Improving knowledge of plant tissue culture and media formulation by neurofuzzy logic: A practical case of data mining using apricot databases

Journal of Plant Physiology

Volumn 168, Issue 15, 2011, Pages 1858-1865

  Gago, Jorge ^a   Pérez Tornero, Olaya ^b   Landín, Mariana ^c   Burgos, Lorenzo ^d   Gallego, Pedro P ^a  

^a UNIVERSITY OF VIGO   (Spain)

^b IMIDA   (Spain)

^c UNIVERSITY OF SANTIAGO DE COMPOSTELA   (Spain)

^d RESEARCH GROUP ON QUALITY   (Spain)

Author keywords

Ammonium; Artificial intelligence; Benzyladenine; Mineral nutrition; Model; Nitrate

Indexed keywords

MINERAL;

ARTICLE; BIOLOGICAL MODEL; CHEMISTRY; CULTURE MEDIUM; DATA MINING; FACTUAL DATABASE; FUZZY LOGIC; GROWTH, DEVELOPMENT AND AGING; KNOWLEDGE; METHODOLOGY; PLANT; PRUNUS; TISSUE CULTURE TECHNIQUE;

CULTURE MEDIA; DATA MINING; DATABASES, FACTUAL; FUZZY LOGIC; KNOWLEDGE; MINERALS; MODELS, BIOLOGICAL; PLANT SHOOTS; PRUNUS; TISSUE CULTURE TECHNIQUES;

PRUNUS ARMENIACA;

EID: 79961027786     PISSN: 01761617     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jplph.2011.04.008     Document Type: Article

References (33)

1. Burkholder P.R., Nickell L.G. A typical growth of plants I. Cultivation of virus tumour of Rumex on nutrient agar. Bot Gaz 1949, 110:426-437.
2. Colbourn E. Neural computing: enable intelligent formulations. Pharm Tech Suppl 2003, 10:16-20.
3. Colbourn E., Rowe R.C. Neural computing and pharmaceutical formulation. Encyclopedia of pharmaceutical technology 2005, 145-157. Marcel Dekker, New York. J. Swarbrick, J.C. Boylan (Eds.).
4. De Fossard R.A., Myrint A., Lee E.C.M. A broad spectrum tissue culture experiment with tobacco (Nicotiana tabacum) pith tissue callus. Physiol Plant 1974, 30:125-130.
5. Gago J., Martínez-Núñez L., Landín M., Gallego P.P. Artificial neural networks as an alternative to the traditional statistical methodology in plant research. J Plant Physiol 2010, 167:23-27.
6. Gago J., Landín M., Gallego P.P. Artificial neural networks modeling the in vitro rhizogenesis and acclimatization of Vitis vinifera L. J Plant Physiol 2010, 167:1226-1231.
7. Gago J., Landín M., Gallego P.P. Strengths of artificial neural networks in modeling complex plant processes. Plant Signal Behav 2010, 5:1-3.
8. Gago J., Landín M., Gallego P.P. A neurofuzzy logic approach for modeling plant processes: a practical case of in vitro direct rooting and acclimatization of Vitis vinifera L. Plant Sci 2010, 179:241-249.
9. Gallego P.P., Gago J., Landin M. Artificial neural networks technology to model and predict plant biology process. Artificial neural networks-methodological advances and biomedical applications 2011, 197-216. Intech Open Access Publisher, Croatia. K. Suzuki (Ed.).
10. Gautheret J.R. Sur les possibilité de realiser la culture indefinie des tissues de tubercules de carotte. Compt Rend Acad Sci Paris 1939, 208:118-121.
11. Georges E.F. Plant propagation by tissue culture. Part 1: the technology 1993, Exergetics Ltd., Edington.
12. Hammatt N., Grant N.J. Micropropagation of Prunus mume. Plant Cell Tissue Org Cult 1996, 47:103-110.
13. Heller R. Recherches sur la nutrition minérale des tissus cultivés in vitro. Ann Sci Nat Biol Vég 1953, 14:1-223.
14. Hildebrandt A.C., Riker A.J., Duggar B.M. The influence of the composition of the medium on the growth in vitro of excised tobacco and sunflower tissue cultures. Am J Bot 1946, 33:591-597.
15. Ivanova M., Van Staden J. Nitrogen source, concentration, and NH4+:NO3- ratio influence shoot regeneration and hyperhydricity in tissue cultured Aloe polyphylla. Plant Cell Tissue Organ Cult 2009, 99:167-174.
16. Kavli T., Weyer E. ASMOD (Adaptative Spline Modeling of Observation Data)-some theoretical and experimental results. IEE Colloquium (Digest) 1994, 136:1-7.
17. Landín M., Rowe R.C., York P. Advantages of neurofuzzy logic against conventional experimental design and statistical analysis in studying and developing direct compression formulations. Eur J Pharm Sci 2009, 38:325-331.
18. Lloyd G., McCown B. Commercially-feasible micropropagation of mountain laurel, Kalmia latifolia, by use of shoot-tip culture. Proc Int Plant Prop Soc 1981, 30:421-427.
19. Mansseri-Lamrioui A., Louerguioui A., Abousalim A. Effect of the medium culture on the micro cutting of material resulting from adult cuttings of wild cherry trees (Prunus avium L.) and of in vitro germination. Eur J Sci Res 2009, 25:345-352.
20. Murai Y., Harada H., Yamashita H. In vitro propagation of apricot (Prunus armeniaca L.) cv 'Bakuoh junkyouó. J Jpn Soc Hortic Sci 1997, 66:475-480.
21. Murashige T., Skoog F. A revised medium for rapid growth and bio assays with tobacco tissue cultures. Physiol Plant 1962, 15:473-497.
22. Niedz R.P., Evens T.J. Regulating plant tissue growth by mineral nutrition. In Vitro Cell Dev Biol - Plant 2007, 43:370-381.
23. Nitsch J.P., Nitsch C. Auxin-dependent growth of excised Helianthus tissues. Am J Bot 1956, 43:839-851.
24. Nowak B., Miczynski K., Hudy L. The effect of total inorganic nitrogen and the balance between its ionic forms on adventitious bud formation and callus growth of " Wegierka Zwlykla" plum (Prunus domestica L.). Acta Physiol Plant 2007, 29:479-484.
25. Pérez-Tornero O., Burgos L. Different media requirements for micropropagation of apricot cultivars. Plant Cell Tissue Org Cult 2000, 63:133-141.
26. Pérez-Tornero O., Ortín-Párraga F., Egea J., Burgos L. Medium-term storage of apricot shoot tips in vitro by minimal growth method. HortScience 1999, 34:1277-1278.
27. Pérez-Tornero O., Egea J., Vanoostende A., Burgos L. Assessment of factors affecting adventitious shoot regeneration from in vitro cultured leaves of apricot. Plant Sci 2000, 158:61-70.
28. Petri C., Scorza R. 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 2010, 156:79-89.
29. Quoirin M., Lepoivre P. Etude de milieux adaptes aux cultures in vitro de Prunus. Acta Hortic 1977, 78:437-442.
30. Ramage C.M., Williams R.R. Inorganic nitrogen requirements during shoot organogenesis in tobacco leaf discs. J Exp Bot 2002, 53:1437-1443.
31. Shao Q., Rowe R.C., York P. Comparison of neurofuzzy logic and neural networks in modeling experimental data of an immediate release tablet formulation. Eur J Pharm Sci 2006, 28:394-404.
32. Snir I. In vitro propagation of " Canino" apricot. HortScience 1984, 19:229-230.
33. White P.R. Nutrient deficiency studies and an improved inorganic nutrient medium for cultivation of excised tomato roots. Growth 1943, 7:53-65.