ABSTRACT
OBJECTIVE: Parkinson's disease (PD) has been identified as a genetically influenced disease linked to various genetic loci. Previous studies have suggested that neurodegenerative illnesses, including PD, Alzheimer's disease, and Amyotrophic lateral sclerosis (ALS), may share certain genetic loci. Recently, the NEK1 gene was identified as overlapping between PD and ALS. We therefore wanted to explore the potential association between the NEK1 gene single nucleotide polymorphisms (SNPs) and the clinical features and pathophysiology of sporadic PD in a northern Chinese population. METHODS: A total of 510 sporadic PD patients and 510 age- and sex-matched healthy controls (HCs) were included in this study. Two SNPs (rs4563461 and rs66509122) of the NEK1 gene were genotyped using polymerase chain reaction (PCR). And we analyzed the association between NEK1 gene polymorphisms and clinical manifestations. RESULTS: Allele T (C vs. T, P = 0.018) and genotype TT (CC vs. TT: P = 0.021) of rs66509122 among PD group and HCs were significantly different. In addition, we discovered that the rs66509122 genotype TT was associated with depression in early-onset PD (EOPD) (P = 0.031) and diabetes in female PD (P = 0.032). Unfortunately, no distinct correlation of rs4563461 polymorphisms with sporadic PD susceptibility was found in either the overall group (C vs. T, P = 0.086) or other subgroups. However, the T allele of rs4563461 was significantly correlated with sleep disorders in the PD group, especially in the late-onset PD (LOPD) group and male PD group. CONCLUSION: This study found that the NEK1 rs66509122 polymorphism was associated with a lower risk of sporadic PD, while T allele of rs66509122 may be a protective factor for PD. The NEK1 rs4563461 and rs66509122 polymorphisms both showed correlations with some non-motor symptoms in sporadic PD patients. Further research with a larger sample and varied ethnic groups is needed to investigate the role of NEK1 gene polymorphisms in the pathophysiology of PD.
Subject(s)
Genetic Predisposition to Disease , NIMA-Related Kinase 1 , Parkinson Disease , Polymorphism, Single Nucleotide , Adult , Aged , Female , Humans , Male , Middle Aged , Case-Control Studies , China/epidemiology , East Asian People/genetics , Genetic Association Studies , Genotype , NIMA-Related Kinase 1/genetics , Parkinson Disease/geneticsABSTRACT
Loss-of-function variants in NIMA-related kinase 1 (NEK1) constitute a major genetic cause of amyotrophic lateral sclerosis (ALS), accounting for 2 to 3% of all cases. However, how NEK1 mutations cause motor neuron (MN) dysfunction is unknown. Using mass spectrometry analyses for NEK1 interactors and NEK1-dependent expression changes, we find functional enrichment for proteins involved in the microtubule cytoskeleton and nucleocytoplasmic transport. We show that α-tubulin and importin-ß1, two key proteins involved in these processes, are phosphorylated by NEK1 in vitro. NEK1 is essential for motor control and survival in Drosophila models in vivo, while using several induced pluripotent stem cell (iPSC)-MN models, including NEK1 knockdown, kinase inhibition, and a patient mutation, we find evidence for disruptions in microtubule homeostasis and nuclear import. Notably, stabilizing microtubules with two distinct classes of drugs restored NEK1-dependent deficits in both pathways. The capacity of NEK1 to modulate these processes that are critically involved in ALS pathophysiology renders this kinase a formidable therapeutic candidate.
Subject(s)
Amyotrophic Lateral Sclerosis , Humans , Amyotrophic Lateral Sclerosis/genetics , Active Transport, Cell Nucleus , NIMA-Related Kinase 1/genetics , Proteins , Motor Neurons , Microtubules , HomeostasisABSTRACT
The NEK1 kinase controls ciliogenesis, mitosis, and DNA repair, and NEK1 mutations cause human diseases including axial spondylometaphyseal dysplasia and amyotrophic lateral sclerosis. C21ORF2 mutations cause a similar pattern of human diseases, suggesting close functional links with NEK1 Here, we report that endogenous NEK1 and C21ORF2 form a tight complex in human cells. A C21ORF2 interaction domain "CID" at the C-terminus of NEK1 is necessary for its association with C21ORF2 in cells, and pathogenic mutations in this region disrupt the complex. AlphaFold modelling predicts an extended binding interface between a leucine-rich repeat domain in C21ORF2 and the NEK1-CID, and our model may explain why pathogenic mutations perturb the complex. We show that NEK1 mutations that inhibit kinase activity or weaken its association with C21ORF2 severely compromise ciliogenesis, and that C21ORF2, like NEK1 is required for homologous recombination. These data enhance our understanding of how the NEK1 kinase is regulated, and they shed light on NEK1-C21ORF2-associated diseases.
Subject(s)
DNA Repair , Osteochondrodysplasias , Humans , Mutation/genetics , NIMA-Related Kinase 1/genetics , Osteochondrodysplasias/genetics , PhosphorylationABSTRACT
NIMA-related kinase 1(NEK1) gene was related to amyotrophic lateral sclerosis (ALS). However, genetic spectrum and clinical characteristics of ALS patients with NEK1 variants was largely unknown. We conducted genetic analysis on 1587 Chinese ALS patients and used software to predict the pathogenicity of NEK1 missense variant. We searched the literatures in PubMed, Embase, and Web of Science. In our ALS cohort, 42 ALS patients (2.6%) carried NEK1 variants, including 10 novel loss-of-function (LoF) variant carriers and 32 missense variant carriers. 90% of the NEK1 LoF variant carriers had upper limbs onset. The median survival time of LoF variant carriers tend to be shorter than that of probably pathogenic variant carriers (23.80 vs. 42.77 months). In 16 related studies, 167 different NEK1 variants, including 62 LoF and 105 missense variants, were found in 237 reported ALS patients. It was found that the survival time of LoF variant carriers was significantly shorter than that of missense variant carriers. Our study expanded the genotype and phenotype spectrum of ALS patients with NEK1 variants.
Subject(s)
Amyotrophic Lateral Sclerosis , Humans , Amyotrophic Lateral Sclerosis/genetics , Genotype , Mutation, Missense/genetics , Phenotype , Heterozygote , NIMA-Related Kinase 1/geneticsABSTRACT
BACKGROUND: Axial spondylometaphyseal dysplasia(axial SMD) is associated with early-onset retinal dystrophy and various skeletal dysplasias of varying severity. NEK1 is the causative gene for short rib polydactyly syndrome and axial SMD. Here, we report a case of siblings with juvenile retinitis pigmentosa (RP) and NEK1 variants not associated with systemic disorders. MATERIALS AND METHODS: The patients were a 7-year-old-girl and a 9-year-old boy with RP, who were followed for 9 years. Whole exome sequencing (WES) was performed on the siblings and their parents, who were not consanguineous. RESULTS: The corrected visual acuity of the girl and the boy at first visit was binocular 20/63 and 20/100 OD and 20/63 OS, respectively. The siblings had narrowing of retinal blood vessels and retinal pigment epithelium atrophy in the fundus and showed an extinguished pattern in electroretinogram. On optical coherence tomography, there was a mottled ellipsoid band with progressive loss in the outer macular, the edges of which corresponded to the ring of hyperautofluorescence on fundus autofluorescence imaging. The siblings showed progressive visual field constriction. Radiological examination did not reveal any skeletal abnormalities. We identified two rare heterozygous NEK1 variants in the patients: c.240 G>A; p.(M80I) and c.634_639dup;p.(V212_L213dup). Heterozygous variants were recognized in the father and mother, respectively. According to the guidelines of the American College of Medical Genetics and Genomics, both variants were classified as likely pathogenic. CONCLUSION: This is the first report of RP patients with NEK1 variants not associated with skeletal abnormalities.
Subject(s)
Osteochondrodysplasias , Retinal Dystrophies , Retinitis Pigmentosa , Male , Female , Humans , Child , Siblings , Retinitis Pigmentosa/genetics , Tomography, Optical Coherence , Mutation , NIMA-Related Kinase 1/geneticsABSTRACT
Sporadic amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease with a complex genetic architecture. The lengths of two short tandem repeats (STRs), at the NEK1 and STMN2 loci, were recently associated with ALS risk in cohorts of European descent. The STMN2 STR was proposed to be predictive of clinical features including the age of onset and disease duration in bulbar onset cases. We sought to investigate NEK1 and STMN2 STR lengths in a cohort of Australian sporadic ALS cases (n = 608) and neurologically healthy controls (n = 4689) of European ancestry. ExpansionHunter was used to determine NEK1 and STMN2 STR length genotypes from whole-genome sequencing data followed by PCR validation of predicted lengths. No significant association was identified between sporadic ALS risk and the length of either STR. Further, neither NEK1 nor STMN2 STR lengths were indicative of the age of onset or disease duration. We report that the NEK1 and STMN2 STRs were not associated with ALS risk or clinical features in this Australian sporadic ALS cohort.
Subject(s)
Amyotrophic Lateral Sclerosis , NIMA-Related Kinase 1 , Neurodegenerative Diseases , Stathmin , Amyotrophic Lateral Sclerosis/genetics , Amyotrophic Lateral Sclerosis/metabolism , Australia , Humans , Microsatellite Repeats , NIMA-Related Kinase 1/genetics , NIMA-Related Kinase 1/metabolism , Neurodegenerative Diseases/genetics , Neurodegenerative Diseases/metabolism , Stathmin/genetics , Stathmin/metabolismABSTRACT
The Never in mitosis gene A (NIMA) family of serine/threonine kinases is a diverse group of protein kinases implicated in a wide variety of cellular processes, including cilia regulation, microtubule dynamics, mitotic processes, cell growth, and DNA damage response. The founding member of this family was initially identified in Aspergillus and was found to play important roles in mitosis and cell division. The yeast family has one member each, Fin1p in fission yeast and Kin3p in budding yeast, also with functions in mitotic processes, but, overall, these are poorly studied kinases. The mammalian family, the main focus of this review, consists of 11 members named Nek1 to Nek11. With the exception of a few members, the functions of the mammalian Neks are poorly understood but appear to be quite diverse. Like the prototypical NIMA, many members appear to play important roles in mitosis and meiosis, but their functions in the cell go well beyond these well-established activities. In this review, we explore the roles of fungal and mammalian NIMA kinases and highlight the most recent findings in the field.
Subject(s)
Cell Cycle Proteins , Schizosaccharomyces , Animals , Aspergillus/genetics , Aspergillus/metabolism , Cell Cycle Proteins/metabolism , Mammals/metabolism , Mitosis , NIMA-Related Kinase 1/genetics , Protein Kinases/genetics , Saccharomyces cerevisiae/metabolism , Schizosaccharomyces/metabolismABSTRACT
Loss-of-function mutations in NEK1 gene, which encodes a serine/threonine kinase, are involved in human developmental disorders and ALS. Here we show that NEK1 regulates retromer-mediated endosomal trafficking by phosphorylating VPS26B. NEK1 deficiency disrupts endosomal trafficking of plasma membrane proteins and cerebral proteome homeostasis to promote mitochondrial and lysosomal dysfunction and aggregation of α-synuclein. The metabolic and proteomic defects of NEK1 deficiency disrupts the integrity of blood-brain barrier (BBB) by promoting lysosomal degradation of A20, a key modulator of RIPK1, thus sensitizing cerebrovascular endothelial cells to RIPK1-dependent apoptosis and necroptosis. Genetic inactivation of RIPK1 or metabolic rescue with ketogenic diet can prevent postnatal lethality and BBB damage in NEK1 deficient mice. Inhibition of RIPK1 reduces neuroinflammation and aggregation of α-synuclein in the brains of NEK1 deficient mice. Our study identifies a molecular mechanism by which retromer trafficking and metabolism regulates cerebrovascular integrity, cerebral proteome homeostasis and RIPK1-mediated neuroinflammation.
Subject(s)
Blood-Brain Barrier/metabolism , Glucose/metabolism , Multiprotein Complexes/metabolism , NIMA-Related Kinase 1/metabolism , Receptor-Interacting Protein Serine-Threonine Kinases/metabolism , Animals , Animals, Newborn , Cell Line , Cells, Cultured , Cytokines/genetics , Cytokines/metabolism , Enzyme Activation , HEK293 Cells , Humans , Mice, Inbred C57BL , Mice, Knockout , Microglia/cytology , Microglia/metabolism , NIMA-Related Kinase 1/genetics , Necroptosis/genetics , Phosphorylation , Protein Transport , RNA, Messenger/genetics , RNA, Messenger/metabolism , Receptor-Interacting Protein Serine-Threonine Kinases/genetics , Vesicular Transport Proteins/genetics , Vesicular Transport Proteins/metabolismABSTRACT
To analyze the mutational spectrum of known ALS causative genes in China ALS patients. We comprehensively analyzed 51 ALS causative genes by combining different sequencing technologies in 753 unrelated ALS patients from Central South China. The mean age at onset (AAO) was 53.7±11.4 years. The AAO was earlier in the autosomal dominant (AD) ALS patients than in the sporadic ALS (sALS) patients. Bulbar onset was more frequent in females than in males. SOD1 was the most frequently mutated gene in the AD-ALS and the sALS patients, followed by the ATXN2 and FUS genes in the AD-ALS patients and the NEK1 and CACNA1H genes in the sALS patients. Patients with RDVs in the SOD1 or FUS genes had an earlier AAO than the mean AAO of all the patients, while the patients with RDVs in the NEK1 gene showed later onset. SOD1 gene was the most commonly mutated gene in ALS patients in China, followed by ATXN2 and NEK1. The phenotype might be determined synergistically by sex and genetic variants.
Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Ataxin-2/genetics , Genetic Association Studies/methods , Mutation/genetics , RNA-Binding Protein FUS/genetics , Superoxide Dismutase-1/genetics , Age of Onset , Amyotrophic Lateral Sclerosis/epidemiology , Asian People/genetics , China/epidemiology , Female , Genes, Dominant , Humans , Male , Middle Aged , NIMA-Related Kinase 1/genetics , PhenotypeABSTRACT
Human growth is a complex trait. A considerable number of gene defects have been shown to cause short stature, but there are only few examples of genetic causes of non-syndromic tall stature. Besides rare variants with large effects and common risk alleles with small effect size, oligogenic effects may contribute to this phenotype. Exome sequencing was carried out in a tall male (height 3.5 SDS) and his parents. Filtered damaging variants with high CADD scores were validated by Sanger sequencing in the trio and three other affected and one unaffected family members. Network analysis was carried out to assess links between the candidate genes, and the transcriptome of murine growth plate was analyzed by microarray as well as RNA Seq. Heterozygous gene variants in CEP104, CROCC, NEK1, TOM1L2, and TSTD2 predicted as damaging were found to be shared between the four tall family members. Three of the five genes (CEP104, CROCC, and NEK1) belong to the ciliary gene family. All genes are expressed in mouse growth plate. Pathway and network analyses indicated close functional connections. Together, these data expand the spectrum of genes with a role in linear growth and tall stature phenotypes.
Subject(s)
Body Height/genetics , Carrier Proteins/genetics , Cell Cycle Proteins/genetics , Cytoskeletal Proteins/genetics , Growth Disorders/genetics , NIMA-Related Kinase 1/genetics , Thiosulfate Sulfurtransferase/genetics , Adolescent , Animals , Child , Child, Preschool , Exome , Female , Gene Expression , Growth Plate/metabolism , Humans , Infant , Infant, Newborn , Male , Mice , Netherlands , PedigreeABSTRACT
In the last few years, NEK1 has been identified as a new gene related to amyotrophic lateral sclerosis (ALS). Loss-of-function variants have been mostly described, although several missense variants exist, which pathogenic relevance remains to be established. We attempted to determine the contribution of NEK1 gene in an Italian cohort of 531 sporadic and familial amyotrophic lateral sclerosis (ALS) patients applying massive parallel sequencing technologies. We filtered results of NEK1 gene and identified 20 NEK1 rare variants (MAF < 0.01) in 22 patients. In particular, we found two novel frameshift variants (p.Glu929Asnfs*12 and p.Val1030Ilefs*23), 18 missense variants, including the p.Arg261His in three patients, and a novel variant in the start codon, the p.Met1?, which most likely impairs translation initiation. To clarify the role of NEK1 missense variants we investigated NEK1 expression in primary fibroblast cultures. We obtained skin biopsies from four patients with NEK1 variants and we assessed NEK1 expression by western blot and immunofluorescence. We detected a decrease in NEK1 expression in fibroblasts from patients with NEK1 variants, suggesting that missense variants in NEK1 gene may have a pathogenic role. Moreover, we observed additional variants in ALS related genes in seven patients with NEK1 variants (32%), further supporting an oligogenic ALS model.
Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Genetic Association Studies , Genetic Predisposition to Disease , NIMA-Related Kinase 1/genetics , Adult , Aged , Aged, 80 and over , Amyotrophic Lateral Sclerosis/physiopathology , Cohort Studies , Female , Fibroblasts , Humans , Loss of Function Mutation/genetics , Male , Middle Aged , Mutation, Missense/genetics , Primary Cell CultureABSTRACT
Recently, NEK1 (NIMA-related kinase 1) mutations were identified as a cause of amyotrophic lateral sclerosis (ALS), but the relationship between them remains unclear owing to the small sample size and low mutation rate. We made a meta-analysis to make clear the relationship. Eight case-control studies involving 8603 cases and 18,695 controls were enrolled. Results demonstrated that the frequency of NEK1 mutations was 3.1% (95% CI 2.5-3.8%) in ALS patients, including the frequencies of loss of function (LoF) and missense mutations, which were 0.9% (95% CI 0.6-1.1%) and 2.3% (95% CI 1.7-2.8%) in ALS patients, respectively. NEK1 mutations (OR 2.14; 95% CI 1.81-2.52; p < 0.001), including LoF mutations (OR 6.93; 95% CI 4.38-10.96; p < 0.001) and missense mutations (OR 1.65; 95% CI 1.37-1.99; p < 0.001) were associated with a significantly increased risk for ALS. And the risk of NEK1 LoF mutations (OR 6.93) is more than four times of that of NEK1 missense mutations (OR 1.65). Subgroup analysis suggested that the frequency of LoF mutations was higher in European patients (1%) than that in Asian patients (0.7%). In conclusion, NEK1 LoF and missense mutations are low frequencies in ALS patients, but both of them are associated with the increased risk for ALS. Altogether, NEK1 mutations including LoF mutations and missense mutations are more associated with Asian patients than European patients.
Subject(s)
Amyotrophic Lateral Sclerosis , Amyotrophic Lateral Sclerosis/genetics , Asian People , Case-Control Studies , Humans , Mutation , NIMA-Related Kinase 1/geneticsABSTRACT
Loss-of-function (LoF) variants in NEK1 have recently been reported to be associated with amyotrophic lateral sclerosis (ALS). In this study, we investigated the association of NEK1 LoF variants with an increased risk of sporadic ALS (SALS) and the clinical characteristics of patients with SALS carrying LoF variants in a Japanese case series. Whole-exome sequencing analysis was performed for a series of 446 SALS patients in whom pathogenic variants in familial ALS-causative genes have not been identified and 1163 healthy control subjects in our Japanese series. We evaluated LoF variants, defined as nonsense, splice-site disrupting single-nucleotide variants (SNVs), or short insertion/deletion (indel) variants predicted to cause frameshifts in NEK1. We identified seven NEK1 LoF variants in patients with SALS (1.57%), whereas only one was identified in control subjects (0.086%) (P = 0.00073, Fisher's exact test). This finding is consistent with those in recent reports from other regions in the world. In conclusion, we demonstrated that NEK1 LoF variants are also associated with an increased risk of SALS in the Japanese population.
Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Asian People/genetics , Loss of Function Mutation , NIMA-Related Kinase 1/deficiency , Age of Onset , Aged , Amyotrophic Lateral Sclerosis/ethnology , Amyotrophic Lateral Sclerosis/psychology , Codon, Nonsense , Cognition Disorders/genetics , Female , Genetic Association Studies , Genetic Predisposition to Disease , Humans , INDEL Mutation , Male , Middle Aged , Mutation , NIMA-Related Kinase 1/genetics , NIMA-Related Kinase 1/physiology , Polymorphism, Single Nucleotide , Protein Isoforms/genetics , RNA Splice Sites/genetics , Exome SequencingABSTRACT
Mitosis has been validated by numerous anti-cancer drugs as being a druggable process, and selective inhibition of parasite proliferation provides an obvious opportunity for therapeutic intervention against malaria. Mitosis is controlled through the interplay between several protein kinases and phosphatases. We show here that inhibitors of human mitotic kinases belonging to the Aurora family inhibit P. falciparum proliferation in vitro with various potencies, and that a genetic selection for mutant parasites resistant to one of the drugs, Hesperadin, identifies a resistance mechanism mediated by a member of a different kinase family, PfNek1 (PF3D7_1228300). Intriguingly, loss of PfNek1 catalytic activity provides protection against drug action. This points to an undescribed functional interaction between Ark and Nek kinases and shows that existing inhibitors can be used to validate additional essential and druggable kinase functions in the parasite.
Subject(s)
Aurora Kinases , Epistasis, Genetic , Indoles/pharmacology , NIMA-Related Kinase 1 , Plasmodium falciparum , Sulfonamides/pharmacology , Aurora Kinases/antagonists & inhibitors , Aurora Kinases/chemistry , Aurora Kinases/metabolism , Epistasis, Genetic/drug effects , Epistasis, Genetic/genetics , Humans , NIMA-Related Kinase 1/chemistry , NIMA-Related Kinase 1/genetics , NIMA-Related Kinase 1/metabolism , Plasmodium falciparum/drug effects , Plasmodium falciparum/growth & development , Plasmodium falciparum/metabolism , Protozoan Proteins/antagonists & inhibitors , Protozoan Proteins/chemistry , Protozoan Proteins/metabolismABSTRACT
We describe a sporadic amyotrophic lateral sclerosis (ALS) patient who presented rapid progress of muscle weakness and died of respiratory failure one and a half years after onset. Genetic analysis revealed a novel ALS-causing gene NEK1 nonsense mutation p.K1210* and a known pathogenic frontotemporal lobar degeneration (FTD)-causing gene GRN mutation p.C139R. It is rare for ALS patients to carry two different pathogenic mutations simultaneously. The individual only had typically motor neuron dysfunction without any related cognitive symptoms. GRN p.C139R mutation is linked to various clinical phenotypes that include FTD and Alzheimer's disease (AD). The case carrying two different gene mutations expands our understanding of ALS genetics.
Subject(s)
Amyotrophic Lateral Sclerosis , Frontotemporal Dementia , Frontotemporal Lobar Degeneration , Amyotrophic Lateral Sclerosis/genetics , China , Frontotemporal Dementia/genetics , Humans , Mutation/genetics , NIMA-Related Kinase 1/genetics , Progranulins/geneticsABSTRACT
OBJECTIVE: The NEK1 gene has been recently implicated in amyotrophic lateral sclerosis (ALS). This study aims to assess the influence of NEK1 variants on the occurrence of ALS and investigate the spectrum and clinical features of NEK1 loss-of-function (LOF) variants in a Taiwanese ALS cohort. METHODS: We screened 325 unrelated ALS patients for coding variants in NEK1 by targeted resequencing and queried the Taiwan Biobank database for NEK1 coding variants in 1000 Taiwanese healthy individuals. The clinical features of the patients with a NEK1 LOF variant were analyzed. RESULTS: Six patients and two healthy individuals carried NEK1 LOF variants. The rare missense variants with minor allele frequencies <0.1% in Taiwanese population were present in 2.8% of the ALS patients and 1.6% of the healthy subjects. NEK1 LOF variants, but not rare missense variants, are significantly enriched in the ALS patients (P = 0.0037 and 0.24, Fisher's exact test). The odds ratio of an individual carrying a NEK1 LOF variant to develop ALS is 9.39 (95% confidence interval: 1.88-46.7). All the six patients carrying a NEK1 LOF variant had a hand-onset ALS with an onset age from 52 to 64 years. Comparing with ALS patients without a NEK1 LOF variant, patients with a NEK1 LOF variant tend to have a hand-onset disease (P = 0.0008, Fisher's exact test). INTERPRETATION: Our study supports the pathogenic role of NEK1 LOF variants and demonstrates their spectrum and clinical features in a Taiwanese cohort with ALS.
Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Amyotrophic Lateral Sclerosis/physiopathology , Hand/physiopathology , NIMA-Related Kinase 1/genetics , Aged , Female , Humans , Loss of Function Mutation , Male , Middle Aged , TaiwanABSTRACT
Gene-set analyses are used to assess whether there is any evidence of association with disease among a set of biologically related genes. Such an analysis typically treats all genes within the sets similarly, even though there is substantial, external, information concerning the likely importance of each gene within each set. For example, for traits that are under purifying selection, we would expect genes showing extensive genic constraint to be more likely to be trait associated than unconstrained genes. Here we improve gene-set analyses by incorporating such external information into a higher-criticism-based signal detection analysis. We show that when this external information is predictive of whether a gene is associated with disease, our approach can lead to a significant increase in power. Further, our approach is particularly powerful when the signal is sparse, that is when only a small number of genes within the set are associated with the trait. We illustrate our approach with a gene-set analysis of amyotrophic lateral sclerosis (ALS) and implicate a number of gene-sets containing SOD1 and NEK1 as well as showing enrichment of small p values for gene-sets containing known ALS genes. We implement our approach in the R package wHC.
Subject(s)
Amyotrophic Lateral Sclerosis/genetics , Amyotrophic Lateral Sclerosis/pathology , Exome/genetics , Genetic Predisposition to Disease , Genetic Variation , Humans , NIMA-Related Kinase 1/genetics , Superoxide Dismutase-1/genetics , User-Computer InterfaceABSTRACT
The TLK1/Nek1 axis contributes to cell cycle arrest and implementation of the DDR to mediate survival upon DNA damage. However, when the damage is too severe, the cells typically are forced into apoptosis, and the contribution of TLKs in this process has not been investigated. In contrast, it is known that Nek1 may play a role by phosphorylating VDAC1 maintaining proper opening and closure of the channel and thus mitochondrial integrity. We now show that the activating phosphorylation of Nek1-T141 by TLK1 contributes to the phosphorylation and stability of VDAC1 and thereby to mitochondrial permeability and integrity. Treatment of three different cell lines model that overexpress Nek1-T141A mutant with doxorubicin showed exquisite sensitivity to the drug, with implementation of rapid accumulation of cells with subG1 DNA content (apoptotic) and other alterations in the cell cycle. In addition, these cells displayed reduced oxygen consumption under normal conditions and less reliance on mitochondria and more dependence on glycolysis for energy production. Consistent with greater apoptosis, upon treatment with low doses of doxorubicin, cells overexpressing Nek1-T141A displayed leakage of Cyt-C into the cytoplasmic fraction. This suggests that inhibiting the TLK1/Nek1/VDAC1 nexus could sensitize cancer cells to apoptotic killing in combination with an appropriate DNA damaging agent. We in fact have previously reported that Nek1 expression is elevated in advanced Prostate Cancer (PCa) and we now report that VDAC1 expression is elevated and correlated with disease stage, thereby making the TLK1/Nek1/VDAC1 nexus a very attractive target for PCa.
Subject(s)
Apoptosis/genetics , Cell Cycle Checkpoints/genetics , Cell Proliferation/genetics , Mitochondria/metabolism , NIMA-Related Kinase 1/metabolism , Prostatic Neoplasms/metabolism , Protein Serine-Threonine Kinases/metabolism , Voltage-Dependent Anion Channel 1/metabolism , Antibiotics, Antineoplastic/pharmacology , Apoptosis/drug effects , Cell Cycle Checkpoints/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Cytochromes c/metabolism , DNA Damage , Doxorubicin/pharmacology , Gene Expression Regulation, Neoplastic/genetics , HEK293 Cells , Humans , Male , Mitochondria/drug effects , Mitochondria/genetics , NIMA-Related Kinase 1/genetics , Phosphorylation , Prostatic Neoplasms/genetics , Protein Serine-Threonine Kinases/genetics , Voltage-Dependent Anion Channel 1/geneticsABSTRACT
Large-scale sequencing efforts in amyotrophic lateral sclerosis (ALS) have implicated novel genes using gene-based collapsing methods. However, pathogenic mutations may be concentrated in specific genic regions. To address this, we developed two collapsing strategies: One focuses rare variation collapsing on homology-based protein domains as the unit for collapsing, and the other is a gene-level approach that, unlike standard methods, leverages existing evidence of purifying selection against missense variation on said domains. The application of these two collapsing methods to 3093 ALS cases and 8186 controls of European ancestry, and also 3239 cases and 11,808 controls of diversified populations, pinpoints risk regions of ALS genes, including SOD1, NEK1, TARDBP, and FUS While not clearly implicating novel ALS genes, the new analyses not only pinpoint risk regions in known genes but also highlight candidate genes as well.
Subject(s)
Amyotrophic Lateral Sclerosis/genetics , DNA Mutational Analysis/methods , Genetic Predisposition to Disease , Genome-Wide Association Study/methods , Female , Genetic Variation , Humans , Male , Mutation , NIMA-Related Kinase 1/genetics , Protein Domains/genetics , RNA-Binding Protein FUS/genetics , Risk Factors , Superoxide Dismutase-1/genetics , White People/genetics , Exome Sequencing/methodsABSTRACT
Standard therapy for advanced Prostate Cancer (PCa) consists of antiandrogens, which provide respite from disease progression, but ultimately fail resulting in the incurable phase of the disease: mCRPC. Targeting PCa cells before their progression to mCRPC would greatly improve the outcome. Combination therapy targeting the DNA Damage Response (DDR) has been limited by general toxicity, and a goal of clinical trials is how to target the DDR more specifically. We now show that androgen deprivation therapy (ADT) of LNCaP cells results in increased expression of TLK1B, a key kinase upstream of NEK1 and ATR and mediating the DDR that typically results in a temporary cell cycle arrest of androgen responsive PCa cells. Following DNA damage, addition of the TLK specific inhibitor, thioridazine (THD), impairs ATR and Chk1 activation, establishing the existence of a ADT > TLK1 > NEK1 > ATR > Chk1, DDR pathway, while its abrogation leads to apoptosis. Treatment with THD suppressed the outgrowth of androgen-independent (AI) colonies of LNCaP and TRAMP-C2 cells cultured with bicalutamide. Moreover, THD significantly inhibited the growth of several PCa cells in vitro (including AI lines). Administration of THD or bicalutamide was not effective at inhibiting long-term tumor growth of LNCaP xenografts. In contrast, combination therapy remarkably inhibited tumor growth via bypass of the DDR. Moreover, xenografts of LNCaP cells overexpressing a NEK1-T141A mutant were durably suppressed with bicalutamide. Collectively, these results suggest that targeting the TLK1/NEK1 axis might be a novel therapy for PCa in combination with standard of care (ADT).