| 1. |
- Ameur, Adam, et al.
(författare)
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Total RNA sequencing reveals nascent transcription and widespread co-transcriptional splicing in the human brain
- 2011
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Ingår i: Nature Structural & Molecular Biology. - : Springer Science and Business Media LLC. - 1545-9993 .- 1545-9985. ; 18:12, s. 1435-1440
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Tidskriftsartikel (refereegranskat)abstract
- Transcriptome sequencing allows for analysis of mature RNAs at base pair resolution. Here we show that RNA-seq can also be used for studying nascent RNAs undergoing transcription. We sequenced total RNA from human brain and liver and found a large fraction of reads (up to 40%) within introns. Intronic RNAs were abundant in brain tissue, particularly for genes involved in axonal growth and synaptic transmission. Moreover, we detected significant differences in intronic RNA levels between fetal and adult brains. We show that the pattern of intronic sequence read coverage is explained by nascent transcription in combination with co-transcriptional splicing. Further analysis of co-transcriptional splicing indicates a correlation between slowly removed introns and alternative splicing. Our data show that sequencing of total RNA provides unique insight into the transcriptional processes in the cell, with particular importance for normal brain development.
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| 2. |
- Berger, Itai, et al.
(författare)
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Intractable epilepsy of infancy due to homozygous mutation in the EFHC1 gene
- 2012
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Ingår i: Epilepsia. - : Wiley. - 0013-9580 .- 1528-1167. ; 53:8, s. 1436-1440
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Tidskriftsartikel (refereegranskat)abstract
- Purpose: The molecular etiology of primary intractable epilepsy in infancy is largely unknown. We studied a nonconsanguineous Moroccan-Jewish family, where three of their seven children presented with intractable seizures and died at 18-36 months.Methods: Homozygous regions were searched using 250 K DNA single nucleotide polymorphism (SNP) array. The sequence of 50 Mb exome of a single patient was determined using SOLiD 5500XL deep sequencing analyzer.Key Findings: A single homozygous 11.3 Mb genomic region on chromosome 6 was linked to the disease in this family. This region contained 110 genes encoding a total of 1,000 exons. Whole exome sequencing revealed a single pathogenic homozygous variant within the critical region. The mutation, Phe229Leu in the EFHC1 gene was previously shown, in a carrier state, to be associated with juvenile myoclonic epilepsy.Significance: Although heterozygosity for the Phe229Leu mutation is known to be associated with a relatively benign form of epilepsy in adolescence; homozygosity for the same mutation is associated with lethal epilepsy of infancy. Given the considerable carrier rate of this mutation worldwide, the sequence of the EFHC1 gene should be determined in all patients with primary intractable epilepsy in infancy.
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| 3. |
- Halvardson, Jonatan, et al.
(författare)
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Exome RNA sequencing reveals rare and novel alternative transcripts
- 2013
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Ingår i: Nucleic Acids Research. - : Oxford University Press (OUP). - 0305-1048 .- 1362-4962. ; 41:1, s. e6-
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Tidskriftsartikel (refereegranskat)abstract
- RNA sequencing has become an important method to perform hypothesis-free characterization of global gene expression. One of the limitations of RNA sequencing is that most sequence reads represent highly expressed transcripts, whereas low level transcripts are challenging to detect. To combine the benefits of traditional expression arrays with the advantages of RNA sequencing, we have used whole exome enrichment prior to sequencing of total RNA. We show that whole exome capture can be successfully applied to cDNA to study the transcriptional landscape in human tissues. By introducing the exome enrichment step, we are able to identify transcripts present at very low levels, which are below the level of detection in conventional RNA sequencing. Although the enrichment increases the ability to detect presence of transcripts, it also lowers the accuracy of quantification of expression levels. Our results yield a large number of novel exons and splice isoforms, suggesting that conventional RNA sequencing methods only detect a small fraction of the full transcript diversity. We propose that whole exome enrichment of RNA is a suitable strategy for genome-wide discovery of novel transcripts, alternative splice variants and fusion genes.
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| 4. |
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| 5. |
- Halvardson, Jonatan, et al.
(författare)
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Mutations in HECW2 are associated with intellectual disability and epilepsy
- 2016
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Ingår i: Journal of Medical Genetics. - : BMJ. - 0022-2593 .- 1468-6244. ; 53:10, s. 697-704
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Tidskriftsartikel (refereegranskat)abstract
- BACKGROUND: De novo mutations are a frequent cause of disorders related to brain development. We report the results of screening patients diagnosed with both epilepsy and intellectual disability (ID) using exome sequencing to identify known and new causative de novo mutations relevant to these conditions.METHODS: Exome sequencing was performed on 39 patient-parent trios to identify de novo mutations. Clinical significance of de novo mutations in genes was determined using the American College of Medical Genetics and Genomics standard guidelines for interpretation of coding variants. Variants in genes of unknown clinical significance were further analysed in the context of previous trio sequencing efforts in neurodevelopmental disorders.RESULTS: In 39 patient-parent trios we identified 29 de novo mutations in coding sequence. Analysis of de novo and inherited variants yielded a molecular diagnosis in 11 families (28.2%). In combination with previously published exome sequencing results in neurodevelopmental disorders, our analysis implicates HECW2 as a novel candidate gene in ID and epilepsy.CONCLUSIONS: Our results support the use of exome sequencing as a diagnostic approach for ID and epilepsy, and confirm previous results regarding the importance of de novo mutations in this patient group. The results also highlight the utility of network analysis and comparison to previous large-scale studies as strategies to prioritise candidate genes for further studies. This study adds knowledge to the increasingly growing list of causative and candidate genes in ID and epilepsy and highlights HECW2 as a new candidate gene for neurodevelopmental disorders.
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| 6. |
- Halvardson, Jonatan, 1982-
(författare)
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Sequence based analysis of neurodevelopmental disorders
- 2016
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- In this thesis the main focus is the use of methods and applications of next generation sequencing in order to study three of the most common neurodevelopmental disorders: intellectual disability, epilepsy and schizophrenia. A large fraction of the genes in our genome produce several distinct transcript isoforms through the process of splicing and there is an increasing amount of evidence pinpointing mutations affecting splicing as a mechanism of disease. In Paper I we used exome capture of RNA in combination with sequencing in order to enrich for coding sequences. We show that this approach enables us to detect lowly expressed transcript and splice events that would have been missed in regular RNA sequencing using the same coverage. In Paper II we selectively depleted the different transcripts of Quaking (QKI), a gene previously associated to schizophrenia. Using RNA sequencing we show that the effects of depletion differ between transcripts and that the QKI gene is a potential regulator of the Glial Fibrillary Acidic Protein (GFAP), a gene implicated in several diseases in the central nervous system.De-novo mutations are frequently reported to be causative in neurodevelopmental disorders with a strong genetic component, such as epilepsy and intellectual disability. In Paper III we used exome sequencing in family trios where the child was diagnosed with both intellectual disability and epilepsy, focusing on finding de-novo mutations. We identified several previously unknown disease causing mutations in genes previously known to cause disease and used previously published interaction and mutation data to prioritize novel candidate genes. The most interesting result from this study are the implication of the HECW2 gene as a candidate gene in intellectual disability and epilepsy. In Paper IV we used RNA sequencing of post mortem brain tissue in a large cohort of schizophrenics and controls. In this study we could show that the immune system and more specifically the complement system was dysregulated in a large fraction of patients. Further, using co-expression network we also found some evidence suggesting genes involved in axon development and maintenance.
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| 7. |
- Johansson, Martin M., 1976-, et al.
(författare)
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Novel Y-Chromosome Long Non-Coding RNAs Expressed in Human Male CNS During Early Development
- 2019
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Ingår i: Frontiers in Genetics. - : Frontiers Media S.A.. - 1664-8021. ; 10
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Tidskriftsartikel (refereegranskat)abstract
- Global microarray gene expression analyses previously demonstrated differences in female and male embryos during neurodevelopment. In particular, before sexual maturation of the gonads, the differences seem to concentrate on the expression of genes encoded on the X- and Y-chromosomes. To investigate genome-wide differences in expression during this early developmental window, we combined high-resolution RNA sequencing with qPCR to analyze brain samples from human embryos during the first trimester of development. Our analysis was tailored for maximum sensitivity to discover Y-chromosome gene expression, but at the same time, it was underpowered to detect X-inactivation escapees. Using this approach, we found that 5 out of 13 expressed gametolog pairs showed unbalanced gene dosage, and as a consequence, a male-biased expression. In addition, we found six novel non-annotated long non-coding RNAs on the Y-chromosome with conserved expression patterns in newborn chimpanzee. The tissue specific and time-restricted expression of these long non-coding RNAs strongly suggests important functions during central nervous system development in human males.
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| 8. |
- Johansson, Martin, 1976-, et al.
(författare)
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Spatial sexual dimorphism of X and Y homolog gene expression in the human central nervous system during early male development
- 2016
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Ingår i: Biology of Sex Differences. - : Springer Science and Business Media LLC. - 2042-6410. ; 7
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Tidskriftsartikel (refereegranskat)abstract
- Background: Renewed attention has been directed to the functions of the Y chromosome in the central nervous system during early human male development, due to the recent proposed involvement in neurodevelopmental diseases. PCDH11Y and NLGN4Y are of special interest because they belong to gene families involved in cell fate determination and formation of dendrites and axon. Methods: We used RNA sequencing, immunocytochemistry and a padlock probing and rolling circle amplification strategy, to distinguish the expression of X and Y homologs in situ in the human brain for the first time. To minimize influence of androgens on the sex differences in the brain, we focused our investigation to human embryos at 8-11 weeks post-gestation. Results: We found that the X- and Y-encoded genes are expressed in specific and heterogeneous cellular sub-populations of both glial and neuronal origins. More importantly, we found differential distribution patterns of X and Y homologs in the male developing central nervous system. Conclusions: This study has visualized the spatial distribution of PCDH11X/Y and NLGN4X/Y in human developing nervous tissue. The observed spatial distribution patterns suggest the existence of an additional layer of complexity in the development of the male CNS.
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| 9. |
- Lindholm Carlström, Eva, et al.
(författare)
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Linkage and exome analysis implicate multiple genes in non-syndromic intellectual disability in a large Swedish family
- 2019
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Ingår i: BMC Medical Genomics. - : Springer Science and Business Media LLC. - 1755-8794. ; 12:1
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Tidskriftsartikel (refereegranskat)abstract
- BackgroundNon-syndromic intellectual disability is genetically heterogeneous with dominant, recessive and complex forms of inheritance. We have performed detailed genetic studies in a large multi-generational Swedish family, including several members diagnosed with non-syndromic intellectual disability. Linkage analysis was performed on 22 family members, nine affected with mild to moderate intellectual disability and 13 unaffected family members.Methods Family members were analyzed with Affymetrix Genome-Wide Human SNP Array 6.0 and the genetic data was used to detect copy number variation and to perform genome wide linkage analysis with the SNP High Throughput Linkage analysis system and the Merlin software. For the exome sequencing, the samples were prepared using the Sure Select Human All Exon Kit (Agilent Technologies, Santa Clara, CA, USA) and sequenced using the Ion Proton (TM) System. Validation of identified variants was performed with Sanger sequencing.ResultsThe linkage analysis results indicate that intellectual disability in this family is genetically heterogeneous, with suggestive linkage found on chromosomes 1q31-q41, 4q32-q35, 6p25 and 14q24-q31 (LOD scores of 2.4, simulated p-value of 0.000003 and a simulated genome-wide p-value of 0.06). Exome sequencing was then performed in 14 family members and 7 unrelated individuals from the same region. The analysis of coding variation revealed a pathogenic and candidate variants in different branches of the family. In three patients we find a known homozygous pathogenic mutation in the Homo sapiens solute carrier family 17 member 5 (SLC17A5), causing Salla disease. We also identify a deletion overlapping KDM3B and a duplication overlapping MAP3K4 and AGPAT4, both overlapping variants previously reported in developmental disorders.Conclusions DNA samples from the large family analyzed in this study were initially collected based on a hypothesis that affected members shared a major genetic risk factor. Our results show that a complex phenotype such as mild intellectual disability in large families from genetically isolated populations may show considerable genetic heterogeneity.
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| 10. |
- Lindholm Carlström, Eva, et al.
(författare)
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Transcriptome analysis of post-mortem brain tissue reveals up-regulation of the complement cascade in a subgroup of schizophrenia patients
- 2021
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Ingår i: Genes. - : MDPI. - 2073-4425. ; 12:8
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Tidskriftsartikel (refereegranskat)abstract
- Schizophrenia is a genetically complex neuropsychiatric disorder with largely unresolved mechanisms of pathology. Identification of genes and pathways associated with schizophrenia is important for understanding the development, progression and treatment of schizophrenia. In this study, pathways associated with schizophrenia were explored at the level of gene expression. The study included post-mortem brain tissue samples from 68 schizophrenia patients and 44 age and sex-matched control subjects. Whole transcriptome poly-A selected paired-end RNA sequencing was performed on tissue from the prefrontal cortex and orbitofrontal cortex. RNA expression differences were detected between case and control individuals, focusing both on single genes and pathways. The results were validated with RT-qPCR. Significant differential expression between patient and controls groups was found for 71 genes. Gene ontology analysis of differentially expressed genes revealed an up-regulation of multiple genes in immune response among the patients (corrected p-value = 0.004). Several genes in the category belong to the complement system, including C1R, C1S, C7, FCN3, SERPING1, C4A and CFI. The increased complement expression is primarily driven by a subgroup of patients with increased expression of immune/inflammatory response genes, pointing to important differences in disease etiology within the patient group. Weighted gene co-expression network analysis highlighted networks associated with both synaptic transmission and activation of the immune response. Our results demonstrate the importance of immune-related pathways in schizophrenia and provide evidence for elevated expression of the complement cascade as an important pathway in schizophrenia pathology.
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