LCLN-CA: A Survival Regression Analysis-Based Prediction Method for Catechin Content in Yunnan Sun-Dried Tea DOI Creative Commons

Hongxu Li,

Qiaomei Wang,

Houqiao Wang

и другие.

Horticulturae, Год журнала: 2024, Номер 10(12), С. 1321 - 1321

Опубликована: Дек. 11, 2024

Catechins are pivotal determinants of tea quality, with soil environmental factors playing a crucial role in the synthesis and accumulation these compounds. To investigate impact changes garden environments on catechin content sun-dried tea, this study measured samples corresponding leaves from Nanhua, Yunnan, China. By integrating variations those 17 employing COX regression factor analysis, it was found that pH, organic matter (OM), fluoride, arsenic (As), chromium (Cr) were significantly correlated (p < 0.05). Further, using LASSO for variable selection, model named LCLN-CA constructed four variables including OM, As. The demonstrated high fitting accuracy AUC values 0.674, 0.784, 0.749 intervals CA ≤ 10%, 10% 20%, 20% 30% training set, respectively. validation set showed 0.630, 0.756, 0.723, respectively, indicating well-calibrated curve. Based DynNom framework, visual prediction system Yunnan developed. External test dataset achieved an Accuracy 0.870. This explored relationship between soil-related content, paving new way enhancing practical application value artificial intelligence technology agricultural production.

Язык: Английский

Roles of oolong tea extracts in the protection against Staphylococcus aureus infection in Caenorhabditis elegans DOI
Xiao Zhang, Xiaolin Meng, Y. H. Liu

и другие.

Journal of Food Science, Год журнала: 2025, Номер 90(1)

Опубликована: Янв. 1, 2025

Abstract Oolong tea, a popular traditional Chinese possesses various bioactivities, but little is known about its roles in the protection against pathogens, such as Staphylococcus aureus , vivo. This study investigated of water‐soluble oolong tea extracts (OTE) on S. infection Caenorhabditis elegans promisin g model to host‐microbe interactions Pretreatment with OTE (0.6% and 1.2%) co‐treatment extended lifespan by 11.16%–30.37%, increased body bends 36.49%–101.39%, inhibited lipid accumulation 11.71%–35.21% colonization intestine 5.02%–30.68%, enhanced mitochondrial transmembrane potential 51.92%–74.83%, compared control groups where worms were fed . Moreover, pretreatment suppressed production reactive oxygen species, glutathione superoxide dismutases (SODs), altered transcripts genes encoding SODs, glutathione‐S‐transferases, antimicrobial proteins peptides different ways. Furthermore, failed extend nematode mutants defective age‐1 akt‐2 skn‐1 or hsf‐1 could not sek‐1 pmk‐1 mpk‐1 These findings indicated that exhibited preventive protective effects increasing antioxidant properties expression via insulin/IGF‐1 and/or p38/ERK mitogen‐activated protein kinase (MAPK) pathway transcription factor SKN‐1 HSF‐1, which implied be used food additive prevent infection. Practical Application harmful animal human health, leading immune system disorders. demonstrated feeds protect from peptides.

Язык: Английский

Процитировано

0

Field Evaluation of Synthetic Components of the Sex Pheromone of the Tea Pest Helopeltis cinchonae Mann (Hemiptera: Miridae) DOI Creative Commons
Fida Hussain Magsi, David R. Hall, Zongxiu Luo

и другие.

Insects, Год журнала: 2025, Номер 16(3), С. 307 - 307

Опубликована: Март 16, 2025

Helopeltis cinchonae is an emerging pest of tea and causes severe damage to plantations in China. The female H. has been reported produce a sex pheromone consisting two components, hexyl (3R)-3-acetoxybutyrate (5R)-1-acetoxy-5-butyroxyhexane, lures containing the synthetic compounds have shown attract male traps field. This first time that components identified for species bug, but their field application not evaluated detail. present study shows blend both loaded into polyethylene vial at 0.2 2 mg, respectively, caught significantly more bugs than individual all other tested blends. Sticky wing baited with binary optimized ratio dosage bucket funnel or delta traps, hung height 10 cm above shoots those heights. were used monitoring distinct population peaks observed, one during mid-May early June, mid-September. Overall, results this contribute environmentally-friendly approach managing

Язык: Английский

Процитировано

0

LCLN-CA: A Survival Regression Analysis-Based Prediction Method for Catechin Content in Yunnan Sun-Dried Tea DOI Creative Commons

Hongxu Li,

Qiaomei Wang,

Houqiao Wang

и другие.

Horticulturae, Год журнала: 2024, Номер 10(12), С. 1321 - 1321

Опубликована: Дек. 11, 2024

Catechins are pivotal determinants of tea quality, with soil environmental factors playing a crucial role in the synthesis and accumulation these compounds. To investigate impact changes garden environments on catechin content sun-dried tea, this study measured samples corresponding leaves from Nanhua, Yunnan, China. By integrating variations those 17 employing COX regression factor analysis, it was found that pH, organic matter (OM), fluoride, arsenic (As), chromium (Cr) were significantly correlated (p < 0.05). Further, using LASSO for variable selection, model named LCLN-CA constructed four variables including OM, As. The demonstrated high fitting accuracy AUC values 0.674, 0.784, 0.749 intervals CA ≤ 10%, 10% 20%, 20% 30% training set, respectively. validation set showed 0.630, 0.756, 0.723, respectively, indicating well-calibrated curve. Based DynNom framework, visual prediction system Yunnan developed. External test dataset achieved an Accuracy 0.870. This explored relationship between soil-related content, paving new way enhancing practical application value artificial intelligence technology agricultural production.

Язык: Английский

Процитировано

1