NR2F1 Is Pro-Neurogenic and Mutated in Human Neurodevelopmental Disorders

Total Page:16

File Type:pdf, Size:1020Kb

NR2F1 Is Pro-Neurogenic and Mutated in Human Neurodevelopmental Disorders bioRxiv preprint doi: https://doi.org/10.1101/410837; this version posted September 8, 2018. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. 1 The novel lncRNA lnc-NR2F1 is pro-neurogenic and mutated in human neurodevelopmental disorders 5 Cheen Euong Ang1,2,†, Qing Ma3,4,†, Orly L. Wapinski3,4,†, Shenghua Fan5, Ryan A. Flynn3,4, Bradley Coe6, Masahiro Onoguchi3,4, Victor H. Olmos1, Brian T. Do3,4, Lynn Dukes-Rimsky5, Jin Xu3,4, Qian Yi Lee1,2, Koji Tanabe1, Liangjiang Wang7, Ulrich Elling8, Josef Penninger8, Kun Qu3,9, Evan E. Eichler6, Anand Srivastava5,7,*, Marius Wernig1,*, Howard Y. Chang3,4,* 10 1Institute for Stem Cell Biology and Regenerative Medicine and Department of Pathology 2Department of Bioengineering 3Center for Personal Dynamic Regulomes 15 4Department of Dermatology and Department of Genetics Stanford University, Stanford, CA 94305, USA 5J.C. Self Research Institute of Human Genetics, Greenwood Genetic Center, Greenwood, S.C. 29646 6Howard Hughes Medical Institute and Department of Genome Sciences, University of 20 Washington, Seattle, WA 98195 7Department of Genetics and Biochemistry, Clemson University, Clemson, SC 29634 8Institute of Molecular Biotechnology of the Austrian Academy of Science (IMBA), Vienna Biocenter (VBC), Dr. Bohr Gasse 3, 1030 Vienna, Austria. 9Present address: CAS Key Laboratory of Innate Immunity and Chronic Diseases, School 25 of Life Sciences and Medical Center, University of Science and Technology of China, Hefei 230027, China. †Co-first authors 30 *Co-Senior authors Correspondence to: [email protected] (H.Y.C), [email protected] (M.W.) 35 40 bioRxiv preprint doi: https://doi.org/10.1101/410837; this version posted September 8, 2018. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. 2 45 Abstract Long noncoding RNAs (lncRNAs) have been shown to act as important cell biological regulators including cell fate decisions but are often ignored in human genetics. Combining differential lncRNA expression during neuronal lineage induction with copy number variation morbidity maps of a cohort of children with autism spectrum 50 disorder/intellectual disability versus healthy controls revealed focal genomic mutations affecting several lncRNA candidate loci. Here we find that a t(5:12) chromosomal translocation in a family manifesting neurodevelopmental symptoms disrupts specifically lnc-NR2F1. We further show that lnc-NR2F1 is an evolutionarily conserved lncRNA functionally enhances induced neuronal cell maturation and directly occupies and 55 regulates transcription of neuronal genes including autism-associated genes. Thus, integrating human genetics and functional testing in neuronal lineage induction is a promising approach for discovering candidate lncRNAs involved in neurodevelopmental diseases. (129 words) bioRxiv preprint doi: https://doi.org/10.1101/410837; this version posted September 8, 2018. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. 3 60 Eukaryotic genomes are extensively transcribed to produce long non-coding RNAs (lncRNAs) in a temporally and spatially regulated manner1. Until recently, lncRNAs were often dismissed as lacking functional relevance. However, lncRNAs are emerging as critical regulators of diverse biological processes and have been increasingly associated with a wide range of diseases, based primarily on dysregulated expression2. 65 LncRNAs represent a new layer of complexity in the molecular architecture of the genome, and strategies to validate disease relevant lncRNAs are much needed. High- throughput analyses have shown that lncRNAs are widely expressed in the brain and may contribute to complex neurodevelopmental processes2-9. However, few studies have examined the role of lncRNAs in brain development mostly due to technical difficulties. 70 Direct lineage conversion by the transcription factors Brn2, Ascl1 and Myt1l (termed BAM factors in combination) into induced neuronal (iN) cells, recapitulates significant events controlling neurogenesis programs10-12, and therefore, it is a facile and informative system to study the role of lncRNAs in the establishment of neuronal identity. The noncoding genome has emerged as a major source for human diversity and 75 disease origins. Given that less than 2% of the genome encodes protein-coding genes, the majority of the genomic landscape is largely encompassed by non-coding elements. Efforts to identify genetic variation linked to human disease through genome-wide association studies revealed a significant majority affecting the non-coding landscape. Based on their expression and diversity in the mammalian brain, we postulate neuronal 80 lncRNAs may be recurrently affected by mutations that disrupt normal brain function. Neurodevelopmental disorders manifest as a spectrum of phenotypes particularly early in life 13. Recent studies suggest that this diversity is the result of different combinations of mutations in multiple genes, often impacting key pathways such as synapse function and chromatin regulation. Nonetheless, despite recent findings that have greatly increased the 85 number of protein coding genes implicated in human intellectual disability and autism, a majority of patients lack well-understood genetic lesions which include a large number of inherited variants occur in noncoding regions that could not be interpreted 14-21. In this study, we used an integrative approach to identify lncRNA genes important for human disease by incorporating high throughput cell fate reprogramming, 90 human genetics, and lncRNA functional analysis. In addition, we developed a pipeline to bioRxiv preprint doi: https://doi.org/10.1101/410837; this version posted September 8, 2018. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. 4 enrich for lncRNAs with neuronal function and are associated with disease through focal mutations in patients with autism spectrum disorder and intellectual disability (ASD/ID). Furthermore, we show that one of these lncRNAs, lnc-NR2F1 participates in neuronal maturation programs in vitro by regulating the expression of a network of genes 95 previously linked to human autism. Results LncRNA candidate loci are recurrently mutated in patients with neurodevelopmental disorders 100 LncRNAs have been associated with human diseases primarily through alterations in expression levels 22-24. However, little is known about mutations affecting the genomic loci that encode lncRNAs. We used RNA sequencing data from profiling transcriptomic changes during induced neuronal cell reprogramming at various time points to enrich for lncRNA genes potentially involved in neural fate specification. Of the 27,793 known and 105 predicted lncRNAs, 287 were differentially expressed among any two time points (0, 2, 13 and 22 days) in our dataset (>2-fold, p<0.05). After imposing multiple criteria based on their expression during iN reprogramming and brain development, chromatin association and their proximity to neuronal genes, we shortlisted 35 candidate lncRNAs further analyses. (Supplementary text 1, Fig. S1A-H, S2). 110 We next interrogated these 35 mouse lncRNA loci in patients with autism spectrum disorder and intellectual disability (ASD/ID). Firstly, we found that 28 of the 35 mouse lncRNA candidates have human synteny, and 10 loci were already annotated as non-coding RNAs (Fig. 1A and S3A). We next overlapped the 28 human lncRNA candidates and the remaining iN cell-lncRNAs coordinates to a CNV morbidity map 115 recently built from 29,085 patients diagnosed with a spectrum of neurodevelopmental disorders and craniofacial congenital malformations, and 19,584 controls 25,26. This approach was motivated by the fact that the CNV morbidity map has successfully identified novel syndromes characterized by recurrent mutations affecting protein-coding genes of ASD/ID patients, and has offered mechanistic insight into the drivers of the 120 pathogenesis 25-27. bioRxiv preprint doi: https://doi.org/10.1101/410837; this version posted September 8, 2018. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. 5 Intersecting genomic coordinates of human lncRNA candidate loci to the CNV morbidity map revealed 7 focal CNVs enriched in disease that overlap with 5 candidate lncRNA loci: E (FLJ42709), H (LOC339529), Z (LOC100630918), D (LINC00094) and O (LO467979) (Sequences in supplementary documents). Among these 7 focal CNVs, 5 125 events corresponded to small deletions in human lncRNA candidates E, H, Z, D and O. Two lncRNA loci corresponding to lncRNAs H and Z were affected by two independent and different focal CNVs. We verified that all five human lncRNAs are expressed during human brain development (Fig. S3A). We then designed a custom tilling array with dense coverage of the affected loci for comparative genomic hybridization (CGH) to 130 validate the focal CNVs in the genomic DNA from affected individuals. 5 of 7 focal CNVs affecting the lncRNA loci were tested and validated (Fig. 1A, 1B, S4A). We could not test the last two CNVs because patient DNA was no longer available. One
Recommended publications
  • A Computational Approach for Defining a Signature of Β-Cell Golgi Stress in Diabetes Mellitus
    Page 1 of 781 Diabetes A Computational Approach for Defining a Signature of β-Cell Golgi Stress in Diabetes Mellitus Robert N. Bone1,6,7, Olufunmilola Oyebamiji2, Sayali Talware2, Sharmila Selvaraj2, Preethi Krishnan3,6, Farooq Syed1,6,7, Huanmei Wu2, Carmella Evans-Molina 1,3,4,5,6,7,8* Departments of 1Pediatrics, 3Medicine, 4Anatomy, Cell Biology & Physiology, 5Biochemistry & Molecular Biology, the 6Center for Diabetes & Metabolic Diseases, and the 7Herman B. Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN 46202; 2Department of BioHealth Informatics, Indiana University-Purdue University Indianapolis, Indianapolis, IN, 46202; 8Roudebush VA Medical Center, Indianapolis, IN 46202. *Corresponding Author(s): Carmella Evans-Molina, MD, PhD ([email protected]) Indiana University School of Medicine, 635 Barnhill Drive, MS 2031A, Indianapolis, IN 46202, Telephone: (317) 274-4145, Fax (317) 274-4107 Running Title: Golgi Stress Response in Diabetes Word Count: 4358 Number of Figures: 6 Keywords: Golgi apparatus stress, Islets, β cell, Type 1 diabetes, Type 2 diabetes 1 Diabetes Publish Ahead of Print, published online August 20, 2020 Diabetes Page 2 of 781 ABSTRACT The Golgi apparatus (GA) is an important site of insulin processing and granule maturation, but whether GA organelle dysfunction and GA stress are present in the diabetic β-cell has not been tested. We utilized an informatics-based approach to develop a transcriptional signature of β-cell GA stress using existing RNA sequencing and microarray datasets generated using human islets from donors with diabetes and islets where type 1(T1D) and type 2 diabetes (T2D) had been modeled ex vivo. To narrow our results to GA-specific genes, we applied a filter set of 1,030 genes accepted as GA associated.
    [Show full text]
  • Epigenome-Wide Exploratory Study of Monozygotic Twins Suggests Differentially Methylated Regions to Associate with Hand Grip Strength
    Biogerontology (2019) 20:627–647 https://doi.org/10.1007/s10522-019-09818-1 (0123456789().,-volV)( 0123456789().,-volV) RESEARCH ARTICLE Epigenome-wide exploratory study of monozygotic twins suggests differentially methylated regions to associate with hand grip strength Mette Soerensen . Weilong Li . Birgit Debrabant . Marianne Nygaard . Jonas Mengel-From . Morten Frost . Kaare Christensen . Lene Christiansen . Qihua Tan Received: 15 April 2019 / Accepted: 24 June 2019 / Published online: 28 June 2019 Ó The Author(s) 2019 Abstract Hand grip strength is a measure of mus- significant CpG sites or pathways were found, how- cular strength and is used to study age-related loss of ever two of the suggestive top CpG sites were mapped physical capacity. In order to explore the biological to the COL6A1 and CACNA1B genes, known to be mechanisms that influence hand grip strength varia- related to muscular dysfunction. By investigating tion, an epigenome-wide association study (EWAS) of genomic regions using the comb-p algorithm, several hand grip strength in 672 middle-aged and elderly differentially methylated regions in regulatory monozygotic twins (age 55–90 years) was performed, domains were identified as significantly associated to using both individual and twin pair level analyses, the hand grip strength, and pathway analyses of these latter controlling the influence of genetic variation. regions revealed significant pathways related to the Moreover, as measurements of hand grip strength immune system, autoimmune disorders, including performed over 8 years were available in the elderly diabetes type 1 and viral myocarditis, as well as twins (age 73–90 at intake), a longitudinal EWAS was negative regulation of cell differentiation.
    [Show full text]
  • Ancient Genomic Regulatory Blocks Are a Major Source for Gene Deserts in Vertebrates After Whole Genome Duplications
    Supplementary Information for: Ancient genomic regulatory blocks are a major source for gene deserts in vertebrates after whole genome duplications María Touceda-Suárez, Elizabeth M. Kita, Rafael D. Acemel, Panos N. Firbas, Marta S. Magri, Silvia Naranjo, Juan J. Tena, Jose Luis Gómez-Skarmeta, Ignacio Maeso, Manuel Irimia Corresponding Authors: Manuel Irimia Centre for Genomic Regulation Dr. Aiguader, 88, 08003 Barcelona, Spain e-mail: [email protected] Phone: +34933160212 Fax: +34933160099 Ignacio Maeso Centro Andaluz de Biología del Desarrollo (CABD-CSIC-UPO) Universidad Pablo de Olavide, Crta. Utrera km.1, 41013 Sevilla, España e-mail: [email protected] Phone: +34954348948 Fax: +34954349376 José Luis Gómez-Skarmeta Centro Andaluz de Biología del Desarrollo (CABD-CSIC-UPO) Universidad Pablo de Olavide, Crta. Utrera km.1, 41013 Sevilla, España e-mail: [email protected] Phone: +34954348948 Fax: +34954349376 1 Supplementary Figures Supplementary Figure S1 - Microsyntenic arrangements of ancient multi-bystander GRBs whose bystanders have become differentially retained next to different trans-dev ohnologs. For each case, the arrangement in a slow-evolving deuterostome (Bla, B. lanceolatum; Sko, S. kowalevskii; Spu, S. purpuratus) is provided on top (blue lines), followed by the GRB arrangements conserved in the human genome. 2 Supplementary Figure S2 - Evolution of the Hey-MrpS28-Hdcc2 GRB and its functional characterization in zebrafish. A) Phylogenetic distribution of the GRB across the studied metazoan species. Only B. floridae, S. kowalevskii, C. teleta and T. adhaerens have conserved both bystander genes: Hddc2 (grey) and MrpS28 (white), linked to the trans-dev gene Hey (black arrows). In vertebrates, each of the Hey paralogs has preserved only one of the bystander genes in a reciprocal manner.
    [Show full text]
  • Prioritization of Metabolic Genes As Novel Therapeutic Targets in Estrogen-Receptor Negative Breast Tumors Using Multi-Omics Data and Text Mining
    www.oncotarget.com Oncotarget, 2019, Vol. 10, (No. 39), pp: 3894-3909 Research Paper Prioritization of metabolic genes as novel therapeutic targets in estrogen-receptor negative breast tumors using multi-omics data and text mining Dinesh Kumar Barupal1,*, Bei Gao1,*, Jan Budczies2, Brett S. Phinney4, Bertrand Perroud4, Carsten Denkert2,3 and Oliver Fiehn1 1West Coast Metabolomics Center, University of California, Davis, CA, USA 2Institute of Pathology, Charité University Hospital, Berlin, Germany 3German Institute of Pathology, Philipps-University Marburg, Marburg, Germany 4UC Davis Genome Center, University of California, Davis, CA, USA *Co-first authors and contributed equally to this work Correspondence to: Oliver Fiehn, email: [email protected] Keywords: set-enrichment; ChemRICH; multi-omics; metabolic networks; candidate gene prioritization Received: March 12, 2019 Accepted: May 13, 2019 Published: June 11, 2019 Copyright: Barupal et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License 3.0 (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. ABSTRACT Estrogen-receptor negative (ERneg) breast cancer is an aggressive breast cancer subtype in the need for new therapeutic options. We have analyzed metabolomics, proteomics and transcriptomics data for a cohort of 276 breast tumors (MetaCancer study) and nine public transcriptomics datasets using univariate statistics, meta- analysis, Reactome pathway analysis, biochemical network mapping and text mining of metabolic genes. In the MetaCancer cohort, a total of 29% metabolites, 21% proteins and 33% transcripts were significantly different (raw p <0.05) between ERneg and ERpos breast tumors.
    [Show full text]
  • A Discovery Resource of Rare Copy Number Variations in Individuals with Autism Spectrum Disorder
    INVESTIGATION A Discovery Resource of Rare Copy Number Variations in Individuals with Autism Spectrum Disorder Aparna Prasad,* Daniele Merico,* Bhooma Thiruvahindrapuram,* John Wei,* Anath C. Lionel,*,† Daisuke Sato,* Jessica Rickaby,* Chao Lu,* Peter Szatmari,‡ Wendy Roberts,§ Bridget A. Fernandez,** Christian R. Marshall,*,†† Eli Hatchwell,‡‡ Peggy S. Eis,‡‡ and Stephen W. Scherer*,†,††,1 *The Centre for Applied Genomics, Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto M5G 1L7, Canada, †Department of Molecular Genetics, University of Toronto, Toronto M5G 1L7, Canada, ‡Offord Centre for Child Studies, Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton L8P 3B6, § Canada, Autism Research Unit, The Hospital for Sick Children, Toronto M5G 1X8, Canada, **Disciplines of Genetics and Medicine, Memorial University of Newfoundland, St. John’s, Newfoundland A1B 3V6, Canada, ††McLaughlin Centre, University of Toronto, Toronto M5G 1L7, Canada, and ‡‡Population Diagnostics, Inc., Melville, New York 11747 ABSTRACT The identification of rare inherited and de novo copy number variations (CNVs) in human KEYWORDS subjects has proven a productive approach to highlight risk genes for autism spectrum disorder (ASD). A rare variants variety of microarrays are available to detect CNVs, including single-nucleotide polymorphism (SNP) arrays gene copy and comparative genomic hybridization (CGH) arrays. Here, we examine a cohort of 696 unrelated ASD number cases using a high-resolution one-million feature CGH microarray, the majority of which were previously chromosomal genotyped with SNP arrays. Our objective was to discover new CNVs in ASD cases that were not detected abnormalities by SNP microarray analysis and to delineate novel ASD risk loci via combined analysis of CGH and SNP array cytogenetics data sets on the ASD cohort and CGH data on an additional 1000 control samples.
    [Show full text]
  • Clinical Characterization of Chromosome 5Q21.1–21.3 Microduplication: a Case Report
    Open Medicine 2020; 15: 1123–1127 Case Report Shuang Chen, Yang Yu, Han Zhang, Leilei Li, Yuting Jiang, Ruizhi Liu, Hongguo Zhang* Clinical characterization of chromosome 5q21.1–21.3 microduplication: A case report https://doi.org/10.1515/med-2020-0199 Keywords: chromosome 5, prenatal diagnosis, microdu- received May 20, 2020; accepted September 28, 2020 plication, genetic counseling Abstract: Chromosomal microdeletions and microdupli- cations likely represent the main genetic etiologies for children with developmental delay or intellectual dis- ability. Through prenatal chromosomal microarray ana- 1 Introduction lysis, some microdeletions or microduplications can be detected before birth to avoid unnecessary abortions or Chromosomal microdeletions,microduplications,and birth defects. Although some microdeletions or microdu- unbalanced rearrangements represent the main genetic plications of chromosome 5 have been reported, nu- etiological factors for children with developmental delay [ ] - merous microduplications remain undescribed. We de- or intellectual disability 1 . Currently, chromosomal mi ( ) fi - - scribe herein a case of a 30-year-old woman carrying a croarray analysis CMA is considered a rst tier diag [ ] - fetus with a chromosome 5q21.1–q21.3 microduplication. nostic tool for these children 2 . Through prenatal diag Because noninvasive prenatal testing indicated a fetal nosis of CMA, some microdeletions or microduplications - chromosome 5 abnormality, the patient underwent am- can be detected before birth to avoid unnecessary abor [ ] niocentesis at 22 weeks 4 days of gestation. Karyotyping tions or birth defects 3 . The clinical features of some and chromosomal microarray analysis were performed on chromosome 5 microduplications have been described [ – ] [ ] amniotic fluid cells. Fetal behavioral and structural ab- previously 4 8 .
    [Show full text]
  • Nº Ref Uniprot Proteína Péptidos Identificados Por MS/MS 1 P01024
    Document downloaded from http://www.elsevier.es, day 26/09/2021. This copy is for personal use. Any transmission of this document by any media or format is strictly prohibited. Nº Ref Uniprot Proteína Péptidos identificados 1 P01024 CO3_HUMAN Complement C3 OS=Homo sapiens GN=C3 PE=1 SV=2 por 162MS/MS 2 P02751 FINC_HUMAN Fibronectin OS=Homo sapiens GN=FN1 PE=1 SV=4 131 3 P01023 A2MG_HUMAN Alpha-2-macroglobulin OS=Homo sapiens GN=A2M PE=1 SV=3 128 4 P0C0L4 CO4A_HUMAN Complement C4-A OS=Homo sapiens GN=C4A PE=1 SV=1 95 5 P04275 VWF_HUMAN von Willebrand factor OS=Homo sapiens GN=VWF PE=1 SV=4 81 6 P02675 FIBB_HUMAN Fibrinogen beta chain OS=Homo sapiens GN=FGB PE=1 SV=2 78 7 P01031 CO5_HUMAN Complement C5 OS=Homo sapiens GN=C5 PE=1 SV=4 66 8 P02768 ALBU_HUMAN Serum albumin OS=Homo sapiens GN=ALB PE=1 SV=2 66 9 P00450 CERU_HUMAN Ceruloplasmin OS=Homo sapiens GN=CP PE=1 SV=1 64 10 P02671 FIBA_HUMAN Fibrinogen alpha chain OS=Homo sapiens GN=FGA PE=1 SV=2 58 11 P08603 CFAH_HUMAN Complement factor H OS=Homo sapiens GN=CFH PE=1 SV=4 56 12 P02787 TRFE_HUMAN Serotransferrin OS=Homo sapiens GN=TF PE=1 SV=3 54 13 P00747 PLMN_HUMAN Plasminogen OS=Homo sapiens GN=PLG PE=1 SV=2 48 14 P02679 FIBG_HUMAN Fibrinogen gamma chain OS=Homo sapiens GN=FGG PE=1 SV=3 47 15 P01871 IGHM_HUMAN Ig mu chain C region OS=Homo sapiens GN=IGHM PE=1 SV=3 41 16 P04003 C4BPA_HUMAN C4b-binding protein alpha chain OS=Homo sapiens GN=C4BPA PE=1 SV=2 37 17 Q9Y6R7 FCGBP_HUMAN IgGFc-binding protein OS=Homo sapiens GN=FCGBP PE=1 SV=3 30 18 O43866 CD5L_HUMAN CD5 antigen-like OS=Homo
    [Show full text]
  • Family-Based Investigation of the Genetics and Epigenetics of Obesity in Qatar
    Family-Based Investigation of the Genetics and Epigenetics of Obesity in Qatar Mashael Nedham A J Alshafai A Thesis Submitted for the Degree of Doctor of Philosophy Department of Genomics of Common Disease School of Public Health Imperial College London July 2015 1 Abstract Abstract Single nucleotide polymorphisms (SNPs), copy number variations (CNVs) and DNA methylation patterns play a role in the susceptibility to obesity. Despite the alarming figures of obesity in the Arab world, the genetics of obesity remain understudied in Arabs. Here, I recruited ten multigenerational Qatari families segregating obesity, and generated genome-wide SNP genotyping, whole genome sequencing and genome-wide methylation profiling data using Illumina platforms to investigate the role of rare mutations, CNVs, and DNA methylation patterns in the susceptibility to obesity. For the identification of obesity mutations, I first identified candidate obesity regions through linkage and run of homozygosity analyses, and then investigated these regions to detect potential deleterious mutations. These analyses highlighted putative rare variants for obesity risk at PCSK1, NMUR2, CLOCK and RETSAT. The functional impact of the PCSK1 mutation on obesity was previously demonstrated while for the other candidates further work is needed to confirm their impact. For the identification of common obesity CNVs, I performed a genome-wide CNV association analysis with BMI and identified a common duplication of ~5.6kb on 19p13.3 that associates with higher BMI. Moreover, I investigated large (≥500kb) rare CNVs and identified a ~618kb deletion on 16p11.2 in the most extremely obese subject in my samples, which confirms the contribution of the previously reported 16p11.2 deletions to severe obesity beyond European populations.
    [Show full text]
  • Biological Pathways, Candidate Genes, and Molecular Markers Associated with Quality-Of-Life Domains: an Update
    Qual Life Res (2014) 23:1997–2013 DOI 10.1007/s11136-014-0656-1 REVIEW Biological pathways, candidate genes, and molecular markers associated with quality-of-life domains: an update Mirjam A. G. Sprangers • Melissa S. Y. Thong • Meike Bartels • Andrea Barsevick • Juan Ordon˜ana • Qiuling Shi • Xin Shelley Wang • Pa˚l Klepstad • Eddy A. Wierenga • Jasvinder A. Singh • Jeff A. Sloan Accepted: 19 February 2014 / Published online: 7 March 2014 Ó Springer International Publishing Switzerland 2014 Abstract (depressed mood) and positive (well-being/happiness) Background There is compelling evidence of a genetic emotional functioning, social functioning, and overall foundation of patient-reported quality of life (QOL). Given QOL. the rapid development of substantial scientific advances in Methods We followed a purposeful search algorithm of this area of research, the current paper updates and extends existing literature to capture empirical papers investigating reviews published in 2010. the relationship between biological pathways and molecu- Objectives The objective was to provide an updated lar markers and the identified QOL domains. overview of the biological pathways, candidate genes, and Results Multiple major pathways are involved in each molecular markers involved in fatigue, pain, negative QOL domain. The inflammatory pathway has the strongest evidence as a controlling mechanism underlying fatigue. Inflammation and neurotransmission are key processes On behalf of the GeneQol Consortium. involved in pain perception, and the catechol-O-methyl- transferase (COMT) gene is associated with multiple sorts Electronic supplementary material The online version of this article (doi:10.1007/s11136-014-0656-1) contains supplementary of pain. The neurotransmitter and neuroplasticity theories material, which is available to authorized users.
    [Show full text]
  • Prioritization of Metabolic Genes As Novel Therapeutic Targets
    bioRxiv preprint doi: https://doi.org/10.1101/515403; this version posted January 9, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under aCC-BY-ND 4.0 International license. 1 Prioritization of metabolic genes as novel therapeutic targets 2 in estrogen-receptor negative breast tumors using multi-omics data and text mining 3 4 Dinesh Kumar Barupal#,1, Bei Gao#, 1, Jan Budczies2, Brett S. Phinney4, Bertrand Perroud4, 5 Carsten Denkert2,3 and Oliver Fiehn*,1 6 Affiliations 7 1West Coast Metabolomics Center, University of California, Davis, CA, 95616 8 2Institute of Pathology, Charité University Hospital, Berlin, 9 3German Institute of Pathology, Philipps-University Marburg, Germany 10 4UC Davis Genome Center, University of California, Davis, CA, 95616 11 #Co-first authors and contributed equally. 12 Email address for all authors 13 Dinesh Kumar Barupal: [email protected] 14 Bei Gao: [email protected] 15 Carsten Denkert: [email protected] 16 Brett S. Phinney: [email protected] 17 Bertrand Perroud: [email protected] 18 Jan Budczies: [email protected] 19 Oliver Fiehn: [email protected] 20 21 * Corresponding Author: 22 Oliver Fiehn 23 West Coast Metabolomics Center, 24 University of California, Davis, CA, 95616 25 Email: [email protected] 1 bioRxiv preprint doi: https://doi.org/10.1101/515403; this version posted January 9, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity.
    [Show full text]
  • 3D Cell Culture-Based Global Mirna Expression Analysis Reveals Mir-142-5P As a Theranostic Biomarker of Rectal Cancer Following Neoadjuvant Long-Course Treatment
    biomolecules Article 3D Cell Culture-Based Global miRNA Expression Analysis Reveals miR-142-5p as a Theranostic Biomarker of Rectal Cancer Following Neoadjuvant Long-Course Treatment 1,2, 1,3, , 1,4,5 1 Linas Kunigenas y, Vaidotas Stankevicius * y, Audrius Dulskas , Elzbieta Budginaite , Gediminas Alzbutas 6,7, Eugenijus Stratilatovas 1,4, Nils Cordes 8,9,10,11,12 and Kestutis Suziedelis 1,2,* 1 National Cancer Institute, LT-08660 Vilnius, Lithuania; [email protected] (L.K.); [email protected] (A.D.); [email protected] (E.B.); [email protected] (E.S.) 2 Life Sciences Center, Institute of Biosciences, Vilnius University, LT-08412 Vilnius, Lithuania 3 Life Sciences Center, Institute of Biotechnology, Vilnius University, LT-08412 Vilnius, Lithuania 4 Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, LT-08406 Vilnius, Lithuania 5 University of Applied Sciences, Faculty of Health Care, LT-08303 Vilnius, Lithuania 6 Thermo Fisher Scientific, LT-02241 Vilnius, Lithuania; gediminas.alzbutas@thermofisher.com 7 Institute of Informatics, Faculty of Mathematics and Informatics, Vilnius University,LT-08303 Vilnius, Lithuania 8 OncoRay—National Center for Radiation Research in Oncology, Faculty of Medicine, Technische Universität, D–01307 Dresden, Germany; [email protected] 9 Department of Radiation Oncology, University Hospital Carl Gustav Carus, Technische Universität, D–01307 Dresden, Germany 10 Helmholtz–Zentrum Dresden–Rossendorf, Institute of Radiooncology–OncoRay,D–01328 Dresden, Germany 11 German Cancer Consortium (DKTK), partner site Dresden, D–69192 Heidelberg, Germany 12 German Cancer Research Center (DKFZ), D–69192 Heidelberg, Germany * Correspondence: [email protected] (V.S.); [email protected] (K.S.); Tel.: +370-5219-0904 (K.S.) These authors contributed equally to the work.
    [Show full text]
  • Supplementary Tables S1-S3
    Supplementary Table S1: Real time RT-PCR primers COX-2 Forward 5’- CCACTTCAAGGGAGTCTGGA -3’ Reverse 5’- AAGGGCCCTGGTGTAGTAGG -3’ Wnt5a Forward 5’- TGAATAACCCTGTTCAGATGTCA -3’ Reverse 5’- TGTACTGCATGTGGTCCTGA -3’ Spp1 Forward 5'- GACCCATCTCAGAAGCAGAA -3' Reverse 5'- TTCGTCAGATTCATCCGAGT -3' CUGBP2 Forward 5’- ATGCAACAGCTCAACACTGC -3’ Reverse 5’- CAGCGTTGCCAGATTCTGTA -3’ Supplementary Table S2: Genes synergistically regulated by oncogenic Ras and TGF-β AU-rich probe_id Gene Name Gene Symbol element Fold change RasV12 + TGF-β RasV12 TGF-β 1368519_at serine (or cysteine) peptidase inhibitor, clade E, member 1 Serpine1 ARE 42.22 5.53 75.28 1373000_at sushi-repeat-containing protein, X-linked 2 (predicted) Srpx2 19.24 25.59 73.63 1383486_at Transcribed locus --- ARE 5.93 27.94 52.85 1367581_a_at secreted phosphoprotein 1 Spp1 2.46 19.28 49.76 1368359_a_at VGF nerve growth factor inducible Vgf 3.11 4.61 48.10 1392618_at Transcribed locus --- ARE 3.48 24.30 45.76 1398302_at prolactin-like protein F Prlpf ARE 1.39 3.29 45.23 1392264_s_at serine (or cysteine) peptidase inhibitor, clade E, member 1 Serpine1 ARE 24.92 3.67 40.09 1391022_at laminin, beta 3 Lamb3 2.13 3.31 38.15 1384605_at Transcribed locus --- 2.94 14.57 37.91 1367973_at chemokine (C-C motif) ligand 2 Ccl2 ARE 5.47 17.28 37.90 1369249_at progressive ankylosis homolog (mouse) Ank ARE 3.12 8.33 33.58 1398479_at ryanodine receptor 3 Ryr3 ARE 1.42 9.28 29.65 1371194_at tumor necrosis factor alpha induced protein 6 Tnfaip6 ARE 2.95 7.90 29.24 1386344_at Progressive ankylosis homolog (mouse)
    [Show full text]