共 31 条
Metabolomic biomarkers in women with polycystic ovary syndrome: a pilot study
被引:46
作者:

论文数: 引用数:
h-index:
机构:

Daykin, C. A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Nottingham, Sch Pharm, Nottingham NG7 2RD, England Univ Nottingham, Sch Clin Sci, Dept Obstet & Gynaecol, Queens Med Ctr, Nottingham NG7 2UH, England
机构:
[1] Univ Nottingham, Sch Clin Sci, Dept Obstet & Gynaecol, Queens Med Ctr, Nottingham NG7 2UH, England
[2] Univ Nottingham, Sch Pharm, Nottingham NG7 2RD, England
关键词:
metabolomics;
metabonomics;
ovary;
PCOS;
polycystic;
PROTEOMIC ANALYSIS;
POSTMENOPAUSAL WOMEN;
ASSOCIATION;
GENES;
SPECTROSCOPY;
PREVALENCE;
DIAGNOSIS;
RISK;
D O I:
10.1093/molehr/gas029
中图分类号:
Q [生物科学];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
The aim of this study was to investigate whether women with polycystic ovary syndrome (PCOS) had a unique metabolomic profile that was different from controls and to assess the feasibility of a definitive study. Twelve women with PCOS and 10 healthy women as controls had measurements of demographic and anthropometric data, venepunctures and assays on plasma samples for metabolomic profiles using hydrogen-1, nuclear magnetic resonance (H-1 NMR) spectroscopy. There did not appear to be any clear differences between the metabolomic profiles of women with PCOS compared with controls when the NMR spectra were visually inspected and initial principal component analysis showed only a subtle differentiation between the two groups which was spread over three principal components. However, osupervised' data analysis in the form of partial least-squares discriminant analysis (PLS-DA) and non-parametric univariate analysis allowed a stable PLS-DA model to be built, which appeared to differentiate between the two groups in a robust manner. Peak assignments for those spectral regions which appeared to differentiate between control and PCOS were consistent with amino acids (arginine, lysine, proline, glutamate and histidine), organic acids (citrate) and potentially lipids (CH2CH2CC) with significant decreases noted in the levels of citrulline, lipid (CH2CH2CC), arginine, lysine, ornithine, proline, glutamate, acetone, citrate and histidine in PCOS compared with controls. Women with PCOS may have a unique metabolomic finger print and a definitive study is feasible. These findings may enable sample size calculations for confirmatory studies and stimulate further research using metabolomics to improve the understanding and management of PCOS.
引用
收藏
页码:546 / 553
页数:8
相关论文
共 31 条
[1]
H-1 NMR spectroscopy of human blood plasma
[J].
AlaKorpela, M
.
PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY,
1995, 27
:475-554

AlaKorpela, M
论文数: 0 引用数: 0
h-index: 0
机构:
UNIV OULU, DEPT PHYS SCI, NMR RES GRP, POB 333, SF-90571 OULU, FINLAND UNIV OULU, DEPT PHYS SCI, NMR RES GRP, POB 333, SF-90571 OULU, FINLAND
[2]
Prevalence and characteristics of the metabolic syndrome in women with polycystic ovary syndrome
[J].
Apridonidze, T
;
Essah, PA
;
Iuorno, MJ
;
Nestler, JE
.
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM,
2005, 90 (04)
:1929-1935

Apridonidze, T
论文数: 0 引用数: 0
h-index: 0
机构: Virginia Commonwealth Univ, Med Coll Virginia, Dept Internal Med, Richmond, VA 23298 USA

Essah, PA
论文数: 0 引用数: 0
h-index: 0
机构: Virginia Commonwealth Univ, Med Coll Virginia, Dept Internal Med, Richmond, VA 23298 USA

Iuorno, MJ
论文数: 0 引用数: 0
h-index: 0
机构: Virginia Commonwealth Univ, Med Coll Virginia, Dept Internal Med, Richmond, VA 23298 USA

Nestler, JE
论文数: 0 引用数: 0
h-index: 0
机构: Virginia Commonwealth Univ, Med Coll Virginia, Dept Internal Med, Richmond, VA 23298 USA
[3]
Proteomic biomarkers for the diagnosis and risk stratification of polycystic ovary syndrome: a systematic review
[J].
Atiomo, W.
;
Khalid, S.
;
Parameshweran, S.
;
Houda, M.
;
Layfield, R.
.
BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY,
2009, 116 (02)
:137-143

论文数: 引用数:
h-index:
机构:

Khalid, S.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Nottingham, Sch Med, Nottingham NG7 2UH, England Univ Nottingham, Sch Human Dev, Dept Obstet & Gynaecol, Nottingham NG7 2UH, England

Parameshweran, S.
论文数: 0 引用数: 0
h-index: 0
机构:
Queens Med Ctr, Dept Obstet & Gynaecol, Nottingham NG7 2UH, England Univ Nottingham, Sch Human Dev, Dept Obstet & Gynaecol, Nottingham NG7 2UH, England

Houda, M.
论文数: 0 引用数: 0
h-index: 0
机构:
Queens Med Ctr, Dept Obstet & Gynaecol, Nottingham NG7 2UH, England Univ Nottingham, Sch Human Dev, Dept Obstet & Gynaecol, Nottingham NG7 2UH, England

Layfield, R.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Nottingham, Sch Biomed Sci, Nottingham NG7 2UH, England Univ Nottingham, Sch Human Dev, Dept Obstet & Gynaecol, Nottingham NG7 2UH, England
[4]
The prevalence and features of the polycystic ovary syndrome in an unselected population
[J].
Azziz, R
;
Woods, KS
;
Reyna, R
;
Key, TJ
;
Knochenhauer, ES
;
Yildiz, BO
.
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM,
2004, 89 (06)
:2745-2749

论文数: 引用数:
h-index:
机构:

Woods, KS
论文数: 0 引用数: 0
h-index: 0
机构: Univ Alabama, Dept Obstet & Gynecol, Birmingham, AL 35233 USA

Reyna, R
论文数: 0 引用数: 0
h-index: 0
机构: Univ Alabama, Dept Obstet & Gynecol, Birmingham, AL 35233 USA

Key, TJ
论文数: 0 引用数: 0
h-index: 0
机构: Univ Alabama, Dept Obstet & Gynecol, Birmingham, AL 35233 USA

Knochenhauer, ES
论文数: 0 引用数: 0
h-index: 0
机构: Univ Alabama, Dept Obstet & Gynecol, Birmingham, AL 35233 USA

Yildiz, BO
论文数: 0 引用数: 0
h-index: 0
机构: Univ Alabama, Dept Obstet & Gynecol, Birmingham, AL 35233 USA
[5]
CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
[J].
BENJAMINI, Y
;
HOCHBERG, Y
.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY,
1995, 57 (01)
:289-300

BENJAMINI, Y
论文数: 0 引用数: 0
h-index: 0

HOCHBERG, Y
论文数: 0 引用数: 0
h-index: 0
[6]
Association between polycystic ovaries and extent of coronary artery disease in women having cardiac catheterization
[J].
Birdsall, MA
;
Farquhar, CM
;
White, HD
.
ANNALS OF INTERNAL MEDICINE,
1997, 126 (01)
:32-35

Birdsall, MA
论文数: 0 引用数: 0
h-index: 0
机构: GREEN LANE HOSP, DEPT CARDIOL, AUCKLAND 1003, NEW ZEALAND

Farquhar, CM
论文数: 0 引用数: 0
h-index: 0
机构: GREEN LANE HOSP, DEPT CARDIOL, AUCKLAND 1003, NEW ZEALAND

White, HD
论文数: 0 引用数: 0
h-index: 0
机构: GREEN LANE HOSP, DEPT CARDIOL, AUCKLAND 1003, NEW ZEALAND
[7]
Genome-wide association study identifies susceptibility loci for polycystic ovary syndrome on chromosome 2p16.3, 2p21 and 9q33.3
[J].
Chen, Zi-Jiang
;
Zhao, Han
;
He, Lin
;
Shi, Yuhua
;
Qin, Yingying
;
Shi, Yongyong
;
Li, Zhiqiang
;
You, Li
;
Zhao, Junli
;
Liu, Jiayin
;
Liang, Xiaoyan
;
Zhao, Xiaoming
;
Zhao, Junzhao
;
Sun, Yingpu
;
Zhang, Bo
;
Jiang, Hong
;
Zhao, Dongni
;
Bian, Yuehong
;
Gao, Xuan
;
Geng, Ling
;
Li, Yiran
;
Zhu, Dongyi
;
Sun, Xiuqin
;
Xu, Jin-e
;
Hao, Cuifang
;
Ren, Chun-e
;
Zhang, Yajie
;
Chen, Shiling
;
Zhang, Wei
;
Yang, Aijun
;
Yan, Junhao
;
Li, Yuan
;
Ma, Jinlong
;
Zhao, Yueran
.
NATURE GENETICS,
2011, 43 (01)
:55-U75

Chen, Zi-Jiang
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Zhao, Han
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

He, Lin
论文数: 0 引用数: 0
h-index: 0
机构:
Fudan Univ, Inst Biomed Sci, Shanghai 200433, Peoples R China
Shanghai Jiao Tong Univ, Minist Educ, Key Lab Genet Dev & Neuropsychiat Disorders, Bio X Ctr, Shanghai 200030, Peoples R China
Chinese Acad Sci, Shanghai Inst Biol Sci, Inst Nutr Sci, Shanghai, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Shi, Yuhua
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Qin, Yingying
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Shi, Yongyong
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Minist Educ, Key Lab Genet Dev & Neuropsychiat Disorders, Bio X Ctr, Shanghai 200030, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Li, Zhiqiang
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Minist Educ, Key Lab Genet Dev & Neuropsychiat Disorders, Bio X Ctr, Shanghai 200030, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

You, Li
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Zhao, Junli
论文数: 0 引用数: 0
h-index: 0
机构:
Ningxia Med Univ, Affiliated Hosp, Ningxia, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Liu, Jiayin
论文数: 0 引用数: 0
h-index: 0
机构:
Nanjing Med Univ, Affiliated Hosp 1, Nanjing, Jiangsu, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Liang, Xiaoyan
论文数: 0 引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 6, Guangzhou, Guangdong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Zhao, Xiaoming
论文数: 0 引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Renji Hosp, Shanghai 200030, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Zhao, Junzhao
论文数: 0 引用数: 0
h-index: 0
机构:
Wenzhou Med Coll, Affiliated Hosp 1, Wenzhou, Zhejiang, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Sun, Yingpu
论文数: 0 引用数: 0
h-index: 0
机构:
Zhengzhou Univ, Affiliated Hosp 1, Zhengzhou, Henan, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Zhang, Bo
论文数: 0 引用数: 0
h-index: 0
机构:
Maternal & Child Hlth Hosp Guangxi, Guangxi, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Jiang, Hong
论文数: 0 引用数: 0
h-index: 0
机构: Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Zhao, Dongni
论文数: 0 引用数: 0
h-index: 0
机构:
China Med Univ, Shengjing Hosp, Liaoning, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Bian, Yuehong
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Gao, Xuan
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Geng, Ling
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Li, Yiran
论文数: 0 引用数: 0
h-index: 0
机构:
Qingdao Women & Children Med Healthcare Ctr, Qingdao, Shandong, Peoples R China
Affiliated Hosp, Weifang Med Coll, Weifang, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Zhu, Dongyi
论文数: 0 引用数: 0
h-index: 0
机构:
Linyi Peoples Hosp, Linyi, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Sun, Xiuqin
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Jingning First Peoples Hosp, Jingning, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Xu, Jin-e
论文数: 0 引用数: 0
h-index: 0
机构:
Qingdao Univ, Coll Med, Affiliated Hosp, Qingdao, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Hao, Cuifang
论文数: 0 引用数: 0
h-index: 0
机构:
Yantai Yuhuangding Hosp, Yantai, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Ren, Chun-e
论文数: 0 引用数: 0
h-index: 0
机构:
Affiliated Hosp, Weifang Med Coll, Weifang, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Zhang, Yajie
论文数: 0 引用数: 0
h-index: 0
机构:
Jinan Hlth Inst Matern & Infant, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Chen, Shiling
论文数: 0 引用数: 0
h-index: 0
机构:
Nanfang Hosp, Nanfang, Guangdong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Zhang, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Fudan Univ, Obstet & Gynecol Hosp, Shanghai 200433, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Yang, Aijun
论文数: 0 引用数: 0
h-index: 0
机构:
Jining Med Coll, Affiliated Hosp, Jining, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Yan, Junhao
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Li, Yuan
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Ma, Jinlong
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China

Zhao, Yueran
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
Shandong Key Lab Reprod Med, Jinan, Shandong, Peoples R China Shandong Univ, Shandong Prov Hosp, Ctr Reprod Med, Jinan 250100, Shandong, Peoples R China
[8]
Identification of overexpressed proteins by proteomic analysis using human follicular fluids derived from polycystic ovary syndrome (PCOS) patients.
[J].
Choi, B.-C.
;
Kim, Y-S.
;
Kim, M.-S.
;
Chung, M-K.
;
Choi, C.-H.
;
Baek, K.-H.
.
FERTILITY AND STERILITY,
2007, 88
:S180-S180

Choi, B.-C.
论文数: 0 引用数: 0
h-index: 0
机构: CI Womens Hosp, Dept Obstet & Gynecol, Kwangju, South Korea

Kim, Y-S.
论文数: 0 引用数: 0
h-index: 0
机构: CI Womens Hosp, Dept Obstet & Gynecol, Kwangju, South Korea

Kim, M.-S.
论文数: 0 引用数: 0
h-index: 0
机构: CI Womens Hosp, Dept Obstet & Gynecol, Kwangju, South Korea

Chung, M-K.
论文数: 0 引用数: 0
h-index: 0
机构: CI Womens Hosp, Dept Obstet & Gynecol, Kwangju, South Korea

Choi, C.-H.
论文数: 0 引用数: 0
h-index: 0
机构: CI Womens Hosp, Dept Obstet & Gynecol, Kwangju, South Korea

Baek, K.-H.
论文数: 0 引用数: 0
h-index: 0
机构: CI Womens Hosp, Dept Obstet & Gynecol, Kwangju, South Korea
[9]
Proteomic analysis of human omental adipose tissue in the polycystic ovary syndrome using two-dimensional difference gel electrophoresis and mass spectrometry
[J].
Corton, Marta
;
Botella-Carretero, Jose I.
;
Lopez, Juan A.
;
Camafeita, Emilio
;
Millan, Jose L. San
;
Escobar-Morreale, Hector F.
;
Peral, Belen
.
HUMAN REPRODUCTION,
2008, 23 (03)
:651-661

Corton, Marta
论文数: 0 引用数: 0
h-index: 0
机构:
CSIC, Inst Invest Biomed, E-28029 Madrid, Spain
Univ Autonoma Madrid, E-28029 Madrid, Spain CSIC, Inst Invest Biomed, E-28029 Madrid, Spain

Botella-Carretero, Jose I.
论文数: 0 引用数: 0
h-index: 0
机构:
Hosp Univ Ramon y Cajal, Dept Endocrinol, E-28034 Madrid, Spain
Univ Alcala de Henares, E-28034 Madrid, Spain
Hosp Univ Ramon y Cajal, Dept Mol Genet, E-28034 Madrid, Spain CSIC, Inst Invest Biomed, E-28029 Madrid, Spain

Lopez, Juan A.
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Nacl Invest Cardiovasc, Unidad Proteom, E-28029 Madrid, Spain CSIC, Inst Invest Biomed, E-28029 Madrid, Spain

Camafeita, Emilio
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Nacl Invest Cardiovasc, Unidad Proteom, E-28029 Madrid, Spain CSIC, Inst Invest Biomed, E-28029 Madrid, Spain

Millan, Jose L. San
论文数: 0 引用数: 0
h-index: 0
机构:
Hosp Univ Ramon y Cajal, Dept Endocrinol, E-28034 Madrid, Spain
Univ Alcala de Henares, E-28034 Madrid, Spain
Hosp Univ Ramon y Cajal, Dept Mol Genet, E-28034 Madrid, Spain CSIC, Inst Invest Biomed, E-28029 Madrid, Spain

Escobar-Morreale, Hector F.
论文数: 0 引用数: 0
h-index: 0
机构:
Hosp Univ Ramon y Cajal, Dept Endocrinol, E-28034 Madrid, Spain
Univ Alcala de Henares, E-28034 Madrid, Spain
Hosp Univ Ramon y Cajal, Dept Mol Genet, E-28034 Madrid, Spain CSIC, Inst Invest Biomed, E-28029 Madrid, Spain

Peral, Belen
论文数: 0 引用数: 0
h-index: 0
机构:
CSIC, Inst Invest Biomed, E-28029 Madrid, Spain
Univ Autonoma Madrid, E-28029 Madrid, Spain CSIC, Inst Invest Biomed, E-28029 Madrid, Spain
[10]
Data handling for interactive metabolomics: tools for studying the dynamics of metabolome-macromolecule interactions
[J].
Daykin, Clare A.
;
Bro, Rasmus
;
Wulfert, Florian
.
METABOLOMICS,
2012, 8 (01)
:S52-S63

Daykin, Clare A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Nottingham, Sch Pharm, Div Mol & Cellular Sci, Nottingham NG7 2RD, England Univ Nottingham, Sch Pharm, Div Mol & Cellular Sci, Nottingham NG7 2RD, England

Bro, Rasmus
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Copenhagen, Dept Food Sci, Fac Life Sci, DK-1958 Frederiksberg C, Denmark Univ Nottingham, Sch Pharm, Div Mol & Cellular Sci, Nottingham NG7 2RD, England

Wulfert, Florian
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Nottingham, Sch Pharm, Div Mol & Cellular Sci, Nottingham NG7 2RD, England Univ Nottingham, Sch Pharm, Div Mol & Cellular Sci, Nottingham NG7 2RD, England