Perspective on Quantitative Structure-Toxicity Relationship (QSTR) Models to Predict Hepatic Biotransformation of Xenobiotics

被引:27
|
作者
Rai, Mansi [1 ]
Paudel, Namuna [2 ]
Sakhrie, Mesevilhou [3 ]
Gemmati, Donato [4 ,5 ]
Khan, Inshad Ali [1 ]
Tisato, Veronica [4 ,5 ]
Kanase, Anurag [6 ]
Schulz, Armin [7 ]
Singh, Ajay Vikram [8 ]
机构
[1] Cent Univ Rajasthan, Dept Microbiol, NH-8, Bandar Sindri 305817, Rajasthan, India
[2] Tribhuvan Univ, Inst Sci & Technol, Dept Chem, Amrit Campus, Kathmandu 44600, Nepal
[3] Banaras Hindu Univ, Indian Inst Technol, Sch Biomed Engn, Lanka Varanasi 221005, Uttar Pradesh, India
[4] Univ Ferrara, Dept Translat Med, I-44121 Ferrara, Italy
[5] Univ Ferrara, Ctr Hemostasis & Thrombosis, I-44121 Ferrara, Italy
[6] Opentrons Labworks Inc, Brooklyn, NY 11201 USA
[7] Max Planck Inst Solid State Res, D-70569 Stuttgart, Germany
[8] German Fed Inst Risk Assessment BfR, Dept Chem & Prod Safety, Max Dohrn Str 8-10, D-10589 Berlin, Germany
来源
LIVERS | 2023年 / 3卷 / 03期
关键词
hepatic biotransformation; metabolites; computational prediction; enzymes; xenobiotics; MOLECULAR DESCRIPTORS; DRUG DISCOVERY; DESIGN; METABOLOMICS; TOXICOPHORE; FRAMEWORK; GENOMICS; QSAR;
D O I
10.3390/livers3030032
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Biotransformation refers to the metabolic conversion of endogenous and xenobiotic chemicals into more hydrophilic substances. Xenobiotic biotransformation is accomplished by a restricted number of enzymes with broad substrate specificities. The biotransformation of xenobiotics is catalyzed by various enzyme systems that can be divided into four categories based on the reaction they catalyze. The primary concentration is in cytochrome P450, while the CYP enzymes responsible for xenobiotic biotransformation are located within the hepatic endoplasmic reticulum (microsomes). Cytochrome P450 (CYP450) enzymes are also present in extrahepatic tissues. Enzymes catalyzing biotransformation reactions often determine the intensity and duration of the action of drugs and play a key role in chemical toxicity and chemical tumorigenesis. The structure of a given biotransforming enzyme may differ among individuals, which can cause differences in the rates of xenobiotic biotransformation. The study of the molecular mechanisms underlying chemical liver injury is fundamental for preventing or devising new modalities of treatment for liver injury using chemicals. Active metabolites arise from the biotransformation of a parent drug compound using one or more xenobiotic-processing enzymes to generate metabolites with different pharmacological or toxicological properties. Understanding how exogenous chemicals (xenobiotics) are metabolized, distributed, and eliminated is critical to determining the impact of these compounds on human health. Computational tools such as Biotransformer have been developed to predict all the possible metabolites of xenobiotic and enzymatic profiles that are linked to the production of metabolites. The construction of xenobiotic metabolism maps can predict enzymes catalyzing metabolites capable of binding to DNA.
引用
收藏
页码:448 / 462
页数:15
相关论文
共 50 条
  • [41] Skin Sensitization Model Based on Only Animal Data by Qualitative Structure-Toxicity Relationships (QSTR) Approach
    Sato, K.
    Yuta, K.
    Kusaka, Y.
    JOURNAL OF CLINICAL IMMUNOLOGY, 2014, 34 : S467 - S467
  • [42] Quantitative structure-toxicity relationship model for acute toxicity of organophosphates via multiple administration routes in rats and mice
    Wang, Liang-Liang
    Ding, Jun-Jie
    Pan, Li
    Fu, Li
    Tian, Jia-Hao
    Cao, Dong-Sheng
    Jiang, Hui
    Ding, Xiao-Qin
    JOURNAL OF HAZARDOUS MATERIALS, 2021, 401
  • [43] STRUCTURE-TOXICITY RELATIONSHIP OF ETHYLENE-GLYCOL ETHERS
    TANII, H
    SAITO, S
    HASHIMOTO, K
    ARCHIVES OF TOXICOLOGY, 1992, 66 (05) : 368 - 371
  • [44] Study of structure-toxicity relationship by a counterpropagation neural network
    Vracko, M
    Novic, M
    Zupan, J
    ANALYTICA CHIMICA ACTA, 1999, 384 (03) : 319 - 332
  • [45] STRUCTURE-TOXICITY RELATIONSHIP OF TIN-COMPOUNDS ON ALGAE
    WONG, PTS
    CHAU, YK
    KRAMAR, O
    BENGERT, GA
    CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 1982, 39 (03) : 483 - 488
  • [46] Quantitative structure-toxicity relationship study of some natural and synthetic coumarins using retention parameters
    Rabtti, El Hadi M. A.
    Natic, Maja M.
    Milojkovic-Opsenica, Dusanka M.
    Trifkovic, Jelena D.
    Tosti, Tomislav
    Vuckovic, Ivan M.
    Vajs, Vlatka
    Tesic, Zivoslav Lj
    JOURNAL OF THE SERBIAN CHEMICAL SOCIETY, 2012, 77 (10) : 1443 - 1456
  • [47] Skin sensitization studies by quantitative structure toxicity relationships (QSTR) approach
    Sato, Kazuhiro
    Ciloy, Jose Martin
    Kusaka, Yukinori
    TOXICOLOGY LETTERS, 2017, 280 : S280 - S280
  • [48] QUANTITATIVE STRUCTURE-TOXICITY RELATIONSHIPS IN PHOSPHORIC-ACID ESTERS
    MAGER, PP
    SEESE, A
    PHARMAZIE, 1980, 35 (12): : 806 - 807
  • [49] Quantitative structure-toxicity relationships for derivates of benzanilides to Daphnia magna
    Dai, J
    Wang, L
    BULLETIN OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY, 2000, 65 (03) : 366 - 374
  • [50] MULTIVARIATE QUANTITATIVE STRUCTURE-TOXICITY RELATIONSHIPS IN A SERIES OF DOPAMINE MIMETICS
    RIDINGS, JE
    MANALLACK, DT
    SAUNDERS, MR
    BALDWIN, JA
    LIVINGSTONE, DJ
    TOXICOLOGY, 1992, 76 (03) : 209 - 217