Comparison of liver and plasma metabolic profiles in piglets of different ages as animal models for paediatric population

被引:3
作者
Alboniga, Oihane E. [1 ]
Gonzalez, Oskar [1 ]
Alonso, Rosa M. [1 ]
Xu, Yun [2 ]
Goodacre, Royston [2 ]
机构
[1] Univ Basque Country UPV EHU, Fac Sci & Technol, Dept Analyt Chem, Barrio Sarriena S-N, Leioa 48940, Spain
[2] Univ Liverpool, Inst Integrat Biol, Dept Biochem, Biosci Bldg,Crown St, Liverpool L69 7ZB, Merseyside, England
关键词
CLINICAL-TRIALS; MINIATURE PIG; CHROMATOGRAPHY; NEONATOLOGY; SERUM; MS;
D O I
10.1039/d0an00254b
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Liver plays an important role in drug metabolism, so studying the grade of maturation of this organ would help to develop more appropriate dosing regimens for paediatric populations. Nevertheless, considering the invasive nature of liver analyses there are obvious ethical boundaries, particularly in babies and children. In this work, we investigated the suitability of blood plasma as an alternative matrix to evaluate the biological age of liver. With this aim, we studied the correlation of plasma and liver metabolomic profiles obtained by HPLC-TOF-MS for piglets of different ages (newborns, neonates and infants). By means of Pearson correlation analysis we observed that 360 and 1784 pairs of metabolite features were significantly correlated in positive and negative ionization mode, respectively. Procrustes analysis was applied in order to assess the similarity of the clustering resulting from the data obtained from the two matrices and the two ionisation modes. The Procrustes distances were low for both ESI+ (0.3753) and ESI- (0.3673) and, hence, liver and plasma are expected to provide similar discriminatory information. Furthermore, we found that Multiblock Principal Component Analysis (MB-PCA) readily allowed us to combine the data obtained from both matrices and to better understand the clustering according to the three study groups. Considering all these results, we suggest that plasma can provide valuable insight into the maturation grade of liver in order to provide accurate dosing in paediatric population.
引用
收藏
页码:6859 / 6867
页数:9
相关论文
共 33 条
  • [1] Metabolomics: a new tool for the neonatologist
    Atzori, Luigi
    Antonucci, Roberto
    Barberini, Luigi
    Griffin, Julian L.
    Fanos, Vassilios
    [J]. JOURNAL OF MATERNAL-FETAL & NEONATAL MEDICINE, 2009, 22 : 50 - 53
  • [2] Harnessing the complexity of metabolomic data with chemometrics
    Boccard, Julien
    Rudaz, Serge
    [J]. JOURNAL OF CHEMOMETRICS, 2014, 28 (01) : 1 - 9
  • [3] Bose K., 2007, Concept of Human Physical Growth and Development
  • [4] Cytochrome P450 3A - Ontogeny and drug disposition
    de Wildt, SN
    Kearns, GL
    Leeder, JS
    van den Anker, JN
    [J]. CLINICAL PHARMACOKINETICS, 1999, 37 (06) : 485 - 505
  • [5] Quality assurance procedures for mass spectrometry untargeted metabolomics. a review
    Dudzik, Danuta
    Barbas-Bernardos, Cecilia
    Garcia, Antonia
    Barbas, Coral
    [J]. JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2018, 147 : 149 - 173
  • [6] Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry
    Dunn, Warwick B.
    Broadhurst, David
    Begley, Paul
    Zelena, Eva
    Francis-McIntyre, Sue
    Anderson, Nadine
    Brown, Marie
    Knowles, Joshau D.
    Halsall, Antony
    Haselden, John N.
    Nicholls, Andrew W.
    Wilson, Ian D.
    Kell, Douglas B.
    Goodacre, Royston
    [J]. NATURE PROTOCOLS, 2011, 6 (07) : 1060 - 1083
  • [7] Metabolomics in neonatology: Fact or fiction?
    Fanos, V.
    Van den Anker, J.
    Noto, A.
    Mussap, M.
    Atzori, L.
    [J]. SEMINARS IN FETAL & NEONATAL MEDICINE, 2013, 18 (01) : 3 - 12
  • [8] Metabolomics in neonatology and pediatrics
    Fanos, V.
    Barberini, L.
    Antonucci, R.
    Atzori, L.
    [J]. CLINICAL BIOCHEMISTRY, 2011, 44 (07) : 452 - 454
  • [9] Randomized Clinical Trials in Children - Ethical and Methodological Issues
    Henschel, A. D.
    Rothenberger, L. G.
    Boos, J.
    [J]. CURRENT PHARMACEUTICAL DESIGN, 2010, 16 (22) : 2407 - 2415
  • [10] Whole Grain Consumption Increases Gastrointestinal Content of Sulfate-Conjugated Oxylipins in Pigs - A Multicompartmental Metabolomics Study
    Ingerslev, Anne Krog
    Karaman, Ibrahim
    Bagcioglu, Murat
    Kohler, Achim
    Thei, Peter Kappel
    Knudsen, Knud Erik Bach
    Hedemann, Mette Skou
    [J]. JOURNAL OF PROTEOME RESEARCH, 2015, 14 (08) : 3095 - 3110