The frontline of immune response in peripheral blood

被引:16
作者
Song, Fuhai [1 ,2 ]
Qian, Ying [1 ,2 ]
Peng, Xing [1 ,2 ]
Li, Xiuhui [1 ,2 ]
Xing, Peiqi [1 ,2 ]
Ye, Dongqing [1 ]
Lei, Hongxing [1 ,2 ,3 ]
机构
[1] Chinese Acad Sci, Beijing Inst Genom, CAS Key Lab Genome Sci & Informat, Beijing, Peoples R China
[2] Univ Chinese Acad Sci, Cunji Med Sch, Beijing, Peoples R China
[3] Beijing Inst Brain Disorders, Ctr Alzheimers Dis, Beijing, Peoples R China
来源
PLOS ONE | 2017年 / 12卷 / 08期
关键词
RESISTANT PROSTATE-CANCER; GENE-EXPRESSION; PROGNOSTIC BIOMARKER; SIGNATURE; TRANSCRIPTOME; HAPTOGLOBIN; INFECTION; INDIVIDUALS; ASSOCIATION; METABOLISM;
D O I
10.1371/journal.pone.0182294
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Peripheral blood is an attractive source for the discovery of disease biomarkers. Gene expression profiling of whole blood or its components has been widely conducted for various diseases. However, due to population heterogeneity and the dynamic nature of gene expression, certain biomarkers discovered from blood transcriptome studies could not be replicated in independent studies. In the meantime, it's also important to know whether a reliable biomarker is shared by several diseases or specific to certain health conditions. We hypothesized that common mechanism of immune response in blood may be shared by different diseases. Under this hypothesis, we surveyed publicly available transcriptome data on infectious and autoimmune diseases derived from peripheral blood. We examined to which extent common gene dys-regulation existed in different diseases. We also investigated whether the commonly dys-regulated genes could serve as reliable biomarkers. First, we found that a limited number of genes are frequently dys-regulated in infectious and autoimmune diseases, from which we selected 10 genes co-dysregulated in viral infections and another set of 10 genes co-dysregulated in bacterial infections. In addition to its ability to distinguish viral infections from bacterial infections, these 20 genes could assist in disease classification and monitoring of treatment effect for several infectious and autoimmune diseases. In some cases, a single gene is sufficient to serve this purpose. It was interesting that dys-regulation of these 20 genes were also observed in other types of diseases including cancer and stroke where certain genes could also serve as biomarkers for diagnosis or prognosis. Furthermore, we demonstrated that this set of 20 genes could also be used in continuous monitoring of personal health. The rich information from these commonly dys-regulated genes may find its wide application in clinical practice and personal healthcare. More validation studies and in-depth investigations are warranted in the future.
引用
收藏
页数:22
相关论文
共 62 条
  • [1] Gene expression profiling of peripheral blood cells for early detection of breast cancer
    Aaroe, Jorgen
    Lindahl, Torbjorn
    Dumeaux, Vanessa
    Saebo, Solve
    Tobin, Derek
    Hagen, Nina
    Skaane, Per
    Lonneborg, Anders
    Sharma, Praveen
    Borresen-Dale, Anne-Lise
    [J]. BREAST CANCER RESEARCH, 2010, 12 (01):
  • [2] Gene Expression-Based Classifiers Identify Staphylococcus aureus Infection in Mice and Humans
    Ahn, Sun Hee
    Tsalik, Ephraim L.
    Cyr, Derek D.
    Zhang, Yurong
    van Velkinburgh, Jennifer C.
    Langley, Raymond J.
    Glickman, Seth W.
    Cairns, Charles B.
    Zaas, Aimee K.
    Rivers, Emanuel P.
    Otero, Ronny M.
    Veldman, Tim
    Kingsmore, Stephen F.
    Lucas, Joseph
    Woods, Christopher W.
    Ginsburg, Geoffrey S.
    Fowler, Vance G., Jr.
    [J]. PLOS ONE, 2013, 8 (01):
  • [3] Haptoglobin promoter polymorphism rs5472 as a prognostic biomarker for peptide vaccine efficacy in castration-resistant prostate cancer patients
    Araki, Hiromitsu
    Pang, Xiaoliang
    Komatsu, Nobukazu
    Soejima, Mikiko
    Miyata, Nawoe
    Takaki, Mari
    Muta, Shigeru
    Sasada, Tetsuro
    Noguchi, Masanori
    Koda, Yoshiro
    Itoh, Kyogo
    Kuhara, Satoru
    Tashiro, Kosuke
    [J]. CANCER IMMUNOLOGY IMMUNOTHERAPY, 2015, 64 (12) : 1565 - 1573
  • [4] Banchereau R, 2012, HOST IMMUNE TRANSCRI, V7
  • [5] Subtype-Specific Peripheral Blood Gene Expression Profiles in Recent-Onset Juvenile Idiopathic Arthritis
    Barnes, Michael G.
    Grom, Alexei A.
    Thompson, Susan D.
    Griffin, Thomas A.
    Pavlidis, Paul
    Itert, Lukasz
    Fall, Ndate
    Sowders, Dawn Paxson
    Hinze, Claas H.
    Aronow, Bruce J.
    Luyrink, Lorie K.
    Srivastava, Shweta
    Ilowite, Norman T.
    Gottlieb, Beth S.
    Olson, Judyann C.
    Sherry, David D.
    Glass, David N.
    Colbert, Robert A.
    [J]. ARTHRITIS AND RHEUMATISM, 2009, 60 (07): : 2102 - 2112
  • [6] Genomic biomarkers and cellular pathways of ischemic stroke by RNA gene expression profiling
    Barr, T. L.
    Conley, Y.
    Ding, J.
    Dillman, A.
    Warach, S.
    Singleton, A.
    Matarin, M.
    [J]. NEUROLOGY, 2010, 75 (11) : 1009 - 1014
  • [7] An interferon-inducible neutrophil-driven blood transcriptional signature in human tuberculosis
    Berry, Matthew P. R.
    Graham, Christine M.
    McNab, Finlay W.
    Xu, Zhaohui
    Bloch, Susannah A. A.
    Oni, Tolu
    Wilkinson, Katalin A.
    Banchereau, Romain
    Skinner, Jason
    Wilkinson, Robert J.
    Quinn, Charles
    Blankenship, Derek
    Dhawan, Ranju
    Cush, John J.
    Mejias, Asuncion
    Ramilo, Octavio
    Kon, Onn M.
    Pascual, Virginia
    Banchereau, Jacques
    Chaussabel, Damien
    O'Garra, Anne
    [J]. NATURE, 2010, 466 (7309) : 973 - U98
  • [8] Detectable Changes in The Blood Transcriptome Are Present after Two Weeks of Antituberculosis Therapy
    Bloom, Chloe I.
    Graham, Christine M.
    Berry, Matthew P. R.
    Wilkinson, Katalin A.
    Oni, Tolu
    Rozakeas, Fotini
    Xu, Zhaohui
    Rossello-Urgell, Jose
    Chaussabel, Damien
    Banchereau, Jacques
    Pascual, Virginia
    Lipman, Marc
    Wilkinson, Robert J.
    O'Garra, Anne
    [J]. PLOS ONE, 2012, 7 (10):
  • [9] A modular analysis framework for blood genomics studies: Application to systemic lupus erythematosus
    Chaussabel, Damien
    Quinn, Charles
    Shen, Jing
    Patel, Pinakeen
    Glaser, Casey
    Baldwin, Nicole
    Stichweh, Dorothee
    Blankenship, Derek
    Li, Lei
    Munagala, Indira
    Bennett, Lynda
    Allantaz, Florence
    Mejias, Asuncion
    Ardura, Monica
    Kaizer, Ellen
    Monnet, Laurence
    Allman, Windy
    Randall, Henry
    Johnson, Diane
    Lanier, Aimee
    Punaro, Marilynn
    Wittkowski, Knut M.
    White, Perrin
    Fay, Joseph
    Klintmalm, Goran
    Ramilo, Octavio
    Palucka, A. Karolina
    Banchereau, Jacques
    Pascual, Virginia
    [J]. IMMUNITY, 2008, 29 (01) : 150 - 164
  • [10] Personal Omics Profiling Reveals Dynamic Molecular and Medical Phenotypes
    Chen, Rui
    Mias, George I.
    Li-Pook-Than, Jennifer
    Jiang, Lihua
    Lam, Hugo Y. K.
    Chen, Rong
    Miriami, Elana
    Karczewski, Konrad J.
    Hariharan, Manoj
    Dewey, Frederick E.
    Cheng, Yong
    Clark, Michael J.
    Im, Hogune
    Habegger, Lukas
    Balasubramanian, Suganthi
    O'Huallachain, Maeve
    Dudley, Joel T.
    Hillenmeyer, Sara
    Haraksingh, Rajini
    Sharon, Donald
    Euskirchen, Ghia
    Lacroute, Phil
    Bettinger, Keith
    Boyle, Alan P.
    Kasowski, Maya
    Grubert, Fabian
    Seki, Scott
    Garcia, Marco
    Whirl-Carrillo, Michelle
    Gallardo, Mercedes
    Blasco, Maria A.
    Greenberg, Peter L.
    Snyder, Phyllis
    Klein, Teri E.
    Altman, Russ B.
    Butte, Atul J.
    Ashley, Euan A.
    Gerstein, Mark
    Nadeau, Kari C.
    Tang, Hua
    Snyder, Michael
    [J]. CELL, 2012, 148 (06) : 1293 - 1307