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Nav 1.1 Channels in Axon Initial Segments of Bipolar Cells Augment
The Journal of Neuroscience, October 9, 2013 • 33(41):16045–16059 • 16045 Systems/Circuits NaV1.1 Channels in Axon Initial Segments of Bipolar Cells Augment Input to Magnocellular Visual Pathways in the Primate Retina Theresa Puthussery,1 Sowmya Venkataramani,1 Jacqueline Gayet-Primo,1 Robert G. Smith,2 and W. Rowland Taylor1 1Casey Eye Institute, Department of Ophthalmology, Oregon Health & Science University, Portland, Oregon 97239, and 2Department of Neuroscience, University of Pennsylvania, Philadelphia, Pennsylvania 19104 In the primate visual system, the ganglion cells of the magnocellular pathway underlie motion and flicker detection and are relatively transient,whilethemoresustainedganglioncellsoftheparvocellularpathwayhavecomparativelylowertemporalresolution,butencode higher spatial frequencies. Although it is presumed that functional differences in bipolar cells contribute to the tuning of the two pathways, the properties of the relevant bipolar cells have not yet been examined in detail. Here, by making patch-clamp recordings in acuteslicesofmacaqueretina,weshowthatthebipolarcellswithinthemagnocellularpathway,butnottheparvocellularpathway,exhibit voltage-gated sodium (NaV ), T-type calcium (CaV ), and hyperpolarization-activated, cyclic nucleotide-gated (HCN) currents, and can generate action potentials. Using immunohistochemistry in macaque and human retinae, we show that NaV1.1 is concentrated in an axon initial segment (AIS)-like region of magnocellular pathway bipolar cells, a specialization not seen in transient bipolar cells of other vertebrates. In contrast, CaV3.1 channels were localized to the somatodendritic compartment and proximal axon, but were excluded from the AIS, while HCN1 channels were concentrated in the axon terminal boutons. Simulations using a compartmental model reproduced physiological results and indicate that magnocellular pathway bipolar cells initiate spikes in the AIS. Finally, we demonstrate that NaV channels in bipolar cells augment excitatory input to parasol ganglion cells of the magnocellular pathway. -
Spatially Heterogeneous Choroid Plexus Transcriptomes Encode Positional Identity and Contribute to Regional CSF Production
The Journal of Neuroscience, March 25, 2015 • 35(12):4903–4916 • 4903 Development/Plasticity/Repair Spatially Heterogeneous Choroid Plexus Transcriptomes Encode Positional Identity and Contribute to Regional CSF Production Melody P. Lun,1,3 XMatthew B. Johnson,2 Kevin G. Broadbelt,1 Momoko Watanabe,4 Young-jin Kang,4 Kevin F. Chau,1 Mark W. Springel,1 Alexandra Malesz,1 Andre´ M.M. Sousa,5 XMihovil Pletikos,5 XTais Adelita,1,6 Monica L. Calicchio,1 Yong Zhang,7 Michael J. Holtzman,7 Hart G.W. Lidov,1 XNenad Sestan,5 Hanno Steen,1 XEdwin S. Monuki,4 and Maria K. Lehtinen1 1Department of Pathology, and 2Division of Genetics, Boston Children’s Hospital, Boston, Massachusetts 02115, 3Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts 02118, 4Department of Pathology and Laboratory Medicine, University of California Irvine School of Medicine, Irvine, California 92697, 5Department of Neurobiology and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, Connecticut 06510, 6Department of Biochemistry, Federal University of Sa˜o Paulo, Sa˜o Paulo 04039, Brazil, and 7Pulmonary and Critical Care Medicine, Department of Medicine, Washington University, St Louis, Missouri 63110 A sheet of choroid plexus epithelial cells extends into each cerebral ventricle and secretes signaling factors into the CSF. To evaluate whether differences in the CSF proteome across ventricles arise, in part, from regional differences in choroid plexus gene expression, we defined the transcriptome of lateral ventricle (telencephalic) versus fourth ventricle (hindbrain) choroid plexus. We find that positional identitiesofmouse,macaque,andhumanchoroidplexiderivefromgeneexpressiondomainsthatparalleltheiraxialtissuesoforigin.We thenshowthatmolecularheterogeneitybetweentelencephalicandhindbrainchoroidplexicontributestoregion-specific,age-dependent protein secretion in vitro. -
Table S1 the Four Gene Sets Derived from Gene Expression Profiles of Escs and Differentiated Cells
Table S1 The four gene sets derived from gene expression profiles of ESCs and differentiated cells Uniform High Uniform Low ES Up ES Down EntrezID GeneSymbol EntrezID GeneSymbol EntrezID GeneSymbol EntrezID GeneSymbol 269261 Rpl12 11354 Abpa 68239 Krt42 15132 Hbb-bh1 67891 Rpl4 11537 Cfd 26380 Esrrb 15126 Hba-x 55949 Eef1b2 11698 Ambn 73703 Dppa2 15111 Hand2 18148 Npm1 11730 Ang3 67374 Jam2 65255 Asb4 67427 Rps20 11731 Ang2 22702 Zfp42 17292 Mesp1 15481 Hspa8 11807 Apoa2 58865 Tdh 19737 Rgs5 100041686 LOC100041686 11814 Apoc3 26388 Ifi202b 225518 Prdm6 11983 Atpif1 11945 Atp4b 11614 Nr0b1 20378 Frzb 19241 Tmsb4x 12007 Azgp1 76815 Calcoco2 12767 Cxcr4 20116 Rps8 12044 Bcl2a1a 219132 D14Ertd668e 103889 Hoxb2 20103 Rps5 12047 Bcl2a1d 381411 Gm1967 17701 Msx1 14694 Gnb2l1 12049 Bcl2l10 20899 Stra8 23796 Aplnr 19941 Rpl26 12096 Bglap1 78625 1700061G19Rik 12627 Cfc1 12070 Ngfrap1 12097 Bglap2 21816 Tgm1 12622 Cer1 19989 Rpl7 12267 C3ar1 67405 Nts 21385 Tbx2 19896 Rpl10a 12279 C9 435337 EG435337 56720 Tdo2 20044 Rps14 12391 Cav3 545913 Zscan4d 16869 Lhx1 19175 Psmb6 12409 Cbr2 244448 Triml1 22253 Unc5c 22627 Ywhae 12477 Ctla4 69134 2200001I15Rik 14174 Fgf3 19951 Rpl32 12523 Cd84 66065 Hsd17b14 16542 Kdr 66152 1110020P15Rik 12524 Cd86 81879 Tcfcp2l1 15122 Hba-a1 66489 Rpl35 12640 Cga 17907 Mylpf 15414 Hoxb6 15519 Hsp90aa1 12642 Ch25h 26424 Nr5a2 210530 Leprel1 66483 Rpl36al 12655 Chi3l3 83560 Tex14 12338 Capn6 27370 Rps26 12796 Camp 17450 Morc1 20671 Sox17 66576 Uqcrh 12869 Cox8b 79455 Pdcl2 20613 Snai1 22154 Tubb5 12959 Cryba4 231821 Centa1 17897 -
Genome-Wide Screening Identifies a KCNIP1 Copy Number Variant As a Genetic Predictor for Atrial Fibrillation
ARTICLE Received 21 Oct 2014 | Accepted 16 Nov 2015 | Published 2 Feb 2016 DOI: 10.1038/ncomms10190 OPEN Genome-wide screening identifies a KCNIP1 copy number variant as a genetic predictor for atrial fibrillation Chia-Ti Tsai1,2,3, Chia-Shan Hsieh4,5, Sheng-Nan Chang2,3, Eric Y. Chuang4,5, Kwo-Chang Ueng6,7, Chin-Feng Tsai6,7, Tsung-Hsien Lin8, Cho-Kai Wu1, Jen-Kuang Lee1, Lian-Yu Lin1, Yi-Chih Wang1, Chih-Chieh Yu1, Ling-Ping Lai1, Chuen-Den Tseng1, Juey-Jen Hwang1, Fu-Tien Chiang1,9 & Jiunn-Lee Lin1 Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia. Previous genome- wide association studies had identified single-nucleotide polymorphisms in several genomic regions to be associated with AF. In human genome, copy number variations (CNVs) are known to contribute to disease susceptibility. Using a genome-wide multistage approach to identify AF susceptibility CNVs, we here show a common 4,470-bp diallelic CNV in the first intron of potassium interacting channel 1 gene (KCNIP1) is strongly associated with AF in Taiwanese populations (odds ratio ¼ 2.27 for insertion allele; P ¼ 6.23 Â 10 À 24). KCNIP1 insertion is associated with higher KCNIP1 mRNA expression. KCNIP1-encoded protein potassium interacting channel 1 (KCHIP1) is physically associated with potassium Kv channels and modulates atrial transient outward current in cardiac myocytes. Overexpression of KCNIP1 results in inducible AF in zebrafish. In conclusions, a common CNV in KCNIP1 gene is a genetic predictor of AF risk possibly pointing to a functional pathway. 1 Division of Cardiology, Department of Internal Medicine, National Taiwan University College of Medicine and Hospital, No. -
Non-Coding Rnas in the Cardiac Action Potential and Their Impact on Arrhythmogenic Cardiac Diseases
Review Non-Coding RNAs in the Cardiac Action Potential and Their Impact on Arrhythmogenic Cardiac Diseases Estefania Lozano-Velasco 1,2 , Amelia Aranega 1,2 and Diego Franco 1,2,* 1 Cardiovascular Development Group, Department of Experimental Biology, University of Jaén, 23071 Jaén, Spain; [email protected] (E.L.-V.); [email protected] (A.A.) 2 Fundación Medina, 18016 Granada, Spain * Correspondence: [email protected] Abstract: Cardiac arrhythmias are prevalent among humans across all age ranges, affecting millions of people worldwide. While cardiac arrhythmias vary widely in their clinical presentation, they possess shared complex electrophysiologic properties at cellular level that have not been fully studied. Over the last decade, our current understanding of the functional roles of non-coding RNAs have progressively increased. microRNAs represent the most studied type of small ncRNAs and it has been demonstrated that miRNAs play essential roles in multiple biological contexts, including normal development and diseases. In this review, we provide a comprehensive analysis of the functional contribution of non-coding RNAs, primarily microRNAs, to the normal configuration of the cardiac action potential, as well as their association to distinct types of arrhythmogenic cardiac diseases. Keywords: cardiac arrhythmia; microRNAs; lncRNAs; cardiac action potential Citation: Lozano-Velasco, E.; Aranega, A.; Franco, D. Non-Coding RNAs in the Cardiac Action Potential 1. The Electrical Components of the Adult Heart and Their Impact on Arrhythmogenic The adult heart is a four-chambered organ that propels oxygenated blood to the entire Cardiac Diseases. Hearts 2021, 2, body. It is composed of atrial and ventricular chambers, each of them with distinct left and 307–330. -
1 De Novo Mutations in HCN1 Cause Early Infantile Epileptic
De novo mutations in HCN1 cause early infantile epileptic encephalopathy Caroline Nava,1-4,24, Carine Dalle5,24, Agnès Rastetter1, Pasquale Striano6,23, Carolien G.F. de Kovel7, Rima Nabbout8,9, Claude Cancès10, Dorothée Ville11, Eva H. Brilstra7, Giuseppe Gobbi12, Emmanuel Raffo13, Delphine Bouteiller14, Yannick Marie14, Oriane Trouillard1,3,4, Angela Robbiano15, Boris Keren16, Dahbia Agher1, Emmanuel Roze1-3, Suzanne Lesage1-3, Aude Nicolas1-3, Alexis Brice1-4, Michel Baulac1-3, Cornelia Vogt17, Nady El Hajj17, Eberhard Schneider17, Arvid Suls18,19,23, Sarah Weckhuysen18,19,23, Padhraig Gormley20,23, Anna-Elina Lehesjoki21,23, Peter De Jonghe18,19,23, Ingo Helbig22,23, Stéphanie Baulac1-3,23, Federico Zara15,23, Bobby P.C. Koeleman7,23, EuroEPINOMICS RES consortium, Thomas Haaf17, Eric LeGuern1-4,23, and Christel Depienne1,3,17,23 1 Institut National de la Santé et de la Recherche Médicale (INSERM) UMR 975, Institut du cerveau et de la moelle épinière (ICM), Hôpital Pitié-Salpêtrière, Paris, France. 2 CNRS 7225, Hôpital Pitié-Salpêtrière, Paris, France. 3 Université Pierre et Marie Curie-Paris-6 (UPMC), UMR_S 975, Paris, France. 4 AP-HP, Hôpital Pitié-Salpêtrière, Département de Génétique et de Cytogénétique, Unité Fonctionnelle de Neurogénétique moléculaire et cellulaire, Paris, France. 5 ICM, Institut du cerveau et de la moelle épinière, Plateforme d’électrophysiologie, Paris, France. 6 Pediatric Neurology and Muscular Diseases Unit, Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genova and Gaslini Institute, Genova, Italy. 7 Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands. 8 Department of Pediatric Neurology, Centre de Reference Epilepsies Rares, Hôpital Necker–Enfants Malades, Assistance Publique–Hôpitaux de Paris (AP-HP), Paris, France. -
DNA Methylation Associated with Postpartum Depressive Symptoms Overlaps Findings from a Genome-Wide Association Meta-Analysis of Depression Dana M
Lapato et al. Clinical Epigenetics (2019) 11:169 https://doi.org/10.1186/s13148-019-0769-z RESEARCH Open Access DNA methylation associated with postpartum depressive symptoms overlaps findings from a genome-wide association meta-analysis of depression Dana M. Lapato1,2* , Roxann Roberson-Nay2,3, Robert M. Kirkpatrick2,3, Bradley T. Webb2,3, Timothy P. York1,2,4† and Patricia A. Kinser5† Abstract Background: Perinatal depressive symptoms have been linked to adverse maternal and infant health outcomes. The etiology associated with perinatal depressive psychopathology is poorly understood, but accumulating evidence suggests that understanding inter-individual differences in DNA methylation (DNAm) patterning may provide insight regarding the genomic regions salient to the risk liability of perinatal depressive psychopathology. Results: Genome-wide DNAm was measured in maternal peripheral blood using the Infinium MethylationEPIC microarray. Ninety-two participants (46% African-American) had DNAm samples that passed all quality control metrics, and all participants were within 7 months of delivery. Linear models were constructed to identify differentially methylated sites and regions, and permutation testing was utilized to assess significance. Differentially methylated regions (DMRs) were defined as genomic regions of consistent DNAm change with at least two probes within 1 kb of each other. Maternal age, current smoking status, estimated cell-type proportions, ancestry-relevant principal components, days since delivery, and chip position served as covariates to adjust for technical and biological factors. Current postpartum depressive symptoms were measured using the Edinburgh Postnatal Depression Scale. Ninety-eight DMRs were significant (false discovery rate < 5%) and overlapped 92 genes. Three of the regions overlap loci from the latest Psychiatric Genomics Consortium meta-analysis of depression. -
Core Circadian Clock Transcription Factor BMAL1 Regulates Mammary Epithelial Cell
bioRxiv preprint doi: https://doi.org/10.1101/2021.02.23.432439; this version posted February 23, 2021. 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 4.0 International license. 1 Title: Core circadian clock transcription factor BMAL1 regulates mammary epithelial cell 2 growth, differentiation, and milk component synthesis. 3 Authors: Theresa Casey1ǂ, Aridany Suarez-Trujillo1, Shelby Cummings1, Katelyn Huff1, 4 Jennifer Crodian1, Ketaki Bhide2, Clare Aduwari1, Kelsey Teeple1, Avi Shamay3, Sameer J. 5 Mabjeesh4, Phillip San Miguel5, Jyothi Thimmapuram2, and Karen Plaut1 6 Affiliations: 1. Department of Animal Science, Purdue University, West Lafayette, IN, USA; 2. 7 Bioinformatics Core, Purdue University; 3. Animal Science Institute, Agriculture Research 8 Origination, The Volcani Center, Rishon Letsiyon, Israel. 4. Department of Animal Sciences, 9 The Robert H. Smith Faculty of Agriculture, Food, and Environment, The Hebrew University of 10 Jerusalem, Rehovot, Israel. 5. Genomics Core, Purdue University 11 Grant support: Binational Agricultural Research Development (BARD) Research Project US- 12 4715-14; Photoperiod effects on milk production in goats: Are they mediated by the molecular 13 clock in the mammary gland? 14 ǂAddress for correspondence. 15 Theresa M. Casey 16 BCHM Room 326 17 175 South University St. 18 West Lafayette, IN 47907 19 Email: [email protected] 20 Phone: 802-373-1319 21 22 bioRxiv preprint doi: https://doi.org/10.1101/2021.02.23.432439; this version posted February 23, 2021. 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. -
Isoform-Specific Regulation of HCN4 Channels by a Family of Endoplasmic Reticulum Proteins
Isoform-specific regulation of HCN4 channels by a family of endoplasmic reticulum proteins Colin H. Petersa, Mallory E. Myersa, Julie Juchnoa, Charlie Haimbaugha, Hicham Bichraouia, Yanmei Dub, John R. Bankstona, Lori A. Walkerb, and Catherine Proenzaa,b,1 aDepartment of Physiology and Biophysics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045; and bDepartment of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO 80045 Edited by Bruce P. Bean, Harvard Medical School, Boston, MA, and approved June 5, 2020 (received for review April 13, 2020) Ion channels in excitable cells function in macromolecular com- (14). When HCN4 is expressed in HEK293 cells, it exhibits the plexes in which auxiliary proteins modulate the biophysical properties canonical depolarizing shift in voltage dependence in response to of the pore-forming subunits. Hyperpolarization-activated, cyclic cAMP. However, we found that when HCN4 is expressed in nucleotide-sensitive HCN4 channels are critical determinants of mem- Chinese hamster ovary (CHO) cells, channel activation is con- brane excitability in cells throughout the body, including thalamocort- stitutively shifted to more depolarized membrane potentials and ical neurons and cardiac pacemaker cells. We previously showed that is no longer affected by cAMP. Moreover, the constitutive acti- the properties of HCN4 channels differ dramatically in different cell vation of HCN4 in CHO cells is specific to the HCN4 isoform; types, possibly due to the endogenous expression of auxiliary pro- HCN2 retains a large cAMP-dependent shift in voltage de- teins. Here, we report the discovery of a family of endoplasmic re- pendence (14). We hypothesized that this “CHO effect” is due to ticulum (ER) transmembrane proteins that associate with and expression of an endogenous, isoform-specific modulator of modulate HCN4. -
Ion Channels 3 1
r r r Cell Signalling Biology Michael J. Berridge Module 3 Ion Channels 3 1 Module 3 Ion Channels Synopsis Ion channels have two main signalling functions: either they can generate second messengers or they can function as effectors by responding to such messengers. Their role in signal generation is mainly centred on the Ca2 + signalling pathway, which has a large number of Ca2+ entry channels and internal Ca2+ release channels, both of which contribute to the generation of Ca2 + signals. Ion channels are also important effectors in that they mediate the action of different intracellular signalling pathways. There are a large number of K+ channels and many of these function in different + aspects of cell signalling. The voltage-dependent K (KV) channels regulate membrane potential and + excitability. The inward rectifier K (Kir) channel family has a number of important groups of channels + + such as the G protein-gated inward rectifier K (GIRK) channels and the ATP-sensitive K (KATP) + + channels. The two-pore domain K (K2P) channels are responsible for the large background K current. Some of the actions of Ca2 + are carried out by Ca2+-sensitive K+ channels and Ca2+-sensitive Cl − channels. The latter are members of a large group of chloride channels and transporters with multiple functions. There is a large family of ATP-binding cassette (ABC) transporters some of which have a signalling role in that they extrude signalling components from the cell. One of the ABC transporters is the cystic − − fibrosis transmembrane conductance regulator (CFTR) that conducts anions (Cl and HCO3 )and contributes to the osmotic gradient for the parallel flow of water in various transporting epithelia. -
Spatial Distribution of Leading Pacemaker Sites in the Normal, Intact Rat Sinoa
Supplementary Material Supplementary Figure 1: Spatial distribution of leading pacemaker sites in the normal, intact rat sinoatrial 5 nodes (SAN) plotted along a normalized y-axis between the superior vena cava (SVC) and inferior vena 6 cava (IVC) and a scaled x-axis in millimeters (n = 8). Colors correspond to treatment condition (black: 7 baseline, blue: 100 µM Acetylcholine (ACh), red: 500 nM Isoproterenol (ISO)). 1 Supplementary Figure 2: Spatial distribution of leading pacemaker sites before and after surgical 3 separation of the rat SAN (n = 5). Top: Intact SAN preparations with leading pacemaker sites plotted during 4 baseline conditions. Bottom: Surgically cut SAN preparations with leading pacemaker sites plotted during 5 baseline conditions (black) and exposure to pharmacological stimulation (blue: 100 µM ACh, red: 500 nM 6 ISO). 2 a &DUGLDFIoQChDQQHOV .FQM FOXVWHU &DFQDG &DFQDK *MD &DFQJ .FQLS .FQG .FQK .FQM &DFQDF &DFQE .FQM í $WSD .FQD .FQM í .FQN &DVT 5\U .FQM &DFQJ &DFQDG ,WSU 6FQD &DFQDG .FQQ &DFQDJ &DFQDG .FQD .FQT 6FQD 3OQ 6FQD +FQ *MD ,WSU 6FQE +FQ *MG .FQN .FQQ .FQN .FQD .FQE .FQQ +FQ &DFQDD &DFQE &DOP .FQM .FQD .FQN .FQG .FQN &DOP 6FQD .FQD 6FQE 6FQD 6FQD ,WSU +FQ 6FQD 5\U 6FQD 6FQE 6FQD .FQQ .FQH 6FQD &DFQE 6FQE .FQM FOXVWHU V6$1 L6$1 5$ /$ 3 b &DUGLDFReFHSWRUV $GUDF FOXVWHU $GUDD &DY &KUQE &KUP &KJD 0\O 3GHG &KUQD $GUE $GUDG &KUQE 5JV í 9LS $GUDE 7SP í 5JV 7QQF 3GHE 0\K $GUE *QDL $QN $GUDD $QN $QN &KUP $GUDE $NDS $WSE 5DPS &KUP 0\O &KUQD 6UF &KUQH $GUE &KUQD FOXVWHU V6$1 L6$1 5$ /$ 4 c 1HXURQDOPURWHLQV -
Gene Expression Profiles of Patients with Cerebral Hematoma Following Spontaneous Intracerebral Hemorrhage
MOLECULAR MEDICINE REPORTS 10: 1671-1678, 2014 Gene expression profiles of patients with cerebral hematoma following spontaneous intracerebral hemorrhage TAO YANG1,2, JIANWEN GU1, BIN KONG1,2, YONGQIN KUANG1, LIN CHENG1, JINGMIN CHENG1,2, XUN XIA1,2, YUAN MA1,2 and JUNHAI ZHANG1 1Department of Neurosurgery, Chengdu Military General Hospital, Chengdu, Sichuan 610083; 2Department of Postgraduate, Third Military Medical University, Chongqing 400038, P.R. China Received October 13, 2013; Accepted March 27, 2014 DOI: 10.3892/mmr.2014.2421 Abstract. The present study aimed to investigate the gene ITPR1-RYR2, CAMK2A-RYR2 and ITGA5-LAMB1 interac- functions and expression profiles in perihematomal (PH) tion pairs. The present study provides several potential targets brain regions following spontaneous intracerebral hemor- to decrease hematoma expansion and alleviate neuronal cell rhage. The gene expression profiles were downloaded from death following spontaneous intracerebral hemorrhage. the Gene Expression Omnibus database under accession number GSE24265, which includes 11 brain samples from Introduction different regions, including four samples from PH areas, four from contralateral grey matter (CG) and three from contra- Spontaneous intracerebral hemorrhage (ICH) involves the lateral white matter (CW). The gene expression profiles were extravasation of blood within the brain parenchyma in the pre-processed and the differentially expressed genes (DEGs) absence of trauma or surgery, accounting for 10-30% of all between PH and CG tissue, and PH and CW tissue were identi- strokes worldwide (1). ICH is a complex, dynamic process fied using R packages. The expression of genes in different that consists of three distinct phases (2): i) Initial hemorrhage, tissues was analyzed by hierarchical clustering.