Rapid and non-invasive multivariate approach for the quality control of raw milk from mountain areas based on proton transfer reaction mass spectrometry data

被引:3
作者
Asaduzzaman, Mohammad [1 ]
Kerschbaumer, Martin [1 ]
Scampicchio, Matteo [1 ]
机构
[1] Free Univ Bozen Bolzano, Fac Sci & Technol, Piazza Univ 1, I-39100 Bolzano, Italy
关键词
VOLATILE ORGANIC-COMPOUNDS; PTR-MS ANALYSIS; INFRARED-SPECTROSCOPY; NUTRITIONAL QUALITY; SHELF-LIFE; PASTURE; COWS; PROFILE; STORAGE; FAT;
D O I
10.1002/rcm.8146
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
RationaleA rapid and non-invasive method for the control of milk by proton transfer reaction mass spectrometry was developed. The approach has the potential to verify the geographic origin and altitude of dairy farms, provided that the cows have been extensively grazed with forage that reflects the botanical composition of the mountain environment. MethodsOver a 1-month period, a total of 116 samples were analysed by proton transfer reaction mass spectrometry (PTRMS). A multivariate control chart based on the Hotelling T-2 statistic was built with PTRMS data and, for comparison, with the chemical parameters obtained by infrared spectroscopy (FTIR, MilkoScan). ResultsThe headspace analysis of the samples led to characteristic volatile profiles. Farms located in different mountain areas were discriminated by the protonated molecules m/z 45 (acetaldehyde), 59 (acetone), 73 (2-butanone) and 89 (butyric acid, ethyl acetate, pentanol). Milk samples were also discriminated according to the altitude of the farms according to m/z 45, 59, 63 (dimethyl sulfide), 73 (propionic acid, methyl acetate) and 81 (terpenes). ConclusionsA multivariate control chart based on PTRMS data was used for the quality control of milk. Milk samples from farms located at different mountain areas and altitudes were successfully discriminated.
引用
收藏
页码:1379 / 1386
页数:8
相关论文
共 41 条
[1]  
Alt F.B., 1985, Ency-clopedia of Statistical Sciences, P111
[2]   Volatile compound changes during shelf life of dried Boletus edulis: comparison between SPME-GC-MS and PTR-ToF-MS analysis [J].
Aprea, Eugenio ;
Romano, Andrea ;
Betta, Emanuela ;
Biasioli, Franco ;
Cappellin, Luca ;
Fanti, Marco ;
Gasperi, Flavia .
JOURNAL OF MASS SPECTROMETRY, 2015, 50 (01) :56-64
[3]   Hexanal as biomarker for milk oxidative stress induced by copper ions [J].
Asaduzzaman, Mohammad ;
Biasioli, Franco ;
Cosio, Maria Stella ;
Schampicchio, Matteo .
JOURNAL OF DAIRY SCIENCE, 2017, 100 (03) :1650-1656
[4]   On the performance of proton-transfer-reaction mass spectrometry for breath-relevant gas matrices [J].
Beauchamp, J. ;
Herbig, J. ;
Dunkl, J. ;
Singer, W. ;
Hansel, A. .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2013, 24 (12)
[5]   Monitoring photooxidation-induced dynamic changes in the volatile composition of extended shelf life bovine milk by PTR-MS [J].
Beauchamp, Jonathan ;
Zardin, Erika ;
Silcock, Patrick ;
Bremer, Phil J. .
JOURNAL OF MASS SPECTROMETRY, 2014, 49 (09) :952-958
[6]   PTR-MS monitoring of VOCs and BVOCs in food science and technology [J].
Biasioli, Franco ;
Yeretzian, Chahan ;
Gasperi, Flavia ;
Maerk, Tilmann D. .
TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2011, 30 (07) :968-977
[7]   Gas chromatography-olfactometry (GC-O) and proton transfer reaction-mass spectrometry (PTR-MS) analysis of the flavor profile of Grana Padano, Parmigiano Reggiano, and Grana Trentino cheeses [J].
Boscaini, E ;
Van Ruth, S ;
Biasioli, G ;
Gasperi, F ;
Märk, TD .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2003, 51 (07) :1782-1790
[8]   Chemical composition and net energy content of alpine pasture species during the grazing season [J].
Bovolenta, S. ;
Spanghero, M. ;
Dovier, S. ;
Orlandi, D. ;
Clementel, F. .
ANIMAL FEED SCIENCE AND TECHNOLOGY, 2008, 140 (1-2) :164-177
[9]   Case study using commercial dairy sheep flocks: Comparison of the fat nutritional quality of milk produced in mountain and valley farms [J].
Bravo-Lamas, Leire ;
Aldai, Noelia ;
Kramer, John K. G. ;
Barron, Luis Javier R. .
LWT-FOOD SCIENCE AND TECHNOLOGY, 2018, 89 :374-380
[10]   Analysis of volatile flavour compounds by Proton Transfer Reaction-Mass Spectrometry: fragmentation patterns and discrimination between isobaric and isomeric compounds [J].
Buhr, K ;
van Ruth, S ;
Delahunty, C .
INTERNATIONAL JOURNAL OF MASS SPECTROMETRY, 2002, 221 (01) :1-7