Zhi Liu

Dr. Zhi Liu


Research Focus & Metrics

Academic Career Length

4Years (2023-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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6 January 2023 in Food Chemistry
Verified
Journal Article
Closed access
ZLZhi Liu
Zhi Liu
WYWei Yuan
Wei Yuan
HYHao Yudi
Hao Yudi
LWLiu Wei
Liu Wei
LBLi Bin
Li Bin
GMGuiyuan Meng
Guiyuan Meng

16 May 2024 in Food Chemistry: X
Verified
Journal Article
Open access
SWShuanghui Wang
Shuanghui Wang
PCPiao Chen
Piao Chen
YLYuchao Liu
Yuchao Liu
CCChang Chen
Chang Chen
JTJing Tian
Jing Tian
HGHansheng Gong
Hansheng Gong
The deliberately origin mislabeling of sweet cherry causes significantly disruptions to market integrity and consumers' trust. In this study, 153 cherry samples from five provinces in China and the corresponding irrigation water and soil samples were collected. 5 stable isotope ratios (δ13C, δ15N, δ2H, δ18O, 87Sr/86Sr) and 8 multi-element contents (Na, Mg, P, K, Ca, Fe, Zn, Se) of cherry were determined by EA-IRMS and ICP-MS to study isotopic fractionation and elemental enrichment mechanisms for origin traceability. The results show the δ2H and δ18O of cherry exhibit a strong correlated with its irrigation water (r2 > 0.85), while δ15N, 87Sr/86Sr, Fe, Zn and Se contents are related to its cultivated soil (r2 > 0.75), and the δ13C is related to the local microclimate. ANOVA reveals that the regional differences of δ13C, δ2H, δ18O, 87Sr/86Sr as well as Na, Mg, Ca contents of cherry are significant (P < 0.05), and are important geographical indicators. Various multivariate modeling methods, HCA, PLS-DA, and LDA, were employed with the overall accuracy exceeding 90%. This strategy provides an effective mean to verify the label authenticity of cherry origin in Chinese market.

25 January 2025 in Food Chemistry: X
Verified
Journal Article
Open access
WSWang Shuanhui
Wang Shuanhui
CCChen Chang
Chen Chang
TJTian Jing
Tian Jing
ZLZhi Liu
Zhi Liu
MXMei Xianxian
Mei Xianxian
ZSZhu Shaohua
Zhu Shaohua
The mislabeling of kiwifruit origin frequently disturbs market competition and governmental supervision, significantly undermines brand reputation and consumer rights. In this work, a total of 370 kiwifruits from 8 different countries in global were collected, and 6 stable isotope ratios (SIRs), 10 mineral elements (MEs), and 16 rare earth elements (REEs) were determined for origin traceability study. One-way analysis of variance (ANOVA) showed that regional differences of 32 variables are at significant level (P value =0.00). Supervised methods, partial least squares-discriminant analysis (PLS-DA) and its derivative algorithm (OPLS-DA), linear discriminant analysis (LDA), enhanced identification performance and finally elevated the accuracies to 100 % for all kiwifruit origins. Lu, Tb, Eu, Ho, Pm, Y, δ34S, δ2H, δ15N, Mg, Se were main contributive variables for LDA modeling (AUC value >0.5). A blind test was conducted using 63 samples randomly selected from Chinese market. The predicted result indicated a significantly high probability of origin mislabeling of imported kiwifruit products, with percentages ranging from 30.0 % to 90.0 %. This study may provide technical supports for combating origin mislabeling conduct, and ensuring food authenticity of kiwifruit in global trade.

13 July 2024 in Foods
Verified
Journal Article
Open access
PDF file
LXLixia Xie
Lixia Xie
JLJiajia Liu
Jiajia Liu
HWHaoyu Wu
Haoyu Wu
YZYueyan Zhong
Yueyan Zhong
XLXueying Liu
Xueying Liu
ZLZhi Liu
Zhi Liu
The present study aimed to investigate the variations in the nutritional composition, antioxidant capacity, and metabolite profile of lilies subjected to different drying treatments, including vacuum freeze drying (VFD), hot air drying (HAD), vacuum drying (VD), and infrared drying (ID). The results show that VFD provided better preservation of the original coloration and displayed the highest levels of total amino acid content, total phenolic content, total flavonoid content, and polysaccharide and alkaloid content. Our results reveal that VFD treatment can be employed to obtain high-quality lilies with desirable appearance characteristics and nutrient compositions. Metabolomics analysis identified a total of 464 metabolites from various dried lilies. Differential metabolite screening found 150 differential metabolites across all pairwise comparisons. Hierarchical clustering analysis (HCA) indicated that lilies subjected to VFD treatment exhibited a higher abundance of steroids, saponin, flavonoids, and phenolic glycoside, whereas those subjected to HAD, VD, or ID treatments showed relatively elevated levels of specific amino acids or derivatives. This study elucidates the significant impact of various drying treatments on the quality and metabolic profile of lilies, thereby providing valuable insights for enhancing the nutritional quality of processed lilies.

18 July 2023 in Research Square
Verified
Preprint
Open access
PDF file
ZYZhang Yao
Zhang Yao
GQGe Qian
Ge Qian
LYLv Yi
Lv Yi
XSXie Shuannan
Xie Shuannan
HJHuang Jiaojiao
Huang Jiaojiao
WGWu Guolong
Wu Guolong
Mycotoxin risks in grape and its products (wine, raisin) are widely concerned food safety issues, it closely associated with consumers’ health. In this study, an analytical strategy by combining second-order calibration method with excitation-emission matrix (EEM) fluorescence detection followed photo derivatization (PD) was explored for rapid and sensitive analysis of aflatoxin B1 (AFB1), ochratoxin A (OTA), zearalenone (ZEA) in grape, raisin and wine. Except simple solvent extraction by ethyl acetate and concentration by vacuum distillation, samples don’t need other complicated treatment steps any more. With the aid of predominant second-order advantages of alternative trilinear decomposition (ATLD) algorithm, ‘pure’ spectra and quantitative signals of targeted mycotoxins can be resolved from the heavily interfered EEM profile of sample even in the presence of spectral overlaps and unknown backgrounds. The recoveries of AFB1, OTA and ZEA in four kinds of samples are in the range of 90–110%, the limits of detection (LODs) were low to 0.1 µg kg− 1, 0.5 µg kg− 1 and 0.8 µg kg− 1, respectively. This analytical strategy may be as an alternative method for improving mycotoxin analysis in complex food matrices and ensuring food safety in grape industry.