Combining FT-IR spectroscopy and multivariate analysis for qualitative and quantitative analysis of the cell wall composition changes during apples development

Carbohydrate Polymers

Volumn 115, Issue , 2015, Pages 93-103

  Szymanska Chargot, M ^a   Chylinska, M ^a   Kruk, B ^a   Zdunek, A ^a  

^a INSTITUTE OF AGROPHYSICS   (Poland)

Author keywords

Chemometry; FT IR; Plant cell wall; Polysaccharides; Spectroscopic analysis

Indexed keywords

CELLS; CELLULOSE; CYTOLOGY; FOURIER TRANSFORM INFRARED SPECTROSCOPY; FRUITS; LEAST SQUARES APPROXIMATIONS; MEAN SQUARE ERROR; MULTIVARIANT ANALYSIS; POLYSACCHARIDES; SPACECRAFT INSTRUMENTS; SPECTROSCOPIC ANALYSIS; SPECTRUM ANALYSIS;

CELL WALL COMPOSITION; CHEMOMETRY; FOURIER TRANSFORM INFRA RED (FTIR) SPECTROSCOPY; MULTI VARIATE ANALYSIS; PARTIAL LEAST SQUARE (PLS); PLANT CELL WALL; QUALITATIVE AND QUANTITATIVE ANALYSIS; ROOT MEAN SQUARE ERRORS;

PRINCIPAL COMPONENT ANALYSIS;

CELLULOSE; GALACTURONIC ACID; HEMICELLULOSE; HEXURONIC ACID; POLYSACCHARIDE;

CELL WALL; CHEMISTRY; CYTOLOGY; GROWTH, DEVELOPMENT AND AGING; INFRARED SPECTROSCOPY; MALUS; MULTIVARIATE ANALYSIS;

CELL WALL; CELLULOSE; HEXURONIC ACIDS; MALUS; MULTIVARIATE ANALYSIS; POLYSACCHARIDES; SPECTROSCOPY, FOURIER TRANSFORM INFRARED;

EID: 84907101349     PISSN: 01448617     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.carbpol.2014.08.039     Document Type: Article

References (60)

1. A. Ahmed, and J.M. Labavitch Cell wall metabolism in ripening fruit. 1. Cell wall changes in ripening Bartlet pears Plant Physiology 65 1980 1009 1013
2. A.S. Barros, I. Mafra, D. Ferreira, S. Cardoso, A. Reis, and J.A. Lopes da Silva Determination of the degree of methylesterification of pectic polysaccharides by FT-IR using an outer product PLS1 regression Carbohydrates Polymers 50 2002 85 94
3. L. Billy, E. Mehinagic, G. Royer, C.M.G.C. Renard, G. Arvisenet, and C. Prost Relationship between texture and pectin composition of two apple cultivars during storage Postharvest Biology and Technology 47 2008 315 324
4. J. Braam If walls could talk: Commentary Current Opinion in Plant Biology 2 1999 521 524
5. I.A. Brownlee The physiological roles of dietary fiber Food Hydrocolloids 25 2011 238 250
6. N.C. Carpita, and D.M. Gibeaut Structural models of primary cell walls in flowering plants: Consistency of molecular structure with the physical properties of the walls during growth The Plant Journal 3 1 1993 1 30
7. A.K. Chatjigakis, C. Pappas, N. Proxenia, O. Kalantzi, P. Rodis, and M. Polissiou FT-IR spectroscopic determination of the degree of esterification of cell wall pectins from stored peaches and correlation to textural changes Carbohydrate Polymers 37 1998 395 408
8. H. Chen, C. Ferrari, M. Angiuli, J. Yao, C. Raspi, and E. Bramanti Qualitative and quantitative analysis of wood samples by Fourier transform infrared spectroscopy and multivariate analysis Carbohydrate Polymers 82 2010 772 778
9. M.A. Coimbra, A. Barros, M. Barros, D.N. Rutledge, and I. Delgadillo Multivariate analysis of uronic acid and neutral sugars in whole pectic samples by FT-IR spectroscopy Carbohydrate Polymers 37 1998 241 248
10. M.A. Coimbra, A. Barros, D.N. Rutledge, and I. Delgadillo FTIR spectroscopy as a tool for the analysis of olive pulp cell-wall polysaccharide extracts Carbohydrate Research 317 1999 145 154
11. D.J. Cosgrove Growth of the plant cell wall Nature Reviews 6 2005 850 861
12. D. Cozzolino, W.U. Cynkar, N. Shah, R.G. Dambergs, and P.A. Smith A brief introduction to multivariate methods in grape and wine analysis International Journal of Wine Research 1 2009 123 130
13. J. Cybulska, E. Vanstreels, Q.T. Ho, C.M. Courtin, V. Van Craeyveld, and B. Nicolaï Mechanical characteristics of artificial cell walls Journal of Food Engineering 96 2010 287 294
14. J. Cybulska, A. Zdunek, K.M. Psonka-Antonczyk, and B.T. Stokke The relation of apple texture with cell wall nanostructure studied using an atomic force microscopy Carbohydrate Polymers 92 2013 128 137
15. M. Dubois, K.A. Gilles, J.K. Hamilton, P.A. Rebers, and F. Smith Colorimetric method for determination of sugars and related substances Analytical Chemistry 28 1956 350 356
16. S.B. Engelsen, and L. Norgaard Comparative vibrational spectroscopy for determination of quality parameters in amidated pectins as evaluated by chemometrics Carbohydrate Polymers 30 1996 9 24
17. L. Eriksson, E. Johansson, N. Kettaneh-Wold, J. Trygg, C. Wikström, and S. Wold Multi- and megavariate data analysis, part 1. Basic principles and applications 2nd ed. 2006 Umetrics AB Sweden
18. A. Fellah, P. Anjukandi, M.R. Waterland, and M.A.K. Williams Determining the degree of methylesterification of pectin by ATR/FT-IR: Methodology optimisation and comparison with theoretical calculations Carbohydrate Polymers 78 2009 847 853
19. D. Ferreira, A. Barros, M.A. Coimbra, and I. Delgadillo Use of FT-IR spectroscopy to follow the effect of processing in cell wall polysaccharide extracts of a sun-dried pear Carbohydrates Polymers 45 2001 175 182
20. M.P. Filipov IR spectra of pectin films Zhurnal Prikladnoi Spektroskopii 17 1972 296 299
21. M. Fischer, and R. Amado Changes in the pectic substances of apples during development and postharvest ripening. Part 1: Analysis of the alcohol-insoluble residue Carbohydrates Polymers 25 1994 161 166
22. M. Fischer, and R. Amado Changes in the pectic substances of apples during development and postharvest ripening. Part 2: Analysis of the pectic fractions Carbohydrates Polymers 25 1994 167 175
23. T.M.C.C. Filisetti-Cozzi, and N.C. Carpita Measurement of uronic acids without interference from neutral sugars Analytical Biochemistry 197 1991 157 162
24. S.C. Fry The growing plant cell wall: chemical and metabolic analysis 1988 The Blackburn Press, Longman Scientific & Technical UK
25. R. Gnanasambandam, and A. Proctor Determination of pectin degree of esterification by diffuse reflectance Fourier transform infrared spectroscopy Food Chemistry 68 2000 327 332
26. L.F. Goulao, and C.M. Olivieira Cell wall modifications during fruit ripening: When a fruit is not the fruit Trends in Food Science& Technology 19 2008 4 25
27. M. Hedegaard, C. Matthäus, S. Hassing, C. Krafft, M. Diem, and J. Popp Spectral unmixing and clustering algorithms for assessment of single cells by Raman microscopic imaging Theoretical Chemistry Accounts 130 2011 1249 1260
28. A. Heredia, A. Jiménez, and R. Guillén Composition of plant cell walls Zeitschrift für Lebensmittel Untersuchung und Forschung 200 1995 24 31
29. R. Hori, and J.A. Sugiyama Combined FT-IR microscopy and principal component analysis on softwood cell walls Carbohydrate Polymers 52 2003 449 453
30. M. Kačurakova, P. Capek, V. Sasinkova, N. Wellner, and A. Ebringerova FT-IR study of plant cell wall model compounds: Pectic polysaccharides and hemicelluloses Carbohydrate Polymers 43 2000 195 203
31. M. Kačurakova, and R.H. Wilson Developments in mid-infrared FT-IR spectroscopy of selected carbohydrates Carbohydrate Polymers 44 2001 291 303
32. T. Kondo, and Ch. Sawatari A Fourier transform infra-red spectroscopic analysis of the character of hydrogen bonds in amorphous cellulose Polymer 37 1996 393 399
33. D.J. Krasznai, P. Champagne, and M.F. Cunningham Quantitative characterization of lignocellulosic biomass using surrogate mixtures and multivariate techniques Bioresource Technology 110 2012 652 661
34. M. Lahaye, B. Quemener, M. Causse, and G.B. Seymur Hemicellulose fine structure is affected differently during ripening of tomato lines with contrast texture International Journal of Biological Macromolecules 51 2012 462 470
35. Z. Li, H. Yang, P. Li, J. Liu, J. Wang, and Y. Xu Fruit biomechanics based on anatomy: A review International Agrophysics 27 2013 97 106
36. O. Lerouxel, D.M. Cavalier, A.H. Liepman, and K. Keegstra Biosynthesis of plant cell wall polysaccharides - A complex process Current Opinion in Plant Biology 9 2006 621 630
37. J. MacQueen Some methods for classification and analysis of multivariate observations Berkeley symposium on mathematical statistics and probability 1967 287 297
38. J.J. Mangas, E. Dapena, M.S. Rodiguez, J. Moreno, M.D. Gutierrez, and D. Blanco Changes in pectic fractions during ripening of cider apples HortScience 27 1992 328 330
39. G.D. Manrique, and F.M. Lajolo Cell-wall polysaccharide modifications during postharvest ripening of papaya fruit (Carica papaya) Postharvest Biology and Technology 33 2004 11 26
40. A. Nawrocka, and J. Cies̈la Influence of silver nanoparticles on food components in wheat International Agrophysics 27 2013 49 55
41. J.K. Ng, R. Schröder, P.W. Sutherland, I.C. Hallett, M.I. Hall, and R. Prakash Cell wall structures leading to cultivar differences in softening rates develop early during apple (Malus × domestica) fruit growth BMC Plant Biology 13 2013 183
42. E.M. O'Donoghue, D.J. Huber, J.D. Timpa, G.W. Erdos, and J.K. Becht Influence of avocado (Persea americana) Cx-cellulase on the structural features of avocado cellulose Planta 194 1994 573 584
43. G.O. Phillips, and S.W. Cui An introduction: Evolution and finalization of the regulatory definition of dietary fiber Food Hydrocolloids 25 2011 139 143
44. A.E. Percy, L.D. Melton, and P.E. Jameson Xyloglucan and hemicelluloses in the cell wall during apple fruit development and ripening Plant Science 125 1997 31 39
45. R.J. Redgwell, D. Curti, and C. Gehin-Delval Physicochemical properties of cell wall materials from apple, kiwifruit and tomato European Food Research and Technology 227 2008 607 618
46. C.M.G.C. Renard Variability in cell wall preparations: Quantification and comparison of common method Carbohydrate Polymers 60 2005 512 522
47. A. Robic, D. Bertrand, J.-F. Sassi, Y. Lerat, and M. Lahaye Determination of the chemical composition of ulvan, a cell wall polysaccharide from Ulva spp. (Ulvales, Chlorophyta) by FT-IR and chemometrics Journal of Applied Phycology 21 2009 451 456
48. C.F.B. Sene, M.C. McCann, R.H. Wilson, and R. Grinter Fourier-transform Raman and Fourier-transform infrared spectroscopy. An investigation of five higher plant cell walls and their components Plant Physiology 106 2004 1623 1631
49. A. Synytsya, J. Čopikova, P. Ma͗jka, and V. Machovič Fourier transform Raman and infrared spectroscopy of pectins Carbohydrate Polymers 54 2003 97 106
50. M. Szymanska-Chargot, J. Cybulska, and A. Zdunek Sensing the structural differences in cellulose from apple and bacterial cell wall materials by Raman and FT-IR spectroscopy Sensors 11 2011 5543 5560
51. M. Szymanska-Chargot, and A. Zdunek Use of FT-IR spectra and PCA to the bulk characterization of cell wall residues of fruits and vegetables along a fraction process Food Biophysics 8 2013 29 42
52. L. Taiz, and E. Zeiger Plant physiology 3rd ed. 2002 Sinauer Associates Sunderland (Chapter 15)
53. N. Wellner, M. Kačurakova, A. Malovikova, R.H. Wilson, and P.S. Belton FT-IR study of pectate and pectinate gels formed by divalent cations Carbohydrate Research 308 1998 123 131
54. W.G.T. Willats, J.P. Knox, and J.D. Mikkelsen Pectin: New insights into an old polymer are starting to gel Trends Food Science and Technology 17 3 2006 97 104
55. H. Winning, N. Viereck, T. Salomonsen, J. Larsen, and S.B. Engelsen Exploring abiotic stress on asynchronous protein metabolism in single kernels of wheat studied by NMR spectroscopy and chemometrics Carbohydrate Research 344 2009 1833 1841
56. P.J. Van Soest Use of detergents in the analysis of fibrous feeds. II. A rapid method for determination of fiber and lignin Journal of the Association of Official Analytical Chemists 46 1963 155 160
57. A.R. Vicente, M. Saladie, J.K.C. Rose, and J.M. Labavitch The linkage between cell wall metabolism and fruit softening: Looking to the future Journal of the Science of Food and Agriculture 87 2007 1435 1448
58. F. Xu, J. Yu, T. Tesso, F. Dowell, and D. Wang Qualitative and quantitative analysis of lignocellulosic biomass using infrared techniques: A mini-review Applied Energy 104 2013 801 809
59. R.G. Zhbankov, S.P. Firsov, D.K. Buslov, N.A. Nikonenko, M.K. Marchewka, and H. Ratajczak Structural physico-chemistry of cellulose macromolecules. Vibrational spectra and structure of cellulose Journal of Molecular Structure 614 2002 117 125
60. A. Zykwinska, J.-F. Thibault, and M.-C. Ralet Competitive binding of pectin and xyloglucan with primary cell wall cellulose Carbohydrate Polymers 74 2008 957 961