1
|
Montgomery KH, Elhabashy A, Del Carmen Reynoso Rivas M, Brar G, Krishnan VV. NMR metabolomics as a complementary tool to brix-acid tests for navel orange quality control of long-term cold storage. Sci Rep 2024; 14:30078. [PMID: 39627282 PMCID: PMC11615199 DOI: 10.1038/s41598-024-77871-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Accepted: 10/25/2024] [Indexed: 12/06/2024] Open
Abstract
Quality control plays a crucial role in maintaining the reputation of agricultural organizations by ensuring that their products meet the expected standards and preventing any loss during the packaging process. A significant responsibility of quality control is conducting periodic product assessments. However, subjective interpretation during physical inspections of fruits can lead to variability in reporting. To counter this, assessing total soluble solids (Brix) and percent acidity (Acid) can provide a more objective approach. Nevertheless, it is essential to note that many fruit metabolites can impact these parameters. Nuclear magnetic resonance (NMR) spectroscopy, particularly 1H-NMR, has become a popular tool for quality control in recent years due to its precision, sample preservation, and high throughput analysis. This manuscript investigates if the standard Brix/Acid tests are directly related to the levels of metabolites during cold storage. Using citrus as the model system, a metabolomics analysis was conducted to identify patterns in the cold storage metabolite profiles of the juice, albedo, and flavedo tissues. The results show that Brix (or total dissolved solids) correlates well with sucrose, glucose, and fructose levels and moderately with choline levels. Acid (percent acidity) levels displayed a negative correlation with both fructose and choline levels. Interestingly, the formate levels were susceptible to storage time and directly related to Acid measurements. This study suggests metabolomics could be a complementary technique to quality control of fruits in cold storage, especially with cost-effective desktop NMR spectrometers.
Collapse
Affiliation(s)
- Keeton H Montgomery
- Department of Chemistry and Biochemistry, California State University Fresno, Fresno, CA, 93740, USA
| | - Aya Elhabashy
- Department of Chemistry and Biochemistry, California State University Fresno, Fresno, CA, 93740, USA
| | | | - Gurreet Brar
- Department of Plant Science, California State University Fresno, Fresno, CA, 93740, USA
| | - V V Krishnan
- Department of Chemistry and Biochemistry, California State University Fresno, Fresno, CA, 93740, USA.
- Department of Pathology and Molecular Medicine, University of California Davis School of Medicine, Sacramento, CA, 95817, USA.
| |
Collapse
|
2
|
Asikin Y, Tamura Y, Aono Y, Kusano M, Shiba H, Yamamoto M, Mitsube F, Lin SY, Takara K, Wada K. Multivariate Profiling of Metabolites and Volatile Organic Compounds in Citrus depressa Hayata Fruits from Kagoshima, Okinawa, and Taiwan. Foods 2023; 12:2951. [PMID: 37569221 PMCID: PMC10418860 DOI: 10.3390/foods12152951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 07/22/2023] [Accepted: 07/27/2023] [Indexed: 08/13/2023] Open
Abstract
Citrus depressa Hayata is a small-fruit citrus species; it is indigenous to Kagoshima, Okinawa, and Taiwan. The metabolites and volatile organic compounds (VOCs) that affect the flavor of its fruits have not been investigated based on geographical origin. In the present study, we investigated the metabolite and VOC profiles of 18 C. depressa cultivation lines from these regions. Multivariate analysis revealed differences in the metabolites of C. depressa based on its cultivation origins; variations in sugar, sugar alcohol, and amino acid contents were also observed. Fruits from Kagoshima and Okinawa had higher galactinol, trehalose, xylose, glucose, and sucrose intensities than fruits from Taiwan (log2-fold change; 2.65-3.44, 1.68-2.13, 1.37-2.01, 1.33-1.57, and 1.07-1.43, respectively), whereas the Taiwanese lines contained higher leucine, isoleucine, serine, and alanine. In contrast to the Taiwanese Nantou line, other cultivation lines had comparable total VOC contents, and the VOCs of all lines were dominated by limonene, γ-terpinene, and p-cymene. Accordingly, the highest VOC intensities were recorded in the Nantou line, which was followed by Shikunin sweet (Kagoshima) and Taoyuan (Taiwan) (log10 normalize concentration; 5.11, 3.08, and 3.01, respectively). Moreover, multivariate analysis plots elucidated the difference in the VOCs of Ishikunibu (Okinawa), Shikunin sweet, and Taoyuan and between those of most Kagoshima and Okinawa cultivation lines. These results suggest that both the cultivation line and origin influence the metabolites and VOCs of C. depressa, thus possibly affecting its flavor quality; the data provide a valuable insight for utilizing C. depressa of different cultivation lines and origins to produce foods and beverages.
Collapse
Affiliation(s)
- Yonathan Asikin
- Department of Bioscience and Biotechnology, Faculty of Agriculture, University of the Ryukyus, Nishihara 903-0213, Japan
- United Graduate School of Agricultural Sciences, Kagoshima University, Kagoshima 890-0065, Japan
| | - Yoshio Tamura
- Feed and Livestock Production Division, Zennoh, Tokyo 100-6832, Japan
| | - Yusuke Aono
- Degree Programs in Life and Earth Sciences, University of Tsukuba, Tsukuba 305-8572, Japan
| | - Miyako Kusano
- Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba 305-8572, Japan
- Tsukuba-Plant Innovation Research Center, University of Tsukuba, Tsukuba 305-8572, Japan
- RIKEN Center for Sustainable Resource Science, Yokohama 230-0045, Japan
| | - Hiroshi Shiba
- Faculty of Life and Environmental Sciences, University of Tsukuba, Tsukuba 305-8572, Japan
- Tsukuba-Plant Innovation Research Center, University of Tsukuba, Tsukuba 305-8572, Japan
| | - Masashi Yamamoto
- United Graduate School of Agricultural Sciences, Kagoshima University, Kagoshima 890-0065, Japan
- Department of Agricultural Sciences and Natural Resources, Faculty of Agriculture, Kagoshima University, Kagoshima 890-0065, Japan
| | - Fumimasa Mitsube
- Okinawa Prefectural Agricultural Research Center Nago Branch, Nago 905-0012, Japan
| | - Shu-Yen Lin
- Department of Horticulture and Landscape Architecture, National Taiwan University, Taipei 10617, Taiwan
| | - Kensaku Takara
- Department of Bioscience and Biotechnology, Faculty of Agriculture, University of the Ryukyus, Nishihara 903-0213, Japan
- United Graduate School of Agricultural Sciences, Kagoshima University, Kagoshima 890-0065, Japan
| | - Koji Wada
- Department of Bioscience and Biotechnology, Faculty of Agriculture, University of the Ryukyus, Nishihara 903-0213, Japan
- United Graduate School of Agricultural Sciences, Kagoshima University, Kagoshima 890-0065, Japan
| |
Collapse
|