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1.
Quantitative determination of the 5-(hydroxymethyl)uracil moiety in the DNA of gamma-irradiated cells 总被引:10,自引:0,他引:10
5-(Hydroxymethyl)uracil (HMUra) is a chemically stable derivative of thymine formed through the action of ionizing radiation which we previously identified in the DNA of gamma-irradiated HeLa cells [Teebor, G. W., Frenkel, K., & Goldstein, M. S. (1984) Proc. Natl. Acad. Sci. U.S.A. 81, 318-321]. In this report, we determine whether HMUra can be used as a marker of exposure of DNA to ionizing radiation. Dose-response curves for its formation in [3H]thymidine-labeled DNA were constructed by exposing the DNA to increasing amounts of gamma-radiation and measuring the HMUra content. DNA was irradiated both in solution and in intact cells. HMUra was identified as the 2'-deoxyribonucleoside 5-(hydroxymethyl)-2'-deoxyuridine (HMdU) by subjecting the irradiated DNA to enzymatic digestion and analyzing the mixture of 2'-deoxyribonucleosides by high-pressure liquid chromatography. The identity of the radiogenically formed HMdU was confirmed by acetylation and the structure of the acetyl derivative obtained by mass and nuclear magnetic resonance spectroscopies. At two different DNA concentrations in solution, the same number of thymidine moieties were converted to HMdU, indicating that within this range of concentration the formation of HMdU was mediated through the indirect action of ionizing radiation. Equal amounts of HMdU were formed in single- and double-stranded DNA at each radiation dose, indicating that DNA conformation did not affect HMdU formation. Surprisingly, the G value (number of HMdU molecules formed/100 eV) was higher in irradiated cellular DNA than in DNA irradiated in solution.(ABSTRACT TRUNCATED AT 250 WORDS) 相似文献
2.
Roberta Bertelli Fabrizio Ginevri Rosanna Gusmano Gian Marco Ghiggeri 《In vitro cellular & developmental biology. Animal》1991,27(10):799-804
Summary It has been suggested that the generation of toxic radicals plays an important role in toxicity by Adriamycin (ADR) on cancer
cell lines and in vivo. We have examined the role of free radicals in determining toxicity and resistance to ADR of rat glomerular
epithelial cells in culture; this method provides a good model for analyzing the mechanisms responsible for ADR experimental
nephrosis in rats. Three points were established: a) the intra- or extracellular site of ADR toxicity; b) the role of the
superoxide anion and of the hydroxyl radical in determining intra- and-extracellular cytotoxicity; and c) the implication
of oxido-reduction cycling as a potential route for ADR semiquinone transformation. Free ADR was found to induce the same
inhibition of [3H]thymidine incorporation into DNA as ADR bound to an agarose macroporous bed which prevents the intracellular incorporation
of the drug. Specific scavenging of free radical activity by the enzymes catalase and superoxide dismutase, the hydroxyl radical
inhibitors dimethyl sulfoxide and dimethylthiourea (DMTU) and by chelation of intracellular free iron with deferoxamine produced
only a partial restoration of [3H]thymidine incorporation into DNA, which was maximal for DMTU (30% of normal incorporation). DMTU treatment was unsuccessful
in preventing the extracellular cytostatic effect of ADR. Finally, glomerular epithelial cell killing (51Cr-release method) by 5-iminodaunorubicin, an ADR analogue with a modified quinone function that prohibits oxido-reduction
cycling, was higher than unmodified ADR. These results indicate that ADR may exert its cytotoxic effects on glomerular epithelial
cells by interaction at the cell surface, whereas the intracellular compartment, principally DNA, does not seem to be the
target of ADR effects. They also suggest that the free radicals are in part responsible for ADR intracellular cytotoxicity,
but other mechanisms should also be hypothesized. Finally, the participation of the ADR semiquinone radical in oxido-reduction
cycling seems not important for the induction of the cellular damage. 相似文献
3.
Staffan Eksborg Hans Ehrsson Ingrid Andersson 《Journal of chromatography. B, Analytical technologies in the biomedical and life sciences》1979,164(4):479-486
A method is given for the determination of adriamycin and its main metabolite, adriamycinol in plasma from cancer patients after administration of adriamycin as the free drug or as a complex with DNA.Adriamycin and adriamycinol are extracted in a column from 1 ml of plasma (pH 8.6) using a mixture of chloroform—1-heptanol (8:2). After re-extraction into phosphate buffer pH 2.2, the separation is performed as reversed-phase liquid chromatography on a LiChrosorb RP-2 (5 μm) column with a mobile phase of acetonitrile—water, acidified with phosphoric acid.The precision by quantitation with photometric detection was better than 5% within the range 50–300 ng/ml. Plasma levels of adriamycin and adriamycinol in a cancer patient are presented in this paper. 相似文献
4.
Dan Gelvan 《Biological trace element research》1997,56(3):295-309
The possible involvement of metal ions and free radicals in the cytotoxic mechanism of Adriamycin (ADR) was investigated,
using a model system ofEscherichia coli cells. It is shown thatE. coli mediated the production of free radicals under anaerobic (ADR-semiquinone) and aerobic (superoxide) conditions. ADR-induced
loss of colony-forming ability was enhanced by the addition of iron (Fe) chelates. These observations suggested that a Fenton-type
free radical mechanism was responsible for ADR toxicity. However, the mortality rate was essentially unchanged by the exclusion
of oxygen. It was also unaffected by the addition of H2O2, catalase, or chelating agents. Cu(II), Zn(II) or Mg(II) had no effect on ADR toxicity. ADR and iron chelates did not induce
measurable amounts of DNA strand-breaks. These observations suggest a mechanism of ADR-induced cell killing that is enhanced
by Fe chelates, but does not directly involve oxygen-derived free radicals. 相似文献
5.
Adriamycin is a widely used anticancer agent but the cumulative dose-dependent cardiotoxicity severely limits the use of Adriamycin in the treatment of neoplastic diseases. Recent evidence suggests that Adriamycin forms reactive free radical species which may oxidize cellular components and produce the cardiomyopathy. Sulfhydryl donors and antioxidants have been effective in preventing acute Adriamycin cardiotoxicity in animal models presumably by scavenging the free radicals generated by Adriamycin. The sulfhydryl donors, namely cysteamine and N-acetyl cysteine, do not interfere with Adriamycin's antitumor activity. The results from these studies give considerable hope that the chronic cardiotoxicity from Adriamycin may be attenuated in people, thereby givinh additional therapeutic benefit from this antitumor agent. 相似文献
6.
The anticancer drugs Adriamycin (ADR) and Daunomycin (DNM) of the anthracycline family are effective in treating a variety of cancers. Although their interactions with other cellular targets may play a role in the selective cytotoxicity of these drugs, it is generally believed that intercalation with DNA is essential for their activity. However, a relationship has not yet been established between intercalation and cellular processes leading to cytotoxicity. The present study was designed to investigate the relationship, if any, between intercalation and DNA strand breaks. ADR and DNM were observed to be strong intercalators of human genomic DNA by absorption and fluorimetric methods that were further substantiated by rise in thermal melting temperature. DNM is the better intercalator of the two, which is also evident from circular dichroic spectral changes. DNA strand breaks, considered to be an index of genotoxicity, was assayed by single cell gel electrophoresis (SCGE; comet assay). ADR and DNM induced equivalent genotoxicity in normal human lymphocytes at a clinically used dose, which was observed to be independent of intercalation efficiency though positively correlated to yield of reactive oxygen species. 相似文献
7.
Christophe Kunz Frauke Focke Yusuke Saito David Schuermann Teresa Lettieri Jim Selfridge Primo Schr 《PLoS biology》2009,7(4)
5-Fluorouracil (5-FU), a chemotherapeutic drug commonly used in cancer treatment, imbalances nucleotide pools, thereby favoring misincorporation of uracil and 5-FU into genomic DNA. The processing of these bases by DNA repair activities was proposed to cause DNA-directed cytotoxicity, but the underlying mechanisms have not been resolved. In this study, we investigated a possible role of thymine DNA glycosylase (TDG), one of four mammalian uracil DNA glycosylases (UDGs), in the cellular response to 5-FU. Using genetic and biochemical tools, we found that inactivation of TDG significantly increases resistance of both mouse and human cancer cells towards 5-FU. We show that excision of DNA-incorporated 5-FU by TDG generates persistent DNA strand breaks, delays S-phase progression, and activates DNA damage signaling, and that the repair of 5-FU–induced DNA strand breaks is more efficient in the absence of TDG. Hence, excision of 5-FU by TDG, but not by other UDGs (UNG2 and SMUG1), prevents efficient downstream processing of the repair intermediate, thereby mediating DNA-directed cytotoxicity. The status of TDG expression in a cancer is therefore likely to determine its response to 5-FU–based chemotherapy. 相似文献
8.
Isothermal calorimetry (ITC) is efficient in characterizing and recognizing both high affinity and low affinity intermolecular interactions quickly and accurately. Adriamycin (ADR) and daunomycin (DNM) are the two anticancer drugs whose activity is achieved mainly by intercalation with DNA. During chemotherapy, normal human genomic DNA and mutated DNA from K562 leukemic cells show different thermodynamic properties and binding affinities on interaction with ADR and DNM when followed by ITC. Normal DNA shows more than one step in kinetic analysis, which could be attributed to outside binding, intercalation and reshuffling as suggested by Chaires et al. (1985); whereas K562 DNA fits a different binding pattern with higher binding affinities (by one order or more) compared to normal DNA. Structural properties of the interaction were followed by laser Raman spectroscopy, where difference in structure was apparent from the shifts in marker B DNA Raman bands (Ling et al., 2005). A correlation of thermodynamic contribution and structural data reveals step wise changes in normal genomic DNA conformation on drug binding. The overall structural change is higher in normal DNA–DNM interaction suggesting a partial B to A transition on drug binding. Such large changes were not observed for K562 DNA–DNM interaction which showed B to A transition properties in native from itself corroborating with our earlier findings (Ghosh et al., 2012). 相似文献
9.
Epirubicin fights cancer through topoisomerase II inhibition, hence producing DNA strand breaks that finally lead to cell apoptosis. But anthracyclines produce free radicals that may explain their adverse effects. Dexrazoxane--an iron chelator--was proven to decrease free radical production and anthracycline cardiotoxicity. In this article, we report the concentrations of cellular 8-oxo-7,8-dihydro-2'-deoxyguanosine (8-oxo-dGuo) relative to 2'-deoxyguanosine (dGuo), and comet assay results from a study including 20 cancer patients treated with epirubicin. Plasma concentrations of vitamins A, E, C and carotenoids are also reported. All data were obtained before and immediately after epirubicin infusion. The ratios of 8-Oxo-dGuo to dGuo were measured in leukocyte DNA by HPLC-coulometry after NaI extraction of nucleic acids. Vitamins A and E and carotenoids were measured by HPLC-spectrophotometry. Vitamin C was measured by HPLC-spectrofluorimetry. Median 8-oxo-dGuo/dGuo ratios increased significantly from 0.34 to 0.48 lesions per 100,000 bases while per cent of tail DNA increased from 3.47 to 3.94 after chemotherapy 8-Oxo-dGuo/dGuo and per cent of tail DNA medians remained in the normal range. Only vitamin C decreased significantly from 55.4 to 50.3 microM Decreases in vitamins A, E, lutein and zeaxanthin were not significant, but concentrations were below the lower limit of the normal range both before and after chemotherapy. Only the correlation between comet assay results and vitamin C concentrations was significant (rho =-0.517, p = 0.023). This study shows that cellular DNA is damaged by epirubicin-generated free radicals which produce the mutagenic modified base 8-oxo-dGuo and are responsible for strand breaks. However, strand breaks are created not only by free radicals but also by topoisomerase II inhibition. In a previous study we did not find any significant change in urinary 8-oxo-dGuo excretion after adriamycin treatment. However, 8-oxo-dGuo may have increased at the end of urine collection as DNA repair and subsequent kidney elimination are relatively slow processes. In another study, authors used GC-MS to detect 8-oxo-dGuo in DNA and did not find any change after prolonged adriamycin infusion. Reasons for these apparent discrepancies are discussed. 相似文献
10.
The anticancer agent Adriamycin (ADR) has long been recognized to induce a dose-limiting cardiotoxicity. Numerous studies
have attempted to characterize and elucidate the mechanism(s) behind its cardiotoxic effect. Despite a wealth of data covering
a wide-range of effects mediated by the drug, the definitive mechanism remains a matter of debate. However, there is consensus
that this toxicity is related to the induction of reactive oxygen species (ROS). Induction of ROS in the heart by ADR occurs
via redox cycling of the drug at complex I of the electron transport chain. Many studies support the theory that mitochondria
are a primary target of ADR-induced oxidative stress, both acutely and long-term. This review focuses on the effects of ADR
redox cycling on the mitochondrion, which support the hypothesis that these organelles are indeed a major factor in ADR cardiotoxicity.
This review has been constructed with particular emphasis on studies utilizing cardiac models with clinically relevant doses
or concentrations of ADR in the hope of advancing our understanding of the mechanisms of ADR toxicity. This compilation of
current data may reveal valuable insights for the development of therapeutic strategies better tailored to minimizing the
dose-limiting effect of ADR. 相似文献
11.
Plantainoside D protects adriamycin-induced apoptosis in H9c2 cardiac muscle cells via the inhibition of ROS generation and NF-kappaB activation 总被引:1,自引:0,他引:1
Kim DS Woo ER Chae SW Ha KC Lee GH Hong ST Kwon DY Kim MS Jung YK Kim HM Kim HK Kim HR Chae HJ 《Life sciences》2007,80(4):314-323
Plantainoside D (PD), was isolated from the leaves of Picrorhiza scrophulariiflora (Scrophulariaceae). The anti-oxidative activity of PD was evaluated based on scavenging effects on hydroxyl radicals and superoxide anion radicals. Adriamycin (ADR) is a potent anti-tumor drug known to cause severe cardiotoxicity. Although ADR generates free radicals, the role of free radicals in the development of cardiac toxicity has not been understood. This study was undertaken to investigate the protective effect of PD against ADR-induced apoptosis. In vitro, ADR caused dose-dependent toxicity in H9c2 cardiac muscle cells. Pre-treatment of the cardiac muscle cells with PD significantly reduced ADR-induced apoptosis of cardiac muscle cells. PD inhibited the ROS produced by ADR in the cardiac muscle cells. As well, PD increased GSH(glutathione), compared with ADR. In response to ADR, NF-kappaB was activated in H9c2 cells. However the treatment of PD reduced the activation of NF-kappaB. We also observed that the NF-kappaB inhibitor, PDTC, inhibited the cytotoxic effect on ADR-induced apoptosis in cardiac muscle cells. In parallel, IkappaBalpha-dominant negative plasmid-overexpression abrogated ADR-induced apoptosis in H9c2 cardiac muscle cells. In conclusion, these results suggest that Plantaionoside D can inhibit ADR-induced apoptosis in H9C2 cardiac muscle cells via inhibition of ROS generation and NF-kappaB activation. The pure compound PD can be a potential candidate agent which protects cardiotoxicity in ADR-exposed patients. 相似文献
12.
13.
Daosukho C Chen Y Noel T Sompol P Nithipongvanitch R Velez JM Oberley TD St Clair DK 《Free radical biology & medicine》2007,42(12):1818-1825
Cardiac injury is a major complication for oxidative-stress-generating anticancer agents exemplified by Adriamycin (ADR). Recently, several histone deacetylase inhibitors (HDACIs) including phenylbutyrate (PBA) have shown promise in the treatment of cancer with little known toxicity to normal tissues. PBA has been shown to protect against oxidative stress in normal tissues. Here, we examined whether PBA might protect heart against ADR toxicity in a mouse model. The mice were i.p. injected with ADR (20 mg/kg). PBA (400 mg/kg/day) was i.p. injected 1 day before and daily after the ADR injection for 2 days. We found that PBA significantly decreased the ADR-associated elevation of serum lactate dehydrogenase and creatine kinase activities and diminished ADR-induced ultrastructual damages of cardiac tissue by more than 70%. Importantly, PBA completely rescued ADR-caused reduction of cardiac functions exemplified by ejection fraction and fraction shortening, and increased cardiac manganese superoxide dismutase (MnSOD) protein and activity. Our results reveal a previously unrecognized role of HDACIs in protecting against ADR-induced cardiac injury and suggest that PBA may exert its cardioprotective effect, in part, by the increase of MnSOD. Thus, combining HDACIs with ADR could add a new mechanism to fight cancer while simultaneously decrease ADR-induced cardiotoxicity. 相似文献
14.
Adriamycin (ADR) is nephrotoxic. One component of ADR-induced nephropathy may be oxidative stress. This study used a recently developed line of transgenic mice (Nmt) on the FVB background strain, which over-express the antioxidant protein metallothionein (MT) in podocytes. Cultured podocytes from Nmt mice were resistant to H2O2 injury, as judged by disruption of F-actin filaments. FVB control and transgenic mice received 11 mg/kg body weight ADR by tail vein injection and 24-h urine samples were then collected for albumin analysis. Also renal morphology was investigated by light and electron microscopy. Urine albumin analysis showed that ADR treatment significantly increased albuminuria in control mice, indicating that the FVB strain is sensitive to ADR nephropathy and Nmt mice were significantly protected from elevated albuminuria. Glomerular histopathology revealed that ADR reduced podocyte number and produced foot process effacement in FVB mice. The Nmt transgene protected podocyte numbers and podocyte foot processes from the effects of ADR. These results show that metallothionein can protect podocytes from ADR toxicity. 相似文献
15.
M Soose U Haberstroh G Rovira-Halbach R Brunkhorst H Stolte 《Clinical physiology and biochemistry》1988,6(6):310-315
Adriamycin (ADR), selectively toxic to glomerular epithelial cells, was administered (5 mg/kg BW, i.v.) to MWF/Ztm rats to study its early effects on glomerular barrier function with respect to albumin and high molecular weight (HMW) proteins. After 7 days of ADR incubation (glomerular filtration rate remains unchanged), protein excretion was significantly increased in treated rats. The proteinuria was due to a nonselective glomerular lesions resulting in an increase in both, but not a changed ratio of HMW proteins to albumin. However, this ADR-induced proteinuria seen in the final urine was not confirmed by free-flow micropuncture studies of superficial glomeruli. The albumin and HMW protein concentrations in samples taken from Bowman's capsular space of ADR-treated rats did not significantly differ from control samples. These data suggest that cortical nephrons are less sensitive to ADR than juxtamedullary nephrons. 相似文献
16.
Timothy A. McCaffrey Constantine Tziros Jannet Lewis Richard Katz Robert Siegel William Weglicki Jay Kramer I. Tong Mak Ian Toma Liang Chen Elizabeth Benas Alexander Lowitt Shruti Rao Linda Witkin Yi Lian Yinglei Lai Zhaoqing Yang Sidney W. Fu 《International journal of biological sciences》2013,9(4):350-360
17.
Brooks PJ Wise DS Berry DA Kosmoski JV Smerdon MJ Somers RL Mackie H Spoonde AY Ackerman EJ Coleman K Tarone RE Robbins JH 《The Journal of biological chemistry》2000,275(29):22355-22362
Xeroderma pigmentosum (XP) patients with inherited defects in nucleotide excision repair (NER) are unable to excise from their DNA bulky photoproducts induced by UV radiation and therefore develop accelerated actinic damage, including cancer, on sun-exposed tissue. Some XP patients also develop a characteristic neurodegeneration believed to result from their inability to repair neuronal DNA damaged by endogenous metabolites since the harmful UV radiation in sunlight does not reach neurons. Free radicals, which are abundant in neurons, induce DNA lesions that, if unrepaired, might cause the XP neurodegeneration. Searching for such a lesion, we developed a synthesis for 8,5'-(S)-cyclo-2'-deoxyadenosine (cyclo-dA), a free radical-induced bulky lesion, and incorporated it into DNA to test its repair in mammalian cell extracts and living cells. Using extracts of normal and mutant Chinese hamster ovary (CHO) cells to test for NER and adult rat brain extracts to test for base excision repair, we found that cyclo-dA is repaired by NER and not by base excision repair. We measured host cell reactivation, which reflects a cell's capacity for NER, by transfecting CHO and XP cells with DNA constructs containing a single cyclo-dA or a cyclobutane thymine dimer at a specific site on the transcribed strand of a luciferase reporter gene. We found that, like the cyclobutane thymine dimer, cyclo-dA is a strong block to gene expression in CHO and human cells. Cyclo-dA was repaired extremely poorly in NER-deficient CHO cells and in cells from patients in XP complementation group A with neurodegeneration. Based on these findings, we propose that cyclo-dA is a candidate for an endogenous DNA lesion that might contribute to neurodegeneration in XP. 相似文献
18.
Chen Y Daosukho C Opii WO Turner DM Pierce WM Klein JB Vore M Butterfield DA St Clair DK 《Free radical biology & medicine》2006,41(9):1470-1477
Adriamycin (ADR) is a potent anticancer drug, but its use is limited by a dose-dependent cardiotoxicity. Oxidative stress is regarded as the mediating mechanism of ADR cardiotoxicity. However, cardiac proteins that are oxidatively modified have not been well characterized. We took a redox proteomics approach to identify increasingly oxidized murine cardiac proteins after a single injection of ADR (ip, 20 mg/kg body wt). The specific carbonyl levels of three proteins were significantly increased, and these proteins were identified as triose phosphate isomerase (TPI), beta-enolase, and electron transfer flavoprotein-ubiquinone oxidoreductase (ETF-QO). TPI and enolase are key enzymes in the glycolytic pathway, and ETF-QO serves as the transporter for electrons derived from a variety of oxidative processes to the mitochondria respiratory chain. Cardiac enolase activity in ADR-treated mice was reduced by 25%, whereas the cardiac TPI activity remained unchanged. Oxidation of purified enolase or TPI via Fenton chemistry led to a 17 or 23% loss of activity, respectively, confirming that a loss of activity was the consequence of oxidation. The observation that these cardiac enzymes involved in energy production are more oxidized resulting from ADR treatment indicates that the bioenergetic pathway is an important target in ADR-initiated oxidative stress. 相似文献
19.
S Abe Y Tsuneta S Makimura K Itabashi T Nagai Y Kawakami 《Analytical and quantitative cytology and histology / the International Academy of Cytology [and] American Society of Cytology》1987,9(5):425-428
The relationship between the nuclear DNA histogram pattern of tumor cells obtained by bronchoscopic brushing and the response to combination chemotherapy (Cytoxan + Adriamycin + Vincristine) was studied in 28 patients with small-cell carcinoma of the lung. Microspectrophotometric analysis of the tumor cells showed a near-diploid nuclear DNA pattern in 18 patients and a hyperdiploid pattern in 10 patients. Eight of the ten patients with the hyperdiploid pattern showed a good response (complete or partial response) to the chemotherapy. However, of the 18 patients with the near-diploid DNA pattern, only 2 displayed a good response; the remaining 16 patients exhibited no response. The hyperdiploid DNA pattern of tumor cells was thus associated with a better response to chemotherapy than was the near-diploid pattern. These results indicate that the nuclear DNA histogram pattern may be an indicator for predicting the degree of response to chemotherapy in small-cell carcinoma of the lung. 相似文献
20.
Wenhua Lv Xingda Zhang Huili Dong Qiong Wu Baoqing Sun Yan Zhang 《Experimental biology and medicine (Maywood, N.J.)》2021,246(14):1626
Since genetic alteration only accounts for 20%–30% in the drug effect-related factors, the role of epigenetic regulation mechanisms in drug response is gradually being valued. However, how epigenetic changes and abnormal gene expression affect the chemotherapy response remains unclear. Therefore, we constructed a variety of mathematical models based on the integrated DNA methylation, gene expression, and anticancer drug response data of cancer cell lines from pan-cancer levels to identify genes whose DNA methylation is associated with drug response and then to assess the impact of epigenetic regulation of gene expression on the sensitivity of anticancer drugs. The innovation of the mathematical models lies in: Linear regression model is followed by logistic regression model, which greatly shortens the calculation time and ensures the reliability of results by considering the covariates. Second, reconstruction of prediction models based on multiple dataset partition methods not only evaluates the model stability but also optimizes the drug-gene pairs. For 368,520 drug-gene pairs with P < 0.05 in linear models, 999 candidate pairs with both AUC ≥ 0.8 and P < 0.05 were obtained by logistic regression models between drug response and DNA methylation. Then 931 drug-gene pairs with 45 drugs and 491 genes were optimized by model stability assessment. Integrating both DNA methylation and gene expression markedly increased predictive power for 732 drug-gene pairs where 598 drug-gene pairs including 44 drugs and 359 genes were prioritized. Several drug target genes were enriched in the modules of the drug-gene-weighted interaction network. Besides, for cancer driver genes such as EGFR, MET, and TET2, synergistic effects of DNA methylation and gene expression can predict certain anticancer drugs’ responses. In summary, we identified potential drug sensitivity-related markers from pan-cancer levels and concluded that synergistic regulation of DNA methylation and gene expression affect anticancer drug response. 相似文献