encoding proline responded, as compared with 71.2% homozygous for allele encoding serine (OR 0.23, 95% CI 0.09 to 0.56, p=0.0014), and this association was predictive for cetuximab (pinteraction=0.017); however, independent replication failed to validate this association. No previously proposed predictive biomarkers were validated. CONCLUSIONS: Our study highlights the need to validate potential pharmacogenetic biomarkers. We did not find strong evidence for common germline biomarkers of cetuximab response and toxicity.

Exome resequencing identifies potential tumor-suppressor genes that predispose to colorectal cancer.

Inherited factors account for around one third of all colorectal cancers (CRCs) and include rare high penetrance mutations in APC, MSH2, MSH6, and POLE. Here, we sought novel tumor-suppressor genes that predispose to CRC by exome resequencing 50 sporadic patients with advanced CRC (18 diagnosed ≤35 years of age) at a mean coverage of 30×. To help identify potentially pathogenic alleles, we initially sought rare or novel germline truncating mutations in 1,138 genes that were likely to play a role in colorectal tumorigenesis. In total, 32 such mutations were identified and confirmed, and included an insertion in APC and a deletion in POLE, thereby validating our approach for identifying disease alleles. We sought somatic mutations in the corresponding genes in the CRCs of the patients harboring the germline lesions and found biallelic inactivation of FANCM, LAMB4, PTCHD3, LAMC3, and TREX2, potentially implicating these genes as tumor suppressors. We also identified a patient who carried a germline truncating mutation in NOTCH3, part of the Notch signaling cascade that maintains intestinal homeostasis. Our whole exome analyses provided further gene lists to facilitate the identification of potential predisposition alleles.

Pharmacogenetic analyses of 2183 patients with advanced colorectal cancer; potential role for common dihydropyrimidine dehydrogenase variants in toxicity to chemotherapy.

BACKGROUND: Inherited genetic variants may influence response to, and side-effects from, chemotherapy. We sought to generate a comprehensive inherited pharmacogenetic profile for oxaliplatin and 5FU/capecitabine therapy in advanced colorectal cancer (aCRC). METHODS: We analysed more than 200 potentially functional, common, inherited variants in genes within the 5FU, capecitabine, oxaliplatin and DNA repair pathways, together with four rare dihydropyrimidine dehydrogenase (DPYD) variants, in 2183 aCRC patients treated with oxaliplatin-fluoropyrimidine chemotherapy with, or without, cetuximab (from MRC COIN and COIN-B trials). Primary end-points were response, any toxicity and peripheral neuropathy. We had >85% power to detect odds ratios (ORs) = 1.3 for variants with minor allele frequencies >20%. RESULTS: Variants in DNA repair genes (Asn279Ser in EXO1 and Arg399Gln in XRCC1) were most associated with response (OR 1.9, 95% confidence interval [CI] 1.2-2.9, P = 0.004, and OR 0.7, 95% CI 0.5-0.9, P = 0.003, respectively). Common variants in DPYD (Cys29Arg and Val732Ile) were most associated with toxicity (OR 0.8, 95% CI 0.7-1.0, P = 0.008, and OR 1.6, 95% CI 1.1-2.1, P = 0.006, respectively). Two rare DPYD variants were associated with increased toxicity (Asp949Val with neutropenia, nausea and vomiting, diarrhoea and infection; IVS14+1G>A with lethargy, diarrhoea, stomatitis, hand-foot syndrome and infection; all ORs > 3). Asp317His in DCLRE1A was most associated with peripheral neuropathy (OR 1.3, 95% CI 1.1-1.6, P = 0.003). No common variant associations remained significant after Bonferroni correction. CONCLUSIONS: DNA repair genes may play a significant role in the pharmacogenetics of aCRC. Our data suggest that both common and rare DPYD variants may be associated with toxicity to fluoropyrimidine-based chemotherapy.

Role for Nucleotide Excision Repair Gene Variants in Oxaliplatin-Induced Peripheral Neuropathy.

PURPOSE: Oxaliplatin forms part of routine treatment of advanced colorectal cancer; however, it often causes severe peripheral neuropathy, resulting in treatment discontinuation. We sought to determine the molecular and cellular mechanism underlying this toxicity. PATIENTS AND METHODS: We exome resequenced blood DNA samples from nine patients with advanced colorectal cancer who had severe peripheral neuropathy associated with oxaliplatin (PNAO) within 12 weeks of treatment. We Sanger sequenced the ERCC4 and ERCC6 open reading frames in 63 patients with PNAO and carried out targeted genotyping in 1,763 patients without PNAO. We tested the functionality of ERCC4 variants using viability and DNA repair assays in Schizosaccharomyces pombe and human cell lines after exposure to oxaliplatin and ultraviolet light. RESULTS: Exome resequencing identified one patient carrying a novel germline truncating mutation in the nucleotide excision repair (NER) gene ERCC4. This mutation was functionally associated with sensitivity to oxaliplatin (P = 3.5 × 10-2). We subsequently found that multiple rare ERCC4 nonsynonymous variants were over-represented in affected individuals (P = 7.7 × 10-3) and three of these were defective in the repair of ultraviolet light-induced DNA damage (P < 1 × 10-3). We validated a role for NER genes in PNAO by finding that multiple rare ERCC6 nonsynonymous variants were similarly over-represented in affected individuals (P = 2.4 × 10-8). Excluding private variants, 22.2% of patients (14 of 63 patients) with PNAO carried Pro379Ser or Glu875Gly in ERCC4 or Asp425Ala, Gly446Asp, or Ser797Cys in ERCC6, compared with 8.7% of unaffected patients (152 of 1,750 patients; odds ratio, 3.0; 95% CI, 1.6 to 5.6; P = 2.5 × 10-4). CONCLUSION: Our study provides evidence for a role of NER genes in PNAO, together with mechanistic insights.

Building accountability into the Internet of Things: the IoT Databox model.

This paper outlines the IoT Databox model as a means of making the Internet of Things (IoT) accountable to individuals. Accountability is a key to building consumer trust and is mandated by the European Union's general data protection regulation (GDPR). We focus here on the 'external' data subject accountability requirement specified by GDPR and how meeting this requirement turns on surfacing the invisible actions and interactions of connected devices and the social arrangements in which they are embedded. The IoT Databox model is proposed as an in principle means of enabling accountability and providing individuals with the mechanisms needed to build trust into the IoT.

Induction of renal tumorigenesis with elevated levels of somatic loss of heterozygosity in Tsc1+/- mice on a Blm-deficient background.

A Bloom's deficient mouse model (Blm(m3/m3)) has been shown to induce colorectal tumorigenesis when crossed with Apc+/Min mice. Here, we investigated whether the Blm(m3/m3) genotype could induce tumorigenesis in extracolonic tissues in tuberous sclerosis 1-deficient (Tsc1+/-) mice that are predisposed to renal cystadenomas and carcinomas. Genotyping of offspring from Tsc1+/- Blm+/m3 intercrosses showed that a approximately 24% excess of Tsc1+/- over Tsc1+/+ mice died before weaning (P = 0.016), although Blm deficiency had no cumulative effect on Tsc1+/- survival. Tsc1+/- Blm(m3/m3) mice had significantly more macroscopic and microscopic renal lesions at 3 to 6 months compared with Tsc1+/- Blm+/m3 mice (P =0.0003 and 0.0203, respectively), and their tumors showed significantly increased levels of somatic loss of heterozygosity (LOH) of the wild-type Tsc1 (Tsc1wt) allele compared with those from Tsc1+/- Blm+/+ mice (P < 0.0001). Tsc1+/- Blm+/m3 mice did not show significantly more renal lesions compared with Tsc1+/- Blm+/+ animals; however, their lesions still showed significantly increased levels of somatic LOH of the Tsc1wt allele (P = 0.03). Ninety-five percent (19 of 20) of lesions from Tsc1+/- Blm+/m3 mice retained the wild-type Blm (Blm(wt)) allele, indicating that the increased somatic LOH at Tsc1 was mediated by Blm haploinsufficiency. Renal lesions from a Blm-deficient background stained positively with anti-phospho-S6 ribosomal protein (Ser240/244), suggesting that these lesions develop through the normal pathway of Tsc-associated tumorigenesis. This work shows the use of the Blm(m3/m3) mice for inducing renal tumorigenesis, and the high levels (approximately 87%) of LOH in the resultant tumors will help facilitate mapping of loci involved in tumor progression.

Data Work: How Energy Advisors and Clients Make IoT Data Accountable.

We present fieldwork findings from the deployment of an interactive sensing system that supports the work of energy advisors who give face-to-face advice to low-income households in the UK. We focus on how the system and the data it produced are articulated in the interactions between professional energy advisors and their clients, and how they collaboratively anticipate, rehearse, and perform data work. In addition to documenting how the system was appropriated in advisory work, we elaborate the 'overhead cost' of building collaborative action into connected devices and sensing systems, and the commensurate need to support discrete workflows and accountability systems to enable the methodical incorporation of the IoT into collaborative action. We contribute an elaboration of the social, collaborative methods of data work relevant to those who seek to design and study collaborative IoT systems.

Rapid recognition of aberrant dHPLC elution profiles using the Transgenomic Navigator software.

Despite the availability of numerous technologies for detecting mutations, only a few have been formatted for automated mutation calling. Here, we evaluate the utility of the Transgenomic Navigator software to facilitate automated detection of aberrant denaturing high performance liquid chromatography (dHPLC) elution profiles. We used dHPLC to identify germline variants in MSH6, NEIL2, NEIL3, and OGG1 in 172 patients with multiple colorectal adenomas. 3,747 dHPLC profiles were analysed with the Navigator software using three levels of analysis, each differing in the degree of operator input. 43.5% (60/138) and 98.3% (59/60) of products with profiles distinct from wild type ('outliers') harboured novel variants under Level 1 and Levels 2/3 analysis conditions, respectively. We also assessed the utility of the software to rapidly detect samples carrying common polymorphisms by analysing regions of the genes that harbour polymorphisms with minor allele frequencies between 8 and 40%, therein analysing 2,784 profiles. We showed that 1573/1612 (97.6%) and 1137/1172 (97.0%) of PCR products were correctly classified as wild-type and variant, respectively (Level 3 analysis conditions). Finally, we assessed the utility of the software to detect novel variants in fragments that also harboured common polymorphisms and showed that 59/61 (96.7%) of products with profiles outlying both the wild type and polymorphism groups harboured novel variants. We conclude that the Navigator software provides an excellent tool for rapid discrimination of aberrant dHPLC elution profiles that harbour sequence variants.

Early onset seizures and Rett-like features associated with mutations in CDKL5.

Mutations in the CDKL5 gene (also known as STK9) have recently been shown to cause early onset epilepsy and severe mental retardation (ISSX or West syndrome). Patients with CDKL5 mutations sometimes also show features similar to those seen in Rett Syndrome (RTT). We have screened the CDKL5 gene in 94 patients with RTT or a RTT-like phenotype who had tested negative for MECP2 mutations (13 classical RTT female subjects, 25 atypical RTT female subjects, 40 RTT-like female and 16 RTT-like male subjects; 33 of the patients had early onset seizures). Novel pathogenic CDKL5 mutations were identified in three girls, two of whom had initially been diagnosed with the early onset seizure variant of RTT and the other with early onset seizures and some features of RTT. In addition, the 33 patients with early seizures were screened for the most common mutations in the ARX gene but none were found. Combining our three new cases with the previously published cases, 13/14 patients with CDKL5 mutations presented with seizures before the age of 3 months.

Inflammatory bowel disease is linked to 19p13 and associated with ICAM-1.

Genome-wide scans have implicated several susceptibility loci, but linkage of 19p13 (IBD6) to Crohn's disease (CD) has not been fully replicated. We report a replication study of IBD6 in a UK Caucasian population. Two hundred eighty-four affected sibling pairs from 234 families were used for the linkage study. Linkage between IBD6 linkage and CD was replicated (LOD score = 1.59). Two candidate genes (DDXL and ICAM-1) within the IBD6 locus were examined in a case/control study with a total of 228 CD and 243 ulcerative colitis (UC) patients and 407 healthy controls. No association to either UC or CD was found in three novel intronic single nucleotide polymorphisms (SNPs) in DDXL. For ICAM-1, a significant association was found between K469 homozygosity and CD overall (39.9% vs 29.4%; Pc = 0.0096) and between E469 and fistulating disease (21.8% vs 10.0%, Pc = 0.030). In the UC group, limited disease extent was associated with homozygosity of the G241 allele (82.7% vs 64.7%, Pc = 0.0040). These data support linkage for CD at 19p13 and suggest that the amino acid polymorphisms in ICAM-1 may be associated with IBD.

Meta-analysis of three genome-wide association studies identifies susceptibility loci for colorectal cancer at 1q41, 3q26.2, 12q13.13 and 20q13.33.

Genome-wide association studies (GWAS) have identified ten loci harboring common variants that influence risk of developing colorectal cancer (CRC). To enhance the power to identify additional CRC risk loci, we conducted a meta-analysis of three GWAS from the UK which included a total of 3,334 affected individuals (cases) and 4,628 controls followed by multiple validation analyses including a total of 18,095 cases and 20,197 controls. We identified associations at four new CRC risk loci: 1q41 (rs6691170, odds ratio (OR) = 1.06, P = 9.55 × 10⁻¹° and rs6687758, OR = 1.09, P = 2.27 × 10⁻9, 3q26.2 (rs10936599, OR = 0.93, P = 3.39 × 10⁻8), 12q13.13 (rs11169552, OR = 0.92, P = 1.89 × 10⁻¹° and rs7136702, OR = 1.06, P = 4.02 × 10⁻8) and 20q13.33 (rs4925386, OR = 0.93, P = 1.89 × 10⁻¹°). In addition to identifying new CRC risk loci, this analysis provides evidence that additional CRC-associated variants of similar effect size remain to be discovered.

Multiple rare nonsynonymous variants in the adenomatous polyposis coli gene predispose to colorectal adenomas.

It has been proposed that multiple rare variants in numerous genes collectively account for a substantial proportion of multifactorial inherited predisposition to a variety of diseases, including colorectal adenomas (CRA). We have studied this hypothesis by sequencing the adenomatous polyposis coli (APC) gene in 691 unrelated North American patients with CRAs and 969 matched healthy controls. Rare inherited nonsynonymous variants of APC were significantly overrepresented in patients who did not carry conventional pathogenic mutations in the APC or MutY homologue genes [non-familial adenomatous polyposis (FAP) non-MUTYH-associated polyposis (MAP) patients; 81 of 480, 16.9%] compared with patients with FAP or MAP (20 of 211, 9.5%, P = 0.0113), and this overrepresentation was highest in those non-FAP non-MAP patients with 11 to 99 CRAs (30 of 161, 18.6%, P = 0.0103). Furthermore, significantly more non-FAP non-MAP patients carried rare nonsynonymous variants in the functionally important beta-catenin down-regulating domain compared with healthy controls (32 of 480 versus 37 of 969, P = 0.0166). In silico analyses predicted that approximately 46% of the 61 different variants identified were likely to affect function, and upon testing, 7 of 16 nonsynonymous variants were shown to alter beta-catenin-regulated transcription in vitro. These data suggest that multiple rare nonsynonymous variants in APC play a significant role in predisposing to CRAs.

Tsc1 haploinsufficiency without mammalian target of rapamycin activation is sufficient for renal cyst formation in Tsc1+/- mice.

Tuberous sclerosis complex (TSC) is caused by mutations in either the TSC1 or TSC2 gene. Both genes are generally considered to act as tumor suppressors that fulfill Knudson's "two-hit hypothesis" and that function within the phosphoinositide 3-kinase-Akt-mammalian target of rapamycin (mTOR) pathway. We previously generated Tsc1(+/-) mice that are predisposed to renal cysts, which develop into cystadenomas and renal cell carcinomas. Here, we identified somatic Tsc1 mutations (second hits) in approximately 80% of cystadenomas and renal cell carcinomas, but only 31.6% of cysts from Tsc1(+/-) mice (P < 0.0003), raising the possibility that haploinsufficiency for Tsc1 plays a role in cyst formation. Consistent with this proposal, many cysts showed little or no staining for phosphorylated mTOR (53%) and phosphorylated S6 ribosomal protein (37%), whereas >90% of cystadenomas and renal cell carcinomas showed strong staining for both markers (P < 0.0005). We also sought somatic mutations in renal lesions from Tsc1(+/-) Blm(-/-) mice that have a high frequency of somatic loss of heterozygosity, thereby facilitating the detection of second hits. We also found significantly less somatic mutations in cysts as compared with cystadenomas and renal cell carcinomas from these mice (P = 0.017). Our data indicate that although activation of the mTOR pathway is an important step in Tsc-associated renal tumorigenesis, it may not be the key initiating event in this process.

Characterisation of novel mutations in Cockayne syndrome type A and xeroderma pigmentosum group C subjects.

We report that a subject with Cockayne syndrome type A (CS3BE) was a compound heterozygote for mutations in CKN1, the gene encoding the CSA protein (MIM 216400). CS3BE displayed a novel missense mutation (A160V) and a previously described nonsense mutation (E13X). Although residing between the second and third WD-40 repeats characteristic of the CSA protein, A160 is completely conserved in all species that possess a CKN1 homologue. We also describe a mutation in a previously uncharacterised xeroderma pigmentosum group C subject (XP8CA) in the XPC gene (MIM 278720). XP8CA was homozygous for a 2 bp TG deletion in codon 547 resulting in premature termination at codon 572. Immunoblotting of XP8CA extracts confirmed the absence of full-length XPC protein that was present in unaffected cell lines.