[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
Tian-wei Yang,Ji Zhang,Tao Li,Yuanzhong Wang,Honggao Liu
出处
期刊:PubMed [National Institutes of Health]
卷期号:36 (6): 1726-30 被引量:2
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
坚定尔曼应助灰哩采纳,获得10
刚刚
刚刚
丹丹发布了新的文献求助10
1秒前
hua发布了新的文献求助10
1秒前
可爱的函函应助zoeydonut采纳,获得10
2秒前
闪闪的乐蕊完成签到,获得积分10
2秒前
jaedo完成签到 ,获得积分10
3秒前
喜悦代真发布了新的文献求助10
3秒前
完美世界应助HOLLY采纳,获得10
3秒前
4秒前
无花果应助keo采纳,获得10
5秒前
无花果应助keo采纳,获得10
5秒前
淡定雍完成签到,获得积分10
5秒前
Nole应助keo采纳,获得10
5秒前
Yuan应助keo采纳,获得10
6秒前
orixero应助keo采纳,获得10
6秒前
Yuan应助keo采纳,获得10
6秒前
李健的小迷弟应助李咕噜采纳,获得10
7秒前
cryz发布了新的文献求助10
7秒前
8秒前
深情安青应助丹丹采纳,获得10
8秒前
在水一方应助Ming采纳,获得10
8秒前
9秒前
今后应助董晴采纳,获得30
10秒前
li完成签到,获得积分10
10秒前
11秒前
11秒前
12秒前
脑洞疼应助丰富的念双采纳,获得10
12秒前
12秒前
jianan发布了新的文献求助10
13秒前
烟花应助zy采纳,获得10
13秒前
清一完成签到,获得积分10
14秒前
melodyyy发布了新的文献求助10
15秒前
HOLLY发布了新的文献求助10
15秒前
影2857完成签到,获得积分10
17秒前
zoeydonut发布了新的文献求助10
17秒前
Memory发布了新的文献求助10
17秒前
风中的竺发布了新的文献求助10
17秒前
殷勤的紫槐应助Duke采纳,获得200
17秒前
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
Autoparametric Resonance in Mechanical Systems 1000
Effects of Two Weeks of Red Light Therapy on Choroidal Thickness and Axial Length in Young Adults 700
Cosmos as Art Object: Studies in Plato's Timaeus and Other Dialogues 600
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Auslegungsgeschichte 500
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 7660263
求助须知:如何正确求助?哪些是违规求助? 9230511
关于积分的说明 19847708
捐赠科研通 7228271
什么是DOI,文献DOI怎么找? 3281594
关于科研通互助平台的介绍 2441304
邀请新用户注册赠送积分活动 2281987