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Research ArticleNew Research, Disorders of the Nervous System

High-Content Genome-Wide RNAi Screen Reveals CCR3 as a Key Mediator of Neuronal Cell Death

Jianmin Zhang, Huaishan Wang, Omar Sherbini, Emily Ling-lin Pai, Sung-Ung Kang, Ji-Sun Kwon, Jia Yang, Wei He, Hong Wang, Stephen M. Eacker, Zhikai Chi, Xiaobo Mao, Jinchong Xu, Haisong Jiang, Shaida A. Andrabi, Ted M. Dawson and Valina L. Dawson
eNeuro 7 October 2016, 3 (5) ENEURO.0185-16.2016; DOI: https://doi.org/10.1523/ENEURO.0185-16.2016
Jianmin Zhang
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
3Department of Immunology, Neuroscience Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and School of Basic Medicine, Peking Union Medical College, State Key Laboratory of Medical Molecular Biology, Beijing, 100005, China
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Huaishan Wang
3Department of Immunology, Neuroscience Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and School of Basic Medicine, Peking Union Medical College, State Key Laboratory of Medical Molecular Biology, Beijing, 100005, China
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Omar Sherbini
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Emily Ling-lin Pai
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Sung-Ung Kang
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Ji-Sun Kwon
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Jia Yang
3Department of Immunology, Neuroscience Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and School of Basic Medicine, Peking Union Medical College, State Key Laboratory of Medical Molecular Biology, Beijing, 100005, China
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Wei He
3Department of Immunology, Neuroscience Center, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and School of Basic Medicine, Peking Union Medical College, State Key Laboratory of Medical Molecular Biology, Beijing, 100005, China
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Hong Wang
4Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Stephen M. Eacker
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Zhikai Chi
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Xiaobo Mao
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Jinchong Xu
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Haisong Jiang
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Shaida A. Andrabi
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Ted M. Dawson
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
4Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205
6Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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Valina L. Dawson
1Neuroregeneration Program, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, MD 21205
2Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
4Solomon H. Snyder Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD 21205
5Department of Physiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205
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  • Figure 1.
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    Figure 1.

    siRNA screening for genes required for DNA damage–induced neural cell death. A, Schematic diagram of lentiviral siRNA library screening. B, Fragments of siRNA inserts were amplified from lentivirus-infected, MNNG-treated surviving neural stem cells and reference control cells (lentivirus infection but no MNNG treatment) by two rounds PCR. C, Scatterplot analysis of siRNA inserts enriched in neural stem cells treated by MNNG.

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    Figure 2.

    Validation of the siRNA library screening. A, Seventeen genes were randomly selected from the 80 identified in the screen, and expression was knocked down in primary cultured cortical neurons (7 days in vitro) by lentiviral siRNAs for the 17 genes. B, Representative images of neurons treated with lethal OGD (90 min) and stained with Hoechst 33342 and propidium iodide (PI). Dead neurons were scored as red cells with condensed or fragmented nuclei. Non-virus-infected neurons were used as viral control, and neurons infected with lentiviral siRNA for DsRed were used as siRNA control. Scale bar =100 µm. C, Quantification of cell death in B. Experiments were performed three times, and data represent the mean ± SEM. Statistical significance from DsRed siRNA control indicated at *p < 0.05; differences between multiple groups were evaluated by one-way ANOVA followed by the Tukey–Kramer post hoc test.

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    Figure 3.

    GSEA of identified genes required for neural cell death. The expression data are ranked in the order of differential expression. A, Forty-seven core enrichment factors from the siRNA library screen for DNA damage–induced cell death genes classified by GSEA analysis. B, Five individual plots (p-value <0.05) of the running sum for the gene sets in the ranked gene list. C, Subcellular localization was categorized using the top 80 genes from the siRNA library screen. Genes with no annotations were excluded from the analysis.

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    Figure 4.

    Network analysis of identified genes required for DNA damage–induced neural cell death. Screen results for 80 genes from siRNA library screen and 20 evidence-based predicted genes were mapped onto the network, and highly interconnected clusters containing factors identified from the siRNA library screens were isolated, representing the programmed cell death clusters important for DNA damage–induced neural cell death. A network was initially constructed by Cytoscape v3.3.0 software with GeneMANIA plugin using limited database search for predicted and literature (evidence)-based coexpressed genes. The network was then visually rearranged with combination of GO term results [cellular components (CC) molecular functions (MF), and pathways] from the Database for Annotation, Visualization, and Integrated Discovery and GSEA.

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    Figure 5.

    CCR3 deletion or inhibition protects neurons against OGD-induced excitotoxicity. A, Primary cultured cortical neurons were isolated from CCR3 KO and WT embryos at embryonic day 15. Neurons (14 days in vitro) were pretreated with or without CCR3 inhibitor SB328437 at the indicated dose before being subjected to OGD treatment for 90 min. Twenty-four hours after OGD, neurons were stained with Hoechst 33342 and propidium iodide (PI). Dead neurons were scored as red cells with condensed or fragmented nuclei. Scale bar =100 µm. B, Quantification of cell death in different treatments. Experiments were performed at least three times. Data represent the mean ± SEM. * p<0.05, one-way ANOVA with Tukey–Kramer test.

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    Figure 6.

    CCR3 deficiency protects against neuronal injury after stroke. A, Laser-Doppler flux measured over the lateral parietal cortex in the core of the ischemic region in CCR3 KO (n = 13) and WT (n = 9) mice. Values are means ± SEM, expressed as a percentage of pre-ischemic baseline values. B, Representative images of 2,3,5-triphenyltetrazolium chloride (TTC) staining of brain slices from CCR3 KO mice and WT littermate controls subjected to 60 min of MCAO. C, Quantification of infarct volumes in the cortex, hippocampus, and whole hemisphere after 60 min of MCAO in CCR3 KO mice and WT mice. Data are expressed as a percentage of the entire ischemic hemisphere and are the means ± SEM. *p < 0.05 from WT by Student’s t test. D, Quantification of infarct volumes among the five coronal levels (level 1 is most anterior) after 60 min of MCAO in CCR3 KO and WT mice. Data represent the mean ± SEM. *p < 0.05 and **p < 0.01 from WT by ANOVA with Tukey–Kramer post hoc test. E, Spontaneous neurobehavioral activity after MCAO was assessed on a scale of 0–4 (0, no neurological deficit; 4, severe neurological deficit) by the criteria described in Methods. Data represent the mean ± SEM, *p < 0.05 from WT by one-way ANOVA with Tukey–Kramer post hoc test.

Tables

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    Table 1.

    Identified genes required for DNA damage–induced neural cell death

    Category and gene symbolFull gene nameGenBank accession no.ControlMNNGLog2 ratio
    Cell death
        DeddDeath effector domain-containingAK00681493798423.39
        Eif2ak2Eukaryotic translation initiation factor 2 alpha kinase 2BE9111443787911.35
        FaslFas ligand (TNF superfamily, member 6)NM_01017730433953.48
        Trim39Tripartite motif-containing 39NM_02446848045113.23
        CCR3Chemokine (C-C motif) receptor 3NM_00991477044742.54
        NME1Non-metastatic cells 1, protein (NM23A) expressed inAV1566409417104.19
        GAS6Growth arrest-specific 6NM_0195214779310.93
        VAMP3Vesicle-associated membrane protein 3BE99414457870373.61
        NCOA1Nuclear receptor coactivator 1BE996469124297872.98
        IFI202BInterferon activated gene 202BAV22914334312,0475.13
        STAT3Signal transducer and activator of transcription 3AK00408390751562.51
        ABCE1ATP-binding cassette, sub-family E, member 1BG06330334424802.85
        CAPN2Calpain 2, (m/II) large subunitNM_009794162513,9813.10
        Map3k12Mitogen activated protein kinase kinase kinase 12BB370469110699.92
    Signal transduction
        Sgsm1Small G protein signaling modulator 1AK0107561150378.84
        Grm7Glutamate receptor, metabotropic 7BB5394042147237.81
        V1ra5Vomeronasal 1 receptor, A5NM_05322022535423.98
        Tbc1d8bTBC1 domain family, member 8BAK014817184111,7842.68
        Fgf23Fibroblast growth factor 23AF263536134414,0773.39
    Regulation of transcription
        Pcgf6Polycomb group ring finger 6BC01619510016504.04
        Bnc1Basonuclin 1U8806420027083.76
        Zbtb46Zinc finger and BTB domain containing 46AK0167009112203.74
        Med30Mediator complex subunit 30NM_02721231218182.54
        E2f5E2F transcription factor 5BC00322024325473.39
        Myt1Myelin transcription factor 1NM_00866566162873.25
        1300003B13RikRIKEN cDNA 1300003B13 geneAK00487016114273.15
        Snap91Synaptosomal-associated protein 91BG0681321209211.3
        Ccnl1Cyclin L1BB5435561234711.2
    Protein kinase activity
        Stk25Serine/threonine kinase 25 (yeast; Stk25)BG0689511149910.55
        Gucy2eGuanylate cyclase 2eNM_008192121111,5633.26
        Tcp10cT-complex protein-10 completeAV25729278449042.65
        Stk22aSerine/threonine kinase 22ANM_0094351196610.94
    Oxidoreductase activity
        Mosc2MOCO sulfurase C-terminal domain containing 2NM_1336841152838.91
        Cyp2c65Cytochrome P450, family 2, subfamily c, polypeptide 65AK00868828348014.08
    Hydrolase activity
        Fbp2Fructose bisphosphatase 2NM_0079943535110.80
        Pgam5Phosphoglycerate mutase family member 5BC021317415338.58
        Orc4lOrigin recognition complex, subunit 4-likeBB6207042718776.12
        Mtm1X-linked myotubular myopathy gene 1NM_019926139513,9123.32
    Ubiquitin-protein ligase activity
        March1Membrane-associated ring finger (C3HC4) 1AK0135821491512.26
    Transporter
        Ubl7Ubiquitin-like 7 (bone marrow stromal cell-derived)BC0164561115137.1
        Sec15l1SEC15-like 1 (S. cerevisiae)BC02685947128552.6
        Clic5Chloride intracellular channel 5BB0285012518056.17
        Slc8a1Solute carrier family 8, member 1BM12350854868503.64
        Clcc1Chloride channel CLIC-like 1BC00324716413913.08
    Protein complex
        Mrpl17Mitochondrial ribosomal protein L17BB343967112,98313.66
        Sfrs8Splicing factor, arginine/serine-rich 8BE6888161323967.53
        Clptm1Cleft lip and palate associated transmembrane protein 1NM_01964913738214.8
    Metabolism
        Tssk1Testis-specific serine kinase 1NM_0094351196610.94
        Ndufb2NADH dehydrogenase (ubiquinone) 1 beta subcomplex, 2NM_0266121924,34310.32
        SpoplSpeckle-type POZ protein-likeBM11670343611,4194.71
        Mat2aMethionine adenosyltransferase II, alphaBB488978152199542.71
    Unknown
        TollipToll interacting proteinBB4003041013767.10
        Zmynd19Zinc finger, MYND domain containing 19NM_02602121720203.22
        ZNF706Zinc finger protein 706AA16574918473855.33
        Clec14aC-type lectin domain family 14, member aNM_0258099813013.73
        DexiDexamethasone-induced transcriptNM_021428657409.9
        Rg9mtd2RNA (guanine-9-) methyltransferase domain containing 2BG0635573044647.22
        Rutbc2RUN and TBC1 domain containing 2AK0107561150378.84
        4833422M21RIKRIKEN cDNA 4833422M21 geneAK0147523610174.82
        4930455J16RIkRIKEN cDNA 4930455J16 geneAK0154704354556.99
        A630057N01RIKRIKEN cDNA A630057N01 geneBB22439788163392.85
        AFTPHAftiphilinBG0716811213236.78
        ANKRD13CAnkyrin repeat domain 13CAV1047074317605.36
        AU021889Expressed sequence AU021889BG068079518468.53
        C2ORF77Chromosome 2 open reading frame 77BE2824242116,8789.65
        D14Abb1eDNA segment, chromosome 14, Abbott 1 expressedBM2099085815374.73
        COMMD8COMM domain containing 8AV365904268716,1022.58
        DLX1ASDistal-less homeobox 1, antisenseAI32535016817553.38
        FAM19A1Family with sequence similarity 19, member A1AW1215498475806.50
        Thrap6Thyroid hormone receptor associated protein 6NM_02721231218182.54
        MSL1Male-specific lethal 1 homologAW495537811,95010.54
        MTG1Mitochondrial GTPase 1 homolog (S. cerevisiae)BC0273062343867.58
        Nalp9bNACHT, LRR and PYD containing protein 9bBG068754611477.58
        Surf6Surfeit gene 6NM_00929830319642.70
        TMEM203Transmembrane protein 203BC0226061048378.92
        TSPYL3TSPY-like 3 (pseudogene)BB30853238429082.92
        Btbd4BTB (POZ) domain containing 4AK0167009112203.74
        Tssc1Tumor suppressing subtransferable candidate 1BB08263416520323.62
        Pax6os1Pax6 opposite strand transcript 1BB255007510087.66
        Ttc21bTetratricopeptide repeat domain 21BAW55440135012,1195.11
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High-Content Genome-Wide RNAi Screen Reveals CCR3 as a Key Mediator of Neuronal Cell Death
Jianmin Zhang, Huaishan Wang, Omar Sherbini, Emily Ling-lin Pai, Sung-Ung Kang, Ji-Sun Kwon, Jia Yang, Wei He, Hong Wang, Stephen M. Eacker, Zhikai Chi, Xiaobo Mao, Jinchong Xu, Haisong Jiang, Shaida A. Andrabi, Ted M. Dawson, Valina L. Dawson
eNeuro 7 October 2016, 3 (5) ENEURO.0185-16.2016; DOI: 10.1523/ENEURO.0185-16.2016

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High-Content Genome-Wide RNAi Screen Reveals CCR3 as a Key Mediator of Neuronal Cell Death
Jianmin Zhang, Huaishan Wang, Omar Sherbini, Emily Ling-lin Pai, Sung-Ung Kang, Ji-Sun Kwon, Jia Yang, Wei He, Hong Wang, Stephen M. Eacker, Zhikai Chi, Xiaobo Mao, Jinchong Xu, Haisong Jiang, Shaida A. Andrabi, Ted M. Dawson, Valina L. Dawson
eNeuro 7 October 2016, 3 (5) ENEURO.0185-16.2016; DOI: 10.1523/ENEURO.0185-16.2016
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Keywords

  • excitotoxicity
  • ischemia
  • library screen
  • stroke

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