[Discrimination of Boletus Tomentipes from Different Regions Based on Infrared Spectrum Combined with Principal Component Analysis and Cluster Analysis].

主成分分析 重复性 模式识别(心理学) 聚类分析 分析化学(期刊) 数学 化学 统计 生物系统
作者
Tao Yang,Ji Zhang,Tao Li,Yuanzhong Wang,Honggao Liu
出处
期刊:PubMed 卷期号:36 (6): 1726-30 被引量:1
链接
标识
摘要

With the aim of establishing a rapid method to discriminate Boletus tomentipes samples from different regions, FTIR spectroscopy with the aid of principal component analysis and clustering analysis were used in the present study. The information of infrared spectra of B. tomentipes samples originated from 15 regions has been collected. The original infrared spectra was pretreated by multiplicative signal correction (MSC) in combination with second derivative and Norris smooth. The spectral data were analyzed by principal component analysis and cluster analysis after the optimal pretreatment of MSC+SD+ND (15, 5), and the reasons for the differences of B. tomentipes samples from different regions could be explained through the principal component loading plot. The results showed that, the RSDs of repeatability, accuracy and stability of the method were 0.17%, 0.08% and 0.27%, respectively, which indicated the method was stable and reliable. The cumulative contribution of first three principal components of PCA was 87.24% which could reflect the most information of the samples. Principal component scores scatter plot displaying the samples from same origin could clustered together and samples from different areas distributed in a relatively independent space. Which can distinguish samples collected from different origins, effectively. The loading plot of principal component showed that with the principal component contribution rate decreasing, the captured sample information of principal component was also reducing. In the wave number of 3 571, 2 958, 1 625, 1 456, 1 405, 1 340, 1 191, 1 143, 1 084, 935, 840, 727 cm-1, the first principal component captured a large amount of sample information which attributed to carbohydrates, proteins, amino acids, fat, fiber and other chemical substances. Which showed that the different contents of these chemical substances may be the basis of discrimination of B. tomentipes samples from different origins. Cluster analysis based on ward method and Euclidean distance has shown the classification and correlation among samples. Samples originated from 15 regions could be clustered correctly in accordance with the basic origins and the correct rate was 93.33%. Which can be used to identify and analyze B. tomentipes collected from different sites. Fourier transform infrared spectroscopy combined with principal component analysis and cluster analysis can be effectively used to discriminate origins of B. tomentipes mushrooms and the reasons for the differences of B. tomentipes samples from different regions could be explained. This method could provide a reliable basis for discrimination and application of wild edible mushrooms.

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
天天快乐应助威武鸽子采纳,获得10
1秒前
1秒前
fufu6发布了新的文献求助10
1秒前
丘比特应助认真的鞅采纳,获得10
1秒前
2秒前
香蕉觅云应助shaqima采纳,获得10
2秒前
2秒前
xiaoma留下了新的社区评论
3秒前
kevin发布了新的文献求助10
3秒前
3秒前
3秒前
科研通AI6.2应助刘旭成采纳,获得10
4秒前
5秒前
小二郎应助日生采纳,获得10
5秒前
左傲安发布了新的文献求助10
5秒前
酷酷的白桃应助黑猫采纳,获得10
5秒前
尊敬盼雁发布了新的文献求助10
5秒前
未来学术司马懿完成签到,获得积分0
5秒前
Gin发布了新的文献求助10
5秒前
岁城发布了新的文献求助50
6秒前
6秒前
6秒前
梦红完成签到,获得积分10
7秒前
Copyright应助Astar采纳,获得10
7秒前
8秒前
萧楚军完成签到,获得积分20
9秒前
所所应助ll61采纳,获得20
9秒前
程璟曦发布了新的文献求助10
9秒前
爆米花应助小王采纳,获得10
10秒前
踏实的三问完成签到,获得积分10
11秒前
mobei完成签到,获得积分10
11秒前
12秒前
12秒前
轻松绿旋发布了新的文献求助10
12秒前
各站停靠完成签到,获得积分10
12秒前
13秒前
ding应助yier采纳,获得10
13秒前
单薄雪巧完成签到 ,获得积分10
13秒前
13秒前
充电宝应助ZHAOYUN采纳,获得10
13秒前
高分求助中
Cronologia da história de Macau 5000
Matrix Methods in Data Mining and Pattern Recognition 510
C语言程序设计(微课版) 500
Interactions of Vowel Quality and Prosody in East Slavic 500
Vander's Renal Physiology第10版 500
Forensic Science An Introduction to Scientific and Investigative Techniques 6th Edition 400
Reaction of 3-Methylenedihydro-(3H)furan-2-one with Diazoalkanes. Syntheses and Crystal Structures of Spiranic Cyclopropyl Compounds 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7095807
求助须知:如何正确求助?哪些是违规求助? 8752285
关于积分的说明 18511953
捐赠科研通 6649402
什么是DOI,文献DOI怎么找? 3137764
关于科研通互助平台的介绍 2246035
邀请新用户注册赠送积分活动 2112581