Publications

2020

Prokopenko, Dmitry, Sarah L Morgan, Kristina Mullin, Oliver Hofmann, Brad Chapman, Rory Kirchner, Sandeep Amberkar, Inken Wohlers, Christoph Lange, Winston Hide, Lars Bertram, and Rudolph E Tanzi. [2020] 2020. “Whole-Genome Sequencing Reveals New Alzheimer’s Disease-Associated Rare Variants in Loci Related to Synaptic Function and Neuronal Development..” MedRxiv : The Preprint Server for Health Sciences. doi: 10.1101/2020.11.03.20225540.

INTRODUCTION: Genome-wide association studies have led to numerous genetic loci associated with Alzheimer's disease (AD). Whole-genome sequencing (WGS) now permit genome-wide analyses to identify rare variants contributing to AD risk.

METHODS: We performed single-variant and spatial clustering-based testing on rare variants (minor allele frequency ≤1%) in a family-based WGS-based association study of 2,247 subjects from 605 multiplex AD families, followed by replication in 1,669 unrelated individuals.

RESULTS: We identified 13 new AD candidate loci that yielded consistent rare-variant signals in discovery and replication cohorts (4 from single-variant, 9 from spatial-clustering), implicating these genes: FNBP1L, SEL1L, LINC00298, PRKCH, C15ORF41, C2CD3, KIF2A, APC, LHX9, NALCN, CTNNA2, SYTL3, CLSTN2.

DISCUSSION: Downstream analyses of these novel loci highlight synaptic function, in contrast to common AD-associated variants, which implicate innate immunity. These loci have not been previously associated with AD, emphasizing the ability of WGS to identify AD-associated rare variants, particularly outside of coding regions.

"We present a consensus atlas of the human brain transcriptome in Alzheimer s disease (AD), based on meta-analysis of differential gene expression in 2,114 postmortem samples. We discover 30 brain coexpression modules from seven regions as the major source of AD transcriptional perturbations. We next examine overlap with 251 brain differentially expressed gene sets from mouse models of AD and other neurodegenerative disorders. Human-mouse overlaps highlight responses to amyloid versus tau pathology and reveal age- and sex-dependent expression signatures for disease progression. Human coexpression modules enriched for neuronal and/or microglial genes broadly overlap with mouse models of AD, Huntington s disease, amyotrophic lateral sclerosis, and aging. Other human coexpression modules, including those implicated in proteostasis, are not activated in AD models but rather following other, unexpected genetic manipulations. Our results comprise a cross-species resource, highlighting transcriptional networks altered by human brain pathophysiology and identifying correspondences with mouse models for AD preclinical studies."

2018

Shibata, Yuuka, Yumeka Sagara, Tomoharu Yokooji, Takanori Taogoshi, Maiko Tanaka, Michihiro Hide, and Hiroaki Matsuo. [2018] 2018. “Evaluation of Risk of Injury by Extravasation of Hyperosmolar and Vasopressor Agents in a Rat Model..” Biological & Pharmaceutical Bulletin 41(6):951-56. doi: 10.1248/bpb.b18-00105.

Inadvertent leakage of noncytotoxic agents causes severe tissue injury. In this study, we macroscopically and histopathologically evaluated the extent of skin injury caused by extravasation of hyperosmolar or vasopressor agents in rats. Rats were intradermally administered saline (100 µL), the hyperosmolar agents mannitol (5-20 mg/100 µL) and glucose (5-50 mg/100 µL), or the vasopressors dopamine (2 mg/100 µL), adrenaline (0.1 mg/100 µL), and noradrenaline (0.1 mg/100 µL). Lesion size (erythema, induration, ulceration, and necrosis) was monitored after agent injection. Skin tissue biopsies were evaluated at 24 h after agent injection. Mannitol and glucose induced severe lesions in a concentration (and osmolarity)-dependent manner. Mannitol and glucose at 10-20% (w/v) induced inflammation, and lesions healed within 3-6 d. In contrast, ≥25% (w/v) glucose elicited severe skin lesions with ulceration and necrosis within 24 h, which healed gradually 16-22 d after injection. The severity of extravasation injury caused by vasopressors varied. Adrenaline and noradrenaline induced severe injury with ulceration and necrosis, which healed over 23.3 and 18.3 d, respectively. In contrast, dopamine induced erythema and induration, and damage duration was only 5.7 d. In conclusion, mannitol and glucose at osmolarities of 549-1098 and 833-1110 mOsm/L, respectively, can be classified as "irritants," while ≥1388 mOsm/L glucose can be classified as a "vesicant." As for vasopressors, adrenaline and noradrenaline can be classified as "vesicants" whereas dopamine can be classified as an "irritant."

Zhang, Peter, Emmanuel Dimont, Thomas Ha, Douglas J Swanson, Masayoshi Itoh, Hideya Kawaji, Timo Lassmann, Carsten O Daub, Erik Arner, FANTOM Consortium, Piero Carninci, Yoshihide Hayashizaki, Alistair R R Forrest, Winston Hide, and Dan Goldowitz. [2018] 2018. “Correction To: Relatively Frequent Switching of Transcription Start Sites During Cerebellar Development..” BMC Genomics 19(1):39. doi: 10.1186/s12864-017-4291-4.

The authors of the original article [1] would like to recognize the critical contribution of core members of the FANTOM5 Consortium, who played the critical role of HeliScopeCAGE sequencing experiments, quality control of tag reads and processing of the raw sequencing data.

Pita-Juárez, Yered, Gabriel Altschuler, Sokratis Kariotis, Wenbin Wei, Katjuša Koler, Claire Green, Rudolph E Tanzi, and Winston Hide. [2018] 2018. “The Pathway Coexpression Network: Revealing Pathway Relationships..” PLoS Computational Biology 14(3):e1006042. doi: 10.1371/journal.pcbi.1006042.

A goal of genomics is to understand the relationships between biological processes. Pathways contribute to functional interplay within biological processes through complex but poorly understood interactions. However, limited functional references for global pathway relationships exist. Pathways from databases such as KEGG and Reactome provide discrete annotations of biological processes. Their relationships are currently either inferred from gene set enrichment within specific experiments, or by simple overlap, linking pathway annotations that have genes in common. Here, we provide a unifying interpretation of functional interaction between pathways by systematically quantifying coexpression between 1,330 canonical pathways from the Molecular Signatures Database (MSigDB) to establish the Pathway Coexpression Network (PCxN). We estimated the correlation between canonical pathways valid in a broad context using a curated collection of 3,207 microarrays from 72 normal human tissues. PCxN accounts for shared genes between annotations to estimate significant correlations between pathways with related functions rather than with similar annotations. We demonstrate that PCxN provides novel insight into mechanisms of complex diseases using an Alzheimer's Disease (AD) case study. PCxN retrieved pathways significantly correlated with an expert curated AD gene list. These pathways have known associations with AD and were significantly enriched for genes independently associated with AD. As a further step, we show how PCxN complements the results of gene set enrichment methods by revealing relationships between enriched pathways, and by identifying additional highly correlated pathways. PCxN revealed that correlated pathways from an AD expression profiling study include functional clusters involved in cell adhesion and oxidative stress. PCxN provides expanded connections to pathways from the extracellular matrix. PCxN provides a powerful new framework for interrogation of global pathway relationships. Comprehensive exploration of PCxN can be performed at http://pcxn.org/.

Joachim, Rose B, Gabriel M Altschuler, John N Hutchinson, Hector R Wong, Winston A Hide, and Lester Kobzik. [2018] 2018. “The Relative Resistance of Children to Sepsis Mortality: From Pathways to Drug Candidates..” Molecular Systems Biology 14(5):e7998. doi: 10.15252/msb.20177998.

Attempts to develop drugs that address sepsis based on leads developed in animal models have failed. We sought to identify leads based on human data by exploiting a natural experiment: the relative resistance of children to mortality from severe infections and sepsis. Using public datasets, we identified key differences in pathway activity (Pathprint) in blood transcriptome profiles of septic adults and children. To find drugs that could promote beneficial (child) pathways or inhibit harmful (adult) ones, we built an in silico pathway drug network (PDN) using expression correlation between drug, disease, and pathway gene signatures across 58,475 microarrays. Specific pathway clusters from children or adults were assessed for correlation with drug-based signatures. Validation by literature curation and by direct testing in an endotoxemia model of murine sepsis of the most correlated drug candidates demonstrated that the Pathprint-PDN methodology is more effective at generating positive drug leads than gene-level methods (e.g., CMap). Pathway-centric Pathprint-PDN is a powerful new way to identify drug candidates for intervention against sepsis and provides direct insight into pathways that may determine survival.

2017

Semb, Gunvor, Hans Enemark, Hans Friede, Gunnar Paulin, Jan Lilja, Jorma Rautio, Mikael Andersen, Frank Åbyholm, Anette Lohmander, William Shaw, Kirsten Mølsted, Arja Heliövaara, Stig Bolund, Jyri Hukki, Hallvard Vindenes, Peter Davenport, Kjartan Arctander, Ola Larson, Anders Berggren, David Whitby, Alan Leonard, Erik Neovius, Anna Elander, Elisabeth Willadsen, Patricia Bannister, Eileen Bradbury, Gunilla Henningsson, Christina Persson, Philip Eyres, Berit Emborg, Mia Kisling-Møller, Annelise Küseler, Birthe Granhof Black, Antje Schöps, Anja Bau, Maria Boers, Helene Søgaard Andersen, Karin Jeppesen, Dorte Marxen, Marjukka Paaso, Elina Hölttä, Suvi Alaluusua, Leena Turunen, Kirsti Humerinta, Ulla Elfving-Little, Inger Beate Tørdal, Lillian Kjøll, Ragnhild Aukner, Øydis Hide, Kristin Billaud Feragen, Elisabeth Rønning, Pål Skaare, Eli Brinck, Ann-Magritt Semmingsen, Nina Lindberg, Melanie Bowden, Julie Davies, Jeanette Mooney, Haydn Bellardie, Nina Schofield, Jill Nyberg, Maria Lundberg, Agneta Linder-Aronson Karsten, Margareta Larson, Anders Holmefjord, Sigvor Reisæter, Nina-Helen Pedersen, Therese Rasmussen, Rolf Tindlund, Paul Sæle, Reidunn Blomhoff, Gry Jacobsen, Christina Havstam, Sara Rizell, Lars Enocson, Catharina Hagberg, Midia Najar Chalien, Anna Paganini, Inger Lundeborg, Agneta Marcusson, Anna-Britta Mjönes, Annica Gustavsson, Christine Hayden, Eilish McAleer, Emma Slevan, Terry Gregg, and Helen Worthington. [2017] 2017. “A Scandcleft Randomised Trials of Primary Surgery for Unilateral Cleft Lip and Palate: 1. Planning and Management..” Journal of Plastic Surgery and Hand Surgery 51(1):2-13. doi: 10.1080/2000656X.2016.1263202.

BACKGROUND AND AIMS: Longstanding uncertainty surrounds the selection of surgical protocols for the closure of unilateral cleft lip and palate, and randomised trials have only rarely been performed. This paper is an introduction to three randomised trials of primary surgery for children born with complete unilateral cleft lip and palate (UCLP). It presents the protocol developed for the trials in CONSORT format, and describes the management structure that was developed to achieve the long-term engagement and commitment required to complete the project.

METHOD: Ten established national or regional cleft centres participated. Lip and soft palate closure at 3-4 months, and hard palate closure at 12 months served as a common method in each trial. Trial 1 compared this with hard palate closure at 36 months. Trial 2 compared it with lip closure at 3-4 months and hard and soft palate closure at 12 months. Trial 3 compared it with lip and hard palate closure at 3-4 months and soft palate closure at 12 months. The primary outcomes were speech and dentofacial development, with a series of perioperative and longer-term secondary outcomes.

RESULTS: Recruitment of 448 infants took place over a 9-year period, with 99.8% subsequent retention at 5 years.

CONCLUSION: The series of reports that follow this introductory paper include comparisons at age 5 of surgical outcomes, speech outcomes, measures of dentofacial development and appearance, and parental satisfaction. The outcomes recorded and the numbers analysed for each outcome and time point are described in the series.

TRIAL REGISTRATION: ISRCTN29932826.

Cooper-Knock, Johnathan, Claire Green, Gabriel Altschuler, Wenbin Wei, Joanna J Bury, Paul R Heath, Matthew Wyles, Catherine Gelsthorpe, Robin Highley, Alejandro Lorente-Pons, Tim Beck, Kathryn Doyle, Karel Otero, Bryan Traynor, Janine Kirby, Pamela J Shaw, and Winston Hide. [2017] 2017. “A Data-Driven Approach Links Microglia to Pathology and Prognosis in Amyotrophic Lateral Sclerosis..” Acta Neuropathologica Communications 5(1):23. doi: 10.1186/s40478-017-0424-x.

Amyotrophic lateral sclerosis (ALS) is a devastating neurodegenerative disease that lacks a predictive and broadly applicable biomarker. Continued focus on mutation-specific upstream mechanisms has yet to predict disease progression in the clinic. Utilising cellular pathology common to the majority of ALS patients, we implemented an objective transcriptome-driven approach to develop noninvasive prognostic biomarkers for disease progression. Genes expressed in laser captured motor neurons in direct correlation (Spearman rank correlation, p < 0.01) with counts of neuropathology were developed into co-expression network modules. Screening modules using three gene sets representing rate of disease progression and upstream genetic association with ALS led to the prioritisation of a single module enriched for immune response to motor neuron degeneration. Genes in the network module are important for microglial activation and predict disease progression in genetically heterogeneous ALS cohorts: Expression of three genes in peripheral lymphocytes - LILRA2, ITGB2 and CEBPD - differentiate patients with rapid and slowly progressive disease, suggesting promise as a blood-derived biomarker. TREM2 is a member of the network module and the level of soluble TREM2 protein in cerebrospinal fluid is shown to predict survival when measured in late stage disease (Spearman rank correlation, p = 0.01). Our data-driven systems approach has, for the first time, directly linked microglia to the development of motor neuron pathology. LILRA2, ITGB2 and CEBPD represent peripherally accessible candidate biomarkers and TREM2 provides a broadly applicable therapeutic target for ALS.

Daily, Kenneth, Shannan J Ho Sui, Lynn M Schriml, Phillip J Dexheimer, Nathan Salomonis, Robin Schroll, Stacy Bush, Mehdi Keddache, Christopher Mayhew, Samad Lotia, Thanneer M Perumal, Kristen Dang, Lorena Pantano, Alexander R Pico, Elke Grassman, Diana Nordling, Winston Hide, Antonis K Hatzopoulos, Punam Malik, Jose A Cancelas, Carolyn Lutzko, Bruce J Aronow, and Larsson Omberg. [2017] 2017. “Molecular, Phenotypic, and Sample-Associated Data to Describe Pluripotent Stem Cell Lines and Derivatives..” Scientific Data 4:170030. doi: 10.1038/sdata.2017.30.

The use of induced pluripotent stem cells (iPSC) derived from independent patients and sources holds considerable promise to improve the understanding of development and disease. However, optimized use of iPSC depends on our ability to develop methods to efficiently qualify cell lines and protocols, monitor genetic stability, and evaluate self-renewal and differentiation potential. To accomplish these goals, 57 stem cell lines from 10 laboratories were differentiated to 7 different states, resulting in 248 analyzed samples. Cell lines were differentiated and characterized at a central laboratory using standardized cell culture methodologies, protocols, and metadata descriptors. Stem cell and derived differentiated lines were characterized using RNA-seq, miRNA-seq, copy number arrays, DNA methylation arrays, flow cytometry, and molecular histology. All materials, including raw data, metadata, analysis and processing code, and methodological and provenance documentation are publicly available for re-use and interactive exploration at https://www.synapse.org/pcbc. The goal is to provide data that can improve our ability to robustly and reproducibly use human pluripotent stem cells to understand development and disease.

Li, Airong, Basavaraj Hooli, Kristina Mullin, Rebecca E Tate, Adele Bubnys, Rory Kirchner, Brad Chapman, Oliver Hofmann, Winston Hide, and Rudolph E Tanzi. [2017] 2017. “Silencing of the Drosophila Ortholog of SOX5 Leads to Abnormal Neuronal Development and Behavioral Impairment..” Human Molecular Genetics 26(8):1472-82. doi: 10.1093/hmg/ddx051.

SOX5 encodes a transcription factor that is expressed in multiple tissues including heart, lung and brain. Mutations in SOX5 have been previously found in patients with amyotrophic lateral sclerosis (ALS) and developmental delay, intellectual disability and dysmorphic features. To characterize the neuronal role of SOX5, we silenced the Drosophila ortholog of SOX5, Sox102F, by RNAi in various neuronal subtypes in Drosophila. Silencing of Sox102F led to misorientated and disorganized michrochaetes, neurons with shorter dendritic arborization (DA) and reduced complexity, diminished larval peristaltic contractions, loss of neuromuscular junction bouton structures, impaired olfactory perception, and severe neurodegeneration in brain. Silencing of SOX5 in human SH-SY5Y neuroblastoma cells resulted in a significant repression of WNT signaling activity and altered expression of WNT-related genes. Genetic association and meta-analyses of the results in several large family-based and case-control late-onset familial Alzheimer's disease (LOAD) samples of SOX5 variants revealed several variants that show significant association with AD disease status. In addition, analysis for rare and highly penetrate functional variants revealed four novel variants/mutations in SOX5, which taken together with functional prediction analysis, suggests a strong role of SOX5 causing AD in the carrier families. Collectively, these findings indicate that SOX5 is a novel candidate gene for LOAD with an important role in neuronal function. The genetic findings warrant further studies to identify and characterize SOX5 variants that confer risk for AD, ALS and intellectual disability.