Novel Prediction Method of Beer Foam Stability Using Protein Z, Barley Dimeric α-Amylase Inhibitor-1 (BDAI-1) and Yeast Thioredoxin

化学 线性回归 斑点 理论(学习稳定性) 色谱法 食品科学 数学 统计 计算机科学 机器学习 物理化学
作者
Takashi Iimure,Kiyoshi Takoi,T. Kaneko,Makoto Kihara,Katsuhiro Hayashi,Kazutoshi Ito,Kazuhiro Sato,Kazuyoshi Takeda
出处
期刊:Journal of Agricultural and Food Chemistry [American Chemical Society]
卷期号:56 (18): 8664-8671 被引量:61
标识
DOI:10.1021/jf801184k
摘要

Foam stability is an important quality trait of beer. Our previous results of two-dimensional gel electrophoresis (2DE) analyses of beer proteins implied a relationship between barley dimeric α-amylase inhibitor-1 (BDAI-1) and beer foam stability as judged by the NIBEM-T analyzer. To develop a novel prediction method of beer foam stability under different conditions of barley cultivar and malt modification, multiple linear regression analysis was applied. The spot intensities of major beer proteins on 2DE gel were quantified and used as explanatory variables. The foam stabilities of 25 beer samples each brewed from malt with different malt modification in one of the three cultivars (cultivars A, B, and C) were explained by the spot intensities of BDAI-1 at the 5% significance level (r = 0.421). Furthermore, two other major protein spots (b0 and b5) were observed on the 2DE gels of Japanese commercial beer samples with different foam stability. Then, multiple regression for foam stability was calculated using these three spot intensities as explanatory variables. As a result, 72.1% of the beer foam stability in 25 beer samples was explained by a novel multiple regression equation calculated using spot b0 and BDAI-1 as positive explanatory variables and spot b5 as a negative variable. To verify the validity of the multiple regression equation and the explanatory variables, the beer foam stability in practical beer samples was analyzed. As a result, 81.5% of the beer foam stability in 10 Japanese commercial beer samples was also explained by using spot b0 and BDAI-1 as positive explanatory variables and spot b5 as a negative variable. Mass spectrometry analyses followed by database searches revealed that protein spots b0 and b5 were identified as protein Z originated from barley and thioredoxin originated from yeast, respectively. These results confirm that BDAI-1 and protein Z are foam-positive factors and identify yeast thioredoxin as a possible novel foam-negative factor.
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
2秒前
Jia发布了新的文献求助150
3秒前
无花果应助fhbsdufh采纳,获得10
7秒前
Skyyi发布了新的文献求助10
9秒前
11秒前
黄明霞完成签到 ,获得积分10
16秒前
16秒前
16秒前
尼尼恁好发布了新的文献求助10
17秒前
等待亦旋完成签到,获得积分10
18秒前
李伟完成签到,获得积分10
19秒前
在水一方应助尼尼恁好采纳,获得10
21秒前
John完成签到,获得积分10
22秒前
22秒前
量子星尘发布了新的文献求助10
23秒前
核桃发布了新的文献求助10
24秒前
fhbsdufh发布了新的文献求助10
26秒前
小太阳完成签到,获得积分10
28秒前
寂寞的书竹完成签到,获得积分20
33秒前
33秒前
37秒前
111完成签到,获得积分10
38秒前
40秒前
40秒前
43秒前
欣心完成签到,获得积分20
46秒前
英俊白莲发布了新的文献求助10
46秒前
46秒前
47秒前
Rebeccaiscute完成签到 ,获得积分10
48秒前
雪时晴发布了新的文献求助30
50秒前
量子星尘发布了新的文献求助10
51秒前
忧郁的猕猴桃完成签到,获得积分10
51秒前
fhbsdufh完成签到,获得积分10
52秒前
JYX完成签到 ,获得积分10
52秒前
53秒前
huangbing123完成签到 ,获得积分10
53秒前
HEIKU应助CC采纳,获得10
54秒前
55秒前
爆米花应助Jia采纳,获得10
55秒前
高分求助中
【提示信息,请勿应助】请使用合适的网盘上传文件 10000
Continuum Thermodynamics and Material Modelling 2000
The Oxford Encyclopedia of the History of Modern Psychology 1500
Green Star Japan: Esperanto and the International Language Question, 1880–1945 800
Sentimental Republic: Chinese Intellectuals and the Maoist Past 800
The Martian climate revisited: atmosphere and environment of a desert planet 800
Learning to Listen, Listening to Learn 520
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 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3866133
求助须知:如何正确求助?哪些是违规求助? 3408729
关于积分的说明 10659621
捐赠科研通 3132910
什么是DOI,文献DOI怎么找? 1727844
邀请新用户注册赠送积分活动 832501
科研通“疑难数据库(出版商)”最低求助积分说明 780298