Full Text (PDF)

Total Page:16

File Type:pdf, Size:1020Kb

Full Text (PDF) Published OnlineFirst September 18, 2018; DOI: 10.1158/2159-8290.CD-17-0987 RESEARCH ARTICLE Intertumoral Heterogeneity in SCLC Is Influenced by the Cell Type of Origin Dian Yang1,2,3, Sarah K. Denny2,4, Peyton G. Greenside5, Andrea C. Chaikovsky1,2,3, Jennifer J. Brady2, Youcef Ouadah1,6, Jeffrey M. Granja2,4, Nadine S. Jahchan2,3, Jing Shan Lim1,2,3, Shirley Kwok7, Christina S. Kong7, Anna S. Berghoff8,9,10, Anna Schmitt11, H. Christian Reinhardt11,12,13, Kwon-Sik Park14, Matthias Preusser9,10, Anshul Kundaje2,15, William J. Greenleaf2, Julien Sage1,2,3, and Monte M. Winslow1,2,7 Downloaded from cancerdiscovery.aacrjournals.org on September 27, 2021. © 2018 American Association for Cancer Research. Published OnlineFirst September 18, 2018; DOI: 10.1158/2159-8290.CD-17-0987 ABSTRACT The extent to which early events shape tumor evolution is largely uncharacterized, even though a better understanding of these early events may help identify key vul- nerabilities in advanced tumors. Here, using genetically defi ned mouse models of small cell lung cancer (SCLC), we uncovered distinct metastatic programs attributable to the cell type of origin. In one model, tumors gain metastatic ability through amplifi cation of the transcription factor NFIB and a widespread increase in chromatin accessibility, whereas in the other model, tumors become metastatic in the absence of NFIB-driven chromatin alterations. Gene-expression and chromatin accessibility analyses identify distinct mechanisms as well as markers predictive of metastatic progression in both groups. Underlying the difference between the two programs was the cell type of origin of the tumors, with NFIB- independent metastases arising from mature neuroendocrine cells. Our fi ndings underscore the impor- tance of the identity of cell type of origin in infl uencing tumor evolution and metastatic mechanisms. SIGNIFICANCE : We show that SCLC can arise from different cell types of origin, which profoundly infl u- ences the eventual genetic and epigenetic changes that enable metastatic progression. Understanding intertumoral heterogeneity in SCLC, and across cancer types, may illuminate mechanisms of tumor progression and uncover how the cell type of origin affects tumor evolution. Cancer Discov; 8(10); 1316–31. ©2018 AACR. See related commentary by Pozo et al., p. 1216. INTRODUCTION to acquire metastatic ability early in the course of tumor progres- sion, but emerging evidence suggests that this metastatic ability Most patients with cancer die from metastatic disease; how- is not inherent. Rather, genetic events such as upregulation of ever, many key aspects of metastatic progression remain poorly CXCR4 and NEUROD1 and/or amplifi cation ofNFIB are critical understood. In particular, the nature of the changes that drive for SCLC invasion and metastasis in at least a subset of patients metastasis and the potential impact of early events in tumori- ( 5–9 ). Recent data from genetically engineered mouse models genesis upon the direction of this evolution are largely unex- and human tumors have uncovered multiple levels of hetero- plored. A better understanding of these mechanisms could geneity in SCLC; however, how this heterogeneity pertains to help diagnose and treat patients more effectively ( 1, 2 ). metastatic progression is largely unexplored ( 10–19 ). Small cell lung cancer (SCLC) is one of the most metastatic SCLC is a neuroendocrine cancer; thus, it made sense when and lethal of all major cancer types ( 3, 4 ). SCLC is thought deletion of the key SCLC tumor suppressor genes Rb1 and Trp53 in pulmonary neuroendocrine cells uncovered these cells as one cell type of origin for SCLC in mouse models (refs. 1 Cancer Biology Program, Stanford University, Stanford, California. 2 Depart- ment of Genetics, Stanford University, Stanford, California . 3 Department of 20–22 ; reviewed in ref 4 ). Interestingly, although pulmonary Pediatrics, Stanford University, Stanford, California. 4 Biophysics Program, neuroendocrine cells are quite rare, induction of these same Stanford University, Stanford, California. 5 Program in Biomedical Informat- genetic alterations in the much more prevalent lung epithelial 6 ics, Stanford University, Stanford, California. Department of Biochemis- cell types expressing either Scgb1a1 (coding for CC10, a marker try, Stanford University, Stanford, California. 7 Department of Pathology, Stanford University, Stanford, California. 8 Institute of Neurology, Medical of club cells ) or Sftpc (coding for SPC, a marker of alveolar type II University of Vienna, Vienna, Austria. 9 Department of Medicine I, Medical cells) demonstrated that these cells have very little, if any, ability University of Vienna, Vienna, Austria. 10 Comprehensive Cancer Center CNS to serve as the cell of origin of SCLC ( 20, 21 ). Nonetheless, the Tumors Unit, Medical University of Vienna, Vienna, Austria. 11 Department lung epithelium contains many diverse cell types ( 23–25 ), and of Internal Medicine I, University Hospital of Cologne, Cologne, Germany. whether SCLC can be initiated from other cell types is unknown. 12 Cologne Excellence Cluster on Cellular Stress Response in Aging- Associated Diseases, University of Cologne, Cologne, Germany. 13 Center Here, through detailed molecular characterization of pri- for Molecular Medicine Cologne, University of Cologne, Cologne, Germany. mary tumors and metastases, we identify two discrete paths 14 Department of Microbiology, Immunology, and Cancer Biology, University by which SCLC gains metastatic ability. Our data indicate 15 of Virginia School of Medicine, Charlottesville, Virginia. Department of that the same genomic alterations in different cell types give Computer Science, Stanford University, Stanford, California. rise to distinct subtypes of SCLC, and that the founding cell Note: Supplementary data for this article are available at Cancer Discovery type of origin can defi ne the trajectory of tumor progression. Online (http://cancerdiscovery.aacrjournals.org/). Corresponding Authors: Monte M. Winslow, Stanford University School of Medicine, 279 Campus Drive, Beckman Center B256 , Stanford, CA 94305. RESULTS Phone: 650-725-8696; Fax: 650 - 725 - 1534 ; E-mail: mwinslow@stanford. Mouse SCLC Initiated from Adult Neuroendocrine edu ; and Julien Sage, Stanford University School of Medicine, Mail code 5149, 265 Campus Drive, SIM1, Stanford, CA 94305. Phone: 650-724- Cells Gains Metastatic Ability without 9246; E-mail: [email protected] Upregulation of NFIB doi: 10.1158/2159-8290.CD-17-0987 To study the mechanisms underlying SCLC metastasis, we ini- © 2018 American Association for Cancer Research. tially used the well-characterized Rb1 fl o x / fl ox ;Trp53 fl o x / fl ox ; p130 fl o x / fl ox ; OCTOber 2018 CANCER DISCOVERY | 1317 Downloaded from cancerdiscovery.aacrjournals.org on September 27, 2021. © 2018 American Association for Cancer Research. Published OnlineFirst September 18, 2018; DOI: 10.1158/2159-8290.CD-17-0987 RESEARCH ARTICLE Yang et al. A B Adeno Adeno CMV-Cre “CMV TKO” CGRP-Cre “CGRP TKO” Rb1flox/flox;Trp53 flox/flox;p130 flox/flox;R26 mTmG Rb1flox/flox;Trp53 flox/flox;p130 flox/flox;R26 mTmG C CMV-Cre D CGRP-Cre Primary tumor Liver metastasis Primary tumor Liver metastasis H&E H&E NFIB NFIB E F Score = 0 Score = 1 G 100 100 NFIB NFIB High score Medium 75 Low/neg 3 2 50 50 1 Score = 2 Score = 3 0 Percentage Percentage 25 human 0 SCLC NFIB 0 metastases Human SCLC metastases CMV-Cre CMV-Cre CGRP-Cre CGRP-Cre Primary Liver tumors met Figure 1. SCLC initiated from pulmonary neuroendocrine cells metastasizes without upregulating NFIB. A and B, Mouse models of SCLC. Rb1flox/flox; Trp53flox/flox;p130flox/flox;R26mTmG (TKO;mTmG) mice were transduced with either Adeno-CMV-Cre (“CMV TKO”) or Adeno-CGRP-Cre (“CGRP TKO”) to initiate SCLC. C and D, Representative hematoxylin and eosin (H&E) images of SCLC tumors from CMV TKO and CGRP TKO mice. Immunostaining for NFIB on pri- mary tumors and metastases is shown. Scale bars, 100 μm. E, Quantification of NFIB expression in primary tumors and liver metastases (met) from CMV TKO and CGRP TKO mice. F, Representative immunostaining for NFIB on human SCLC brain metastases. Expression score for NFIB is indicated. Scale bars, 100 μm. G, Quantification of NFIB expression in human SCLC metastases (including lymph node and brain metastases,N = 43). CGRP, calcitonin gene-related peptide. R26mTmG (TKO;mTmG) mouse model, in which we initiated Fig. 1A and B). These “CGRP TKO” mice developed many tumors via intratracheal delivery of an adenoviral vector fewer SCLCs than CMV TKO mice even when transduced with expressing Cre recombinase under the control of the broadly a 10- to 20-fold higher titer of Ad-CGRP-Cre (Supplementary expressed CMV promoter (Ad-CMV-Cre; refs. 7, 26). Thus, Fig. S1A). Nonetheless, both CMV TKO and CGRP TKO in this model, Trp53, Rb1, and p130 are inactivated in many mice developed SCLC and widespread metastatic disease with different cell types in the lung. We initially uncovered that in metastasis to multiple organs, including the lymph nodes this “CMV TKO” model, amplification of theNfib genomic and liver, 6 to 9 months after tumor initiation (Fig. 1A and D; locus and high expression of the NFIB transcription factor Supplementary Fig. S1B–S1H). Previous studies showed that in primary tumors is an important step during metastatic Ad-CMV-Cre and Ad-CGRP-Cre each can also initiate meta- progression (7). To further investigate SCLC metastatic pro- static SCLC in Rb1flox/flox;Trp53flox/flox mice, but again, 15-fold gression in a model in which the tumors arise from a defined more Ad-CGRP-Cre was used to initiate tumors (21, 28). cell type, we subsequently initiated tumors in TKO;mTmG mice As part of our characterization of primary tumors and with Ad-CGRP-Cre, which specifically directs Cre expression to metastases in CMV TKO and CGRP TKO mice, we performed mature, CGRP-expressing neuroendocrine cells (refs. 21, 22, 27; immunostaining for the prometastatic transcription factor 1318 | CANCER DISCOVERY OCTOBER 2018 www.aacrjournals.org Downloaded from cancerdiscovery.aacrjournals.org on September 27, 2021. © 2018 American Association for Cancer Research.
Recommended publications
  • Systems-Epigenomics Inference of Transcription Factor Activity
    Chen et al. Genome Biology (2017) 18:236 DOI 10.1186/s13059-017-1366-0 RESEARCH Open Access Systems-epigenomics inference of transcription factor activity implicates aryl- hydrocarbon-receptor inactivation as a key event in lung cancer development Yuting Chen1†, Martin Widschwendter2 and Andrew E. Teschendorff1,2,3*† Abstract Background: Diverse molecular alterations associated with smoking in normal and precursor lung cancer cells have been reported, yet their role in lung cancer etiology remains unclear. A prominent example is hypomethylation of the aryl hydrocarbon-receptor repressor (AHRR) locus, which is observed in blood and squamous epithelial cells of smokers, but not in lung cancer. Results: Using a novel systems-epigenomics algorithm, called SEPIRA, which leverages the power of a large RNA- sequencing expression compendium to infer regulatory activity from messenger RNA expression or DNA methylation (DNAm) profiles, we infer the landscape of binding activity of lung-specific transcription factors (TFs) in lung carcinogenesis. We show that lung-specific TFs become preferentially inactivated in lung cancer and precursor lung cancer lesions and further demonstrate that these results can be derived using only DNAm data. We identify subsets of TFs which become inactivated in precursor cells. Among these regulatory factors, we identify AHR, the aryl hydrocarbon-receptor which controls a healthy immune response in the lung epithelium and whose repressor, AHRR, has recently been implicated in smoking-mediated lung cancer. In addition, we identify FOXJ1, a TF which promotes growth of airway cilia and effective clearance of the lung airway epithelium from carcinogens. Conclusions: We identify TFs, such as AHR, which become inactivated in the earliest stages of lung cancer and which, unlike AHRR hypomethylation, are also inactivated in lung cancer itself.
    [Show full text]
  • Downloaded from USCS Tables (
    bioRxiv preprint doi: https://doi.org/10.1101/318329; this version posted February 4, 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-NC-ND 4.0 International license. The selection arena in early human blastocysts resolves the pluripotent inner cell mass Manvendra Singh1, Thomas J. Widmann2, Vikas Bansal7, Jose L. Cortes2, Gerald G. Schumann3, Stephanie Wunderlich4, Ulrich Martin4, Marta Garcia-Canadas2, Jose L. Garcia- Perez2,5*, Laurence D. Hurst6*#, Zsuzsanna Izsvák1* 1 Max-Delbrück-Center for Molecular Medicine in the Helmholtz Society, Robert-Rössle- Strasse 10, 13125 Berlin, Germany. 2 GENYO. Centre for Genomics and Oncological Research: Pfizer/University of Granada/Andalusian Regional Government, PTS Granada, 18016 Granada, Spain. 3 Paul-Ehrlich-Institute, Division of Medical Biotechnology, Paul-Ehrlich-Strasse 51-59, 63225 Langen, Germany. 4Center for Regenerative Medicine Hannover Medical School (MHH) Carl-Neuberg-Str.1, Building J11, D-30625 Hannover, Germany 5Institute of Genetics and Molecular Medicine (IGMM), University of Edinburgh, Crewe Road, Edinburgh EH4 2XU, United Kingdom 6 The Milner Centre for Evolution, Department of Biology and Biochemistry, University of Bath, Bath, Somerset, UK, BA2 7AY. 7 Institute of Medical Systems Biology, Center for Molecular Neurobiology (ZMNH), University Medical Center Hamburg-Eppendorf (UKE), 20246, Hamburg, Germany. *Corresponding authors *Zsuzsanna Izsvák Max Delbrück Center for Molecular Medicine Robert Rössle Strasse 10, 13092 Berlin, Germany Telefon: +49 030-9406-3510 Fax: +49 030-9406-2547 email: [email protected] http://www.mdcberlin.de/en/research/research_teams/mobile_dna/index.html and *Laurence D.
    [Show full text]
  • Detailed Characterization of Human Induced Pluripotent Stem Cells Manufactured for Therapeutic Applications
    Stem Cell Rev and Rep DOI 10.1007/s12015-016-9662-8 Detailed Characterization of Human Induced Pluripotent Stem Cells Manufactured for Therapeutic Applications Behnam Ahmadian Baghbaderani 1 & Adhikarla Syama2 & Renuka Sivapatham3 & Ying Pei4 & Odity Mukherjee2 & Thomas Fellner1 & Xianmin Zeng3,4 & Mahendra S. Rao5,6 # The Author(s) 2016. This article is published with open access at Springerlink.com Abstract We have recently described manufacturing of hu- help determine which set of tests will be most useful in mon- man induced pluripotent stem cells (iPSC) master cell banks itoring the cells and establishing criteria for discarding a line. (MCB) generated by a clinically compliant process using cord blood as a starting material (Baghbaderani et al. in Stem Cell Keywords Induced pluripotent stem cells . Embryonic stem Reports, 5(4), 647–659, 2015). In this manuscript, we de- cells . Manufacturing . cGMP . Consent . Markers scribe the detailed characterization of the two iPSC clones generated using this process, including whole genome se- quencing (WGS), microarray, and comparative genomic hy- Introduction bridization (aCGH) single nucleotide polymorphism (SNP) analysis. We compare their profiles with a proposed calibra- Induced pluripotent stem cells (iPSCs) are akin to embryonic tion material and with a reporter subclone and lines made by a stem cells (ESC) [2] in their developmental potential, but dif- similar process from different donors. We believe that iPSCs fer from ESC in the starting cell used and the requirement of a are likely to be used to make multiple clinical products. We set of proteins to induce pluripotency [3]. Although function- further believe that the lines used as input material will be used ally identical, iPSCs may differ from ESC in subtle ways, at different sites and, given their immortal status, will be used including in their epigenetic profile, exposure to the environ- for many years or even decades.
    [Show full text]
  • WO 2012/174282 A2 20 December 2012 (20.12.2012) P O P C T
    (12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization International Bureau (10) International Publication Number (43) International Publication Date WO 2012/174282 A2 20 December 2012 (20.12.2012) P O P C T (51) International Patent Classification: David [US/US]; 13539 N . 95th Way, Scottsdale, AZ C12Q 1/68 (2006.01) 85260 (US). (21) International Application Number: (74) Agent: AKHAVAN, Ramin; Caris Science, Inc., 6655 N . PCT/US20 12/0425 19 Macarthur Blvd., Irving, TX 75039 (US). (22) International Filing Date: (81) Designated States (unless otherwise indicated, for every 14 June 2012 (14.06.2012) kind of national protection available): AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BR, BW, BY, BZ, English (25) Filing Language: CA, CH, CL, CN, CO, CR, CU, CZ, DE, DK, DM, DO, Publication Language: English DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IS, JP, KE, KG, KM, KN, KP, KR, (30) Priority Data: KZ, LA, LC, LK, LR, LS, LT, LU, LY, MA, MD, ME, 61/497,895 16 June 201 1 (16.06.201 1) US MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, 61/499,138 20 June 201 1 (20.06.201 1) US OM, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SC, SD, 61/501,680 27 June 201 1 (27.06.201 1) u s SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, 61/506,019 8 July 201 1(08.07.201 1) u s TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW.
    [Show full text]
  • Nazal Polipli Hastalarda Scgb1c1 (Lıgand-Bındıng Proteın Ryd5)
    NAZAL POLİPLİ HASTALARDA SCGB1C1 (LIGAND-BINDING PROTEIN RYD5) GENİNDEKİ MOLEKÜLER PATOLOJİLERİN ARAŞTIRILMASI INVESTIGATION OF MOLECULAR PATHOLOGIES IN SCGB1C1 (LIGAND-BINDING PROTEIN RYD5) GENE IN PATIENTS WITH NASAL POLYPOSIS SİBEL UNURLU ÖZDAŞ PROF.DR. AFİFE İZBIRAK Tez Danışmanı Hacettepe Üniversitesi Lisansüstü Eğitim – Öğretim ve Sınav Yönetmeliğinin Fen Bilimleri Enstitüsü, Biyoloji Anabilim Dalı İçin Öngördüğü DOKTORA TEZİ olarak hazırlanmıştır 2013 NAZAL POLİPLİ HASTALARDA SCGB1C1 (LIGAND-BINDING PROTEIN RYD5) GENİNDEKİ MOLEKÜLER PATOLOJİLERİN ARAŞTIRILMASI INVESTIGATION OF MOLECULAR PATHOLOGIES IN SCGB1C1 (LIGAND-BINDING PROTEIN RYD5) GENE IN PATIENTS WITH NASAL POLYPOSIS SİBEL UNURLU ÖZDAŞ PROF.DR. AFİFE İZBIRAK Tez Danışmanı Hacettepe Üniversitesi Lisansüstü Eğitim – Öğretim ve Sınav Yönetmeliğinin Fen Bilimleri Enstitüsü, Biyoloji Anabilim Dalı İçin Öngördüğü DOKTORA TEZİ olarak hazırlanmıştır 2013 Sibel UNURLU ÖZDAŞ’ın hazırladığı “Nazal Polipli Hastalarda SCGB1C1 (Ligand-Binding Protein RYD5) Genindeki Moleküler Patolojilerin Araştırılması” adlı bu çalışma aşağıdaki jüri tarafından BİYOLOJİ ANABİLİM DALI'nda DOKTORA TEZİ olarak kabul edilmiştir. Başkan (Prof. Dr., Erol AKSÖZ) …………………………….. Danışman (Prof. Dr., Afife İZBIRAK) …………………………….. Üye (Prof. Dr. Hatice MERGEN) …………………………….. Üye (Doç. Dr., Rıza Köksal ÖZGÜL) …………………………….. Üye (Doç. Dr., Selim Sermed ERBEK) …………………………….. Bu tez Hacettepe Üniversitesi Fen Bilimleri Enstitüsü tarafından DOKTORA TEZİ olarak onaylanmıştır. Prof. Dr., Fatma Sevin DÜZ Fen Bilimleri Enstitüsü
    [Show full text]
  • Number 1 January 2016 Atlas of Genetics and Cytogenetics in Oncology and Haematology
    Volume 1 - Number 1 May - September 1997 Volume 20 - Number 1 January 2016 Atlas of Genetics and Cytogenetics in Oncology and Haematology OPEN ACCESS JOURNAL INIST-CNRS Scope The Atlas of Genetics and Cytogenetics in Oncology and Haematologyis a peer reviewed on-line journal in open access, devoted to genes, cytogenetics, and clinical entities in cancer, and cancer-prone diseases. It is made for and by: clinicians and researchers in cytogenetics, molecular biology, oncology, haematology, and pathology. One main scope of the Atlas is to conjugate the scientific information provided by cytogenetics/molecular genetics to the clinical setting (diagnostics, prognostics and therapeutic design), another is to provide an encyclopedic knowledge in cancer genetics. The Atlas deals with cancer research and genomics. It is at the crossroads of research, virtual medical university (university and post-university e-learning), and telemedicine. It contributes to "meta-medicine", this mediation, using information technology, between the increasing amount of knowledge and the individual, having to use the information. Towards a personalized medicine of cancer. It presents structured review articles ("cards") on: 1- Genes, 2- Leukemias, 3- Solid tumors, 4- Cancer-prone diseases, and also 5- "Deep insights": more traditional review articles on the above subjects and on surrounding topics. It also present 6- Case reports in hematology and 7- Educational items in the various related topics for students in Medicine and in Sciences. The Atlas of Genetics and Cytogenetics in Oncology and Haematology does not publish research articles. See also: http://documents.irevues.inist.fr/bitstream/handle/2042/56067/Scope.pdf Editorial correspondance Jean-Loup Huret, MD, PhD, Genetics, Department of Medical Information, University Hospital F-86021 Poitiers, France phone +33 5 49 44 45 46 [email protected] or [email protected] .
    [Show full text]
  • Signatures of Adaptive Evolution in Platyrrhine Primate Genomes 5 6 Hazel Byrne*, Timothy H
    1 2 Supplementary Materials for 3 4 Signatures of adaptive evolution in platyrrhine primate genomes 5 6 Hazel Byrne*, Timothy H. Webster, Sarah F. Brosnan, Patrícia Izar, Jessica W. Lynch 7 *Corresponding author. Email [email protected] 8 9 10 This PDF file includes: 11 Section 1: Extended methods & results: Robust capuchin reference genome 12 Section 2: Extended methods & results: Signatures of selection in platyrrhine genomes 13 Section 3: Extended results: Robust capuchins (Sapajus; H1) positive selection results 14 Section 4: Extended results: Gracile capuchins (Cebus; H2) positive selection results 15 Section 5: Extended results: Ancestral Cebinae (H3) positive selection results 16 Section 6: Extended results: Across-capuchins (H3a) positive selection results 17 Section 7: Extended results: Ancestral Cebidae (H4) positive selection results 18 Section 8: Extended results: Squirrel monkeys (Saimiri; H5) positive selection results 19 Figs. S1 to S3 20 Tables S1–S3, S5–S7, S10, and S23 21 References (94 to 172) 22 23 Other Supplementary Materials for this manuscript include the following: 24 Tables S4, S8, S9, S11–S22, and S24–S44 1 25 1) Extended methods & results: Robust capuchin reference genome 26 1.1 Genome assembly: versions and accessions 27 The version of the genome assembly used in this study, Sape_Mango_1.0, was uploaded to a 28 Zenodo repository (see data availability). An assembly (Sape_Mango_1.1) with minor 29 modifications including the removal of two short scaffolds and the addition of the mitochondrial 30 genome assembly was uploaded to NCBI under the accession JAGHVQ. The BioProject and 31 BioSample NCBI accessions for this project and sample (Mango) are PRJNA717806 and 32 SAMN18511585.
    [Show full text]
  • Proteomic and Transcriptomic Analysis of Lung Tissue in OVA-Challenged Mice
    Arch. Pharm. Res. Online ISSN 1976-3786 DOI 10.1007/s12272-017-0972-4 Print ISSN 0253-6269 RESEARCH ARTICLE Proteomic and transcriptomic analysis of lung tissue in OVA- challenged mice 1 1 1 1 Yongjin Lee • Yun-Ho Hwang • Kwang-Jin Kim • Ae-Kyung Park • 1 2 3 1 Man-Jeong Paik • Seong Hwan Kim • Su Ui Lee • Sung-Tae Yee • Young-Jin Son1 Received: 16 March 2017 / Accepted: 12 October 2017 Ó The Author(s) 2017. This article is an open access publication Abstract Asthma is a long term inflammatory disease of tissue of OVA challenged moue by RNA-seq. 146 genes the airway of lungs characterized by variable airflow were identified as significantly differentially expressed by obstruction and bronchospasm. Asthma is caused by a OVA treatment, and 118 genes of the 146 differentially complex combination of environmental and genetic inter- expressed genes were up-regulated and 28 genes were actions. In this study, we conducted proteomic analysis of downregulated. These genes were related to inflammation, samples derived from control and OVA challenged mice mucin production, and airway remodeling. The results for environmental respiratory disease by using 2-D gel presented herein enable diagnosis and the identification of electrophoresis. In addition, we explored the genes asso- quantitative markers to monitor the progression of envi- ciated with the environmental substances that cause respi- ronmental respiratory disease using proteomics and geno- ratory disease and conducted RNA-seq by next-generation mic approaches. sequencing. Proteomic analysis revealed 7 up-regulated (keratin KB40, CRP, HSP27, chaperonin containing TCP- Keywords Asthma Á Ovalbumin (OVA) Á Environmental 1, TCP-10, keratin, and albumin) and 3 down-regulated respiratory disease Á Proteomics Á RNA-seq proteins (PLC-a, PLA2, and precursor ApoA-1).
    [Show full text]
  • Novel Computational Analysis of Large Transcriptome Datasets Identifies
    www.nature.com/scientificreports OPEN Novel computational analysis of large transcriptome datasets identifes sets of genes distinguishing chronic obstructive pulmonary disease from healthy lung samples Fabienne K. Roessler1, Birke J. Benedikter2,3, Bernd Schmeck2,4,5,6 & Nadav Bar1* Chronic obstructive pulmonary disease (COPD) kills over three million people worldwide every year. Despite its high global impact, the knowledge about the underlying molecular mechanisms is still limited. In this study, we aimed to extend the available knowledge by identifying a small set of COPD-associated genes. We analysed diferent publicly available gene expression datasets containing whole lung tissue (WLT) and airway epithelium (AE) samples from over 400 human subjects for diferentially expressed genes (DEGs). We reduced the resulting sets of 436 and 663 DEGs using a novel computational approach that utilises a random depth-frst search to identify genes which improve the distinction between COPD patients and controls along the frst principle component of the data. Our method identifed small sets of 10 and 15 genes in the WLT and AE, respectively. These sets of genes signifcantly (p < 10 –20) distinguish COPD patients from controls with high fdelity. The fnal sets revealed novel genes like cysteine rich protein 1 (CRIP1) or secretoglobin family 3A member 2 (SCGB3A2) that may underlie fundamental molecular mechanisms of COPD in these tissues. Abbreviations COPD Chronic obstructive pulmonary disease WLT Whole lung tissue AE Airway epithelium SAE Small airway epithelium FS Former smoker CS Current smoker DEG Diferentially expressed gene PCA Principal component analysis PC1 Principal component 1 RDFS Random depth-frst search SD Standard deviation SEM Standard error of the mean 1Department of Chemical Engineering, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.
    [Show full text]
  • For Genes Stadtmans by LISA YUAN, NIDDK by LAURA STEPHENSON CARTER
    NATIONAL INSTITUTES OF HEALTH • OFFICE OF THE DIRECTOR | VOLUME 27 ISSUE 1 • JANUARY-FEBRUARY 2019 The Merry Band of Creating a “Spellchecker” for Genes Stadtmans BY LISA YUAN, NIDDK BY LAURA STEPHENSON CARTER Meet 15 more investigators who have become part of the Earl Stadtman Tenure-Track Investigator Program, which was launched in 2009 and named for the legendary biochemist who worked at NIH for 50 years. The program aims to recruit a diverse group of scientists with interests across the biomedical-research spectrum. Seven of the Stadtmans focus on cancer research and work in the National Cancer Institute. Two work in the National Heart, Lung, and Blood Institute ERNESTO DEL AGUILA III, NHGRI and both have dual appointments with other institutes. Another hails from the National Institute of Environmental Health Sciences in Research Triangle Park in North Carolina and holds a dual appointment with another institute. The other five Stadtmans each represent a different institute: National Institute CRISPR-Cas9 is a customizable tool that lets scientists cut and insert small pieces of DNA at precise areas along a DNA of Diabetes and Digestive and Kidney strand. Lothar Hennighausen’s team has led the way in describing the extent of unwanted molecular scarring that the Diseases; National Institute of Biomedical CRISPR-Cas9 technique can cause at target sites of mammalian genomes. Imaging and Bioengineering; National Eye Institute; National Institute on Imagine a pair of molecular scissors that could snip and tweak sections of Aging; and the Eunice Kennedy Shriver the genetic alphabet. Or tweezers that could pluck one letter and replace it with National Institute of Child Health and another.
    [Show full text]
  • Gene Section Review
    Atlas of Genetics and Cytogenetics in Oncology and Haematology OPEN ACCESS JOURNAL INIST-CNRS Gene Section Review SPINK1 (Serine Peptidase Inhibitor, Kazal Type 1) Hannu Koistinen, Outi Itkonen, Ulf-Hakan Stenman Department of Clinical Chemistry, University of Helsinki (HK,OI, UHS), Laboratory Division HUSLAB, Helsinki University Central Hospital (OI), Helsinki, Finland [email protected]; [email protected]; [email protected] Published in Atlas Database: December 2014 Online updated version : http://AtlasGeneticsOncology.org/Genes/SPINK1ID42375ch5q32.html Printable original version : http://documents.irevues.inist.fr/bitstream/handle/2042/62508/12-2014-SPINK1ID42375ch5q32.pdf DOI: 10.4267/2042/62503 This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 2.0 France Licence. © 2016 Atlas of Genetics and Cytogenetics in Oncology and Haematology Abstract single Kazal type serine protease inhibitor domain. Review on SPINK1, with data on DNA, on the Description protein encoded, and where the gene is implicated. Maps to chromosomal region 5q32: 147,204,131- Keywords: SPINK1 147,211,349 on reverse (minus) strand (7,219 bp). Gene consists of 4 exons (Horii et al., 1987). Region Identity between 3.8 and 4.0 kb upstream from the translation Other names: PSTI, TATI, SPIK initiation codon contains an interleukin-6 responsive HGNC (Hugo): SPINK1 element (IL6RE) and two potential AP-1 binding sites (Ohmachi et al., 1993; Yasuda et al., 1993). Location: 5q32 CAATCAATAAC sequence (-149 to -139) is a Location (base pair): location 147,204,131- potential pancreas-specific regulatory element 147,211,349 reverse (minus) strand (Human genome (Yasuda et al., 1998).
    [Show full text]
  • Cao Science 2020.Pdf
    RESEARCH ◥ CONCLUSION: The single-cell data resource RESEARCH ARTICLE SUMMARY presented here is notable for its scale, its fo- cus on human fetal development, the breadth HUMAN GENOMICS of tissues analyzed, and the parallel gener- ation of gene expression (this study) and chro- A human cell atlas of fetal gene expression matin accessibility data (Domcke et al.,this issue). We furthermore consolidate the tech- Junyue Cao, Diana R. O’Day, Hannah A. Pliner, Paul D. Kingsley, Mei Deng, Riza M. Daza, nical framework for individual laboratories to Michael A. Zager, Kimberly A. Aldinger, Ronnie Blecher-Gonen, Fan Zhang, Malte Spielmann, generate and analyze gene expression and James Palis, Dan Doherty, Frank J. Steemers, Ian A. Glass, Cole Trapnell*, Jay Shendure* chromatin accessibility data from millions of single cells. Looking forward, we envision that the somewhat narrow window of mid- INTRODUCTION: A reference atlas of human cell 72 to 129 days in estimated postconceptual age gestational human development studied here typesisamajorgoalforthefield.Here,weset and representing 15 organs, altogether profiling will be complemented by additional atlases out to generate single-cell atlases of both gene 4 million single cells. We developed and applied of earlier and later time points, as well as expression (this study) and chromatin acces- a framework for quantifying cell type specificity, similarly comprehensive profiling and inte- sibility (Domcke et al., this issue) using diverse identifying 657 cell subtypes, which we prelimi- gration of data from model organisms. The human tissues obtained during midgestation. narily annotated based on cross-matching to continued development and application of mouse cell atlases.
    [Show full text]