• Title/Summary/Keyword: QSAR.

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Molecular Holographic Quantitative Structure-Activity Relationship (HQSAR) for the Fungicidal Activities of New Novel 2-Alkoxyphenyl-3-phenylthioisoindoline-1-one Derivatives (새로운 2-Alkoxyphenyl-3-phenylthioisoindoline-1-one 유도체들의 살균활성에 관한 분자 홀로그래피적인 정량적 구조와 활성과의 관계)

  • Sung, Nack-Do;Yoon, Tae-Yong;Jung, Hoon-Sung
    • The Korean Journal of Pesticide Science
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    • v.9 no.2
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    • pp.146-152
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    • 2005
  • The fungicidal activities against resistance phytophthora blight (RPC; 95CC7303) and sensitive phytophthora blight (Phytopthora capsici) (SPC; 95CC7105) by new 2-alkoxyphenyl-3-phenylthioisoindoline-1-one derivatives (A & B) were studied using molecular holographic quantitative structure activity relationships (HQSAR) methodology. Based on the results, the statistical results of the two best HQSAR models, RI-B for RPC and SII-A for SPC exhibited the best predictability and fitness for the fungicidal activities based on the cross-validated value ($q^2=0.806{\sim}0.865$) and non cross-validated value ($r^2_{ncv.}=0.921{\sim}0.952$, respectively. The quality of the model for SPC was slightly than that of RPC. From the based graphical analyses of atomic contribution maps, it was confirmed that the novel selective character for fungicidal activities against RPC depends upon the 2-fluoro-4-chloro-5-alkoxyanilino group.

Synthesis and Evaluation of Antitumor Activity of 2- and 6-[(1,3- Benzothiazol-2-yl)aminomethyl]-5,8-dimethoxy-1,4-naphthoquinone Derivatives

  • Chung, Yong-Seog;Shin, Young-Kook;Zhan, Chang-Guo;Lee, Sung-Duck;Cho, Hoon
    • Archives of Pharmacal Research
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    • v.27 no.9
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    • pp.893-900
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    • 2004
  • 2- or 6-Substituted BZT-N derivatives were synthesized, and their cytotoxic activity against can-cer L1210 and SNU-1 cells was examined. The antitumor action was also assessed in mice bearing S-180 cells in peritoneal cavity. In a comparison, it was found that 6-substituted BZT-N derivatives exhibited higher potencies in both bioactivities than 2-substituted BZT-N derivatives against L1210 cells in in vitro and S-180 in vitro tests exception of compound 36. Interestingly, it was observed that 2-substituted compound 36, which has methyl group at RI position, exhib-ited a better antitumor activity than 6-substituted compounds against L1210 and SNU-1 in vitro. The EDso value of 2-substituted compound 36 against L1210 was found to be comparable to the EDso value of adriamycin and was even better against the solid cancer cell line SNU-1. It was also observed that 2-substituted compound 36 showed better antitumor activity in mice bearing S-180 cells in the peritoneal cavity. The T/C (%) value of 2-substituted compound 36 was simi-lar to that of adriamycin. Quantitative structure-activity relationship (QSAR) tests reveal that the experimental E $D_{50}$ values against SNU-1 closely correlate with both the calculated HOMO ener-gies ( $E_{HOMO}$) and the measured H-NMR chemical shift of 3-H ($\delta$$_{H}$). The results suggests that a compound having higher $E_{HOMO}$ and $\delta$$_{H}$ values usually should have a lower E $D_{50}$ (SNU-1) value.lue.lue.lue.

Estimation of Physical-Chemical Property and Environmental Fate of Benzoyl peroxide Using (Q)SAR

  • Kim, Mi-Kyoung;Kim, Su-Hyon;Heekyung Bae;Sanghwan Song;Hyunju Koo;Jeon, Seong-Hwan;Na, Jin-Gyun;Park, Kwangsik;Lee, Moon-Soon
    • Proceedings of the Korea Society of Environmental Toocicology Conference
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    • 2002.10a
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    • pp.154-154
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    • 2002
  • Benzoyl peroxide is a High Production Volume Chemical, which is produced about 1,375 tons/year in Korea as of 2001 survey. The substance is mainly used as initiators in polymerization, catalysts in the plastics industry, bleaching agents for flour and medication for acne vulgaris. The substance is one of seven chemicals of which human health and environmental risks are being assessed by National Institute of Environmental Research (NIER) under the frame of OECD SIDS Program. In this study, Quantitative Structure-Activity Relationships (QSAR) is used for getting adequate information on the physical-chemical property and the environmental fate of this chemical. For the assessment of benzoyl peroxide, models such as MPBPWIN for vapor pressure, KOWWIN for octanol/water partition coefficient, HENRYWIN for Henry's Law constant, AOPWIN for photolysis and BCFWN for bioconcentration factor (BCF) were used. These (Q)SAR model programmes were worked by using the SHILES (Simplified Molecular Input Line Entry System) notations. The physical-chemical properties and the environmental fate of benzoyl peroxide were estimated as followed : vapor pressure =0.00929 Pa, Log Kow = 3.43, Henry's Law constant = 0.00000354 atm-㎥/mole at 25 $^{\circ}C$, the half-life of photodegradation = 3 days, bioconcentration factor (BCF) = 92

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In silico Analysis on hERG Channel Blocking Effect of a Series of T-type Calcium Channel Blockers

  • Jang, Jae-Wan;Song, Chi-Man;Choi, Kee-Hyun;Cho, Yong-Seo;Baek, Du-Jong;Shin, Kye-Jung;Pae, Ae-Nim
    • Bulletin of the Korean Chemical Society
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    • v.32 no.1
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    • pp.251-262
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    • 2011
  • Human ether-a-go-go related gene (hERG) potassium channel blockade, an undesirable side effect which might cause sudden cardiac death, is one of the major concerns facing the pharmaceutical industry. The purpose of this study is to develop an in silico QSAR model which uncovers the structural parameters of T-type calcium channel blockers to reduce hERG blockade. Comparative molecular similarity indices analysis (CoMSIA) was conducted on a series of piperazine and benzimidazole derivatives bearing methyl 5-(ethyl(methyl)amino)-2-isopropyl-2-phenylpentanoate moieties, which was synthesized by our group. Three different alignment methods were applied to obtain a reliable model: ligand based alignment, pharmacophore based alignment, and receptor guided alignment. The CoMSIA model with receptor guided alignment yielded the best results : $r^2$ = 0.955, $q^2$ = 0.781, $r^2_{pred}$ = 0.758. The generated CoMSIA contour maps using electrostatic, hydrophobic, H-bond donor, and acceptor fields explain well the structural requirements for hERG nonblockers and also correlate with the lipophilic potential map of the hERG channel pore.

Genetic Function Approximation and Bayesian Models for the Discovery of Future HDAC8 Inhibitors

  • Thangapandian, Sundarapandian;John, Shalini;Lee, Keun-Woo
    • Interdisciplinary Bio Central
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    • v.3 no.4
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    • pp.15.1-15.11
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    • 2011
  • Background: Histone deacetylase (HDAC) 8 is one of its family members catalyzes the removal of acetyl groups from N-terminal lysine residues of histone proteins thereby restricts transcription factors from being expressed. Inhibition of HDAC8 has become an emerging and effective anti-cancer therapy for various cancers. Application computational methodologies may result in identifying the key components that can be used in developing future potent HDAC8 inhibitors. Results: Facilitating the discovery of novel and potential chemical scaffolds as starting points in the future HDAC8 inhibitor design, quantitative structure-activity relationship models were generated with 30 training set compounds using genetic function approximation (GFA) and Bayesian algorithms. Six GFA models were selected based on the significant statistical parameters calculated during model development. A Bayesian model using fingerprints was developed with a receiver operating characteristic curve cross-validation value of 0.902. An external test set of 54 diverse compounds was used in validating the models. Conclusions: Finally two out of six models based on their predictive ability over the test set compounds were selected as final GFA models. The Bayesian model has displayed a high classifying ability with the same test set compounds and the positively and negatively contributing molecular fingerprints were also unveiled by the model. The effectively contributing physicochemical properties and molecular fingerprints from a set of known HDAC8 inhibitors were identified and can be used in designing future HDAC8 inhibitors.

3D-QSARs of Herbicidal 2-N-Phenylisoindolin-1-one Analogues as a New Class of Potent Inhibitors of Protox

  • Soung, Min-Gyu;Lee, Yoon-Jung;Sung, Nack-Do
    • Bulletin of the Korean Chemical Society
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    • v.30 no.3
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    • pp.613-617
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    • 2009
  • 3D-QSARs for the inhibition activities against protox by herbicidal 2-N-phenylisoindolin-1-one derivatives were studied quantitatively using CoMFA and CoMSIA methods. The result of the statistical quality of optimized CoMSIA model 2 ($FF:\;{r^2}_{cv.};\;0.973\;&\;{r^2}_{ncv.};\;0.612$) was higher than that of CoMFA model 1 ($AF:\;{r^2}_{cv.};\;0.414\;&\;{r^2}_{ncv.};\;0.909$). Also, the relative contribution of the optimized CoMSIA model 2 showed the steric (24.6%), electrostatic (31.0%), hydrophobic (ClogP, 23.4%) and H-bond acceptor field (21.0%), respectively. From the results of the contour maps, the protox inhibition activities are expected to increase when steric favor and H-bond acceptor favor groups are substituted on $R_2$ position and positive favor group are substituted on $C_2,\;C_3,\;and\;C_5$ atom in phenyl ring of $R_2$ position. And the inhibition activities are expected to increase when hydrophobic favor group is substituted on $C_1,\;C_3$ atom in phenyl ring of $R_2$ position and $C_1$ atom of $R_2$ position and hydrophilic favor groups are substituted on $C_4$ atom in phenyl ring of $R_1$ position and the terminal group of $R_1$ position.

CoMFA on the Antiproliferative Activity of N-Substituted(R) 2-Amino-5-(2,4-dihydroxyphenyl)-1,3,4-thiadiazole Analogues against Bladder and Rectal Cancer Cells (방광암(HCV29T) 및 직장암(SW707) 세포에 대한 N-치환(R)-2-amino-5-(2,4-dihydroxyphenyl)-1,3,4-thiadiazole 유도체의 항증식 활성에 관한 CoMFA 분석)

  • Myung, Pyung-Keun;Kang, Na-Na;Lee, Jae-Hwang;Sung, Nack-Do
    • YAKHAK HOEJI
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    • v.54 no.5
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    • pp.328-333
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    • 2010
  • Comparative molecular field analyses (CoMFA) on the antiproliferative activity of N-substituted (R) 2-amino-5-(2,4-dihydroxyphenyl)-1,3,4-thiadiazole analogues (ADTs: 1-17) against bladder cancer (HCV29T) and rectal cancer (SW707) cells were studied quantitatively. The statistical predictability and fitness of CoMFA A1 model for bladder cancer cells were better than those of CoMFA F1 model for rectal cancer cells and the antiproliferative activity of ADTs depends on steric field (HCV29T: 93.1% & SW707: 83.8%). Also, from the contour maps of optimized CoMFA models, the activity for bladder cancer cells had predicted to increase when sterically favored groups were substituted on meta- and para-position, and sterically disfavored groups were substituted on one ortho-position of phenyl ring. The activity for rectal cancer cells had predicted to increase when sterically favored groups were substituted on para-position, and sterically disfavored groups were substituted on two ortho-position of phenyl ring as R-group.

CoMFA and CoMSIA Analysis on the Selective Fungicidal Activity of N-phenyl-D-phenylthionocarbamate Analogues against Resistant and Sensitive Gray Mold (Botrytis cinerea) (저항성 및 감수성 잿빛곰팡이병균(Botrytis cinerea)에 대한 N-Phenyl-O-phenylthionocarbamate 유도체들의 선택적인 살균활성에 관한 CoMFA 및 CoMSIA 분석)

  • Soung, Min-Gyu;Sung, Nack-Do
    • The Korean Journal of Pesticide Science
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    • v.11 no.3
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    • pp.138-143
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    • 2007
  • The relationships between three dimensional quantitative structure and activity relationships (3D-QSARs) for the selective fungicidal function between N-phenyl substituents of N-phenyl-O-phenyl-thionocarbamate derivatives analogues and their the fungicidal activities against resistant (RBC) and sensitive (SBC) gray mold (Botrytis cinerea) were studied quantitatively using CoMFA and CoMSIA methods. The statistical values of optimized CoMSIA (M7) model were better ($r^2$ & $q^2=CoMSIA{\gg}CoMFA$) than that of CoMFA (M5) model. And the factor influencing of the selective between the fungicidal activity against RBC and SBC was dependent on electrostatic field of CoMFA (M5) model. Therefore, it is predicted that, from the CoMSIA contour maps of CoMSIA (M7) model, the selectivity will be improved by the H-bond donor that is with negatively charged favored group at meta-position on the N-phenyl ring.

Quantitative structure-activity relationship of N-substituted phenyl 5-chloro-1,3-dimethylpyrazol-4-carboxamides (N-치환 phenyl 5-chloro-1,3-dimethylpyrazole-4-carboxamide의 정량적구조활성상관관계)

  • Kim, Yong-Whan;Park, Chang-Kyu
    • Applied Biological Chemistry
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    • v.35 no.5
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    • pp.382-388
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    • 1992
  • Mycelial growth inhibition activity of forty-one N-substituted phenyl 5-chloro-1,3-dimethylpyrazole-4-carboxamides against Rhizoctonia solani was analysed quantitatively by multiple regression analysis using physicochemical parameters of substituents as independent variables and $pEC_{50}$ as dependent variable. As a result, a quantitative structure-activity relationship was formulated using eight physicochemical parameters, which explains 83% of variance of the fungicidal activity. The most important parameter for the biological activity was log k', as related to the penetration and transport processes in the biological system. The activity also correlated with other hydrophobic parameters$({\pi}_2,\;{\pi}_3)$, an electronic parameter$({\Sigma}{\sigma})$, and steric parameters$(STERIMOL\;parameters\;L_3,\;L_4)$.

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Structure and herbicidal activity relationships of the 2,3-dihydro-2,3,4,6,7-penta-methylbenzofuran-5-yl substituents in 5-benzofuryl-2-[1-(alkoxyimine) alkyl]-3-hydroxycyclohex-2-en-1-ones (5-Benzofuryl-2-[1-(alkoxyimine) alkyl]-3-hydroxycyclohex-2-en-1-one 유도체의 구조-활성관계 2,3-dihydro-2,3,4,6,7-pentamethylben-zofuran-5-yl 치환체들의 구조와 제초 활성과의 관계)

  • Sung, Nack-Do;Song, Jong-Hwan;Jeon, Dong-Ju
    • The Korean Journal of Pesticide Science
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    • v.5 no.3
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    • pp.12-17
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    • 2001
  • A new 2,3-dihydro-2,3,4,6,7-pentamethylbenzofuran-5-yl substituents in 5-benzofuryl-2-[1-(alkoxyimine) alkyl]-3-hydroxycyclohex-2-en-1-ones were found to have herbicidal activity against rice plant (Oryza sativa L.) and barnyard grass (Echinochloa crus-galli) under submerged conditions. The structure activity. relationships (SARs) on the herbicidal activity of $R_1\;and\;R_2$ on the azomethine bond of 2,3-dihydro-2,3,4,6,7-pentamethylbenzofuran-5-yl subsituents were analysized. The conditions of the selective herbicide activity between rice plant (seed) and barnyard grass from the basis on the analysized SARs are assumed that the $R_2$ group of ethyl substituent ($R_1$ ) should have optimal asymmetry parameter, $(L/B_1)_{opt.}=3.96{\AA}$. And also, the $R_2$ groups consist of $C_1{\sim}C_3$ and unsaturated group such as 3-chloro-2-propenyl group was contribution to the herbicide activity.

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