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Volumn 16, Issue 1, 2018, Pages

Harnessing single-cell genomics to improve the physiological fidelity of organoid-derived cell types

(18)  Mead, Benjamin E a,b,c,d,e   Ordovas Montanes, Jose c,e,f,g   Braun, Alexandra P a,c,d,e   Levy, Lauren E a,c,d   Bhargava, Prerna e,f   Szucs, Matthew J e   Ammendolia, Dustin A a,d   MacMullan, Melanie A e   Yin, Xiaolei a,b,c,d   Hughes, Travis K b,c,e,f   Wadsworth, Marc H c,e,f   Ahmad, Rushdy e   Rakoff Nahoum, Seth g   Carr, Steven A e   Langer, Robert b,c,f   Collins, James J b,c,e,f,h   Shalek, Alex K b,c,e,f   Karp, Jeffrey M a,b,d,e  


Author keywords

Chemical biology; Differentiation; Intestinal organoid; Intestinal stem cell; Paneth cell; Single cell RNA seq; Stem cell derived models; Systems biology

Indexed keywords

BIOLOGICAL MODEL; CYTOLOGY; GENOMICS; HUMAN; ORGANOID; PANETH CELL; PROCEDURES; PROTEOMICS; SEQUENCE ANALYSIS; SINGLE CELL ANALYSIS; STEM CELL NICHE;

EID: 85048081043     PISSN: None     EISSN: 17417007     Source Type: Journal    
DOI: 10.1186/s12915-018-0527-2     Document Type: Article
Times cited : (29)

References (68)
  • 1
    • 84975275212 scopus 로고    scopus 로고
    • Modeling development and disease with organoids
    • Clevers H. Modeling development and disease with organoids. Cell. 2016;165:1586-97. https://doi.org/10.1016/j.cell.2016.05.082
    • (2016) Cell , vol.165 , pp. 1586-1597
    • Clevers, H.1
  • 2
    • 85017139529 scopus 로고    scopus 로고
    • Scaling by shrinking: empowering single-cell "omics" with microfluidic devices
    • Prakadan SM, Shalek AK, Weitz DA. Scaling by shrinking: empowering single-cell "omics" with microfluidic devices. Nat Rev Genet. 2017;18:345-61.
    • (2017) Nat Rev Genet , vol.18 , pp. 345-361
    • Prakadan, S.M.1    Shalek, A.K.2    Weitz, D.A.3
  • 4
    • 84941201582 scopus 로고    scopus 로고
    • Single-cell messenger RNA sequencing reveals rare intestinal cell types
    • Grün D, Lyubimova A, Kester L, Wiebrands K, Basak O, Sasaki N, et al. Single-cell messenger RNA sequencing reveals rare intestinal cell types. Nature. 2015;525:251-5.
    • (2015) Nature. , vol.525 , pp. 251-255
    • Grün, D.1    Lyubimova, A.2    Kester, L.3    Wiebrands, K.4    Basak, O.5    Sasaki, N.6
  • 5
    • 85031661701 scopus 로고    scopus 로고
    • The human cell atlas white paper
    • Accessed 29 May 2018
    • The HCA Consortium. The human cell atlas white paper. 2017; https://www.humancellatlas.org/files/HCA_WhitePaper_18Oct2017.pdf. Accessed 29 May 2018.
    • (2017)
    • The H.C.A, Consortium.1
  • 6
    • 85017360311 scopus 로고    scopus 로고
    • Scaling single-cell genomics from phenomenology to mechanism
    • Tanay A, Regev A. Scaling single-cell genomics from phenomenology to mechanism. Nature. 2017;541:331-8.
    • (2017) Nature , vol.541 , pp. 331-338
    • Tanay, A.1    Regev, A.2
  • 7
    • 84899929564 scopus 로고    scopus 로고
    • Heterogeneity in immune responses: From populations to single cells
    • Satija R, Shalek AK. Heterogeneity in immune responses: From populations to single cells. Trends Immunol. 2014;35:219-29. https://doi.org/10.1016/j.it.2014.03.004
    • (2014) Trends Immunol. , vol.35 , pp. 219-229
    • Satija, R.1    Shalek, A.K.2
  • 8
    • 84904396621 scopus 로고    scopus 로고
    • Organogenesis in a dish: Modeling development and disease using organoid technologies
    • Lancaster MA, Knoblich JA. Organogenesis in a dish: Modeling development and disease using organoid technologies. Science. 2014;345:1247125.
    • (2014) Science. , vol.345 , pp. 1247125
    • Lancaster, M.A.1    Knoblich, J.A.2
  • 9
    • 84890033064 scopus 로고    scopus 로고
    • Functional repair of CFTR by CRISPR/Cas9 in intestinal stem cell organoids of cystic fibrosis patients
    • Schwank G, Koo BK, Sasselli V, Dekkers JF, Heo I, Demircan T, et al. Functional repair of CFTR by CRISPR/Cas9 in intestinal stem cell organoids of cystic fibrosis patients. Cell Stem Cell. 2013;13:653-8. https://doi.org/10.1016/j.stem.2013.11.002
    • (2013) Cell Stem Cell. , vol.13 , pp. 653-658
    • Schwank, G.1    Koo, B.K.2    Sasselli, V.3    Dekkers, J.F.4    Heo, I.5    Demircan, T.6
  • 10
    • 85029574202 scopus 로고    scopus 로고
    • Use of CRISPR-modified human stem cell organoids to study the origin of mutational signatures in cancer
    • Drost J, van Boxtel R, Blokzijl F, Mizutani T, Sasaki N, Sasselli V, et al. Use of CRISPR-modified human stem cell organoids to study the origin of mutational signatures in cancer. Science. 2017;238:eaao3130.
    • (2017) Science , vol.238
    • Drost, J.1    van Boxtel, R.2    Blokzijl, F.3    Mizutani, T.4    Sasaki, N.5    Sasselli, V.6
  • 11
    • 83755219473 scopus 로고    scopus 로고
    • Increasing incidence and prevalence of the inflammatory bowel diseases with time, based on systematic review
    • Molodecky NA, Soon IS, Rabi DM, Ghali WA, Ferris M, Chernoff G, et al. Increasing incidence and prevalence of the inflammatory bowel diseases with time, based on systematic review. Gastroenterology. 2012;142:46-54. e42; quiz e30
    • (2012) Gastroenterology , vol.142 , pp. 46-54
    • Molodecky, N.A.1    Soon, I.S.2    Rabi, D.M.3    Ghali, W.A.4    Ferris, M.5    Chernoff, G.6
  • 13
    • 22244487615 scopus 로고    scopus 로고
    • Cellular inheritance of a Cre-activated reporter gene to determine Paneth cell longevity in the murine small intestine
    • Ireland H, Houghton C, Howard L, Winton DJ. Cellular inheritance of a Cre-activated reporter gene to determine Paneth cell longevity in the murine small intestine. Dev Dyn. 2005;233:1332-6.
    • (2005) Dev Dyn , vol.233 , pp. 1332-1336
    • Ireland, H.1    Houghton, C.2    Howard, L.3    Winton, D.J.4
  • 15
    • 84873672050 scopus 로고    scopus 로고
    • Paneth cells: maestros of the small intestinal crypts
    • Clevers HC, Bevins CL. Paneth cells: maestros of the small intestinal crypts. Annu Rev Physiol. 2013;75:289-311.
    • (2013) Annu Rev Physiol , vol.75 , pp. 289-311
    • Clevers, H.C.1    Bevins, C.L.2
  • 16
    • 34547176642 scopus 로고    scopus 로고
    • Unravelling the pathogenesis of inflammatory bowel disease
    • Xavier RJ, Podolsky DK. Unravelling the pathogenesis of inflammatory bowel disease. Nature. 2007;448:427-34.
    • (2007) Nature , vol.448 , pp. 427-434
    • Xavier, R.J.1    Podolsky, D.K.2
  • 17
    • 79959216005 scopus 로고    scopus 로고
    • Genetics and pathogenesis of inflammatory bowel disease
    • Khor B, Gardet A, Xavier RJ. Genetics and pathogenesis of inflammatory bowel disease. Nature. 2011;474:307-17.
    • (2011) Nature , vol.474 , pp. 307-317
    • Khor, B.1    Gardet, A.2    Xavier, R.J.3
  • 20
  • 21
    • 84902134219 scopus 로고    scopus 로고
    • ATG16L1 Crohn's disease risk stresses the endoplasmic reticulum of Paneth cells
    • Kaser A, Blumberg RS. ATG16L1 Crohn's disease risk stresses the endoplasmic reticulum of Paneth cells. Gut. 2014;63(7):1038-9.
    • (2014) Gut , vol.63 , Issue.7 , pp. 1038-1039
    • Kaser, A.1    Blumberg, R.S.2
  • 22
    • 50249086073 scopus 로고    scopus 로고
    • XBP1 links ER stress to intestinal inflammation and confers genetic risk for human inflammatory bowel disease
    • Kaser A, Lee A-H, Franke A, Glickman JN, Zeissig S, Tilg H, et al. XBP1 links ER stress to intestinal inflammation and confers genetic risk for human inflammatory bowel disease. Cell. 2008;134:743-56.
    • (2008) Cell , vol.134 , pp. 743-756
    • Kaser, A.1    Lee, A.-H.2    Franke, A.3    Glickman, J.N.4    Zeissig, S.5    Tilg, H.6
  • 23
    • 84903794978 scopus 로고    scopus 로고
    • Paneth cell extrusion and release of antimicrobial products is directly controlled by immune cell-derived IFN-γ
    • Farin HF, Karthaus WR, Kujala P, Rakhshandehroo M, Schwank G, Vries RGJ, et al. Paneth cell extrusion and release of antimicrobial products is directly controlled by immune cell-derived IFN-γ. J Exp Med. 2014;211:1393-405.
    • (2014) J Exp Med , vol.211 , pp. 1393-1405
    • Farin, H.F.1    Karthaus, W.R.2    Kujala, P.3    Rakhshandehroo, M.4    Schwank, G.5    Vries, R.G.J.6
  • 24
    • 84919491306 scopus 로고    scopus 로고
    • A small intestinal organoid model of non-invasive enteric pathogen-epithelial cell interactions
    • Wilson SS, Tocchi A, Holly MK, Parks WC, Smith JG. A small intestinal organoid model of non-invasive enteric pathogen-epithelial cell interactions. Mucosal Immunol. 2014;8:1-10.
    • (2014) Mucosal Immunol , vol.8 , pp. 1-10
    • Wilson, S.S.1    Tocchi, A.2    Holly, M.K.3    Parks, W.C.4    Smith, J.G.5
  • 25
    • 84959368364 scopus 로고    scopus 로고
    • Human enteroids as a model of upper small intestinal ion transport physiology and pathophysiology
    • Foulke-Abel J, In J, Yin J, Zachos NC, Kovbasnjuk O, Estes MK, et al. Human enteroids as a model of upper small intestinal ion transport physiology and pathophysiology. Gastroenterology. 2016;150:638-49. e8
    • (2016) Gastroenterology , vol.150 , pp. 638-649
    • Foulke-Abel, J.1    In, J.2    Yin, J.3    Zachos, N.C.4    Kovbasnjuk, O.5    Estes, M.K.6
  • 26
    • 84902603134 scopus 로고    scopus 로고
    • Development of a primary mouse intestinal epithelial cell monolayer culture system to evaluate factors that modulate IgA transcytosis
    • Moon C, VanDussen KL, Miyoshi H, Stappenbeck TS. Development of a primary mouse intestinal epithelial cell monolayer culture system to evaluate factors that modulate IgA transcytosis. Mucosal Immunol. 2013;7:818-28.
    • (2013) Mucosal Immunol , vol.7 , pp. 818-828
    • Moon, C.1    VanDussen, K.L.2    Miyoshi, H.3    Stappenbeck, T.S.4
  • 27
    • 85008153076 scopus 로고    scopus 로고
    • Induced quiescence of Lgr5+ stem cells in intestinal organoids enables differentiation of hormone-producing enteroendocrine cells
    • Basak O, Beumer J, Wiebrands K, Seno H, van Oudenaarden A, Clevers H. Induced quiescence of Lgr5+ stem cells in intestinal organoids enables differentiation of hormone-producing enteroendocrine cells. Cell Stem Cell. 2017;20:177-90. e4
    • (2017) Cell Stem Cell. , vol.20 , pp. 177-190
    • Basak, O.1    Beumer, J.2    Wiebrands, K.3    Seno, H.4    van Oudenaarden, A.5    Clevers, H.6
  • 29
    • 84894623720 scopus 로고    scopus 로고
    • Niche-independent high-purity cultures of Lgr5+ intestinal stem cells and their progeny
    • Yin X, Farin HF, van Es JH, Clevers H, Langer R, Karp JM. Niche-independent high-purity cultures of Lgr5+ intestinal stem cells and their progeny. Nat Methods. 2014;11:106-12.
    • (2014) Nat Methods , vol.11 , pp. 106-112
    • Yin, X.1    Farin, H.F.2    van Es, J.H.3    Clevers, H.4    Langer, R.5    Karp, J.M.6
  • 31
    • 85013887018 scopus 로고    scopus 로고
    • Clonal expansion of Lgr5-positive cells from mammalian cochlea and high-purity generation of sensory hair cells
    • McLean WJ, Yin X, Lu L, Lenz DR, McLean D, Langer R, et al. Clonal expansion of Lgr5-positive cells from mammalian cochlea and high-purity generation of sensory hair cells. Cell Rep. 2017;18:1917-29.
    • (2017) Cell Rep , vol.18 , pp. 1917-1929
    • McLean, W.J.1    Yin, X.2    Lu, L.3    Lenz, D.R.4    McLean, D.5    Langer, R.6
  • 33
    • 84855419201 scopus 로고    scopus 로고
    • Notch signaling modulates proliferation and differentiation of intestinal crypt base columnar stem cells
    • VanDussen KL, Carulli AJ, Keeley TM, Patel SR, Puthoff BJ, Magness ST, et al. Notch signaling modulates proliferation and differentiation of intestinal crypt base columnar stem cells. Development. 2012;139:488-97.
    • (2012) Development , vol.139 , pp. 488-497
    • VanDussen, K.L.1    Carulli, A.J.2    Keeley, T.M.3    Patel, S.R.4    Puthoff, B.J.5    Magness, S.T.6
  • 34
    • 84927696737 scopus 로고    scopus 로고
    • Opposing activities of notch and wnt signaling regulate intestinal stem cells and gut homeostasis
    • Tian H, Biehs B, Chiu C, Siebel CW, Wu Y, Costa M, et al. Opposing activities of notch and wnt signaling regulate intestinal stem cells and gut homeostasis. Cell Rep. 2015;11:33-42.
    • (2015) Cell Rep , vol.11 , pp. 33-42
    • Tian, H.1    Biehs, B.2    Chiu, C.3    Siebel, C.W.4    Wu, Y.5    Costa, M.6
  • 37
    • 27344435774 scopus 로고    scopus 로고
    • Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles
    • Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, et al. Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci. 2005;102:15545-50.
    • (2005) Proc Natl Acad Sci , vol.102 , pp. 15545-15550
    • Subramanian, A.1    Tamayo, P.2    Mootha, V.K.3    Mukherjee, S.4    Ebert, B.L.5    Gillette, M.A.6
  • 38
    • 0038054341 scopus 로고    scopus 로고
    • PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes
    • Mootha VK, Lindgren CM, Eriksson K-F, Subramanian A, Sihag S, Lehar J, et al. PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes. Nat Genet. 2003;34:267-73.
    • (2003) Nat Genet , vol.34 , pp. 267-273
    • Mootha, V.K.1    Lindgren, C.M.2    Eriksson, K.-F.3    Subramanian, A.4    Sihag, S.5    Lehar, J.6
  • 39
    • 15244358503 scopus 로고    scopus 로고
    • Systematic discovery of regulatory motifs in human promoters and 3' UTRs by comparison of several mammals
    • Xie X, Lu J, Kulbokas EJ, Golub TR, Mootha V, Lindblad-Toh K, et al. Systematic discovery of regulatory motifs in human promoters and 3' UTRs by comparison of several mammals. Nature. 2005;434:338-45.
    • (2005) Nature , vol.434 , pp. 338-345
    • Xie, X.1    Lu, J.2    Kulbokas, E.J.3    Golub, T.R.4    Mootha, V.5    Lindblad-Toh, K.6
  • 40
    • 78649775562 scopus 로고    scopus 로고
    • Enrichment map: a network-based method for gene-set enrichment visualization and interpretation
    • Merico D, Isserlin R, Stueker O, Emili A, Bader GD. Enrichment map: a network-based method for gene-set enrichment visualization and interpretation. PLoS One [Internet]. 2010;5:e13984. Available from: http://www.ncbi.nlm.nih.gov/pubmed/21085593
    • (2010) PLoS One [Internet]. , vol.5
    • Merico, D.1    Isserlin, R.2    Stueker, O.3    Emili, A.4    Bader, G.D.5
  • 41
    • 0242490780 scopus 로고    scopus 로고
    • Cytoscape: a software environment for integrated models of biomolecular interaction networks
    • Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D, et al. Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res. 2003;13:2498-504.
    • (2003) Genome Res. , vol.13 , pp. 2498-2504
    • Shannon, P.1    Markiel, A.2    Ozier, O.3    Baliga, N.S.4    Wang, J.T.5    Ramage, D.6
  • 42
    • 84866061103 scopus 로고    scopus 로고
    • Metabolic trajectory of cellular differentiation in small intestine by Phasor Fluorescence Lifetime Microscopy of NADH
    • Stringari C, Edwards RA, Pate KT, Waterman ML, Donovan PJ, Gratton E. Metabolic trajectory of cellular differentiation in small intestine by Phasor Fluorescence Lifetime Microscopy of NADH. Sci Rep. 2012;2:568.
    • (2012) Sci Rep , vol.2 , pp. 568
    • Stringari, C.1    Edwards, R.A.2    Pate, K.T.3    Waterman, M.L.4    Donovan, P.J.5    Gratton, E.6
  • 43
    • 85015681676 scopus 로고    scopus 로고
    • Interplay between metabolic identities in the intestinal crypt supports stem cell function
    • Rodríguez-Colman MJ, Schewe M, Meerlo M, Stigter E, Gerrits J, Pras-Raves M, et al. Interplay between metabolic identities in the intestinal crypt supports stem cell function. Nature. 2017;543(7645):424-7.
    • (2017) Nature , vol.543 , Issue.7645 , pp. 424-427
    • Rodríguez-Colman, M.J.1    Schewe, M.2    Meerlo, M.3    Stigter, E.4    Gerrits, J.5    Pras-Raves, M.6
  • 46
    • 84964603354 scopus 로고    scopus 로고
    • The transcription factor p8 regulates Autophagy in response to palmitic acid stress via a mammalian target of rapamycin (mTOR)-independent signaling pathway
    • Jia SN, Lin C, Chen DF, Li AQ, Dai L, Zhang L, et al. The transcription factor p8 regulates Autophagy in response to palmitic acid stress via a mammalian target of rapamycin (mTOR)-independent signaling pathway. J Biol Chem. 2016;291:4462-72.
    • (2016) J Biol Chem , vol.291 , pp. 4462-4472
    • Jia, S.N.1    Lin, C.2    Chen, D.F.3    Li, A.Q.4    Dai, L.5    Zhang, L.6
  • 47
    • 84948695230 scopus 로고    scopus 로고
    • Pivotal role of the chromatin protein Nupr1 in Kras-induced senescence and transformation
    • Grasso D, Bintz J, Lomberk G, Molejon MI, Loncle C, Garcia MN, et al. Pivotal role of the chromatin protein Nupr1 in Kras-induced senescence and transformation. Sci Rep. 2015;5:17549.
    • (2015) Sci Rep , vol.5 , pp. 17549
    • Grasso, D.1    Bintz, J.2    Lomberk, G.3    Molejon, M.I.4    Loncle, C.5    Garcia, M.N.6
  • 51
    • 85008655928 scopus 로고    scopus 로고
    • Identification of a drug targeting an intrinsically disordered protein involved in pancreatic adenocarcinoma
    • Neira JL, Bintz J, Arruebo M, Rizzuti B, Bonacci T, Vega S, et al. Identification of a drug targeting an intrinsically disordered protein involved in pancreatic adenocarcinoma. Sci Rep. 2017;7:39732.
    • (2017) Sci Rep. , vol.7 , pp. 39732
    • Neira, J.L.1    Bintz, J.2    Arruebo, M.3    Rizzuti, B.4    Bonacci, T.5    Vega, S.6
  • 53
    • 79954915318 scopus 로고    scopus 로고
    • Paneth cells, antimicrobial peptides and maintenance of intestinal homeostasis
    • Bevins CL, Salzman NH. Paneth cells, antimicrobial peptides and maintenance of intestinal homeostasis. Nat Rev Microbiol. 2011;9:356-68.
    • (2011) Nat Rev Microbiol , vol.9 , pp. 356-368
    • Bevins, C.L.1    Salzman, N.H.2
  • 54
    • 84939616303 scopus 로고    scopus 로고
    • Commensal bacteria direct selective cargo sorting to promote symbiosis
    • Zhang Q, Pan Y, Yan R, Zeng B, Wang H, Zhang X, et al. Commensal bacteria direct selective cargo sorting to promote symbiosis. Nat Immunol. 2015;16(9):918-26.
    • (2015) Nat Immunol , vol.16 , Issue.9 , pp. 918-926
    • Zhang, Q.1    Pan, Y.2    Yan, R.3    Zeng, B.4    Wang, H.5    Zhang, X.6
  • 55
    • 0035128862 scopus 로고    scopus 로고
    • Human defensin 5 is stored in precursor form in normal Paneth cells and is expressed by some villous epithelial cells and by metaplastic Paneth cells in the colon in inflammatory bowel disease
    • Cunliffe RN, Rose FR, Keyte J, Abberley L, Chan WC, Mahida YR. Human defensin 5 is stored in precursor form in normal Paneth cells and is expressed by some villous epithelial cells and by metaplastic Paneth cells in the colon in inflammatory bowel disease. Gut. 2001;48:176-85.
    • (2001) Gut , vol.48 , pp. 176-185
    • Cunliffe, R.N.1    Rose, F.R.2    Keyte, J.3    Abberley, L.4    Chan, W.C.5    Mahida, Y.R.6
  • 56
    • 84991807819 scopus 로고    scopus 로고
    • Regulation and plasticity of intestinal stem cells during homeostasis and regeneration
    • Beumer J, Clevers H. Regulation and plasticity of intestinal stem cells during homeostasis and regeneration. Development. 2016;143:3639-49.
    • (2016) Development , vol.143 , pp. 3639-3649
    • Beumer, J.1    Clevers, H.2
  • 57
    • 85018920897 scopus 로고    scopus 로고
    • Surrogate Wnt agonists that phenocopy canonical Wnt and β-catenin signalling
    • Janda CY, Dang LT, You C, Chang J, de Lau W, Zhong ZA, et al. Surrogate Wnt agonists that phenocopy canonical Wnt and β-catenin signalling. Nature. 2017;545(7653):234-7.
    • (2017) Nature , vol.545 , Issue.7653 , pp. 234-237
    • Janda, C.Y.1    Dang, L.T.2    You, C.3    Chang, J.4    de Lau, W.5    Zhong, Z.A.6
  • 59
    • 67349123408 scopus 로고    scopus 로고
    • Single Lgr5 stem cells build crypt-villus structures in vitro without a mesenchymal niche
    • Sato T, Vries RG, Snippert HJ, van de Wetering M, Barker N, Stange DE, et al. Single Lgr5 stem cells build crypt-villus structures in vitro without a mesenchymal niche. Nature. 2009;459:262-5.
    • (2009) Nature , vol.459 , pp. 262-265
    • Sato, T.1    Vries, R.G.2    Snippert, H.J.3    van de Wetering, M.4    Barker, N.5    Stange, D.E.6
  • 60
    • 77449146854 scopus 로고    scopus 로고
    • In: Hubbard SJ, Jones AR, editors
    • Target-Decoy Search Strategy for Mass Spectrometry-Based Proteomics. Totoewa: Humana Press
    • Elias JE, Gygi SP. In: Hubbard SJ, Jones AR, editors. Target-Decoy Search Strategy for Mass Spectrometry-Based Proteomics. Totoewa: Humana Press; 2010. p. 55-71. http://link.springer.com/10.1007/978-1-60761-444-9.
    • (2010) , pp. 55-71
    • Elias, J.E.1    Gygi, S.P.2
  • 63
    • 4544341015 scopus 로고    scopus 로고
    • Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments
    • Smyth GK. Linear Models and Empirical Bayes Methods for Assessing Differential Expression in Microarray Experiments. Stat Appl Genet Mol Biol. 2004;3:1-26.
    • (2004) Stat Appl Genet Mol Biol , vol.3 , pp. 1-26
    • Smyth, G.K.1
  • 64
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: a practical and powerful approach to multiple testing
    • Benajmini Y, Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc B. 1995;57:289-300.
    • (1995) J R Stat Soc B , vol.57 , pp. 289-300
    • Benajmini, Y.1    Hochberg, Y.2
  • 65
    • 61449172037 scopus 로고    scopus 로고
    • Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources
    • Huang DW, Sherman BT, Lempicki RA. Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat Protoc. 2009;4:44-57.
    • (2009) Nat Protoc , vol.4 , pp. 44-57
    • Huang, D.W.1    Sherman, B.T.2    Lempicki, R.A.3
  • 66
    • 58549112996 scopus 로고    scopus 로고
    • Bioinformatics enrichment tools: Paths toward the comprehensive functional analysis of large gene lists
    • Huang DW, Sherman BT, Lempicki RA. Bioinformatics enrichment tools: Paths toward the comprehensive functional analysis of large gene lists. Nucleic Acids Res. 2009;37:1-13.
    • (2009) Nucleic Acids Res , vol.37 , pp. 1-13
    • Huang, D.W.1    Sherman, B.T.2    Lempicki, R.A.3
  • 67
    • 84929684999 scopus 로고    scopus 로고
    • Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets
    • Macosko EZ, Basu A, Satija R, Nemesh J, Shekhar K, Goldman M, et al. Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets. Cell. 2015;161:1202-14.
    • (2015) Cell , vol.161 , pp. 1202-1214
    • Macosko, E.Z.1    Basu, A.2    Satija, R.3    Nemesh, J.4    Shekhar, K.5    Goldman, M.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.