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Volumn 93, Issue 4, 2012, Pages 793-802

The triple helix of Plantago lanceolata: Genetics and the environment interact to determine population dynamics

Author keywords

Cohort effect; Demography; Life table response experiment (LTRE); Phenotypic plasticity; Plantago lanceolata; Population dynamics; Population projection matrix model; Stochastic growth rate

Indexed keywords

COHORT ANALYSIS; DEMOGRAPHY; DICOTYLEDON; EVOLUTIONARY THEORY; GENETIC ANALYSIS; GENOTYPE-ENVIRONMENT INTERACTION; GROWTH RATE; LIFE TABLE; NATURAL SELECTION; NUMERICAL MODEL; PERENNIAL PLANT; PHENOTYPIC PLASTICITY; POPULATION DYNAMICS; POPULATION ECOLOGY; POPULATION GENETICS; POPULATION MODELING; STOCHASTICITY; WILD POPULATION;

EID: 84861350368     PISSN: 00129658     EISSN: None     Source Type: Journal    
DOI: 10.1890/11-0742.1     Document Type: Article
Times cited : (16)

References (55)
  • 2
    • 0141567383 scopus 로고    scopus 로고
    • Population viability analysis: Past, present, future
    • S. R. Beissinger and D. R. McCullough, editors, University of Chicago Press, Chicago, Illinois, USA
    • Beissinger, S. R. 2002. Population viability analysis: past, present, future. Pages 5-17 in S. R. Beissinger and D. R. McCullough, editors. Population viability analysis. University of Chicago Press, Chicago, Illinois, USA.
    • (2002) Population Viability Analysis , pp. 5-17
    • Beissinger, S.R.1
  • 3
    • 0031872298 scopus 로고    scopus 로고
    • On the use of demographic models of population viability in endangered species management
    • Beissinger, S. R., and M. I. Westphal. 1998. On the use of demographic models of population viability in endangered species management. Journal of Wildlife Management 62:821-841. (Pubitemid 28348855)
    • (1998) Journal of Wildlife Management , vol.62 , Issue.3 , pp. 821-841
    • Beissinger, S.R.1    Westphal, M.I.2
  • 4
    • 63849299044 scopus 로고    scopus 로고
    • Anatomy of a bottleneck: Diagnosing factors limiting population growth in the Puerto Rican parrot
    • Beissinger, S. R., J. M. Wunderle, J. M. Meyers, B.-E. Sæther, and S. Engen. 2008. Anatomy of a bottleneck: diagnosing factors limiting population growth in the Puerto Rican parrot. Ecological Monographs 78:185-203.
    • (2008) Ecological Monographs , vol.78 , pp. 185-203
    • Beissinger, S.R.1    Wunderle, J.M.2    Meyers, J.M.3    Sæther, B.-E.4    Engen, S.5
  • 5
    • 0028975875 scopus 로고
    • Natural selection and ecotypic differentiation in Impatiens pallida
    • Bennington, C. C., and J. B. McGraw. 1995a. Natural selection and ecotypic differentiation in Impatiens pallida. Ecological Monographs 65:303-324.
    • (1995) Ecological Monographs , vol.65 , pp. 303-324
    • Bennington, C.C.1    McGraw, J.B.2
  • 6
    • 0028868084 scopus 로고
    • Phenotypic selection in an artificial population of Impatiens pallida: The importance of the invisible fraction
    • Bennington, C. C., and J. B. McGraw. 1995b. Phenotypic selection in an artificial population of Impatiens pallida: the importance of the invisible fraction. Evolution 49:317-324.
    • (1995) Evolution , vol.49 , pp. 317-324
    • Bennington, C.C.1    McGraw, J.B.2
  • 7
    • 0033485569 scopus 로고    scopus 로고
    • Elasticity analysis as an important tool in evolutionary and population ecology
    • DOI 10.1016/S0169-5347(99)01724-3
    • Benton, T. G., and A. Grant. 1999. Elasticity analysis as an important tool in evolutionary and population ecology. Trends in Ecology and Evolution 14:467-471. (Pubitemid 29513221)
    • (1999) Trends in Ecology and Evolution , vol.14 , Issue.12 , pp. 467-471
    • Benton, T.G.1    Grant, A.2
  • 10
    • 0001693589 scopus 로고
    • Elasticity: The relative contribution of demographic parameters to population growth rate
    • de Kroon, H., A. Plaisier, J. van Groenendael, and H. Caswell. 1986. Elasticity: the relative contribution of demographic parameters to population growth rate. Ecology 67:1427-1431.
    • (1986) Ecology , vol.67 , pp. 1427-1431
    • De Kroon, H.1    Plaisier, A.2    Van Groenendael, J.3    Caswell, H.4
  • 11
    • 0242411610 scopus 로고    scopus 로고
    • Population viability analysis for plants: Understanding the demographic consequences of seed banks for population health
    • S. R. Beissinger and D. R. McCullough, editors, University of Chicago Press, Chicago, Illinois, USA
    • Doak, D. F., D. Thomson, and E. S. Jules. 2002. Population viability analysis for plants: understanding the demographic consequences of seed banks for population health. Pages 312-337 in S. R. Beissinger and D. R. McCullough, editors. Population viability analysis. University of Chicago Press, Chicago, Illinois, USA.
    • (2002) Population Viability Analysis , pp. 312-337
    • Doak, D.F.1    Thomson, D.2    Jules, E.S.3
  • 12
    • 1542379060 scopus 로고    scopus 로고
    • A comparative demography of plants based upon elasticities of vital rates
    • Franco, M., and J. Silvertown. 2004. A comparative demography of plants based upon elasticities of vital rates. Ecology 85:531-538. (Pubitemid 38319119)
    • (2004) Ecology , vol.85 , Issue.2 , pp. 531-538
    • Franco, M.1    Silvertown, J.2
  • 13
    • 0347065347 scopus 로고    scopus 로고
    • Demography and Natural Selection Have Shaped Genetic Variation in Drosophila melanogaster: A Multi-locus Approach
    • Glinka, S., L. Ometto, S. Mousset, W. Stephan, and D. de Lorenzo. 2003. Demography and natural selection have shaped genetic variation in Drosophila melanogaster: a multilocus approach. Genetics 165:1269-1278. (Pubitemid 38020248)
    • (2003) Genetics , vol.165 , Issue.3 , pp. 1269-1278
    • Glinka, S.1    Ometto, L.2    Mousset, S.3    Stephan, W.4    De Lorenzo, D.5
  • 14
    • 0034987132 scopus 로고    scopus 로고
    • Bottlenecks, drift and differentiation: The population structure and demographic history of sika deer (Cervus nippon) in the Japanese archipelago
    • DOI 10.1046/j.1365-294X.2001.01277.x
    • Goodman, S. J., H. B. Tamate, R. Wilson, J. Nagata, S. Tatsuzawa, G. M. Swanson, J. M. Pemberton, and D. R. McCullough. 2001. Bottlenecks, drift and differentiation: the population structure and demographic history of sika deer (Cervus nippon) in the Japanese archipelago. Molecular Ecology 10:1357-1370. (Pubitemid 32526112)
    • (2001) Molecular Ecology , vol.10 , Issue.6 , pp. 1357-1370
    • Goodman, S.J.1    Tamate, H.B.2    Wilson, R.3    Nagata, J.4    Tatsuzawa, S.5    Swanson, G.M.6    Pemberton, J.M.7    McCullough, D.R.8
  • 15
    • 33845622940 scopus 로고    scopus 로고
    • Evolution of local adaptations in dispersal strategies
    • DOI 10.1111/j.2006.0030-1299.14909.x
    • Gros, A., H. J. Poethke, and T. Hovestadt. 2006. Evolution of local adaptations in dispersal strategies. Oikos 114:544-552. (Pubitemid 44944219)
    • (2006) Oikos , vol.114 , Issue.3 , pp. 544-552
    • Gros, A.1    Joachim Poethke, H.2    Hovestadt, T.3
  • 16
    • 77957581131 scopus 로고    scopus 로고
    • Behavioral plasticity allows short-term adjustment to a novel environment
    • Gross, K., G. Pasinelli, and H. P. Kunc. 2010. Behavioral plasticity allows short-term adjustment to a novel environment. American Naturalist 176:456-464.
    • (2010) American Naturalist , vol.176 , pp. 456-464
    • Gross, K.1    Pasinelli, G.2    Kunc, H.P.3
  • 17
    • 25144509849 scopus 로고    scopus 로고
    • Rapid evolution and the convergence of ecological and evolutionary time
    • DOI 10.1111/j.1461-0248.2005.00812.x
    • Hairston, N. G., S. P. Ellner, M. A. Geber, T. Yoshida, and J. A. Fox. 2005. Rapid evolution and the convergence of ecological and evolutionary time. Ecology Letters 8:1114-1127. (Pubitemid 41345842)
    • (2005) Ecology Letters , vol.8 , Issue.10 , pp. 1114-1127
    • Hairston Jr., N.G.1    Ellner, S.P.2    Geber, M.A.3    Yoshida, T.4    Fox, J.A.5
  • 18
    • 0020772177 scopus 로고
    • The estimation of age, period and cohort effects for vital rates
    • Holford, T. R. 1983. The estimation of age, period and cohort effects for vital rates. Biometrics 39:311-324.
    • (1983) Biometrics , vol.39 , pp. 311-324
    • Holford, T.R.1
  • 19
    • 0026595442 scopus 로고
    • Demography of an agestructured annual: Resampled projection matrices, elasticity analyses, and seed bank effects
    • Kalisz, S., and M. A. McPeek. 1992. Demography of an agestructured annual: resampled projection matrices, elasticity analyses, and seed bank effects. Ecology 73:1082-1093.
    • (1992) Ecology , vol.73 , pp. 1082-1093
    • Kalisz, S.1    McPeek, M.A.2
  • 20
    • 0043287767 scopus 로고    scopus 로고
    • The scaling of reproductive variability in trees
    • DOI 10.1046/j.1461-0248.2003.00513.x
    • Kerkhoff, A. J., and F. Ballantyne. 2003. The scaling of reproductive variability in trees. Ecology Letters 6:850-856. (Pubitemid 37105916)
    • (2003) Ecology Letters , vol.6 , Issue.9 , pp. 850-856
    • Kerkhoff, A.J.1    Ballantyne IV, F.2
  • 21
    • 0032489635 scopus 로고    scopus 로고
    • Capacity for plasticity in the adult owl auditory system expanded by juvenile experience
    • DOI 10.1126/science.279.5356.1531
    • Knudsen, E. I. 1998. Capacity for plasticity in the adult owl auditory system expanded by juvenile experience. Science 279:1531-1533. (Pubitemid 28217076)
    • (1998) Science , vol.279 , Issue.5356 , pp. 1531-1533
    • Knudsen, E.I.1
  • 22
    • 34547474618 scopus 로고    scopus 로고
    • The ecogenetic link between demography and evolution: Can we bridge the gap between theory and data?
    • DOI 10.1111/j.1461-0248.2007.01086.x
    • Kokko, H., and A. López-Sepulcre. 2007. The ecogenetic link between demography and evolution: can we bridge the gap between theory and data? Ecology Letters 10:773-782. (Pubitemid 47174414)
    • (2007) Ecology Letters , vol.10 , Issue.9 , pp. 773-782
    • Kokko, H.1    Lopez-Sepulcre, A.2
  • 23
    • 0036108597 scopus 로고    scopus 로고
    • Cohort effects and population dynamics
    • DOI 10.1046/j.1461-0248.2002.00317.x
    • Lindström, J., and H. Kokko. 2002. Cohort effects and population dynamics. Ecology Letters 5:338-344. (Pubitemid 34523100)
    • (2002) Ecology Letters , vol.5 , Issue.3 , pp. 338-344
    • Lindstrom, J.1    Kokko, H.2
  • 26
    • 0034144257 scopus 로고    scopus 로고
    • Population viability analyses in plants: Challenges and opportunities
    • DOI 10.1016/S0169-5347(99)01763-2, PII S0169534799017632
    • Menges, E. S. 2000. Population viability analyses in plants: challenges and opportunities. Trends in Ecology and Evolution 15:51-56. (Pubitemid 30349802)
    • (2000) Trends in Ecology and Evolution , vol.15 , Issue.2 , pp. 51-56
    • Menges, E.S.1
  • 27
    • 33947246139 scopus 로고    scopus 로고
    • Why evolutionary biologists should be demographers
    • DOI 10.1016/j.tree.2006.12.001, PII S0169534706003806
    • Metcalf, C. J. E., and S. Pavard. 2007. Why evolutionary biologists should be demographers. Trends in Ecology and Evolution 22:205-212. (Pubitemid 46427951)
    • (2007) Trends in Ecology and Evolution , vol.22 , Issue.4 , pp. 205-212
    • Metcalf, C.J.E.1    Pavard, S.2
  • 28
    • 0035342136 scopus 로고    scopus 로고
    • Compensation for a bad start: Grow now, pay later?
    • DOI 10.1016/S0169-5347(01)02124-3, PII S0169534701021243
    • Metcalfe, N. B., and P. Monaghan. 2001. Compensation for a bad start: grow now, pay later? Trends in Ecology and Evolution 16:254-260. (Pubitemid 32288153)
    • (2001) Trends in Ecology and Evolution , vol.16 , Issue.5 , pp. 254-260
    • Metcalfe, N.B.1    Monaghan, P.2
  • 29
    • 0032127108 scopus 로고    scopus 로고
    • Genetic variation and population structure of the Japanese sika deer (cervus nippon) in Hokkaido Island, based on mitochondrial D-loop sequences
    • DOI 10.1046/j.1365-294x.1998.00404.x
    • Nagata, J., R. Masuda, K. Kaji, M. Kaneko, and M. C. Yoshida. 1998. Genetic variation and population structure of the Japanese sika deer (Cervus nippon) in Hokkaido Island, based on mitochondrial D-loop sequences. Molecular Ecology 7:871-877. (Pubitemid 28348678)
    • (1998) Molecular Ecology , vol.7 , Issue.7 , pp. 871-877
    • Nagata, J.1    Masuda, R.2    Kaji, K.3    Kaneko, M.4    Yoshida, M.C.5
  • 30
    • 33751218556 scopus 로고    scopus 로고
    • The rate of senescence in maternal performance increases with early-life fecundity in red deer
    • DOI 10.1111/j.1461-0248.2006.00989.x
    • Nussey, D. H., L. E. B. Kruuk, A. Donald, M. Fowlie, and T. H. Clutton-Brock. 2006. The rate of senescence in maternal performance increases with early-life fecundity in red deer. Ecology Letters 9:1342-1350. (Pubitemid 44789726)
    • (2006) Ecology Letters , vol.9 , Issue.12 , pp. 1342-1350
    • Nussey, D.H.1    Kruuk, L.E.B.2    Donald, A.3    Fowlie, M.4    Clutton-Brock, T.H.5
  • 31
    • 36549001264 scopus 로고    scopus 로고
    • Environmental conditions in early life influence ageing rates in a wild population of red deer
    • DOI 10.1016/j.cub.2007.10.005, PII S0960982207020222
    • Nussey, D. H., L. E. B. Kruuk, A. Morris, and T. H. Clutton-Brock. 2007. Environmental conditions in early life influence ageing rates in a wild population of red deer. Current Biology 17:R1000-R1001. (Pubitemid 350180458)
    • (2007) Current Biology , vol.17 , Issue.23
    • Nussey, D.H.1    Kruuk, L.E.B.2    Morris, A.3    Clutton-Brock, T.H.4
  • 32
    • 0031892845 scopus 로고    scopus 로고
    • Patterns of variance in stage-structured populations: Evolutionary predictions and ecological implications
    • DOI 10.1073/pnas.95.1.213
    • Pfister, C. A. 1998. Patterns of variance in stage-structured populations: evolutionary predictions and ecological implications. Proceedings of the National Academy of Sciences USA 95:213-218. (Pubitemid 28103933)
    • (1998) Proceedings of the National Academy of Sciences of the United States of America , vol.95 , Issue.1 , pp. 213-218
    • Pfister, C.A.1
  • 33
    • 0043205070 scopus 로고    scopus 로고
    • Individual variation and environmental stochasticity: Implications for matrix model predictions
    • Pfister, C. A., and F. R. Stevens. 2003. Individual variation and environmental stochasticity: implications for matrix model predictions. Ecology 84:496-510. (Pubitemid 36893086)
    • (2003) Ecology , vol.84 , Issue.2 , pp. 496-510
    • Pfister, C.A.1    Stevens, F.R.2
  • 34
    • 26044453470 scopus 로고    scopus 로고
    • Beyond size: Matrix projection models for populations where size is an incomplete descriptor
    • Pfister, C. A., and M. Wang. 2005. Beyond size: matrix projection models for populations where size is an incomplete descriptor. Ecology 86:2673-2683. (Pubitemid 41408063)
    • (2005) Ecology , vol.86 , Issue.10 , pp. 2673-2683
    • Pfister, C.A.1    Wang, M.2
  • 36
    • 79951480123 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria
    • R Development Core Team. 2010. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria.
    • (2010) R: A Language and Environment for Statistical Computing
  • 37
    • 0030617889 scopus 로고    scopus 로고
    • Evaluation of the rate of evolution in natural populations of guppies (Poecilia reticulata)
    • Reznick, D. N., F. H. Shaw, F. H. Rodd, and R. G. Shaw. 1997. Evaluation of the rate of evolution in natural populations of guppies (Poecilia reticulata). Science 275:1934-1937.
    • (1997) Science , vol.275 , pp. 1934-1937
    • Reznick, D.N.1    Shaw, F.H.2    Rodd, F.H.3    Shaw, R.G.4
  • 38
    • 0022844226 scopus 로고
    • Life history variation in Geranium carolinianum. 1. Covariation between characters at different stages of the life cycle
    • Roach, D. A. 1986. Life history variation in Geranium carolinianum. 1. Covariation between characters at different stages of the life cycle. American Naturalist 128:47-57.
    • (1986) American Naturalist , vol.128 , pp. 47-57
    • Roach, D.A.1
  • 39
    • 0027140817 scopus 로고
    • Evolutionary senescence in plants
    • Roach, D. A. 1993. Evolutionary senescence in plants. Genetica 91:53-64. (Pubitemid 2033393)
    • (1993) Genetica , vol.91 , Issue.1-3 , pp. 53-64
    • Roach, D.A.1
  • 40
    • 0037881324 scopus 로고    scopus 로고
    • Age-specific demography in Plantago: Variation among cohorts in a natural plant population
    • Roach, D. A. 2003. Age-specific demography in Plantago: variation among cohorts in a natural plant population. Ecology 84:749-756. (Pubitemid 36893061)
    • (2003) Ecology , vol.84 , Issue.3 , pp. 749-756
    • Roach, D.A.1
  • 41
    • 3342921813 scopus 로고    scopus 로고
    • Age-specific demography in plantago: Uncovering age-dependent mortality in a natural population
    • DOI 10.1086/421301
    • Roach, D. A., and J. Gampe. 2004. Age-specific demography in Plantago: uncovering age-dependent mortality in a natural population. American Naturalist 164:60-69. (Pubitemid 38991832)
    • (2004) American Naturalist , vol.164 , Issue.1 , pp. 60-69
    • Roach, D.A.1    Gampe, J.2
  • 42
    • 67449128449 scopus 로고    scopus 로고
    • Longitudinal analysis of Plantago: Age by environment interactions reveal aging
    • Roach, D. A., C. E. Ridley, and J. L. Dudycha. 2009. Longitudinal analysis of Plantago: age by environment interactions reveal aging. Ecology 90:1427-1433.
    • (2009) Ecology , vol.90 , pp. 1427-1433
    • Roach, D.A.1    Ridley, C.E.2    Dudycha, J.L.3
  • 43
    • 0033946940 scopus 로고    scopus 로고
    • Avian life history variation and contribution of demographic traits to the population growth rate
    • Sæther, B.-E., and Ø. Bakke. 2000. Avian life history variation and contribution of demographic traits to the population growth rate. Ecology 81:642-653. (Pubitemid 30437990)
    • (2000) Ecology , vol.81 , Issue.3 , pp. 642-653
    • Saether, B.-E.1    Bakke, O.2
  • 44
    • 78649707145 scopus 로고    scopus 로고
    • Matrix dimensions bias demographic inferences: Implications for comparative plant demography
    • Salguero-Gomez, R., and J. B. Plotkin. 2010. Matrix dimensions bias demographic inferences: implications for comparative plant demography. American Naturalist 176:710-722.
    • (2010) American Naturalist , vol.176 , pp. 710-722
    • Salguero-Gomez, R.1    Plotkin, J.B.2
  • 45
    • 79251576147 scopus 로고    scopus 로고
    • The newest synthesis: Understanding the interplay of evolutionary and ecological dynamics
    • Schoener, T. W. 2011. The newest synthesis: understanding the interplay of evolutionary and ecological dynamics. Science 331:426-429.
    • (2011) Science , vol.331 , pp. 426-429
    • Schoener, T.W.1
  • 46
    • 77949303728 scopus 로고    scopus 로고
    • Longitudinal analysis of Plantago: Adaptive benefits of iteroparity in a short-lived, herbaceous perennial
    • Shefferson, R. P., and D. A. Roach. 2010. Longitudinal analysis of Plantago: adaptive benefits of iteroparity in a short-lived, herbaceous perennial. Ecology 91:441-447.
    • (2010) Ecology , vol.91 , pp. 441-447
    • Shefferson, R.P.1    Roach, D.A.2
  • 47
    • 84861354049 scopus 로고    scopus 로고
    • SPSS, SPSS, Chicago, Illinois, USA
    • SPSS. 2010. SPSS PASW Statistics 18.0. SPSS, Chicago, Illinois, USA.
    • (2010) SPSS PASW Statistics 18.0
  • 48
    • 37649014475 scopus 로고    scopus 로고
    • Estimating and analyzing demographic models using the popbio package in R
    • Stubben, C. J., and B. G. Milligan. 2007. Estimating and analyzing demographic models using the popbio package in R. Journal of Statistical Software 22:11.
    • (2007) Journal of Statistical Software , vol.22 , pp. 11
    • Stubben, C.J.1    Milligan, B.G.2
  • 49
    • 0026302621 scopus 로고
    • Phenotypic plasticity as a component of evolutionary change
    • Thompson, J. D. 1991. Phenotypic plasticity as a component of evolutionary change. Trends in Ecology and Evolution 6:246-249. (Pubitemid 121002985)
    • (1991) Trends in Ecology and Evolution , vol.6 , Issue.8 , pp. 246-249
    • Thompson, J.D.1
  • 51
    • 0005304138 scopus 로고
    • Biogeography and human effects
    • P. J. C. Kuiper and M. Bos, editors, Springer, Berlin, Germany
    • van der Aart, P. J. M., and J. C. Aulto. 1992. Biogeography and human effects. Pages 5-6 in P. J. C. Kuiper and M. Bos, editors. Plantago: a multidisciplinary study. Springer, Berlin, Germany.
    • (1992) Plantago: A Multidisciplinary Study , pp. 5-6
    • Van Der Aart, P.J.M.1    Aulto, J.C.2
  • 52
    • 0024197951 scopus 로고
    • The contrasting dynamics of two populations of Plantago lanceolata classified by age and size
    • van Groenendael, J. M., and P. Slim. 1988. The contrasting dynamics of two populations of Plantago lanceolata classified by age and size. Journal of Ecology 76:585-599. (Pubitemid 19321963)
    • (1988) Journal of Ecology , vol.76 , Issue.2 , pp. 585-599
    • Van Groenendael, J.M.1    Slim, P.2
  • 53
    • 0026292445 scopus 로고
    • Genetic differentiation between populations of Plantago lanceolata. I. Local adaptation in three contrasting habitats
    • van Tienderen, P. H., and J. van der Toorn. 1991. Genetic differentiation between populations of Plantago lanceolata. I. Local adaptation in three contrasting habitats. Journal of Ecology 79:27-42.
    • (1991) Journal of Ecology , vol.79 , pp. 27-42
    • Van Tienderen, P.H.1    Van Der Toorn, J.2
  • 54
    • 1642396359 scopus 로고    scopus 로고
    • New insights from fine-scale spatial genetic structure analyses in plant populations
    • DOI 10.1046/j.1365-294X.2004.02076.x, Analytical Mehods in Phylogeography and Genetic Strucure
    • Vekemans, X., and O. J. Hardy. 2004. New insights from finescale spatial genetic structure analyses in plant populations. Molecular Ecology 13:921-935. (Pubitemid 38390597)
    • (2004) Molecular Ecology , vol.13 , Issue.4 , pp. 921-935
    • Vekemans, X.1    Hardy, O.J.2


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