Characterization and differentiation of quinoa seed proteomes by label-free mass spectrometry-based shotgun proteomics

被引:20
作者
Galindo-Lujan, Rocio [1 ]
Pont, Laura [1 ]
Minic, Zoran [2 ]
V. Berezovski, Maxim [2 ]
Sanz-Nebot, Victoria [1 ]
Benavente, Fernando [1 ]
机构
[1] Univ Barcelona, Dept Chem Engn & Analyt Chem, Inst Res Nutr & Food Safety INSA UB, Barcelona 08028, Spain
[2] Univ Ottawa, Dept Chem & Biomol Sci, John L Holmes Mass Spectrometry Facil, Ottawa, ON K1N 6N5, Canada
关键词
Label-free quantification; LC-MS; MS; Quinoa; Seed; Shotgun proteomics; HEAT MAPS; PROTEIN; WILLD; PEPTIDES; GENOME;
D O I
10.1016/j.foodchem.2021.130250
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Quinoa seed proteins are of prime importance in human nutrition and in plant breeding for cultivar identification and improvement. In this study, proteins from seeds of black, red, white quinoa from Peru and white quinoa from Bolivia (also known as royal) were extracted, digested and analyzed by nano-liquid chromatography coupled to Orbitrap tandem mass spectrometry (LC-MS/MS). The raw mass spectra data were processed for identification and label-free quantification (LFQ) using MaxQuant/Andromeda against a specific quinoa database from The National Center for Biotechnology Information (NCBI). In total, 1,211 quinoa proteins (85 were uncharacterized) were identified. Inspection and visualization using Venn diagrams, heat maps and Gene Ontology (GO) graphs revealed proteome similarities and differences between the four varieties. The presented data provides the most comprehensive experimental quinoa seed proteome map existing to date in the literature, as a starting point for more specific characterization and nutritional studies of quinoa and quinoa-containing foodstuff.
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页数:8
相关论文
共 35 条
  • [21] Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation
    O'Leary, Nuala A.
    Wright, Mathew W.
    Brister, J. Rodney
    Ciufo, Stacy
    McVeigh, Diana Haddad Rich
    Rajput, Bhanu
    Robbertse, Barbara
    Smith-White, Brian
    Ako-Adjei, Danso
    Astashyn, Alexander
    Badretdin, Azat
    Bao, Yiming
    Blinkova, Olga
    Brover, Vyacheslav
    Chetvernin, Vyacheslav
    Choi, Jinna
    Cox, Eric
    Ermolaeva, Olga
    Farrell, Catherine M.
    Goldfarb, Tamara
    Gupta, Tripti
    Haft, Daniel
    Hatcher, Eneida
    Hlavina, Wratko
    Joardar, Vinita S.
    Kodali, Vamsi K.
    Li, Wenjun
    Maglott, Donna
    Masterson, Patrick
    McGarvey, Kelly M.
    Murphy, Michael R.
    O'Neill, Kathleen
    Pujar, Shashikant
    Rangwala, Sanjida H.
    Rausch, Daniel
    Riddick, Lillian D.
    Schoch, Conrad
    Shkeda, Andrei
    Storz, Susan S.
    Sun, Hanzhen
    Thibaud-Nissen, Francoise
    Tolstoy, Igor
    Tully, Raymond E.
    Vatsan, Anjana R.
    Wallin, Craig
    Webb, David
    Wu, Wendy
    Landrum, Melissa J.
    Kimchi, Avi
    Tatusova, Tatiana
    [J]. NUCLEIC ACIDS RESEARCH, 2016, 44 (D1) : D733 - D745
  • [22] Chemical and nutritional characterization of Chenopodium quinoa Willd (quinoa) grains: A good alternative to nutritious food
    Pereira, Eliana
    Encina-Zelada, Christian
    Barros, Lillian
    Gonzales-Barron, Ursula
    Cadavez, Vasco
    Ferreira, Isabel C. F. R.
    [J]. FOOD CHEMISTRY, 2019, 280 : 110 - 114
  • [23] Pertsemlidis A, 2001, GENOME BIOL, V2
  • [24] Production of White, Red and Black Quinoa (Chenopodium quinoa Willd Var. Real) Protein Isolates and Its Hydrolysates in Germinated and Non-Germinated Quinoa Samples and Antioxidant Activity Evaluation
    Pinuel, Lucrecia
    Boeri, Patricia
    Zubillaga, Fanny
    Alejandro Barrio, Daniel
    Torreta, Joaquin
    Cruz, Andrea
    Vasquez, Grace
    Pinto, Adelita
    Carrillo, Wilman
    [J]. PLANTS-BASEL, 2019, 8 (08):
  • [25] Quantitative proteomics: challenges and opportunities in basic and applied research
    Schubert, Olga T.
    Rost, Hannes L.
    Collins, Ben C.
    Rosenberger, George
    Aebersold, Ruedi
    [J]. NATURE PROTOCOLS, 2017, 12 (07) : 1289 - 1294
  • [26] Computational Methods for Understanding Mass Spectrometry-Based Shotgun Proteomics Data
    Sinitcyn, Pavel
    Rudolph, Jan Daniel
    Cox, Juergen
    [J]. ANNUAL REVIEW OF BIOMEDICAL DATA SCIENCE, VOL 1, 2018, 1 : 207 - 234
  • [27] Tao WA, 2019, MASS SPECTROMETRY-BASED CHEMICAL PROTEOMICS, P1, DOI 10.1002/9781118970195
  • [28] Sample Clean-up Strategies for ESI Mass Spectrometry Applications in Bottom-up Proteomics: Trends from 2012 to 2016
    Tubaon, Ria Marni
    Haddad, Paul R.
    Quirino, Joselito P.
    [J]. PROTEOMICS, 2017, 17 (20)
  • [29] Nutrition facts and functional potential of quinoa (Chenopodium quinoa willd.), an ancient Andean grain: a review
    Vega-Galvez, Antonio
    Miranda, Margarita
    Vergara, Judith
    Uribe, Elsa
    Puente, Luis
    Martinez, Enrique A.
    [J]. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2010, 90 (15) : 2541 - 2547
  • [30] In vitro chemopreventive properties of peptides released from quinoa (Chenopodium quinoa Willd.) protein under simulated gastrointestinal digestion
    Vilcacundo, Ruben
    Miralles, Beatriz
    Carrillo, Wilman
    Hernandez-Ledesma, Blanca
    [J]. FOOD RESEARCH INTERNATIONAL, 2018, 105 : 403 - 411