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Molecular basis for hycanthone drug action in schistosome parasites. Mol Biochem Parasitol 2020; 236:111257. [PMID: 32027942 DOI: 10.1016/j.molbiopara.2020.111257] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 01/09/2020] [Accepted: 01/12/2020] [Indexed: 02/06/2023]
Abstract
Hycanthone (HYC) is a retired drug formerly used to treat schistosomiasis caused by infection from Schistosoma mansoni and S. haematobium. Resistance to HYC was first observed in S. mansoni laboratory strains and in patients in the 1970s and the use of this drug was subsequently discontinued with the substitution of praziquantel (PZQ) as the single antischistosomal drug in the worldwide formulary. In endemic regions, multiple organizations have partnered with the World Health Organization to deliver PZQ for morbidity control and prevention. While the monotherapy reduces the disease burden, additional drugs are needed to use in combination with PZQ to stay ahead of potential drug resistance. HYC will not be reintroduced into the schistosomiasis drug formulary as a combination drug because it was shown to have adverse properties including mutagenic, teratogenic and carcinogenic activities. Oxamniquine (OXA) was used to treat S. mansoni infection in Brazil during the brief period of HYC use, until the 1990s. Its antischistosomal efficacy has been shown to work through the same mechanism as HYC and it does not possess the undesirable properties linked to HYC. OXA demonstrates cross-resistance in Schistosoma strains with HYC resistance and both are prodrugs requiring metabolic activation in the worm to toxic sulfated forms. The target activating enzyme has been identified as a sulfotransferase enzyme and is currently used as the basis for a structure-guided drug design program. Here, we characterize the sulfotransferases from S. mansoni and S. haematobium in complexes with HYC to compare and contrast with OXA-bound sulfotransferase crystal structures. Although HYC is discontinued for antischistosomal treatment, it can serve as a resource for design of derivative compounds without contraindication.
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Medalion S, Rabin Y. Effect of knots on binding of intercalators to DNA. J Chem Phys 2014; 140:205101. [DOI: 10.1063/1.4875804] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Vilfan ID, Drevensek P, Turel I, Poklar Ulrih N. Characterization of ciprofloxacin binding to the linear single- and double-stranded DNA. BIOCHIMICA ET BIOPHYSICA ACTA 2003; 1628:111-22. [PMID: 12890558 DOI: 10.1016/s0167-4781(03)00135-0] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The binding of ciprofloxacin to natural and synthetic polymeric DNAs was investigated at different solvent conditions using a combination of spectroscopic and hydrodynamic techniques. In 10 mM cacodylate buffer (pH 7.0) containing 108.6 mM Na(+), no sequence preferences in the interaction of ciprofloxacin with DNA was detected, while in 2 mM cacodylate buffer (pH 7.0) containing only 1.7 mM Na(+), a significant binding of ciprofloxacin to natural and synthetic linear double-stranded DNA was observed. At low ionic strength of solution, ciprofloxacin binding to DNA duplex containing alternating AT base pairs is accompanied by the largest enhancement in thermal stability (e.g. DeltaT(m) approximately 10 degrees C for poly[d(AT)].poly[d(AT)]), and the most pronounced red shift in the position of the maximum of the fluorescence emission spectrum (lambda(max)). Similar red shift in the position of lambda(max) is also observed for ciprofloxacin binding to dodecameric duplex containing five successive alternating AT base pairs in the row. On the other hand, ciprofloxacin binding to poly[d(GC)].poly[d(GC)], calf thymus DNA and dodecameric duplex containing a mixed sequence is accompanied by the largest fluorescence intensity quenching. Addition of NaCl does not completely displace ciprofloxacin bound to DNA, indicating the binding is not entirely electrostatic in origin. The intrinsic viscosity data suggest some degree of ciprofloxacin intercalation into duplex.
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Affiliation(s)
- Igor D Vilfan
- Faculty of Chemistry and Chemical Technology, University of Ljubljana, Askerceva 5, 1000, Ljubljana, Slovenia
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Pasic L, Sepcic K, Turk T, Macek P, Poklar N. Characterization of parazoanthoxanthin A binding to a series of natural and synthetic host DNA duplexes. Arch Biochem Biophys 2001; 393:132-42. [PMID: 11516170 DOI: 10.1006/abbi.2001.2469] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Parazoanthoxanthin A is a fluorescent yellow nitrogenous pigment of the group of zoanthoxanthins, which show a broad range of biological activity. These include, among others, the ability to bind to DNA. In this study we have used a variety of spectroscopic (intrinsic fluorescence emission and UV-spectroscopy) and hydrodynamic techniques (viscometry) to characterize in more detail the binding of parazoanthoxanthin A to a variety of natural and synthetic DNA duplexes in different buffer conditions. Our results reveal the following five significant features: (i) Parazoanthoxanthin A exhibits two modes of DNA binding: One binding mode exhibits properties of intercalation, while the second binding mode is predominantly electrostatic in origin. (ii) The apparent binding "site size" for parazoanthoxanthin A near physiological salt concentration (100 mM NaCl) is in the range of 7 +/- 1 base pairs for natural genomic DNA duplexes (calf thymus and salmon testes DNA) and alternating synthetic polynucleotides (poly[d(AT)]. poly[d(AT)] and poly[d(GC)]. poly[d(GC)]). A slightly larger apparent binding site size of 9 +/- 1 bp was obtained for parazoanthoxanthin A binding to the synthetic homopolymer poly[d(A)]. poly[d(T)]. (iii) Near physiological salt concentration (100 mM NaCl) parazoanthoxanthin A binds with the same approximate binding affinity of 2-5 x 10(5) M(-1) to all DNA polymers studied. (iv) At low salt concentration, parazoanthoxanthin A preferentially binds alternating poly[d(AT)]. poly[d(AT)] and poly[d(GC)]. poly[d(GC)] host duplexes. (v) Parazoanthoxanthin A inhibits DNA polymerase in vitro.
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Affiliation(s)
- L Pasic
- Department of Biology, Biotechnical Faculty, University of Ljubljana, Veccna pot 111, Ljubljana, 1000, Slovenia
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Pilch DS, Kirolos MA, Liu X, Plum GE, Breslauer KJ. Berenil [1,3-bis(4'-amidinophenyl)triazene] binding to DNA duplexes and to a RNA duplex: evidence for both intercalative and minor groove binding properties. Biochemistry 1995; 34:9962-76. [PMID: 7632695 DOI: 10.1021/bi00031a019] [Citation(s) in RCA: 89] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Berenil is an antitrypanosomal agent that binds to nucleic acid duplexes. The generally accepted mode of berenil binding is via complexation into the minor groove of AT-rich domains of DNA double helices. We find that berenil can bind to RNA as well as DNA duplexes, while exhibiting properties characteristic of both intercalation as well as minor groove binding. More specifically, we use spectroscopic, calorimetric, and hydrodynamic techniques to characterize berenil binding to four DNA duplexes and to one RNA duplex. Our results reveal the following features: (i) Berenil binding to the poly[d(A-T)]2, poly(dA).poly(dT), poly[d(I-C)]2, poly[d(G-C)]2, and poly(rA).poly(rU) duplexes exhibits intercalative as well as minor groove binding characteristics. (ii) The apparent "site sizes" associated with berenil binding to these five duplexes range from 1 to 13 base pairs per bound berenil and depend, in part, on the host duplex. One of the site sizes common to all five duplexes is consistent with berenil binding to the minor groove. (iii) The apparent berenil binding affinity follows the hierarchy: poly(dA).poly(dT) > poly-[d(A-T)]2 approximately poly[d(I-C)]2 >> poly(rA).poly(rU) > poly[d(G-C)]2. (iv) Viscometric data reveal properties characteristic of a significant contribution from an intercalative mode of binding when berenil interacts with the poly[d(A-T)]2, poly[d(I-C)]2, poly[d(G-C)]2, and poly(rA).poly(rU) duplexes, while revealing an apparent nonintercalative mode when the drug binds to the poly(dA).poly(dT) duplex. (v) Berenil binding unwinds negative supercoils in the pBR322 plasmid, an observation consistent with an intercalative mode of binding to duplex DNA. (vi) Salt-dependent melting data suggest that both positively charged amidino groups of berenil participate in the complexation of the drug to the poly[d(I-C)]2, poly[d(A-T)]2, poly(dA).poly(dT), and poly(rA).poly(rU) duplexes, while also suggesting that the binding event is site-specific. In the aggregate, our results suggest that, in contrast to the conventional wisdom, berenil can exhibit intercalative as well as minor groove binding properties when it binds to both DNA and RNA duplexes, while also exhibiting a preference for DNA duplexes with unobstructed minor grooves. We comment on the potential correlation between drugs, such as berenil, that exhibit "mixed" binding motifs and those that express anticancer activity via inhibition of topoisomerase I activity.
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Affiliation(s)
- D S Pilch
- Department of Chemistry, Rutgers, State University of New Jersey, New Brunswick 08903, USA
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Bickham JW, Sawin VL, McBee K, Smolen MJ, Derr JN. Further flow cytometric studies of the effects of triethylenemelamine on somatic and testicular tissues of the rat. CYTOMETRY 1994; 15:222-9. [PMID: 7514522 DOI: 10.1002/cyto.990150307] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Exposure to the mutagen triethylenemelamine on rat bone marrow, blood, and testis was studied using flow cytometry of DAPI-stained nuclei. Increased coefficients of variation (CVs) of the G1 peaks were observed in bone marrow and blood after both 1 d and 5 d exposures. After 5 d exposure and 7 d recovery both tissues had recovered, in some cases to significantly lower CVs. Increased CVs of the 1C peak of testis were observed only after 5 d exposure to the high dose with no subsequently observed recovery. Bone marrow cells also were stained with Hoechst 33258 and Propidium Iodide. No differences among dyes were observed indicating that increased CVs likely are due to DNA damage resulting from interactions with the mutagen rather than differences in how the dyes bind to DNA relative to mutagen binding. This study demonstrates that differences occur among tissues in how quickly they respond and recover from mutagen exposure. Increased CVs, cell cycle alterations, and decreased CVs after recovery are all potentially useful biomarkers of effect for laboratory and field studies in environmental toxicology.
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Affiliation(s)
- J W Bickham
- Department of Wildlife and Fisheries Sciences, Texas A&M University, College Station 77843
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Abstract
Male and female gametogeneses differ markedly in all mammals. While male germ cells are continuously being produced from stem cells throughout the reproductive life span, the number of female germ cells is fixed during prenatal development and, soon after birth, all of the oocytes are arrested in a modified diplotene, or dictyate, stage. Following puberty, dictyate oocytes are hormonally triggered to mature either singly or in groups, resulting in ovulation and the completion of the first meiotic division. It has been hypothesized that female mice are more susceptible to dominant lethal effects of intercalating agents than male mice because oocyte chromosomes, which are arrested in a diffuse state, are generally more accessable to intercalation than are the more condensed chromosomes present within most male germ cell stages. This hypothesis was further tested using the intercalating agent hycanthone methane-sulfonate. Effects of hycanthone were studied in maturing and primordial oocytes and in male germ cells throughout spermatogenesis. No induction of dominant lethality was observed for treated males while a significant increase in embryonic death, expressed around the time of implantation, was observed in females that mated within 4.5 days after treatment. These effects were the result of dominant lethal mutations induced in maturing oocytes and not of maternal toxicity as indicated by the presence of chromosomal aberrations observed at first-cleavage metaphase of zygotes obtained from treated females. These results add support to the hypothesis that certain intercalating chemicals, which are not mutagenic to male mice, may be mutagenic to females and point to a need for more in-depth studies of female-specific mutagenesis.
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Affiliation(s)
- P D Sudman
- Biology Division, Oak Ridge National Laboratory, University of Tennessee-Oak Ridge Graduate School of Biomedical Sciences 37831-8077
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Pica-Mattoccia L, Cioli D, Archer S. Binding of tritiated hycanthone and hycanthone N-methylcarbamate to macromolecules of drug-sensitive and drug-resistant schistosomes. Mol Biochem Parasitol 1988; 31:87-96. [PMID: 3185615 DOI: 10.1016/0166-6851(88)90148-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Adult Schistosoma mansoni of the hycanthone-sensitive and of the hycanthone-resistant strain were exposed in vitro to tritium-labeled hycanthone. The drug was taken up in similar amounts by the two strains, a result which is not compatible with hypothetical mechanisms of resistance based on reduced drug entry into the schistosomes. Labeled hycanthone was found to bind irreversibly to macromolecules of sensitive schistosomes, whereas the binding was minimal in resistant worms. In particular, the DNA of sensitive schistosomes showed high levels of tightly bound hycanthone, while the corresponding fraction of resistant schistosomes failed to do so. Female schistosomes and immature worms, which are less sensitive to hycanthone, showed a diminished drug-DNA binding with respect to adult males. Tritiated hycanthone N-methylcarbamate, which is effective against sensitive and resistant schistosomes, bound in similar amounts to the DNA of both strains. These results strongly support a previously proposed mechanism of action of hycanthone, which is based essentially on the alkylation of worm macromolecules by a drug derivative produced in sensitive schistosomes.
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Weinberger S, Shafer R, Berman E. On the interaction of chromomycin A3 with calf thymus DNA in the presence of metal cations at different pH values. Biopolymers 1988; 27:831-42. [PMID: 3132989 DOI: 10.1002/bip.360270510] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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Pohle W, Flemming J. Interaction of the C14-OH group of adriamycin with DNA phosphate as spectroscopically evidenced. J Biomol Struct Dyn 1986; 4:243-50. [PMID: 3271442 DOI: 10.1080/07391102.1986.10506343] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Monitoring the band of the antisymmetric stretching vibration of the backbone PO-2 group in DNA-anthracycline complexes demonstrates an extraordinary wavenumber shift for the adriamycin complex compared to that of daunomycin. The structures of both anthracyclines, however, are very closely related and differ only by a surplus hydroxyl group of adriamycin in the C14 position. The wavenumber shift observed for the DNA-adriamycin complex is unequivocally attributed to an additional linkage of the C14-OH of adriamycin to the phosphate group of DNA. Thus, several of the hypothetical structural models for the DNA-adriamycin complex for which a hydrogen bond between the C14 hydroxyl of the drug and DNA phosphate was postulated (S. Neidle, Cancer Treatment Rep. 61, 928 (1977); G. J. Quigley et. al., Proc. Natl. Acad. Sci. USA 77, 7204 (1980)) get the first clear-cut experimental evidence.
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Affiliation(s)
- W Pohle
- Academy of Sciences of the GDR, Department of Biophysical Chemistry, Jena
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Simoni IC, Mello ML. Investigation of hycanthone binding to DNA in chromatin with different supra-organization, composition, and function. Acta Histochem 1986; 79:97-105. [PMID: 3090842 DOI: 10.1016/s0065-1281(86)80106-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Hycanthone is a drug used for the clinical treatment of schistosomiasis, although inducing chromosomes breaks and mutagenesis when it enters the DNA double helix. Based on visual observation of characteristics of basophilia and anisotropy after toluidine blue staining, a preferential binding of hycanthone to heterochromatin could be demonstrated for the nuclei of the Malpighian tubules of Triatoma infestans. In other cellular systems like cattle kidney cells in culture, plant cells, and mouse lymphocytes, the drug could be demonstrated to bind heterochromatin and euchromatin, irrespective of the packing state of the latter. When penetrating the various heterochromatin types (with the exception of T. infestans), the drug induced a chromatin loosening that could favor incidence of chromatin breaks. The variation of hycanthone binding to DNA in different cell types is possibly related to differences in composition, stereo-arrangement and stability of the DNA-protein complexes involved.
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Bechara IJ, Mello ML. [Nuclear basophilia and anisotropy in cells of mice treated with oxamniquine]. Rev Inst Med Trop Sao Paulo 1984; 26:31-7. [PMID: 6463520 DOI: 10.1590/s0036-46651984000100006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Com o objetivo de se estudar a ação da oxamniquine, uma droga utilizada no tratamento da esquistossomose, sobre a cromatina de núcleos de células animais, foram estudados os padrões de basofilia e anisotropia nucleares em hepatócitos, em células do músculo cardíaco e em linfócitos de camundongos adultos jovens. A oxamniquine foi administrada por via oral (436 mg/kg) e preparados foram obtidos após diversos tempos de fornecimento da droga aos animais. Nos núcleos corados com azul de toluidina a pH 4,0, após digestão com RNAse, não se encontrou diferença quanto aos padrões de basofilia e anisotropia comparando-se animais tratados com controles. Demonstrou se assim que as moléculas de oxamniquine não se alojam no interior da dupla hélice do DNA, não alteram a sua conformação helicoidal nem se ligam aos grupos fosfatos livres desta macromolécula, diferindo, portanto, da atuação de outro esquistossomicida, o hycanthone.
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Abstract
The interactions in solution and in the fibre state of the trypanocidal drug, prothidium dibromide, with DNA have been investigated using a number of biophysical techniques. The binding parameters at 0.11 ionic strength were determined by spectroscopic means. Sedimentation studies show that the drug is able to unwind closed circular DNA in solution, but X-ray diffraction and linear dichroism experiments indicate that it is uncertain whether this unwinding can be attributed to intercalation in the classical sense. On the basis of our results, we propose that the primary mode of binding is "sideways" intercalation, supplemented by electrostatic binding along the sugar-phosphate chains and interstrand binding involving hydrogen bonding.
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Ross WE, Glaubiger D, Kohn KW. Qualitative and quantitative aspects of intercalator-induced DNA strand breaks. BIOCHIMICA ET BIOPHYSICA ACTA 1979; 562:41-50. [PMID: 435499 DOI: 10.1016/0005-2787(79)90124-2] [Citation(s) in RCA: 159] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The intercalating agents, adriamycin and ellipticine, were previously found to produce DNA strand breaks associated with DNA-protein crosslinks in mouse leukemia L1210 cells. The current work explores the nature of the agents that produce this effect and the quantitative relationship between the breaks and crosslinks. The protein-associated DNA breaks were produced by a wide variety of intercalators in addition to the above-mentioned compounds: actinomycin D, daunoycin, ethidium and lucanthone (miracil D). Treatment with several drugs that bind to DNA without intercalation, or that inhibit DNA synthesis without binding to DNA, did not cause DNA breaks. The strand break and crosslink frequencies were quantitated by means of alkaline elution methods. The strand break and crosslink frequencies were found to be within a factor of 2 of each other over a range of concentrations of adriamycin and ellipticine. It is proposed that intercalation-induced distortion of the DNA helix leads to strand scission by a nuclease which becomes bound to one terminus of the break so as to form a DNA-protein crosslink.
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Jones RL, Davidson MW, Wilson WD. Comparative viscometric analysis of the interaction of chloroquine and quinacrine with superhelical and sonicated DNA. BIOCHIMICA ET BIOPHYSICA ACTA 1979; 561:77-84. [PMID: 420855 DOI: 10.1016/0005-2787(79)90492-1] [Citation(s) in RCA: 32] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Unwinding angles for the structurally related antimalarial drugs chloroquine and quinacrine have been determined with superhelical Col E1 plasmid DNA by applying the quantitative method developed by Vinograd and co-workers (Revet, B.M., Schmir, M. and Vinograd, J. (1971) Nat. New Biol. 229, 10). The value for chloroquine, 8.6 degrees, calculated assuming an unwinding angle of 26 degrees for ethidium bromide, is significantly lower than the value for quinacrine, 22.5 degrees, calculated in the same manner. Viscometric titrations with sonicated calf thymus DNA were quantitated using available binding constants for the two drugs and indicated that chloroquine also causes significantly smaller DNA length increases on intercalation relative to quinacrine. The conclusion from these experiments is that chloroquine does not bind to DNA by the classical intercalation mechanism typical of quinacrine and ethidium.
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Porumb H. The solution spectroscopy of drugs and the drug-nucleic acid interactions. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 1979; 34:175-95. [PMID: 375301 DOI: 10.1016/0079-6107(79)90017-8] [Citation(s) in RCA: 78] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Gund P. Three-Dimensional Pharmacophoric Pattern Searching. PROGRESS IN MOLECULAR AND SUBCELLULAR BIOLOGY 1977. [DOI: 10.1007/978-3-642-66626-1_4] [Citation(s) in RCA: 120] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Espejo RT, Sinsheimer RL. The process of infection with bacteriophage phiX174. XXXIX. The structure of a DNA form with restricted binding of intercalating dyes observed during synthesis of phiX single-stranded DNA. J Mol Biol 1976; 102:723-41. [PMID: 781262 DOI: 10.1016/0022-2836(76)90288-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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Gourévitch M, Puigdoménech P, Cavé A, Etienne G, Méry J, Parello J. Model studies in relation to the molecular structure of chromatin. Biochimie 1974; 56:967-85. [PMID: 4447804 DOI: 10.1016/s0300-9084(74)80518-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Mahler HR, Perlman PS. Mitochondrial membranes and mutagnesis by ethidium bromide. JOURNAL OF SUPRAMOLECULAR STRUCTURE 1972; 1:105-24. [PMID: 4569476 DOI: 10.1002/jss.400010204] [Citation(s) in RCA: 51] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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