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QSARS of mutagens and carcinogens: Two case studies illustrating problems in the construction of models for noncongeneric chemicals 诱变剂和致癌物的QSARS:两个案例研究说明了在构建非同源化学品模型中的问题
Pub Date : 1996-11-04 DOI: 10.1016/S0165-1218(96)90092-0
Romualdo Benigni , Ann M. Richard

There is a strong motivation to develop QSAR models for toxicity prediction for use in screening, for setting testing priorities, and for reducing reliance on animal testing. Decisions must be made daily by toxicologists in governments and industry to direct limited testing resources to the most urgent public health problems, and to direct the types of chemical synthesis and product development efforts undertaken. This need has motivated attempts to construct general QSAR models (e.g., for rodent carcinogenicity), not tailored to congeneric series of chemicals. These various attempts have provided interesting and important scientific evidence; however, they have also shared a limited overall performance. The goal of this paper is to illustrate, by two unrelated actual examples of QSARs for mutagens and carcinogens, some fundamental problems relative to the application of general QSAR approaches to noncongeneric chemicals. Both examples consider data sets that are noncongeneric in a chemical structure and mechanism of action sense: in the first case, a mean mutagenic potency defined as an average over multiple genetic toxicity endpoints, and, in the second case, the NTP two-sexes, two species rodent carcinogenicity bioassay results for 280 carcinogens and noncarcinogens. The problems encountered with the QSAR analyses of these two cases indicate that a successful approach to the problem of QSAR modeling of noncongeneric data will need to consider the multidimensional nature of the problem in both a chemical and a biological sense. Since different chemical classes represent largely independent action mechanisms, some means for extracting local QSARs for constituent classes will be necessary. Alternatively, a general QSAR derived for a noncongeneric data set will need to be scrutinized and decomposed along chemical class lines in order establish boundaries for application and confidence levels for prediction.

有强烈的动机开发QSAR模型用于毒性预测,用于筛选,确定测试优先级,并减少对动物试验的依赖。政府和工业界的毒理学家必须每天作出决定,将有限的测试资源用于最紧迫的公共卫生问题,并指导所进行的化学合成和产品开发工作的类型。这种需求促使人们尝试构建通用的QSAR模型(例如,啮齿动物致癌性),而不是针对同类系列的化学品。这些不同的尝试提供了有趣而重要的科学证据;然而,它们的整体表现也有限。本文的目的是通过两个不相关的用于诱变剂和致癌物质的QSAR的实际例子来说明与一般QSAR方法应用于非同源化学品有关的一些基本问题。这两个例子都考虑了在化学结构和作用机制意义上不相同的数据集:在第一个案例中,平均诱变效力定义为多个遗传毒性终点的平均值,在第二个案例中,NTP对280种致癌物和非致癌物的两性、两种啮齿动物致癌性生物测定结果。对这两个案例进行QSAR分析时遇到的问题表明,要想成功地解决非同类数据的QSAR建模问题,需要在化学和生物学意义上考虑问题的多维性质。由于不同的化学类别代表了很大程度上独立的作用机制,因此需要一些方法来提取组成类别的局部qsar。或者,为非同类数据集导出的一般QSAR将需要沿着化学类线进行仔细检查和分解,以便为预测的应用和置信水平建立界限。
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引用次数: 45
Mutagenicity of 24-hour duplicate of Japanese diet 24小时重复日粮的致突变性
Pub Date : 1996-10-01 DOI: 10.1016/S0165-1218(96)00077-8
Hiroshi Mano , Norio Shibuya , Hiroto Nakadaira Tatsuo Ohta , Teiji Ishizu , Osamu Yamazaki , Shuko Takagi , Kazuo Endoh , Masaharu Yamamoto , Tomio Hirohata

In order to elucidate the genotoxicological characteristics of the Japanese diet, the mutagenicity of 24-h duplicate of the diet samples were investigated. The mutagenicity of blue rayon extract was examined in the Ames Salmoneila/microsome assay. Thirty-two (91.4%) of 35 samples revealed mutagenicity toward Salmonella typhimurium TA98 in the presence of S9 mix. The mutagenic activities showed significant correlations with the consumption rates of broiled fish (r = 0.517, p = 0.0021) and broiled meat (r = 0.494, p = 0.0036). In other test conditions, 6 (17.1%), 5 (14.3%) and 8 (22.9%) samples were mutagenic to Salmonella typhimurium TA98 without S9 mix, TA100 with S9 mix and TA100 without S9 mix, respectively. Findings in the present study suggest that high consumption of broiled fish and broiled meat are important as the source of mutagens/carcinogens in the Japanese diet. In the present study, however, biological inference of these findings could not be made in relation to the occurrence of cancers, especially of the gastric cancer, which is the most prevalent form of cancer in Japan.

为了阐明日本日粮的基因毒理学特征,对日粮样品进行了24 h重复诱变性研究。采用艾姆斯salmonila /微粒体法研究了蓝色人造丝提取物的致突变性。35份样品中有32份(91.4%)在S9混合物存在下对鼠伤寒沙门氏菌TA98表现出致突变性。诱变活性与烤鱼食用量(r = 0.517, p = 0.0021)和烤肉食用量(r = 0.494, p = 0.0036)呈极显著相关。在其他试验条件下,分别有6份(17.1%)、5份(14.3%)和8份(22.9%)样品对不含S9混合物的鼠伤寒沙门菌TA98、TA100和TA100不含S9混合物发生诱变。目前的研究结果表明,大量食用烤鱼和烤肉是日本饮食中诱变剂/致癌物的重要来源。然而,在目前的研究中,这些发现的生物学推断不能与癌症的发生有关,特别是胃癌,这是日本最常见的癌症形式。
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引用次数: 1
Mutagenicity to the mouse bone marrow by the mouse germ cell mutagen N-propyl-N-nitrosourea 小鼠生殖细胞诱变剂n -丙基-n -亚硝基脲对小鼠骨髓的致突变性
Pub Date : 1996-10-01 DOI: 10.1016/S0165-1218(96)00047-X
H. Tinwell, J. Yendle, J. Ashby

N-Propyl-N-nitrosourea (PNU) is shown to be active in male mouse bone marrow micronucleus assays when dosed at either 100 or 200 mg/kg in saline. Activity was observed following either intraperitoneal (i.p.) injection or oral gavage. This observation is consistent with the demonstration by Murota and Shibuya of the specific-locus mutagenicity caused by PNU in male mouse spermatogonia when dosed at 200 mg/kg by i.p. injection. These data strengthen further the observation that rodent germ cell mutagens are also mutagenic to rodent somatic cells.

n -丙基-n -亚硝基脲(PNU)在生理盐水中以100或200 mg/kg的剂量给药时,在雄性小鼠骨髓微核试验中显示出活性。腹腔注射或灌胃后观察活性。这一观察结果与Murota和Shibuya的研究结果一致,即PNU在雄性小鼠精原细胞中以200 mg/kg的剂量通过腹腔注射引起特异性位点突变性。这些数据进一步加强了啮齿动物生殖细胞诱变剂对啮齿动物体细胞也具有诱变作用的观察。
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引用次数: 1
Effects of Salmonella assay negative and positive carcinogens on intrachromosomal recombination in G1-arrested yeast cells 沙门氏菌检测阴性和阳性致癌物对g1阻滞酵母细胞染色体内重组的影响
Pub Date : 1996-10-01 DOI: 10.1016/S0165-1218(96)00078-X
Alvaro Galli , Robert H. Schiestl

A wide variety of carcinogens including Ames assay (Salmonella) positive as well as Salmonella-negative carcinogens induce intrachromosomal recombination (DEL recombination) in strain RS112 of Saccharomyces cerevisiae. It has been previously shown that the Salmonella-positive carcinogens ethyl methanesulfonate (EMS), methyl methanesulfonate (MMS) and 4-nitroquinoline-N-oxide (4-NQO) and the Salmonella-negative carcinogens safrole, benzene, thiourea, carbon tetrachloride and urethane induce DEL recombination in G2-arrested yeast cells. DEL recombination is preferentially induced by safrole, benzene and carbon tetrachloride in G2-arrested cells which might be explained by preferential induction of unequal sister chromatid recombination leading to deletions. To test this, cells of strain RS112 were arrested in the G1 phase of the cell cycle, exposed to these carcinogens and the frequencies of DEL and interchromosomal recombination (ICR) were determined. EMS, MMS and 4-NQO induced DEL recombination and ICR in G1-arrested cells with a linear dose-response curve. In contrast, the Salmonella-negative carcinogens safrole, benzene, carbon tetrachloride, thiourea and urethane induced DEL recombination and ICR with a threshold below which no significant increase was seen and only at already cytotoxic doses. EMS, MMS and 4-NQO were more recombinagenic in previous experiments with growing cells than in G1-arrested cells. On the other hand, safrole, benzene and carbon tetrachloride were more recombinagenic in G1-arrested than in growing cells. Thus, inducibility of DEL recombination in G1-arrested cells parallels inducibility in G2-arrested cells making it less likely that sister chromatid recombination events might be involved. These data are discussed in terms of the mechanism of induced DEL recombination and the possible biological activities of these carcinogens.

多种致癌物包括Ames实验(沙门氏菌)阳性和沙门氏菌阴性致癌物诱导酿酒酵母RS112菌株染色体内重组(DEL重组)。此前已有研究表明,沙门氏菌阳性致癌物甲烷磺酸乙酯(EMS)、甲烷磺酸甲酯(MMS)和4-硝基喹啉-n -氧化物(4-NQO)和沙门氏菌阴性致癌物黄酮、苯、硫脲、四氯化碳和氨基甲酸乙酯可诱导g2阻滞酵母细胞中的DEL重组。黄樟酚、苯和四氯化碳优先诱导g2阻滞细胞中的DEL重组,这可能是由于优先诱导不平等姐妹染色单体重组导致缺失。为了验证这一点,我们将菌株RS112的细胞置于细胞周期的G1期,暴露于这些致癌物中,并测定DEL和染色体间重组(ICR)的频率。EMS、MMS和4-NQO诱导g1阻滞细胞的DEL重组和ICR呈线性剂量-响应曲线。相比之下,沙门氏菌阴性致癌物黄酮、苯、四氯化碳、硫脲和氨基甲酸酯诱导DEL重组和ICR的阈值低于该阈值时未见显著增加,且仅在已经具有细胞毒性的剂量下。在先前的实验中,EMS、MMS和4-NQO在生长细胞中比在g1阻滞细胞中更具有重组性。另一方面,黄樟油、苯和四氯化碳在g1阻滞细胞中的重组性强于在生长细胞中的重组性。因此,在g1捕获的细胞中,DEL重组的诱导性与g2捕获的细胞中的诱导性相似,这使得姐妹染色单体重组事件不太可能参与其中。这些数据从诱导DEL重组的机制和这些致癌物可能的生物活性方面进行了讨论。
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引用次数: 8
Lack of induction of chromosome aberrations and micronuclei by N-(1,3-dimethylbutyl)-N-phenylparaphenylenediamine in mouse bone marrow cells 小鼠骨髓细胞中N-(1,3-二甲基丁基)-N-苯基对苯二胺对染色体畸变和微核缺乏诱导作用
Pub Date : 1996-10-01 DOI: 10.1016/S0165-1218(96)00072-9
Josely George, Ramadasan Kuttan

N-(1,3-Dimethylbutyl)-N-phenylparaphenylenediumine (DMPPD) is a derivative of phenylenediamine (PPD) which is widely used in the rubber industry as an antioxidant. DMPPD which is a strong allergen, is least studied for its clastogenic potency. This study evaluated the genotoxic property of DMPPD in Swiss albino mice bone marrow cells by using chromosomal aberration and micronuclei assay. Three concentrations of DMPPD, i.e., 100, 150 and 200 mg/kg body wt. did not significantly increase the micronuclei in polychromatic erythrocytes or the ratio of poly to normochromatic erythrocytes. Chromosome aberration studies using 100 mg and 200 mg/kg body wt. showed that DMPPD is a non-inducer of chromosome aberrations. The results indicated non-clastogenicity of DMPPD in mice marrow cells up to a concentration of 200 mg/kg body wt. under our experimental conditions.

N-(1,3-二甲基丁基)-N-苯基对苯二胺(DMPPD)是苯基二胺(PPD)的衍生物,在橡胶工业中广泛用作抗氧化剂。DMPPD是一种强过敏原,对其致裂性研究较少。本研究采用染色体畸变和微核分析方法评价DMPPD对瑞士白化小鼠骨髓细胞的遗传毒性。DMPPD浓度分别为100、150和200 mg/kg体质量均未显著增加多染红细胞的微核,也未显著增加多染红细胞与正染红细胞的比例。用100 mg和200 mg/kg体重进行染色体畸变研究表明,DMPPD是非染色体畸变诱导剂。结果表明,在本实验条件下,浓度达到200 mg/kg体重时,DMPPD对小鼠骨髓细胞无致裂性。
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引用次数: 6
Chromosome painting analysis of spontaneous and methyl methanesulfonate-induced trifluorothymidine-resistant L5178Y cell colonies 自发和甲磺酸甲酯诱导的抗三氟胸腺嘧啶L5178Y细胞菌落的染色体染色分析
Pub Date : 1996-10-01 DOI: 10.1016/S0165-1218(96)00069-9
Li-Shi Zhang , Masamitsu Honma, Atsuko Matsuoka, Takayoshi Suzuki, Toshio Sofuni, Makoto Hayashi

Spontaneous and methyl methanesulfonate-induced trifluorothymidine-resistant mutants in mouse lymphoma L5178Y cells were analyzed using fluorescence in situ hybridization with mouse probes specific for chromosome 11, on which the tk gene is located, and chromosome 3, as the control. 76.5% (13/17) of small-colony mutants (thought to be the result of chromosomal mutation) and 28.6% (4/14) of large-colony mutants (thought to be the result of gene mutation) showed rearranged chromosome 11. Of the mutants with abnormal chromosome 11 painting pattern, 5 small- and 2 large-colony mutants carried clonal aberrations, while the remaining 8 small- and 2 large-colony mutants showed mosaic aberrations. Most abnormalities in the small-colony mutants involved the distal region of one painted chromosome 11, where the tk+ gene maps. An increase, rather than a decrease, in chromosome 11 material was found in a majority of abnormally painted mutants. On the contrary, no rearrangements involving chromosome 3 were found in any small- and large-colony mutants analyzed except one large-colony mutant, which showed chromosome rearrangements involving both chromosome 11 and 3. The present study confirms that the majority of small-colony mutants in L5178Y cells have chromosome 11 rearrangements that can be detected by chromosome painting and that the majority of the chromosomal abnormalities in TFT-resistant mutants involved complex rearrangements.

利用tk基因所在的11号染色体和3号染色体特异性小鼠探针,采用荧光原位杂交技术,分析了小鼠淋巴瘤L5178Y细胞中自发和甲基甲磺酸诱导的三氟胸苷耐药突变体。76.5%(13/17)的小菌落突变体(认为是染色体突变的结果)和28.6%(4/14)的大菌落突变体(认为是基因突变的结果)显示11号染色体重排。在11号染色体绘型异常的突变体中,5个小、2个大菌落突变体携带克隆畸变,8个小、2个大菌落突变体携带镶嵌畸变。在小群体突变体中,大多数异常涉及一条染色的11号染色体的远端区域,在那里tk+基因定位。在大多数异常着色突变体中,发现11号染色体的物质增加而不是减少。相反,除1个大集落突变体11号染色体和3号染色体均出现重排外,其他大小集落突变体均未发现3号染色体重排。本研究证实,L5178Y细胞中的大多数小集落突变体都有11号染色体重排,这可以通过染色体涂画检测到,而tft抗性突变体中的大多数染色体异常涉及复杂的重排。
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引用次数: 16
Mutagenicity of cobalt and reactive oxygen producers 钴和活性氧的致突变性
Pub Date : 1996-10-01 DOI: 10.1016/S0165-1218(96)00042-0
Jun Kitahara , Kenzo Yamanaka , Koichi Kato , Yong-Woo Lee , Catherine B. Klein , Max Costa

Oxidative stress has been implicated in carcinogenesis yet there are chemicals that produce oxidative stress that are not carcinogenic. Mutations are the inherited results of DNA damage and are critical events in carcinogenesis. The mutagenicity of oxidative stress induced by peroxide, paraquat and cobalt compounds was examined in transgenic gpt+ Chinese hamster cell lines (G12 and G10). These two cell lines are known to be more sensitive to mutagens such as X-rays and UV than their parental V-79 cells. In these studies, the mutagenic activity of cobalt chloride, a metal that induces oxidative stress but is not carcinogenic, was measured to be 7.7 times higher than the spontaneous mutant frequency in G12, but was only 1.5 to 2.5 times higher than spontaneous mutant frequency in G10 cells. The mutant frequency of cobalt sulfide was somewhat lower. Hydrogen peroxide was found to be only weakly mutagenic in G12 cells, and treatment of cells with a combination of hydrogen peroxide and cobalt did not alter the mutation frequency induced by cobalt sulfide alone. Paraquat did not elicit mutagenesis in either cell line. These results indicate that agents producing oxidative stress are not necessarily mutagenic and these results are discussed in the context of the oxidative stress produced by other carcinogens such as nickel compounds.

氧化应激与致癌有关,但有些化学物质产生氧化应激却不会致癌。突变是DNA损伤的遗传结果,是致癌的关键事件。研究了过氧化氢、百草枯和钴化合物对转基因gpt+中国仓鼠细胞株G12和G10氧化应激的致突变性。已知这两种细胞系对x射线和紫外线等诱变剂比亲本V-79细胞更敏感。在这些研究中,氯化钴(一种诱导氧化应激但不致癌的金属)的致突变活性被测量为G12细胞自发突变频率的7.7倍,但仅为G10细胞自发突变频率的1.5至2.5倍。硫化钴的突变频率稍低。过氧化氢在G12细胞中仅具有弱诱变作用,过氧化氢和钴联合处理细胞并没有改变硫化钴单独诱导的突变频率。百草枯在两种细胞系中均未引起突变。这些结果表明,产生氧化应激的物质不一定是诱变的,这些结果是在其他致癌物如镍化合物产生的氧化应激的背景下讨论的。
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引用次数: 13
Genotoxicity of lynoral (ethinyloestradiol, an oestrogen) in mouse bone marrow cells, in vivo 体内小鼠骨髓细胞中lynoral(炔雌醇,雌激素)的遗传毒性
Pub Date : 1996-10-01 DOI: 10.1016/S0165-1218(96)00065-1
S.K. Shyama, M. Abdul Rahiman

The genotoxic effect of Lynoral (ethinyloestradiol, an oestrogen) was studied using mouse bone marrow cells treated in vivo, employing a chromosomal aberration assay and micronucleus test. The dose and time-yield effects of the sex hormonal drug were investigated. Lynoral failed to induce significant genetic damage in the bone marrow erythrocytes of mice, regarding chromosomal aberrations and micronuclei.

采用染色体畸变法和微核试验,对小鼠骨髓细胞进行体内处理,研究了Lynoral(炔雌醇,一种雌激素)的遗传毒性作用。研究了该性激素药物的剂量效应和时间产率效应。Lynoral不能在小鼠骨髓红细胞中引起显著的遗传损伤,包括染色体畸变和微核。
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引用次数: 15
An investigation of bone marrow and testicular cells in vivo using the comet assay 在体内用彗星试验研究骨髓和睾丸细胞
Pub Date : 1996-10-01 DOI: 10.1016/S0165-1218(96)00061-4
Diana Anderson , Alok Dhawan , Tian-Wei Yu , Michael J. Plewa

The effects of the mutagens, cyclophosphamide (CP), ethyl methanesulphonate (EMS), bleomycin (BLM) and the testicular toxin ethylene glycol monomethyl ether (EGME) in bone marrow and testicular cells have been compared in the alkaline COMET assay. Sprague-Dawley rats were administered by gavage with 50, 100 and 150 mg/kg body weight (bw) of CP; 100, 200 and 300 mg/kg bw EMS; 50, 100 and 150 mg/kg bw BLM and 500, 1000 and 1500 mg/kg bw EGME. Effects were examined at week 2 after treatment for CP, EMS BLM and EGME and at weeks 5 and 6 for EGME. Bone marrow cells were removed and separated by aspiration of the femur and testicular cells by decapsulation of the testis, treating with collagenase followed by trypsin. Various statistical methods were used to analyse the data. For CP there was an increase in damage above control values for bone marrow at 50 mg/kg bw which decreased at 100 mg/kg bw, and there was mortality of the animals at 150 mg/kg bw. A similar response was found in the testicular cells. For EMS and BLM, there were only occasional slight increases in damage in bone marrow and testicular cells. Two studies were conducted with EGME. In the first, where effects were examined at week 2 after treatment, there was an increase in damage in bone marrow cells, but a larger response was observed in testicular cells. In the second study where effects were examined at weeks 5 and 6 after treatment, bone marrow and testicular cells were not affected. The overall results showed that damage persisted for 2 weeks after treatment with CP and EGME but not in weeks 5 and 6 for EGME. Various statistical methods were used to analyse the data. Statistically significant responses were produced after treatment with CP and EGME and were dose-related for EGME, but after treatment with EMS and BLM statistical increases were sporadic. These results suggest that the assay is useful for measuring DNA damage and its persistence, and for comparing the sensitivity of different target organs in vivo.

用碱性彗星法比较了诱变剂环磷酰胺(CP)、甲磺酸乙酯(EMS)、博来霉素(BLM)和睾丸毒素乙二醇单甲基醚(EGME)对骨髓和睾丸细胞的影响。Sprague-Dawley大鼠分别灌胃50、100、150 mg/kg体重CP;100、200和300 mg/kg bw EMS;50、100和150 mg/kg bw BLM和500、1000和1500 mg/kg bw EGME。在治疗后第2周检查CP、EMS、BLM和EGME的效果,在第5周和第6周检查EGME的效果。骨髓细胞通过股骨抽吸分离,睾丸细胞通过睾丸脱囊,用胶原酶和胰蛋白酶处理。使用了各种统计方法来分析数据。CP浓度为50 mg/kg bw时,骨髓损伤值高于对照值,浓度为100 mg/kg bw时损伤值降低,浓度为150 mg/kg bw时出现死亡。在睾丸细胞中也发现了类似的反应。对于EMS和BLM,骨髓和睾丸细胞的损伤只是偶尔轻微增加。使用EGME进行了两项研究。在第一组中,在治疗后第2周检查效果,骨髓细胞损伤增加,但在睾丸细胞中观察到更大的反应。在第二项研究中,在治疗后的第5周和第6周检查效果,骨髓和睾丸细胞没有受到影响。总体结果显示,CP和EGME治疗后,损伤持续2周,而EGME治疗后,损伤持续5周和6周。使用了各种统计方法来分析数据。CP和EGME治疗后产生了统计学上显著的反应,并且EGME与剂量相关,但EMS和BLM治疗后统计学上的增加是零星的。这些结果表明,该方法可用于测量DNA损伤及其持久性,并可用于比较体内不同靶器官的敏感性。
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引用次数: 38
Activation of tinidazole, an antiprotozoal drug to a mutagen by mammalian liver S9 哺乳动物肝脏S9对诱变原的一种抗原虫药物替硝唑的活化
Pub Date : 1996-10-01 DOI: 10.1016/S0165-1218(96)00076-6
R.L. Gupta, V. Vats, T.R. Juneja

Tinidazole was found to display much higher mutagenic activity compared to metronidazole in Salmonella strain TA100 and YG1029. Under anaerobiosis, the specific activity of this nitroimidazole was enhanced, at least, by about 1.75-fold in TA100 and several fold in TA100NR relative to aerobic conditions. The mutagenicity in the latter strain with S9 mix became further increased by 2.5-fold under anaerobiosis, indicating the role of oxygen sensitive bacterial and mammalian S9 nitroreductases in the activation of the drug. The mutagenicity of the drug was slightly lowered in TA100/1,8-DNP6 (O-acetyltransferase deficient), YG1029 (O-acetyltransferase overexpressing) and TA100 in the presence of pentachlorophenol (PCP), an O-acetyltransferase inhibitor. These results rule out the possible involvement of N-acetoxyarylamine pathway in the metabolic activation of these nitroimidazoles.

替硝唑对沙门氏菌TA100和YG1029的诱变活性明显高于甲硝唑。厌氧条件下,与好氧条件相比,该硝基咪唑在TA100中的比活性至少提高了1.75倍,在TA100NR中的比活性提高了数倍。在厌氧条件下,后一菌株的致突变性进一步提高了2.5倍,说明氧敏感细菌和哺乳动物的S9硝基还原酶在药物活化中的作用。在o -乙酰转移酶抑制剂五氯酚(PCP)存在的情况下,TA100/1,8- dnp6 (o -乙酰转移酶缺陷)、YG1029 (o -乙酰转移酶过表达)和TA100的致突变性略有降低。这些结果排除了n -乙酰氧基亚胺途径参与这些硝基咪唑代谢激活的可能性。
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引用次数: 10
期刊
Mutation Research/Genetic Toxicology
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