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Volumn 129, Issue 1, 2017, Pages 19-33

Predicting optimal in vitro culture medium for Pistacia vera micropropagation using neural networks models

Author keywords

6 Benzylaminopurine; Culture media design; Formulation and optimization; Indol 3 butyric acid; Physiological disorders; Pistacia vera cv. Ghazvini rootstock

Indexed keywords

AMINO ACIDS; ARTIFICIAL INTELLIGENCE; BUTYRIC ACID; COMPUTER CIRCUITS; FUZZY NEURAL NETWORKS; GENETIC ALGORITHMS; NEURAL NETWORKS; PHYSIOLOGICAL MODELS; PHYSIOLOGY; PLANTS (BOTANY); TISSUE CULTURE; VITAMINS;

EID: 85011554733     PISSN: 01676857     EISSN: 15735044     Source Type: Journal    
DOI: 10.1007/s11240-016-1152-9     Document Type: Article
Times cited : (37)

References (54)
  • 1
    • 33747417520 scopus 로고
    • In vitro propagation of Pistachio (Pistacia vera L. cv Mateur). Effects of culture media
    • Abousalim A (1991) In vitro propagation of Pistachio (Pistacia vera L. cv Mateur). Effects of culture media. Actes Inst Agron Vet 11:23–26
    • (1991) Actes Inst Agron Vet , vol.11 , pp. 23-26
    • Abousalim, A.1
  • 2
    • 0027966247 scopus 로고
    • A practical method for alleviating shoot-tip necrosis symptoms in in vitro shoot cultures of Pistacia vera cv. Mateur
    • Abousalim A, Mantell S (1994) A practical method for alleviating shoot-tip necrosis symptoms in in vitro shoot cultures of Pistacia vera cv. Mateur. J Hortic Sci 69:357–366
    • (1994) J Hortic Sci , vol.69 , pp. 357-366
    • Abousalim, A.1    Mantell, S.2
  • 3
    • 84888072137 scopus 로고    scopus 로고
    • Effect of vitamins on in vitro organogenesis of plant
    • COI: 1:CAS:528:DC%2BC38XntFOrsLc%3D
    • Abrahamian P, Arumugam K (2011) Effect of vitamins on in vitro organogenesis of plant. Am J Plant Sci 2:669–674. doi:10.4236/ajps.2011.25080
    • (2011) Am J Plant Sci , vol.2 , pp. 669-674
    • Abrahamian, P.1    Arumugam, K.2
  • 4
    • 84897070643 scopus 로고    scopus 로고
    • Micropropagation of the pistachio and its rootstocks by temporary immersion system
    • COI: 1:CAS:528:DC%2BC2cXisV2ntA%3D%3D
    • Akdemir H, Süzerer V, Onay A, Tilkat E, Ersali Y, Çiftçi YO (2014) Micropropagation of the pistachio and its rootstocks by temporary immersion system. Plant Cell Tissue Org Cult 117:65–76. doi:10.1007/s11240-013-0421-0
    • (2014) Plant Cell Tissue Org Cult , vol.117 , pp. 65-76
    • Akdemir, H.1    Süzerer, V.2    Onay, A.3    Tilkat, E.4    Ersali, Y.5    Çiftçi, Y.O.6
  • 5
    • 85015583492 scopus 로고    scopus 로고
    • Effects of calcium gluconate and ascorbic acid on controlling shoot necrosis during micropropagation of primocane-fruiting raspberry (Rubus idaeus L.) cultivars
    • COI: 1:CAS:528:DC%2BC2cXitVyju7vF
    • Amalia F, Debnath S, Yeoung Y (2014) Effects of calcium gluconate and ascorbic acid on controlling shoot necrosis during micropropagation of primocane-fruiting raspberry (Rubus idaeus L.) cultivars. Afr J Biotechnol 13:4361–4368. doi:10.5897/AJB2014.14201
    • (2014) Afr J Biotechnol , vol.13 , pp. 4361-4368
    • Amalia, F.1    Debnath, S.2    Yeoung, Y.3
  • 6
    • 77349086638 scopus 로고    scopus 로고
    • Effect of nutrient media on axillary shoot proliferation and preconditioning for adventitious shoot regeneration of pears
    • Bell R, Srinivasan C, Lomberk D (2009) Effect of nutrient media on axillary shoot proliferation and preconditioning for adventitious shoot regeneration of pears. In Vitro Cell Dev Biol Plant 45:708–714. doi:10.1007/s11627-009-9196-8
    • (2009) In Vitro Cell Dev Biol Plant , vol.45 , pp. 708-714
    • Bell, R.1    Srinivasan, C.2    Lomberk, D.3
  • 7
    • 84856001597 scopus 로고    scopus 로고
    • Micropropagation and ex vitro rooting of pistachio (Pistacia vera L.)
    • Benmahioul B, Dorion N, Kaid-Harche M, Daguin F (2012) Micropropagation and ex vitro rooting of pistachio (Pistacia vera L.). Plant Cell Tissue Org Cult 108:353–358. doi:10.1007/s11240-011-0040-6
    • (2012) Plant Cell Tissue Org Cult , vol.108 , pp. 353-358
    • Benmahioul, B.1    Dorion, N.2    Kaid-Harche, M.3    Daguin, F.4
  • 8
    • 85015580185 scopus 로고    scopus 로고
    • Overfitting in neural networks: backpropagation, conjugate gradient, and early stopping. In: Proceedings of neural information processing systems conference, Denver, pp
    • Caruana R, Lawrence S, Giles CL (2000) Overfitting in neural networks: backpropagation, conjugate gradient, and early stopping. In: Proceedings of neural information processing systems conference, Denver, pp. 402–408
    • (2000) 402–408
    • Caruana, R.1    Lawrence, S.2    Giles, C.L.3
  • 9
    • 77953371536 scopus 로고    scopus 로고
    • Novel approaches to neural and evolutionary computing in pharmaceutical formulation: challenges and new possibilities
    • COI: 1:CAS:528:DC%2BD1MXhtFSgtbbE, PID: 21426034
    • Colbourn EA, Rowe RC (2009) Novel approaches to neural and evolutionary computing in pharmaceutical formulation: challenges and new possibilities. Future Med Chem 1(4):713–726. doi:10.4155/fmc.09.57
    • (2009) Future Med Chem , vol.1 , Issue.4 , pp. 713-726
    • Colbourn, E.A.1    Rowe, R.C.2
  • 10
    • 85015600437 scopus 로고    scopus 로고
    • Improving Pistacia vera micropropagation: with emphasis on the efficiency of minerals, vitamins and PGRs
    • Delijam MA, Garoosi GA, Nezami-Alanagh E, Hosseini R (2016) Improving Pistacia vera micropropagation: with emphasis on the efficiency of minerals, vitamins and PGRs. J Plant Mol Breed 4:43–54
    • (2016) J Plant Mol Breed , vol.4 , pp. 43-54
    • Delijam, M.A.1    Garoosi, G.A.2    Nezami-Alanagh, E.3    Hosseini, R.4
  • 11
    • 0029189633 scopus 로고
    • Improved shoot-tip micropropagation of Pistacia vera L. and the beneficial effects of methyl jasmonate
    • COI: 1:CAS:528:DyaK28Xht1Gns7g%3D
    • Dolcet-Sanjuan R, Claveria E (1995) Improved shoot-tip micropropagation of Pistacia vera L. and the beneficial effects of methyl jasmonate. J Am Soc Hortic Sci 120:938–942
    • (1995) J Am Soc Hortic Sci , vol.120 , pp. 938-942
    • Dolcet-Sanjuan, R.1    Claveria, E.2
  • 12
    • 0001467258 scopus 로고
    • In vitro propagation of Paradox walnut rootstock
    • Driver J, Kuniyuki A (1984) In vitro propagation of Paradox walnut rootstock. HortScience 19:507–509
    • (1984) HortScience , vol.19 , pp. 507-509
    • Driver, J.1    Kuniyuki, A.2
  • 13
    • 0000184148 scopus 로고
    • Studies on the growth requirements and growth measurements of cell cultures of Haplopappus gracilis
    • COI: 1:CAS:528:DyaF28XivFaqtQ%3D%3D
    • Eriksson T (1965) Studies on the growth requirements and growth measurements of cell cultures of Haplopappus gracilis. Physiol Plant 18(4):976–993. doi:10.1111/j.1399-3054.1965.tb06994.x
    • (1965) Physiol Plant , vol.18 , Issue.4 , pp. 976-993
    • Eriksson, T.1
  • 14
    • 70450222327 scopus 로고    scopus 로고
    • Artificial neural networks as an alternative to the traditional statistical methodology in plant research
    • Gago J, Martínez-Núñez L, Landín M, Gallego PP (2010a) Artificial neural networks as an alternative to the traditional statistical methodology in plant research. J Plant Physiol 167:23–27. doi:10.1016/j.jplph.2009.07.007
    • (2010) J Plant Physiol , vol.167 , pp. 23-27
    • Gago, J.1    Martínez-Núñez, L.2    Landín, M.3    Gallego, P.P.4
  • 15
    • 77955662214 scopus 로고    scopus 로고
    • Artificial neural networks modeling the in vitro rhizogenesis and acclimatization of Vitis vinifera L
    • Gago J, Landín M, Gallego PP (2010b) Artificial neural networks modeling the in vitro rhizogenesis and acclimatization of Vitis vinifera L. J Plant Physiol 167:1226–1231
    • (2010) J Plant Physiol , vol.167 , pp. 1226-1231
    • Gago, J.1    Landín, M.2    Gallego, P.P.3
  • 16
    • 84860199958 scopus 로고    scopus 로고
    • Strengths of artificial neural networks in modeling complex plant processes
    • Gago J, Landín M, Gallego PP (2010c) Strengths of artificial neural networks in modeling complex plant processes. Plant Signal Behav 5:743–745. doi:10.1016/j.jplph.2009.07.007
    • (2010) Plant Signal Behav , vol.5 , pp. 743-745
    • Gago, J.1    Landín, M.2    Gallego, P.P.3
  • 17
    • 77954314374 scopus 로고    scopus 로고
    • A neurofuzzy logic approach for modeling plant processes: a practical case of in vitro direct rooting and acclimatization of Vitis vinifera
    • Gago J, Landín M, Gallego PP (2010d) A neurofuzzy logic approach for modeling plant processes: a practical case of in vitro direct rooting and acclimatization of Vitis vinifera. Plant Sci 179:241–249. doi:10.1016/j.plantsci.2010.05.009
    • (2010) Plant Sci , vol.179 , pp. 241-249
    • Gago, J.1    Landín, M.2    Gallego, P.P.3
  • 18
    • 79961027786 scopus 로고    scopus 로고
    • Improving knowledge of plant tissue culture and media formulation by neurofuzzy logic: a practical case of data mining using apricot databases
    • COI: 1:CAS:528:DC%2BC3MXpvFGhsrg%3D, PID: 21676490
    • Gago J, Pérez-Tornero O, Landin M, Burgos L, Gallego PP (2011) Improving knowledge of plant tissue culture and media formulation by neurofuzzy logic: a practical case of data mining using apricot databases. J Plant Physiol 168:1858–1865. doi:10.1016/j.jplph.2011.04.008
    • (2011) J Plant Physiol , vol.168 , pp. 1858-1865
    • Gago, J.1    Pérez-Tornero, O.2    Landin, M.3    Burgos, L.4    Gallego, P.P.5
  • 20
    • 0014276538 scopus 로고
    • Nutrient requirement of suspensions cultures of soybean root cells
    • COI: 1:CAS:528:DyaF1cXktVyqtLw%3D, PID: 5650857
    • Gamborg OL, Miller RA, Ojima K (1968) Nutrient requirement of suspensions cultures of soybean root cells. Exp Cell Res 50:151–158. doi:10.1016/0014-4827(68)90403-5
    • (1968) Exp Cell Res , vol.50 , pp. 151-158
    • Gamborg, O.L.1    Miller, R.A.2    Ojima, K.3
  • 21
    • 84865224511 scopus 로고    scopus 로고
    • Factors affecting shoot-tip necrosis of Pistacia vera L. shoots cultured in vitro
    • García E, Lorente P, Marín J, Andreu P, Arbeloa A (2011) Factors affecting shoot-tip necrosis of Pistacia vera L. shoots cultured in vitro. Inf Téc Econ Agrar 107:315–323
    • (2011) Inf Téc Econ Agrar , vol.107 , pp. 315-323
    • García, E.1    Lorente, P.2    Marín, J.3    Andreu, P.4    Arbeloa, A.5
  • 23
    • 0007450102 scopus 로고    scopus 로고
    • The role of ethylene on direct shoot bud regeneration from mangosteen (Garcinia mangostana L.) leaves cultured in vitro
    • COI: 1:CAS:528:DyaK2sXjsF2qt70%3D
    • Goh C, Ng S, Lakshmanan P, Loh C (1997) The role of ethylene on direct shoot bud regeneration from mangosteen (Garcinia mangostana L.) leaves cultured in vitro. Plant Sci 124:193–202. doi:10.1016/S0168-9452(97)04606-2
    • (1997) Plant Sci , vol.124 , pp. 193-202
    • Goh, C.1    Ng, S.2    Lakshmanan, P.3    Loh, C.4
  • 24
    • 41849143377 scopus 로고    scopus 로고
    • Response surface methodology in media optimization for production of β-carotene from Daucus carota
    • COI: 1:CAS:528:DC%2BD1cXkt12nsrc%3D
    • Hanchinal VM, Survase SA, Sawant SK, Annapure US (2008) Response surface methodology in media optimization for production of β-carotene from Daucus carota. Plant Cell Tissue Org 93:123–132. doi:10.1007/s11240-008-9350-8
    • (2008) Plant Cell Tissue Org , vol.93 , pp. 123-132
    • Hanchinal, V.M.1    Survase, S.A.2    Sawant, S.K.3    Annapure, U.S.4
  • 25
    • 0037802733 scopus 로고
    • The influence of the composition of the medium on growth in vitro of excised tobacco and sunflower tissue cultures
    • COI: 1:CAS:528:DyaH28XjtFeqsg%3D%3D
    • Hildebrandt A, Riker A, Duggar B (1946) The influence of the composition of the medium on growth in vitro of excised tobacco and sunflower tissue cultures. Am J Bot 33:591–597
    • (1946) Am J Bot , vol.33 , pp. 591-597
    • Hildebrandt, A.1    Riker, A.2    Duggar, B.3
  • 26
    • 77949488653 scopus 로고    scopus 로고
    • Advances in artificial neural networks—methodological development and application
    • Huang Y (2009) Advances in artificial neural networks—methodological development and application. Algorithms 2:973–1007. doi:10.3390/algor2030973.
    • (2009) Algorithms , vol.2 , pp. 973-1007
    • Huang, Y.1
  • 28
    • 70350205614 scopus 로고    scopus 로고
    • 3 ratio influence shoot regeneration and hyperhydricity in tissue cultured Aloe polyphylla
    • COI: 1:CAS:528:DC%2BD1MXhtFyqtrrK
    • − ratio influence shoot regeneration and hyperhydricity in tissue cultured Aloe polyphylla. Plant Cell Tissue Org Cult 99:167–174. doi:10.1007/s11240-009-9589-8
    • (2009) Plant Cell Tissue Org Cult , vol.99 , pp. 167-174
    • Ivanova, M.1    Van Staden, J.2
  • 29
    • 84964266927 scopus 로고    scopus 로고
    • Predicting in vitro culture medium macro-nutrients composition for pear rootstocks using regression analysis and neural network models
    • Jamshidi S, Yadollahi A, Ahmadi H, Arab MM, Eftekhari M (2016) Predicting in vitro culture medium macro-nutrients composition for pear rootstocks using regression analysis and neural network models. Front Plant Sci 7:1–12. doi:10.3389/fpls.2016.00274
    • (2016) Front Plant Sci , vol.7 , pp. 1-12
    • Jamshidi, S.1    Yadollahi, A.2    Ahmadi, H.3    Arab, M.M.4    Eftekhari, M.5
  • 31
    • 84904142969 scopus 로고    scopus 로고
    • Artificial neural network technology to model, understand and optimize drug formulations
    • Woodhead Publishing, Cambridge
    • Landín M, Rowe R (2013) Artificial neural network technology to model, understand and optimize drug formulations. In: Formulation tools for pharmaceutical development, 1st edn. Woodhead Publishing, Cambridge, pp 7–77
    • (2013) Formulation tools for pharmaceutical development , pp. 7-77
    • Landín, M.1    Rowe, R.2
  • 32
    • 85015588958 scopus 로고
    • Commercially-feasible micropropagation of mountain laurel, Kalmia latifolia, by use of shoot-tip culture. In: Combined proceedings, international plant propagators’ society
    • Lloyd G, McCown B (1980) Commercially-feasible micropropagation of mountain laurel, Kalmia latifolia, by use of shoot-tip culture. In: Combined proceedings, international plant propagators’ society, pp 421–427
    • (1980) pp 421–427
    • Lloyd, G.1    McCown, B.2
  • 33
    • 0033456733 scopus 로고    scopus 로고
    • Elimination of browning exudate and in vitro development of shoots in Pistacia vera L. cv. mateur and Pistacia atlantica desf. culture
    • Mederos-Molina S, Trujillo MI (1999) Elimination of browning exudate and in vitro development of shoots in Pistacia vera L. cv. mateur and Pistacia atlantica desf. culture. Acta Soc Bot Pol 68:21–24. doi:10.5586/asbp.1999.004
    • (1999) Acta Soc Bot Pol , vol.68 , pp. 21-24
    • Mederos-Molina, S.1    Trujillo, M.I.2
  • 34
    • 84872496331 scopus 로고    scopus 로고
    • Efficiency of neural network-based combinatorial model predicting optimal culture conditions for maximum biomass yields in hairy root cultures
    • COI: 1:CAS:528:DC%2BC3sXosVKjtw%3D%3D, PID: 23143691
    • Mehrotra S, Prakash O, Khan F, Kukreja A (2013) Efficiency of neural network-based combinatorial model predicting optimal culture conditions for maximum biomass yields in hairy root cultures. Plant Cell Rep 32:309–317. doi:10.1007/s00299-012-1364-3
    • (2013) Plant Cell Rep , vol.32 , pp. 309-317
    • Mehrotra, S.1    Prakash, O.2    Khan, F.3    Kukreja, A.4
  • 35
    • 84982358134 scopus 로고
    • A revised medium for rapid growth and bio assays with tobacco tissue cultures
    • COI: 1:CAS:528:DyaF3sXksFKm
    • Murashige T, Skoog F (1962) A revised medium for rapid growth and bio assays with tobacco tissue cultures. Physiol Plant 15:473–497. doi:10.1111/j.1399-3054.1962.tb08052.x
    • (1962) Physiol Plant , vol.15 , pp. 473-497
    • Murashige, T.1    Skoog, F.2
  • 36
    • 84900006179 scopus 로고    scopus 로고
    • The effect of PGRs on in vitro shoot multiplication of GF677 hybrid (Prunus persica × P. amygdalus) rootstock on GNH medium
    • Nezami-Alanagh E, Garoosi GA, Haddad R (2010) The effect of PGRs on in vitro shoot multiplication of GF677 hybrid (Prunus persica × P. amygdalus) rootstock on GNH medium. Iran J Genet Plant Breed 1: 34–43
    • (2010) Iran J Genet Plant Breed , vol.1 , pp. 34-43
    • Nezami-Alanagh, E.1    Garoosi, G.A.2    Haddad, R.3
  • 37
    • 84900032185 scopus 로고    scopus 로고
    • Design of tissue culture media for efficient Prunus rootstock micropropagation using artificial intelligence models
    • Nezami-Alanagh E, Garoosi GA, Haddad R, Maleki S, Landin M, Gallego PP (2014) Design of tissue culture media for efficient Prunus rootstock micropropagation using artificial intelligence models. Plant Cell Tissue Org Cult 117:349–359. doi:10.1007/s11240-014-0444-1
    • (2014) Plant Cell Tissue Org Cult , vol.117 , pp. 349-359
    • Nezami-Alanagh, E.1    Garoosi, G.A.2    Haddad, R.3    Maleki, S.4    Landin, M.5    Gallego, P.P.6
  • 38
    • 33744547588 scopus 로고    scopus 로고
    • A solution to the problem of ion confounding in experimental biology
    • COI: 1:CAS:528:DC%2BD28XkvVWluro%3D, PID: 16721374
    • Niedz R, Evens T (2006) A solution to the problem of ion confounding in experimental biology. Nat Methods 3:417. doi:10.1038/nmeth0606-417
    • (2006) Nat Methods , vol.3 , pp. 417
    • Niedz, R.1    Evens, T.2
  • 39
    • 0033864487 scopus 로고    scopus 로고
    • Micropropagation of pistachio from mature trees
    • Onay A (2000) Micropropagation of pistachio from mature trees. Plant Cell Tissue Org Cult 60:159–163. doi:10.1023/A:1006423914951
    • (2000) Plant Cell Tissue Org Cult , vol.60 , pp. 159-163
    • Onay, A.1
  • 40
    • 23944510204 scopus 로고    scopus 로고
    • In vitro response of pistachio nodal explants to silver nitrate
    • COI: 1:CAS:528:DC%2BD2MXptVeltbg%3D
    • Ozden-Tokatli Y, Ozudogru E, Akcin A (2005) In vitro response of pistachio nodal explants to silver nitrate. Sci Hortic 106:415–426. doi:10.1016/j.scienta.2005.04.001
    • (2005) Sci Hortic , vol.106 , pp. 415-426
    • Ozden-Tokatli, Y.1    Ozudogru, E.2    Akcin, A.3
  • 41
    • 84897043149 scopus 로고    scopus 로고
    • Agrobacterium-mediated transformation of wheat: general overview and new approaches to model and identify the key factors involved. Transgenic plants: advances and limitations Rijeka. Intech Open Access Publisher
    • Perez-Piñeiro P, Gago J, Landín M, Gallego PP (2012) Agrobacterium-mediated transformation of wheat: general overview and new approaches to model and identify the key factors involved. Transgenic plants: advances and limitations Rijeka. Intech Open Access Publisher, Rijeka, pp 1–26
    • (2012) Rijeka , pp. 1-26
    • Perez-Piñeiro, P.1    Gago, J.2    Landín, M.3    Gallego, P.P.4
  • 42
    • 0034463039 scopus 로고    scopus 로고
    • Different media requirements for micropropagation of apricot cultivars
    • Pérez-Tornero O, Burgos L (2000) Different media requirements for micropropagation of apricot cultivars. Plant Cell Tissue Org Cult 63:133–141. doi:10.1023/A:1006430718024
    • (2000) Plant Cell Tissue Org Cult , vol.63 , pp. 133-141
    • Pérez-Tornero, O.1    Burgos, L.2
  • 44
    • 72149085195 scopus 로고    scopus 로고
    • Factors affecting adventitious regeneration from in vitro leaf explants of ‘Improved French’ plum, the most important dried plum cultivar in the USA
    • COI: 1:CAS:528:DC%2BC3cXhtFOnur8%3D
    • Petri C, Scorza R (2010) Factors affecting adventitious regeneration from in vitro leaf explants of ‘Improved French’ plum, the most important dried plum cultivar in the USA. Ann Appl Biol 156:79–89. doi:10.1111/j.1744-7348.2009.00364.x
    • (2010) Ann Appl Biol , vol.156 , pp. 79-89
    • Petri, C.1    Scorza, R.2
  • 45
    • 84960116533 scopus 로고    scopus 로고
    • 3, and total nitrogen
    • COI: 1:CAS:528:DC%2BC28XktFehs7o%3D
    • −, and total nitrogen. In vitro Cell Dev Biol Plant 52(3): 265–275. doi:10.1007/s11627-016-9750-0
    • (2016) In vitro Cell Dev Biol Plant , vol.52 , Issue.3 , pp. 265-275
    • Poothong, S.1    Reed, B.M.2
  • 46
    • 50449098659 scopus 로고    scopus 로고
    • Applications and potentials of artificial neural networks in plant tissue culture
    • Dutta Gupta S, Ibaraki Y, (eds), Springer, Berlin
    • Prasad VSS, Dutta Gupta S (2008) Applications and potentials of artificial neural networks in plant tissue culture. In: Dutta Gupta S, Ibaraki Y (eds) Plant tissue culture engineering. Springer, Berlin, pp 47–67
    • (2008) Plant tissue culture engineering , pp. 47-67
    • Prasad, V.S.S.1    Dutta Gupta, S.2
  • 47
    • 84962812616 scopus 로고    scopus 로고
    • Artificial neural network-based model for the prediction of optimal growth and culture conditions for maximum biomass accumulation in multiple shoot cultures of Centella asiatica
    • Prasad A, Prakash O, Mehrotra S, Khan F, Mathur AK, Mathur A (2016) Artificial neural network-based model for the prediction of optimal growth and culture conditions for maximum biomass accumulation in multiple shoot cultures of Centella asiatica. Protoplasma. doi:10.1007/s00709-016-0953-3
    • (2016) Protoplasma
    • Prasad, A.1    Prakash, O.2    Mehrotra, S.3    Khan, F.4    Mathur, A.K.5    Mathur, A.6
  • 48
    • 0001773224 scopus 로고
    • Recovery of plants from leaf protoplasts of hybrid-poplar and aspen clones
    • COI: 1:STN:280:DC%2BC2c7ntlCmtA%3D%3D, PID: 24241417
    • Russell JA, McCown BH (1988) Recovery of plants from leaf protoplasts of hybrid-poplar and aspen clones. Plant Cell Rep 7:59–62. doi:10.1007/BF00272979
    • (1988) Plant Cell Rep , vol.7 , pp. 59-62
    • Russell, J.A.1    McCown, B.H.2
  • 49
    • 85015603368 scopus 로고    scopus 로고
    • Control of shoot-tip necrosis in shoot cultures of Portulaca grandiflora Hook
    • Srivastava A, Joshi A (2013) Control of shoot-tip necrosis in shoot cultures of Portulaca grandiflora Hook. Not Sci Biol 5:45–49. doi:10.15835/nsb.5.1.9009
    • (2013) Not Sci Biol , vol.5 , pp. 45-49
    • Srivastava, A.1    Joshi, A.2
  • 50
    • 33646466003 scopus 로고    scopus 로고
    • In vitro propagation of khinjuk pistachio (Pistacia khinjuk Stocks) through seedling apical shoot-tip culture
    • Tilkat E, Işikalan Ç, Onay A (2005) In vitro propagation of khinjuk pistachio (Pistacia khinjuk Stocks) through seedling apical shoot-tip culture. Propag Ornam Plants 5:124–128
    • (2005) Propag Ornam Plants , vol.5 , pp. 124-128
    • Tilkat, E.1    Işikalan, Ç.2    Onay, A.3
  • 51
    • 0002316982 scopus 로고
    • Towards a model of mineral nutrition in vitro
    • Kurata K, Kozai T, (eds), Kluwer Academic Publisher, Dordrecht
    • Williams RR (1992) Towards a model of mineral nutrition in vitro. In: Kurata K, Kozai T (eds) Transplant production systems. Kluwer Academic Publisher, Dordrecht, pp 213–229
    • (1992) Transplant production systems , pp. 213-229
    • Williams, R.R.1
  • 52
    • 84856795812 scopus 로고    scopus 로고
    • Micropropagation of Pistacia lentiscus L. from axenic seedling-derived explants
    • Yıldırım H (2012) Micropropagation of Pistacia lentiscus L. from axenic seedling-derived explants. Sci Hortic 137:29–35. doi:10.1016/j.scienta.2012.01.020
    • (2012) Sci Hortic , vol.137 , pp. 29-35
    • Yıldırım, H.1
  • 53
    • 27744508848 scopus 로고
    • Calcium gluconate can be used as a calcium source in plant tissue culture media
    • Abstracts VI international congress of plant tissue and cell culture. International Association Plant Tissue Culture, Minneapolis
    • Zeldin EL, McCown BH (1986) Calcium gluconate can be used as a calcium source in plant tissue culture media. In: Somers DA, Gegenbach BG, Biesboer DD, Hackett WP, Green CE (eds) Abstracts VI international congress of plant tissue and cell culture. International Association Plant Tissue Culture, Minneapolis, pp 57
    • (1986) Somers DA , pp. 57
    • Zeldin, E.L.1    McCown, B.H.2    Gegenbach, B.G.3    Biesboer, D.D.4    Hackett, W.P.5    Green, C.E.6
  • 54
    • 84883752562 scopus 로고    scopus 로고
    • Neural modeling of plant tissue cultures: a review
    • COI: 1:CAS:528:DC%2BC3sXhvVShtL3F
    • Zielinska A, Kepczynska E (2013) Neural modeling of plant tissue cultures: a review. BioTechnologia 94:253–268. doi:10.5114/bta.2013.46419
    • (2013) BioTechnologia , vol.94 , pp. 253-268
    • Zielinska, A.1    Kepczynska, E.2


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