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DNA methylation is an essential epigenetic mark whose role in gene regulation and its dependency on genomic sequence and environment are not fully understood. In this study we provide novel insights into the mechanistic relationships between genetic variation, DNA methylation and transcriptome sequencing data in three different cell-types of the GenCord human population cohort. We find that the association between DNA methylation and gene expression variation among individuals are likely due to different mechanisms from those establishing methylation-expression patterns during differentiation. Furthermore, cell-type differential DNA methylation may delineate a platform in which local inter-individual changes may respond to or act in gene regulation. We show that unlike genetic regulatory variation, DNA methylation alone does not significantly drive allele specific expression. Finally, inferred mechanistic relationships using genetic variation as well as correlations with TF abundance reveal both a passive and active role of DNA methylation to regulatory interactions influencing gene expression. Variations occur throughout our genome. These variations can cause genes to be expressed (switched on) in slightly different ways among individuals. Moreover, the same gene can also be expressed in different ways in different cells within an individual. A third level of variation is supplied by epigenetic markers: these are molecules that bind to the DNA at specific points and can have profound effects on the expression of nearby genes. One such epigenetic marker is the addition of a methyl group to a cytosine base, a process that is known as DNA methylation. DNA methylation usually happens when a cytosine base is next to a guanine base, forming a CpG site. In mammals, most CpG sites have methyl groups attached, although regions with a lot of CpG sites (called CpG islands) are mostly unmethylated. Initial studies suggested that methylation prevented particular genes from being expressed, but more recent work has indicated that methylation can be associated with both reduced and increased expression of genes. Moreover, it is not clear if this association is active (i.e., changes in methylation drive changes in gene expression) or passive (DNA methylation is the result of gene regulation). Now, Gutierrez-Arcelus et al. have carried out a large-scale study to clarify the relationships between three different types of gene-related variations among individuals. They extracted fibroblasts, T-cells and lymphoblastoid cells from the umbilical cords of 204 babies, and analysed them for variations in DNA sequence, gene expression and DNA methylation. Their results show that the associations between the three are more complex than was previously thought. Gutierrez-Arcelus et al. show that the mechanisms that control the association between the variations in DNA methylation and gene expression in individuals are likely to be different to those that are responsible for the establishment of methylation patterns during the process of cell differentiation. They also find that the association between DNA methylation and gene expression can be either active or passive, and can depend on the context in which they occur in our genome. Finally, where the two copies or alleles of a gene are not equally expressed in a given cell, the difference in expression is primarily regulated by DNA sequence variation, with DNA methylation having little or no role on its own. Equally complex interactions and effects are expected in further studies of genetic and epigenetic variation.

Understanding how genetic variation affects distinct cellular phenotypes, such as gene expression levels, alternative splicing and DNA methylation levels, is essential for better understanding of complex diseases and traits. Furthermore, how inter-individual variation of DNA methylation is associated to gene expression is just starting to be studied. In this study, we use the GenCord cohort of 204 newborn Europeans' lymphoblastoid cell lines, T-cells and fibroblasts derived from umbilical cords. The samples were previously genotyped for 2.5 million SNPs, mRNA-sequenced, and assayed for methylation levels in 482,421 CpG sites. We observe that methylation sites associated to expression levels are enriched in enhancers, gene bodies and CpG island shores. We show that while the correlation between DNA methylation and gene expression can be positive or negative, it is very consistent across cell-types. However, this epigenetic association to gene expression appears more tissue-specific than the genetic effects on gene expression or DNA methylation (observed in both sharing estimations based on P-values and effect size correlations between cell-types). This predominance of genetic effects can also be reflected by the observation that allele specific expression differences between individuals dominate over tissue-specific effects. Additionally, we discover genetic effects on alternative splicing and interestingly, a large amount of DNA methylation correlating to alternative splicing, both in a tissue-specific manner. The locations of the SNPs and methylation sites involved in these associations highlight the participation of promoter proximal and distant regulatory regions on alternative splicing. Overall, our results provide high-resolution analyses showing how genome sequence variation has a broad effect on cellular phenotypes across cell-types, whereas epigenetic factors provide a secondary layer of variation that is more tissue-specific. Furthermore, the details of how this tissue-specificity may vary across inter-relations of molecular traits, and where these are occurring, can yield further insights into gene regulation and cellular biology as a whole.

Aneuploidy is a major source of gene dosage imbalance due to copy number alterations (CNA), and viable human trisomies are model disorders of altered gene expression. We study gene and allele-specific expression (ASE) of 9668 single-cell fibroblasts from trisomy 21 (T21) discordant twins and from mosaic T21, T18, T13 and T8. We examine 928 single cells with deep scRNAseq. Expected and observed overexpression of trisomic genes in trisomic vs. diploid bulk RNAseq is not detectable in trisomic vs. diploid single cells. Instead, for trisomic genes with low-to-average expression, their altered gene dosage is mainly due to the higher fraction of trisomic cells simultaneously expressing these genes, in agreement with a stochastic 2-state burst-like model of transcription. These results, confirmed in a further analysis of 8740 single fibroblasts with shallow scRNAseq, suggest that the specific transcriptional profile of each gene contributes to the phenotypic variability of trisomies. We propose an improved model to understand the effects of CNA and, generally, of gene regulation on gene dosage imbalance. Gene dosage anomalies such as those caused by aneuploidy underlie diseases including Down syndrome. Here, the authors perform allele-specific single cell transcriptome analysis to investigate the mechanisms of gene dosage imbalance in fibroblasts with trisomies T21, T18, T13 and T8.

Marinesco–Sjögren syndrome (MSS) is a rare autosomal recessive neuromuscular disorder marked by ataxia, muscle weakness, cataracts, and often intellectual and skeletal abnormalities. It is commonly caused by loss-of-function variants in the SIL1 gene, which impair binding immunoglobulin protein (BiP) function, leading to protein misfolding and activation of the unfolded protein response. In a 2-year-old patient with typical MSS symptoms, we identified a previously unreported c.1024G>A (p.E342K) variant in SIL1 via whole-exome sequencing. The pathogenicity of this Sil1 variant was supported by evidence of structural changes revealed through in silico predictions, circular dichroism, and native gel electrophoresis. Patient-derived fibroblasts exhibited reduced Sil1 protein levels, likely due to misfolding and degradation, which was partially rescued by proteasome inhibition. Proteomics revealed a profile similar to known MSS cases and a distinctive MSS transcriptional signature. Ultrastructural analysis confirmed typical MSS features, such as autophagic vacuoles and lipid droplets. Although the p.E342K phenotype appears milder than the reference pathogenic variant R111X, our findings support the reclassification of this novel variant as pathogenic, in accordance with the American College of Medical Genetics and Genomics/Association for Molecular Pathology (ACMG/AMP) 2015 guidelines and the refinements proposed by the Clinical Genome Resource Sequence Variant Interpretation (ClinGen SVI) recommendations. Furthermore, the overall evidence also provides important insights into the genotype–phenotype correlation and the underlying pathogenic mechanism of the p.E342K variant.

Alteration of the number of copies of double minutes (DMs) with oncogenic EGFR mutations in response to tyrosine kinase inhibitors is a novel adaptive mechanism of glioblastoma. Here we provide evidence that such mutations in DMs, called here amplification-linked extrachromosomal mutations (ALEMs), originate extrachromosomally and could therefore be completely eliminated from the cancer cells. By exome sequencing of seven glioblastoma patients we reveal ALEMs in EGFR, PDGFRA and other genes. These mutations together with DMs are lost by cancer cells in culture. We confirm the extrachromosomal origin of such mutations by showing that wild-type and mutated DMs may coexist in the same tumour. Analysis of 4,198 tumours suggests the presence of ALEMs across different tumour types with the highest prevalence in glioblastomas and low-grade gliomas. The extrachromosomal nature of ALEMs explains the observed drastic changes in the amounts of mutated oncogenes (like EGFR or PDGFRA ) in glioblastoma in response to environmental changes. Human cancers are characterised by increased levels of genomic instability. Here, the authors show that a new class of mutation that occurs in glioblastoma, double minutes, may facilitate tumour drug resistance by acquiring gain-of-function extrachromosomal mutations, mediated by focal amplifications.

DNA methylation is essential in mammalian development. We have hypothesized that methylation differences induced by trisomy 21 (T21) contribute to the phenotypic characteristics and heterogeneity in Down syndrome (DS). In order to determine the methylation differences in T21 without interference of the interindividual genomic variation, we have used fetal skin fibroblasts from monozygotic (MZ) twins discordant for T21. We also used skin fibroblasts from MZ twins concordant for T21, normal MZ twins without T21, and unrelated normal and T21 individuals. Reduced Representation Bisulfite Sequencing (RRBS) revealed 35 differentially methylated promoter regions (DMRs) (Absolute methylation differences = 25%, FDR < 0.001) in MZ twins discordant for T21 that have also been observed in comparison between unrelated normal and T21 individuals. The identified DMRs are enriched for genes involved in embryonic organ morphogenesis (FDR = 1.60 e -03) and include genes of the HOXB and HOXD clusters. These DMRs are maintained in iPS cells generated from this twin pair and are correlated with the gene expression changes. We have also observed an increase in DNA methylation level in the T21 methylome compared to the normal euploid methylome. This observation is concordant with the up regulation of DNA methyltransferase enzymes (DNMT3B and DNMT3L) and down regulation of DNA demethylation enzymes (TET2 and TET3) observed in the iPSC of the T21 versus normal twin. Altogether, the results of this study highlight the epigenetic effects of the extra chromosome 21 in T21 on loci outside of this chromosome that are relevant to DS associated phenotypes.

Background: Immune checkpoint blockade (ICB) targeting the PD-1/PD-L1 axis has improved outcomes in non-small cell lung cancer (NSCLC), although reliable biomarkers for predicting benefit are still limited. Methods: In this exploratory study, we conducted a longitudinal analysis of the peripheral T-cell receptor (TCR) β repertoire in 28 patients with unresectable stage IIIb non-small cell lung cancer (NSCLC) who received anti-PD-L1 immunotherapy following chemoradiotherapy. Blood samples were collected at baseline and three months after treatment initiation. Results: At the cohort level, global TCR repertoire features such as diversity and richness did not change significantly over time. However, when looking at individual patients, more specific patterns became evident. Patients could be broadly separated based on changes in clonotype richness, with reductions generally accompanied by lower diversity and decreased convergent TCR frequency. We also observed differences in TRBV gene usage in relation to clinical outcome, with higher TRBV20-1 and lower TRBV28 frequencies tending to associate with improved survival and delayed disease progression. Interestingly, the disappearance of dominant clonotypes from the peripheral blood during treatment was linked to longer progression-free survival (PFS). In addition, patients with higher baseline blood plasma tumor mutational burden (bTMB) showed greater clonotype richness and were more likely to exhibit this clonotype loss. The combination of high bTMB and clonotype disappearance identified a subgroup of patients with particularly favorable outcomes. Conclusions: Overall, these results suggest that early responses to PD-L1 blockade may be reflected less in global TCR repertoire shifts, including clonality and diversity measures, and more in subtle changes in clonotype composition and dynamics, since the frequencies of certain TRBV genes and the disappearance of dominant clonotypes following ICB were associated with clinical outcomes integrating TCR profiling with bTMB and could therefore help refine patient stratification and improve the understanding of immune responses in NSCLC. Nevertheless, due to the small number of recruited patients, our study is exploratory and hypothesis-generating, and further validation in larger patient cohorts is warranted.

Background/Objectives: To date, approximately 360 pathogenic variants of the OCRL gene have been reported, including frameshift, substitution, gross inversion, nonsense, and missense mutations. These genetic alterations have been associated with a broad phenotypic spectrum of Lowe syndrome, contributing to considerable variability in disease severity and clinical presentation. Missense variants are typically associated with preserved messenger RNA expression in fibroblasts, whereas more deleterious mutations result in markedly reduced expression of the OCRL transcript or protein product. Pathogenic variants in the OCRL gene have also been identified in patients with Dent’s disease type 2. Case presentation: This case report describes a pediatric male patient with autism spectrum disorder and renal dysfunction, who was found to harbor a variant of uncertain clinical significance in the OCRL gene and a pathogenic 16p11.2 chromosomal deletion. The patient, a 12-year-old boy with autism, presented with proteinuria during hospitalization for febrile gastroenteritis and streptococcal infection. Further evaluation revealed focal glomerulosclerosis, tubular calcium phosphate deposits, albuminuria, and hypercalciuria. Ophthalmologic examination additionally demonstrated bilateral lens opacities in the absence of congenital cataracts, as well as hyperopia. The coexistence of these clinical manifestations together with the identified OCRL gene variant raises the possibility of an atypical presentation of Dent disease type 2. Nevertheless, continued clinical and genetic follow-up remains warranted to further clarify the pathogenic significance of the detected variant and to establish a definitive diagnosis. Conclusions: The uniqueness of this case resides in the coexistence of two independent genetic findings presenting a phenotype-attribution challenge. Furthermore, the identified phenotype may warrant consideration as a possible previously unreported phenotypic presentation situated along the clinical spectrum between Lowe syndrome and Dent disease type 2. The main contribution of this report is to illustrate the interpretative challenges of a concurrent pathogenic 16p11.2 deletion and an OCRL variant of uncertain significance in a patient with renal disease and neurodevelopmental features.

Background Type I interferonopathies including Aicardi-Goutiéres Syndrome (AGS) represent a heterogeneous group of clinical phenotypes. Herein, we present a Case with combined AGS and Cornelia de Lange Syndrome (CdLS)—a cohesinopathy—with comprehensive analysis of the immune and genomic abnormalities. Case and methods A 20-year old man presented with chilblain lesions and resorption of distal phalanges of fingers and toes, somatic and psychomotor retardation, microcephaly, synophrys, hearing losing and other aberrancies consistent with the phenotype of CdLS. We used whole exome sequencing to genetically map the associated mutations and performed transcriptome profiling and enrichment analysis in CD14 + monocytes of the patient and immune phenotyping by mass cytometry (CyToF), comparing to healthy individuals and lupus patients as disease controls. DNA damage response was assayed by confocal microscopy in the peripheral blood of this patient. Results Next generation exome sequencing confirmed a homozygous SAMHD1 gene mutation and a hemizygous non-synonymous mutation on SMC1A gene, responsible for the AGS and CdLS, respectively. Transcriptome profiling of CD14 + monocytes of the patient showed enrichment of type I IFN signaling and enhanced DNA damage response pathway. Broad immune phenotype of the peripheral blood of the patient revealed absence of activated T cell populations, increased frequency of NK cells and plasmablasts and enhanced granulocytic lineage. Further analysis suggested activation of the ATM branch of DNA damage response and increased apoptosis in the periphery of the patient. Conclusions A rare case of a patient bearing two genetic lesions (responsible for AGS/CdLS syndromes) exhibits distinctive features of genomic damage and interferon responses. Immune phenotype revealed granulocytic skewing and absence of activated T cells compatible with chronic antigenic stimulation and/or homing of these cells at sites of inflammation.