亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

Water as a probe to understand the traditional Chinese medicine extraction process with near infrared spectroscopy: A case of Danshen (Salvia miltiorrhiza Bge) extraction process

丹参 萃取(化学) 偏最小二乘回归 色谱法 近红外光谱 化学 活性成分 主成分分析 分析化学(期刊) 人工智能 中医药 计算机科学 医学 机器学习 物理 替代医学 病理 量子力学 生物信息学 生物
作者
Lele Gao,Zhong Liang,Jin Zhang,Mengqi Zhang,Yingzi Zeng,Lian Li,Hengchang Zang
出处
期刊:Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy [Elsevier BV]
卷期号:244: 118854-118854 被引量:34
标识
DOI:10.1016/j.saa.2020.118854
摘要

Extraction process is not only a critical manufacturing unit but also the initial process of various extracts and preparations. Taking the most extensive Chinese herbal medicine Danshen (Salvia miltziorrhiza Bge) as an example, salvianolic acid B (Sal B) is its main active pharmaceutical ingredient but lacks accurate characterization of the extraction process. As one of process analytical technologies, near-infrared spectroscopy (NIRS) technology has been widely applied for monitoring pharmaceutical extraction process. In most past studies, water spectral information is often eliminated due to its high absorption. However, this study proposed a method of using water spectrum to understand the whole extraction process and to quickly determine the content of Sal B. Principal component analysis (PCA) was first utilized to investigate the whole extraction process, then the reconstructed spectrum based on PCA was established and analyzed by Aquaphotomics, and finally the partial least squares regression (PLSR) quantitative model of Sal B was established. PCA and Aquaphotomics results showed the whole extraction process could be considered as a dynamic change from structure breaker to structure maker, and the dominance of highly H-bonded water structures increases with the extraction time. Also, the Sal B quantitative model with water spectrum showed higher accuracy and stability than other methods, which parameters (RMSEC, RMSECV, RMSEP, R2c, R2cv, R2p, RPD) were 0.2408 mg/mL, 0.2939 mg/mL, 0.2584 mg/mL, 0.9536, 0.9300, 0.9494, 4.6298, respectively, and the paired t-test showed that Sal B content measured by NIR and HPLC methods had no significant differences (p > 0.05). In conclusion, all result indicated that water can be used as a probe to understand the traditional Chinese medicine extraction process with NIRS.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
彭幽发布了新的文献求助20
2秒前
香蕉觅云应助zmy123采纳,获得20
10秒前
NexusExplorer应助jfoplise采纳,获得10
11秒前
共享精神应助aa采纳,获得10
21秒前
GEGEGE发布了新的文献求助10
24秒前
zzeru21发布了新的文献求助10
25秒前
Sandy发布了新的文献求助10
35秒前
gtgyh完成签到 ,获得积分10
36秒前
46秒前
Ava应助jackycas采纳,获得10
47秒前
我是老大应助科研通管家采纳,获得10
48秒前
48秒前
48秒前
领导范儿应助科研通管家采纳,获得10
48秒前
星辰大海应助科研通管家采纳,获得10
49秒前
49秒前
zzeru21发布了新的文献求助10
51秒前
59秒前
jackycas发布了新的文献求助10
1分钟前
zzeru21发布了新的文献求助10
1分钟前
guyuzheng完成签到,获得积分10
1分钟前
爆米花应助多情捕采纳,获得10
1分钟前
1分钟前
爱听歌谷蓝完成签到,获得积分10
1分钟前
健忘荧发布了新的文献求助10
1分钟前
Auralis完成签到 ,获得积分10
1分钟前
zzeru21发布了新的文献求助10
1分钟前
魔幻的芳完成签到,获得积分10
1分钟前
1分钟前
火星上的宝马完成签到,获得积分10
1分钟前
健忘荧完成签到,获得积分10
1分钟前
zmy123发布了新的文献求助20
1分钟前
悲凉的忆南完成签到,获得积分10
1分钟前
陈旧完成签到,获得积分10
1分钟前
1分钟前
欣欣子完成签到,获得积分10
1分钟前
zzeru21发布了新的文献求助30
1分钟前
yxl完成签到,获得积分10
1分钟前
可耐的盈完成签到,获得积分10
2分钟前
隐形曼青应助jackycas采纳,获得10
2分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
APA handbook of humanistic and existential psychology: Clinical and social applications (Vol. 2) 3000
Cronologia da história de Macau 1600
Handbook on Climate Mobility 1111
Treatment response-adapted risk index model for survival prediction and adjuvant chemotherapy selection in nonmetastatic nasopharyngeal carcinoma 1000
Lloyd's Register of Shipping's Approach to the Control of Incidents of Brittle Fracture in Ship Structures 1000
BRITTLE FRACTURE IN WELDED SHIPS 1000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 纳米技术 计算机科学 化学工程 生物化学 物理 复合材料 内科学 催化作用 物理化学 光电子学 细胞生物学 基因 电极 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 6176927
求助须知:如何正确求助?哪些是违规求助? 8004571
关于积分的说明 16648852
捐赠科研通 5280016
什么是DOI,文献DOI怎么找? 2815291
邀请新用户注册赠送积分活动 1794991
关于科研通互助平台的介绍 1660323