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Volumn 121, Issue 4, 2017, Pages 411-423

Experimental and Computational Insight into Human Mesenchymal Stem Cell Paracrine Signaling and Heterocellular Coupling Effects on Cardiac Contractility and Arrhythmogenicity

Author keywords

cardiovascular disease; cell and tissue based therapy; computational biology; electrophysiology; excitation contraction coupling; exosomes; myocardial contraction

Indexed keywords

ADENOSINE TRIPHOSPHATASE; CALCIUM CHANNEL L TYPE; PHOSPHATIDYLINOSITOL 3 KINASE; PROTEIN KINASE B; SARCOPLASMIC RETICULUM CALCIUM TRANSPORTING ADENOSINE TRIPHOSPHATASE;

EID: 85021288314     PISSN: 00097330     EISSN: 15244571     Source Type: Journal    
DOI: 10.1161/CIRCRESAHA.117.310796     Document Type: Article
Times cited : (59)

References (49)
  • 1
    • 84922381210 scopus 로고    scopus 로고
    • Heart disease and stroke statistics-2015 update: A report from the American Heart Association
    • Mozaffarian D, Benjamin EJ, Go AS, et al; American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Heart disease and stroke statistics-2015 update: a report from the American Heart Association. Circulation. 2015;131:e29-322. doi: 10.1161/ CIR.0000000000000152.
    • (2015) Circulation , vol.131 , pp. e29-322
    • Mozaffarian, D.1    Benjamin, E.J.2    Go, A.S.3
  • 3
    • 73849142463 scopus 로고    scopus 로고
    • Preconditioning mesenchymal stem cells with transforming growth factoralpha improves mesenchymal stem cell-mediated cardioprotection
    • Herrmann JL, Wang Y, Abarbanell AM, Weil BR, Tan J, Meldrum DR. Preconditioning mesenchymal stem cells with transforming growth factoralpha improves mesenchymal stem cell-mediated cardioprotection. Shock. 2010;33:24-30. doi: 10.1097/SHK.0b013e3181b7d137.
    • (2010) Shock , vol.33 , pp. 24-30
    • Herrmann, J.L.1    Wang, Y.2    Abarbanell, A.M.3    Weil, B.R.4    Tan, J.5    Meldrum, D.R.6
  • 5
    • 77958012860 scopus 로고    scopus 로고
    • Bone marrow mesenchymal stem cells stimulate cardiac stem cell proliferation and differentiation
    • Hatzistergos KE, Quevedo H, Oskouei BN, et al. Bone marrow mesenchymal stem cells stimulate cardiac stem cell proliferation and differentiation. Circ Res. 2010;107:913-922. doi: 10.1161/ CIRCRESAHA.110.222703.
    • (2010) Circ Res , vol.107 , pp. 913-922
    • Hatzistergos, K.E.1    Quevedo, H.2    Oskouei, B.N.3
  • 8
    • 84898841773 scopus 로고    scopus 로고
    • Autologous mesenchymal stem cells produce concordant improvements in regional function, tissue perfusion, and fibrotic burden when administered to patients undergoing coronary artery bypass grafting: The Prospective Randomized Study of Mesenchymal Stem Cell Therapy in Patients Undergoing Cardiac Surgery (PROMETHEUS) trial
    • Karantalis V, DiFede DL, Gerstenblith G, et al. Autologous mesenchymal stem cells produce concordant improvements in regional function, tissue perfusion, and fibrotic burden when administered to patients undergoing coronary artery bypass grafting: The Prospective Randomized Study of Mesenchymal Stem Cell Therapy in Patients Undergoing Cardiac Surgery (PROMETHEUS) trial. Circ Res. 2014;114:1302-1310. doi: 10.1161/ CIRCRESAHA.114.303180.
    • (2014) Circ Res , vol.114 , pp. 1302-1310
    • Karantalis, V.1    DiFede, D.L.2    Gerstenblith, G.3
  • 9
    • 84891941987 scopus 로고    scopus 로고
    • Transendocardial mesenchymal stem cells and mononuclear bone marrow cells for ischemic cardiomyopathy: The TAC-HFT randomized trial
    • Heldman AW, DiFede DL, Fishman JE, et al. Transendocardial mesenchymal stem cells and mononuclear bone marrow cells for ischemic cardiomyopathy: the TAC-HFT randomized trial. JAMA. 2014;311:62-73. doi: 10.1001/jama.2013.282909.
    • (2014) JAMA , vol.311 , pp. 62-73
    • Heldman, A.W.1    DiFede, D.L.2    Fishman, J.E.3
  • 11
    • 84936979255 scopus 로고    scopus 로고
    • Use of mesenchymal stem cells for therapy of cardiac disease
    • Karantalis V, Hare JM. Use of mesenchymal stem cells for therapy of cardiac disease. Circ Res. 2015;116:1413-1430. doi: 10.1161/ CIRCRESAHA.116.303614.
    • (2015) Circ Res , vol.116 , pp. 1413-1430
    • Karantalis, V.1    Hare, J.M.2
  • 13
    • 84870887067 scopus 로고    scopus 로고
    • Comparison of allogeneic vs autologous bone marrow-derived mesenchymal stem cells delivered by transendocardial injection in patients with ischemic cardiomyopathy: The POSEIDON randomized trial
    • Hare JM, Fishman JE, Gerstenblith G, et al. Comparison of allogeneic vs autologous bone marrow-derived mesenchymal stem cells delivered by transendocardial injection in patients with ischemic cardiomyopathy: the POSEIDON randomized trial. JAMA. 2012;308:2369-2379. doi: 10.1001/ jama.2012.25321.
    • (2012) JAMA , vol.308 , pp. 2369-2379
    • Hare, J.M.1    Fishman, J.E.2    Gerstenblith, G.3
  • 14
    • 84900422755 scopus 로고    scopus 로고
    • Intracoronary stem cell infusion after acute myocardial infarction: A meta-analysis and update on clinical trials
    • de Jong R, Houtgraaf JH, Samiei S, Boersma E, Duckers HJ. Intracoronary stem cell infusion after acute myocardial infarction: a meta-analysis and update on clinical trials. Circ Cardiovasc Interv. 2014;7:156-167. doi: 10.1161/CIRCINTERVENTIONS.113.001009.
    • (2014) Circ Cardiovasc Interv , vol.7 , pp. 156-167
    • De Jong, R.1    Houtgraaf, J.H.2    Samiei, S.3    Boersma, E.4    Duckers, H.J.5
  • 15
    • 66949135486 scopus 로고    scopus 로고
    • Reverse remodeling is associated with changes in extracellular matrix proteases and tissue inhibitors after mesenchymal stem cell (MSC) treatment of pressure overload hypertrophy
    • Molina EJ, Palma J, Gupta D, Torres D, Gaughan JP, Houser S, Macha M. Reverse remodeling is associated with changes in extracellular matrix proteases and tissue inhibitors after mesenchymal stem cell (MSC) treatment of pressure overload hypertrophy. J Tissue Eng Regen Med. 2009;3:85-91. doi: 10.1002/term.137.
    • (2009) J Tissue Eng Regen Med , vol.3 , pp. 85-91
    • Molina, E.J.1    Palma, J.2    Gupta, D.3    Torres, D.4    Gaughan, J.P.5    Houser, S.6    Macha, M.7
  • 16
    • 84956555171 scopus 로고    scopus 로고
    • Proangiogenic features of mesenchymal stem cells and their therapeutic applications
    • Tao H, Han Z, Han ZC, Li Z. Proangiogenic features of mesenchymal stem cells and their therapeutic applications. Stem Cells Int. 2016;2016:1314709. doi: 10.1155/2016/1314709.
    • (2016) Stem Cells Int , vol.2016 , pp. 1314709
    • Tao, H.1    Han, Z.2    Han, Z.C.3    Li, Z.4
  • 17
    • 84878962431 scopus 로고    scopus 로고
    • Mesenchymal stem cells for cardiac therapy: Practical challenges and potential mechanisms
    • Cashman TJ, Gouon-Evans V, Costa KD. Mesenchymal stem cells for cardiac therapy: practical challenges and potential mechanisms. Stem Cell Rev. 2013;9:254-265. doi: 10.1007/s12015-012-9375-6.
    • (2013) Stem Cell Rev , vol.9 , pp. 254-265
    • Cashman, T.J.1    Gouon-Evans, V.2    Costa, K.D.3
  • 18
    • 84857838864 scopus 로고    scopus 로고
    • Harnessing the mesenchymal stem cell secretome for the treatment of cardiovascular disease
    • Ranganath SH, Levy O, Inamdar MS, Karp JM. Harnessing the mesenchymal stem cell secretome for the treatment of cardiovascular disease. Cell Stem Cell. 2012;10:244-258. doi: 10.1016/j.stem.2012.02.005.
    • (2012) Cell Stem Cell , vol.10 , pp. 244-258
    • Ranganath, S.H.1    Levy, O.2    Inamdar, M.S.3    Karp, J.M.4
  • 19
    • 84878103966 scopus 로고    scopus 로고
    • Engraftment patterns of human adult mesenchymal stem cells expose electrotonic and paracrine proarrhythmic mechanisms in myocardial cell cultures
    • Askar SF, Ramkisoensing AA, Atsma DE, Schalij MJ, de Vries AA, Pijnappels DA. Engraftment patterns of human adult mesenchymal stem cells expose electrotonic and paracrine proarrhythmic mechanisms in myocardial cell cultures. Circ Arrhythm Electrophysiol. 2013;6:380-391. doi: 10.1161/CIRCEP.111.000215.
    • (2013) Circ Arrhythm Electrophysiol , vol.6 , pp. 380-391
    • Askar, S.F.1    Ramkisoensing, A.A.2    Atsma, D.E.3    Schalij, M.J.4    De Vries, A.A.5    Pijnappels, D.A.6
  • 20
    • 84860528123 scopus 로고    scopus 로고
    • Excitation-contraction coupling in ventricular myocytes is enhanced by paracrine signaling from mesenchymal stem cells
    • DeSantiago J, Bare DJ, Semenov I, Minshall RD, Geenen DL, Wolska BM, Banach K. Excitation-contraction coupling in ventricular myocytes is enhanced by paracrine signaling from mesenchymal stem cells. J Mol Cell Cardiol. 2012;52:1249-1256. doi: 10.1016/j. yjmcc.2012.03.008.
    • (2012) J Mol Cell Cardiol , vol.52 , pp. 1249-1256
    • DeSantiago, J.1    Bare, D.J.2    Semenov, I.3    Minshall, R.D.4    Geenen, D.L.5    Wolska, B.M.6    Banach, K.7
  • 21
    • 84867578081 scopus 로고    scopus 로고
    • Antiarrhythmic potential of mesenchymal stem cell is modulated by hypoxic environment
    • Hwang HJ, Chang W, Song BW, et al. Antiarrhythmic potential of mesenchymal stem cell is modulated by hypoxic environment. J Am Coll Cardiol. 2012;60:1698-1706. doi: 10.1016/j.jacc.2012.04.056.
    • (2012) J Am Coll Cardiol , vol.60 , pp. 1698-1706
    • Hwang, H.J.1    Chang, W.2    Song, B.W.3
  • 23
    • 84942417921 scopus 로고    scopus 로고
    • Rapid fusion between mesenchymal stem cells and cardiomyocytes yields electrically active, non-contractile hybrid cells
    • Shadrin IY, Yoon W, Li L, Shepherd N, Bursac N. Rapid fusion between mesenchymal stem cells and cardiomyocytes yields electrically active, non-contractile hybrid cells. Sci Rep. 2015;5:12043. doi: 10.1038/ srep12043.
    • (2015) Sci Rep , vol.5 , pp. 12043
    • Shadrin, I.Y.1    Yoon, W.2    Li, L.3    Shepherd, N.4    Bursac, N.5
  • 24
    • 84980017913 scopus 로고    scopus 로고
    • Modeling electrophysiological coupling and fusion between human mesenchymal stem cells and cardiomyocytes
    • Mayourian J, Savizky RM, Sobie EA, Costa KD. Modeling electrophysiological coupling and fusion between human mesenchymal stem cells and cardiomyocytes. PLoS Comput Biol. 2016;12:e1005014. doi: 10.1371/ journal.pcbi.1005014.
    • (2016) PLoS Comput Biol , vol.12 , pp. e1005014
    • Mayourian, J.1    Savizky, R.M.2    Sobie, E.A.3    Costa, K.D.4
  • 25
    • 84878734095 scopus 로고    scopus 로고
    • Experimentally calibrated population of models predicts and explains intersubject variability in cardiac cellular electrophysiology
    • Britton OJ, Bueno-Orovio A, Van Ammel K, Lu HR, Towart R, Gallacher DJ, Rodriguez B. Experimentally calibrated population of models predicts and explains intersubject variability in cardiac cellular electrophysiology. Proc Natl Acad Sci USA. 2013;110:E2098-E2105. doi: 10.1073/ pnas.1304382110.
    • (2013) Proc Natl Acad Sci USA , vol.110 , pp. E2098-E2105
    • Britton, O.J.1    Bueno-Orovio, A.2    Van Ammel, K.3    Lu, H.R.4    Towart, R.5    Gallacher, D.J.6    Rodriguez, B.7
  • 26
    • 84955243411 scopus 로고    scopus 로고
    • In vivo and in silico investigation into mechanisms of frequency dependence of repolarization alternans in human ventricular cardiomyocytes
    • Zhou X, Bueno-Orovio A, Orini M, Hanson B, Hayward M, Taggart P, Lambiase PD, Burrage K, Rodriguez B. In vivo and in silico investigation into mechanisms of frequency dependence of repolarization alternans in human ventricular cardiomyocytes. Circ Res. 2016;118:266-278. doi: 10.1161/CIRCRESAHA.115.307836.
    • (2016) Circ Res , vol.118 , pp. 266-278
    • Zhou, X.1    Bueno-Orovio, A.2    Orini, M.3    Hanson, B.4    Hayward, M.5    Taggart, P.6    Lambiase, P.D.7    Burrage, K.8    Rodriguez, B.9
  • 27
    • 80055045664 scopus 로고    scopus 로고
    • Mesenchymal stem cell injection ameliorates the inducibility of ventricular arrhythmias after myocardial infarction in rats
    • Wang D, Zhang F, Shen W, Chen M, Yang B, Zhang Y, Cao K. Mesenchymal stem cell injection ameliorates the inducibility of ventricular arrhythmias after myocardial infarction in rats. Int J Cardiol. 2011;152:314-320. doi: 10.1016/j.ijcard.2010.07.025.
    • (2011) Int J Cardiol , vol.152 , pp. 314-320
    • Wang, D.1    Zhang, F.2    Shen, W.3    Chen, M.4    Yang, B.5    Zhang, Y.6    Cao, K.7
  • 28
    • 27744505661 scopus 로고    scopus 로고
    • Improved graft mesenchymal stem cell survival in ischemic heart with a hypoxia-regulated heme oxygenase-1 vector
    • Tang YL, Tang Y, Zhang YC, Qian K, Shen L, Phillips MI. Improved graft mesenchymal stem cell survival in ischemic heart with a hypoxia-regulated heme oxygenase-1 vector. J Am Coll Cardiol. 2005;46:1339-1350. doi: 10.1016/j.jacc.2005.05.079.
    • (2005) J Am Coll Cardiol , vol.46 , pp. 1339-1350
    • Tang, Y.L.1    Tang, Y.2    Zhang, Y.C.3    Qian, K.4    Shen, L.5    Phillips, M.I.6
  • 29
    • 85017330743 scopus 로고    scopus 로고
    • Comparison of human induced pluripotent stem-cell derived cardiomyocytes with human mesenchymal stem cells following acute myocardial infarction
    • Citro L, Naidu S, Hassan F, Kuppusamy ML, Kuppusamy P, Angelos MG, Khan M. Comparison of human induced pluripotent stem-cell derived cardiomyocytes with human mesenchymal stem cells following acute myocardial infarction. PLoS One. 2014;9:e116281. doi: 10.1371/journal.pone.0116281.
    • (2014) PLoS One , vol.9 , pp. e116281
    • Citro, L.1    Naidu, S.2    Hassan, F.3    Kuppusamy, M.L.4    Kuppusamy, P.5    Angelos, M.G.6    Khan, M.7
  • 31
    • 40749091694 scopus 로고    scopus 로고
    • Human mesenchymal stem cells improve myocardial performance in a splenectomized rat model of chronic myocardial infarction
    • Liu JF, Wang BW, Hung HF, Chang H, Shyu KG. Human mesenchymal stem cells improve myocardial performance in a splenectomized rat model of chronic myocardial infarction. J Formos Med Assoc. 2008;107:165-174. doi: 10.1016/S0929-6646(08)60130-8.
    • (2008) J Formos Med Assoc , vol.107 , pp. 165-174
    • Liu, J.F.1    Wang, B.W.2    Hung, H.F.3    Chang, H.4    Shyu, K.G.5
  • 34
    • 84958073591 scopus 로고    scopus 로고
    • Effects of heterogeneous diffuse fibrosis on arrhythmia dynamics and mechanism
    • Kazbanov IV, ten Tusscher KH, Panfilov AV. Effects of heterogeneous diffuse fibrosis on arrhythmia dynamics and mechanism. Sci Rep. 2016;6:20835. doi: 10.1038/srep20835.
    • (2016) Sci Rep , vol.6 , pp. 20835
    • Kazbanov, I.V.1    Ten Tusscher, K.H.2    Panfilov, A.V.3
  • 35
    • 84904679486 scopus 로고    scopus 로고
    • Electrophysiological and structural remodeling in heart failure modulate arrhythmogenesis. 2D simulation study
    • Gomez JF, Cardona K, Martinez L, Saiz J, Trenor B. Electrophysiological and structural remodeling in heart failure modulate arrhythmogenesis. 2D simulation study. PLoS One. 2014;9:e103273. doi: 10.1371/journal. pone.0103273.
    • (2014) PLoS One , vol.9 , pp. e103273
    • Gomez, J.F.1    Cardona, K.2    Martinez, L.3    Saiz, J.4    Trenor, B.5
  • 37
    • 33646199622 scopus 로고    scopus 로고
    • Proarrhythmic potential of mesenchymal stem cell transplantation revealed in an in vitro coculture model
    • Chang MG, Tung L, Sekar RB, Chang CY, Cysyk J, Dong P, Marbán E, Abraham MR. Proarrhythmic potential of mesenchymal stem cell transplantation revealed in an in vitro coculture model. Circulation. 2006;113:1832-1841. doi: 10.1161/CIRCULATIONAHA.105.593038.
    • (2006) Circulation , vol.113 , pp. 1832-1841
    • Chang, M.G.1    Tung, L.2    Sekar, R.B.3    Chang, C.Y.4    Cysyk, J.5    Dong, P.6    Marbán, E.7    Abraham, M.R.8
  • 38
    • 84962374176 scopus 로고    scopus 로고
    • Construction of defined human engineered cardiac tissues to study mechanisms of cardiac cell therapy
    • Cashman TJ, Josowitz R, Gelb BD, Li RA, Dubois NC, Costa KD. Construction of defined human engineered cardiac tissues to study mechanisms of cardiac cell therapy. J Vis Exp. 2016:e53447.
    • (2016) J Vis Exp , pp. e53447
    • Cashman, T.J.1    Josowitz, R.2    Gelb, B.D.3    Li, R.A.4    Dubois, N.C.5    Costa, K.D.6
  • 39
    • 49849099122 scopus 로고    scopus 로고
    • Structural coupling of cardiomyocytes and noncardiomyocytes: Quantitative comparisons using a novel micropatterned cell pair assay
    • Pedrotty DM, Klinger RY, Badie N, Hinds S, Kardashian A, Bursac N. Structural coupling of cardiomyocytes and noncardiomyocytes: quantitative comparisons using a novel micropatterned cell pair assay. Am J Physiol Heart Circ Physiol. 2008;295:H390-H400. doi: 10.1152/ ajpheart.91531.2007.
    • (2008) Am J Physiol Heart Circ Physiol , vol.295 , pp. H390-H400
    • Pedrotty, D.M.1    Klinger, R.Y.2    Badie, N.3    Hinds, S.4    Kardashian, A.5    Bursac, N.6
  • 40
    • 84958225498 scopus 로고    scopus 로고
    • Human engineered cardiac tissues created using induced pluripotent stem cells reveal functional characteristics of BRAF-mediated hypertrophic cardiomyopathy
    • Cashman TJ, Josowitz R, Johnson BV, Gelb BD, Costa KD. Human engineered cardiac tissues created using induced pluripotent stem cells reveal functional characteristics of BRAF-mediated hypertrophic cardiomyopathy. PLoS One. 2016;11:e0146697. doi: 10.1371/journal. pone.0146697.
    • (2016) PLoS One , vol.11 , pp. e0146697
    • Cashman, T.J.1    Josowitz, R.2    Johnson, B.V.3    Gelb, B.D.4    Costa, K.D.5
  • 42
    • 84929649938 scopus 로고    scopus 로고
    • Exosomes secreted from CXCR4 overexpressing mesenchymal stem cells promote cardioprotection via Akt signaling pathway following myocardial infarction
    • Kang K, Ma R, Cai W, Huang W, Paul C, Liang J, Wang Y, Zhao T, Kim HW, Xu M, Millard RW, Wen Z, Wang Y. Exosomes secreted from CXCR4 overexpressing mesenchymal stem cells promote cardioprotection via Akt signaling pathway following myocardial infarction. Stem Cells Int. 2015;2015:659890. doi: 10.1155/2015/659890.
    • (2015) Stem Cells Int , vol.2015 , pp. 659890
    • Kang, K.1    Ma, R.2    Cai, W.3    Huang, W.4    Paul, C.5    Liang, J.6    Wang, Y.7    Zhao, T.8    Kim, H.W.9    Xu, M.10    Millard, R.W.11    Wen, Z.12    Wang, Y.13
  • 43
    • 84873919177 scopus 로고    scopus 로고
    • Mesenchymal stem cell-derived exosomes increase ATP levels, decrease oxidative stress and activate PI3K/Akt pathway to enhance myocardial viability and prevent adverse remodeling after myocardial ischemia/ reperfusion injury
    • Arslan F, Lai RC, Smeets MB, Akeroyd L, Choo A, Aguor EN, Timmers L, van Rijen HV, Doevendans PA, Pasterkamp G, Lim SK, de Kleijn DP. Mesenchymal stem cell-derived exosomes increase ATP levels, decrease oxidative stress and activate PI3K/Akt pathway to enhance myocardial viability and prevent adverse remodeling after myocardial ischemia/ reperfusion injury. Stem Cell Res. 2013;10:301-312. doi: 10.1016/j. scr.2013.01.002.
    • (2013) Stem Cell Res , vol.10 , pp. 301-312
    • Arslan, F.1    Lai, R.C.2    Smeets, M.B.3    Akeroyd, L.4    Choo, A.5    Aguor, E.N.6    Timmers, L.7    Van Rijen, H.V.8    Doevendans, P.A.9    Pasterkamp, G.10    Lim, S.K.11    De Kleijn, D.P.12
  • 46
    • 84861658382 scopus 로고    scopus 로고
    • Exploiting mathematical models to illuminate electrophysiological variability between individuals
    • Sarkar AX, Christini DJ, Sobie EA. Exploiting mathematical models to illuminate electrophysiological variability between individuals. J Physiol. 2012;590:2555-2567. doi: 10.1113/jphysiol.2011.223313.
    • (2012) J Physiol , vol.590 , pp. 2555-2567
    • Sarkar, A.X.1    Christini, D.J.2    Sobie, E.A.3
  • 47
    • 84949591265 scopus 로고    scopus 로고
    • Mesenchymal stem cell-derived exosomes improve the microenvironment of infarcted myocardium contributing to angiogenesis and anti-inflammation
    • Teng X, Chen L, Chen W, Yang J, Yang Z, Shen Z. Mesenchymal stem cell-derived exosomes improve the microenvironment of infarcted myocardium contributing to angiogenesis and anti-inflammation. Cell Physiol Biochem. 2015;37:2415-2424. doi: 10.1159/000438594.
    • (2015) Cell Physiol Biochem , vol.37 , pp. 2415-2424
    • Teng, X.1    Chen, L.2    Chen, W.3    Yang, J.4    Yang, Z.5    Shen, Z.6
  • 48
    • 84898770430 scopus 로고    scopus 로고
    • Cardiac fibrosis and arrhythmogenesis: The road to repair is paved with perils
    • Nguyen TP, Qu Z, Weiss JN. Cardiac fibrosis and arrhythmogenesis: the road to repair is paved with perils. J Mol Cell Cardiol. 2014;70:83-91. doi: 10.1016/j.yjmcc.2013.10.018.
    • (2014) J Mol Cell Cardiol , vol.70 , pp. 83-91
    • Nguyen, T.P.1    Qu, Z.2    Weiss, J.N.3
  • 49
    • 84897408048 scopus 로고    scopus 로고
    • Ecologists should not use statistical significance tests to interpret simulation model results
    • White JW, Rassweiler A, Samhouri JF, Stier AC, White C. Ecologists should not use statistical significance tests to interpret simulation model results. OIKOS Syn Ecol. 2014;123:385-388
    • (2014) OIKOS Syn Ecol , vol.123 , pp. 385-388
    • White, J.W.1    Rassweiler, A.2    Samhouri, J.F.3    Stier, A.C.4    White, C.5


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