Prediction of Chinese suitable habitats of Panax notoginseng under climate change based on MaxEnt and chemometric methods-Reference-Cited by-同舟云学术

Prediction of Chinese suitable habitats of Panax notoginseng under climate change based on MaxEnt and chemometric methods

Published:2024-07-16 Issue:1 Volume:14 Page:
ISSN:2045-2322
Container-title:Scientific Reports
language:en
Short-container-title:Sci Rep

Author:

Guo Yixin,Zhang Shiyan,Ren Linghui,Tian Xin,Tang Shicheng,Xian Yisha,Wu Xinjia,Zhang Zilong

Abstract

AbstractNotoginseng saponin R1; ginsenosides Rg1, Re, Rb1, and Rd; the sum of the five saponins; and underground-part fresh weight (UPFW) of single plants were used as quality evaluation indices for Panax notoginseng (Burk.) F. H. Chen (P. notoginseng). Comprehensive evaluation of P. notoginseng samples from 30 production areas was performed using that MaxEnt model. Spatial pattern changes in suitable P. notoginseng habitats were predicted for current and future periods (2050s, 2070s, and 2090s) using SSP126 and SSP585 models. The results revealed that temperature, precipitation, and solar radiation were important environmental variables. Suitable habitats were located mainly in Yunnan, Guizhou, and Sichuan Provinces. The distribution core of P. notoginseng is predicted to shift southeast in the future. The saponin content decreased from the southeast to the northwest of Yunnan Province, which was contrary to the UPFW trend. This study provides the necessary information for the protection and sustainable utilization of P. notoginseng resources, and a theoretical reference for its application in the quality evaluation of Chinese medicinal products.

Funder

National Natural Science Foundation of China

Open research project of China Meteorological Administration Key Open Laboratory of Transforming Climate Resource to Economy

Publisher

Springer Science and Business Media LLC

Link

https://www.nature.com/articles/s41598-024-67178-4.pdf

Reference44 articles.

1. Committee, N. P. Pharmacopoeia of Peoples Republic of China (China Medical Science Press Beijing, 2022).

2. Xu, Y. S., Zeng, J. G., Yu, Z. Y., Xin, W. F. & Duan, M. J. Analysis of Species and Content of Amino Acids in Fibrous Roots of Panax Notoginseng From Multiple Producing Areas in Yunnan Province Based On Hplc. Mol. Plant Breed. 1–12 (2022). http://kns.cnki.net/kcms/detail/46.1068.S.20221031.1428.014.html

3. Huang, Y. D. et al. Panax Notoginseng: A review on chemical components, chromatographicanalysis, P. Notoginseng extracts, and pharmacology in recent five years. China J. Chin. Mater. Med. 47, 2584–2596 (2022).

4. Zuo, X. H., Yin, X. N., Li, Y. Q. & Zhao, J. Q. Panax Notoginseng saponins reduces inflammation damage in diabetic osteoporosis rats by inhibiting rage/mapk signaling pathway. Chin. J. Osteoporos. 29, 343–348 (2023).

5. Zhang, H. et al. Assessing the quality ecology of endemic tree species in china based on machine learning models and uplc methods: The example of Eucommia ulmoides oliv. J. Clean. Prod. 452, 142021 (2024).