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Wallach I, Bernard D, Nguyen K, Ho G, Morrison A, Stecula A, Rosnik A, O’Sullivan AM, Davtyan A, Samudio B, Thomas B, Worley B, Butler B, Laggner C, Thayer D, Moharreri E, Friedland G, Truong H, van den Bedem H, Ng HL, Stafford K, Sarangapani K, Giesler K, Ngo L, Mysinger M, Ahmed M, Anthis NJ, Henriksen N, Gniewek P, Eckert S, de Oliveira S, Suterwala S, PrasadPrasad SVK, Shek S, Contreras S, Hare S, Palazzo T, O’Brien TE, Van Grack T, Williams T, Chern TR, Kenyon V, Lee AH, Cann AB, Bergman B, Anderson BM, Cox BD, Warrington JM, Sorenson JM, Goldenberg JM, Young MA, DeHaan N, Pemberton RP, Schroedl S, Abramyan TM, Gupta T, Mysore V, Presser AG, Ferrando AA, Andricopulo AD, Ghosh A, Ayachi AG, Mushtaq A, Shaqra AM, Toh AKL, Smrcka AV, Ciccia A, de Oliveira AS, Sverzhinsky A, de Sousa AM, Agoulnik AI, Kushnir A, Freiberg AN, Statsyuk AV, Gingras AR, Degterev A, Tomilov A, Vrielink A, Garaeva AA, Bryant-Friedrich A, Caflisch A, Patel AK, Rangarajan AV, Matheeussen A, Battistoni A, Caporali A, Chini A, Ilari A, Mattevi A, Foote AT, Trabocchi A, Stahl A, Herr AB, Berti A, Freywald A, Reidenbach AG, Lam A, Cuddihy AR, White A, Taglialatela A, Ojha AK, Cathcart AM, Motyl AAL, Borowska A, D’Antuono A, Hirsch AKH, Porcelli AM, Minakova A, Montanaro A, Müller A, Fiorillo A, Virtanen A, O’Donoghue AJ, Del Rio Flores A, Garmendia AE, Pineda-Lucena A, Panganiban AT, Samantha A, Chatterjee AK, Haas AL, Paparella AS, John ALS, Prince A, ElSheikh A, Apfel AM, Colomba A, O’Dea A, Diallo BN, Ribeiro BMRM, Bailey-Elkin BA, Edelman BL, Liou B, Perry B, Chua BSK, Kováts B, Englinger B, Balakrishnan B, Gong B, Agianian B, Pressly B, Salas BPM, Duggan BM, Geisbrecht BV, Dymock BW, Morten BC, Hammock BD, Mota BEF, Dickinson BC, Fraser C, Lempicki C, Novina CD, Torner C, Ballatore C, Bon C, Chapman CJ, Partch CL, Chaton CT, Huang C, Yang CY, Kahler CM, Karan C, Keller C, Dieck CL, Huimei C, Liu C, Peltier C, Mantri CK, Kemet CM, Müller CE, Weber C, Zeina CM, Muli CS, Morisseau C, Alkan C, Reglero C, Loy CA, Wilson CM, Myhr C, Arrigoni C, Paulino C, Santiago C, Luo D, Tumes DJ, Keedy DA, Lawrence DA, Chen D, Manor D, Trader DJ, Hildeman DA, Drewry DH, Dowling DJ, Hosfield DJ, Smith DM, Moreira D, Siderovski DP, Shum D, Krist DT, Riches DWH, Ferraris DM, Anderson DH, Coombe DR, Welsbie DS, Hu D, Ortiz D, Alramadhani D, Zhang D, Chaudhuri D, Slotboom DJ, Ronning DR, Lee D, Dirksen D, Shoue DA, Zochodne DW, Krishnamurthy D, Duncan D, Glubb DM, Gelardi ELM, Hsiao EC, Lynn EG, Silva EB, Aguilera E, Lenci E, Abraham ET, Lama E, Mameli E, Leung E, Christensen EM, Mason ER, Petretto E, Trakhtenberg EF, Rubin EJ, Strauss E, Thompson EW, Cione E, Lisabeth EM, Fan E, Kroon EG, Jo E, García-Cuesta EM, Glukhov E, Gavathiotis E, Yu F, Xiang F, Leng F, Wang F, Ingoglia F, van den Akker F, Borriello F, Vizeacoumar FJ, Luh F, Buckner FS, Vizeacoumar FS, Bdira FB, Svensson F, Rodriguez GM, Bognár G, Lembo G, Zhang G, Dempsey G, Eitzen G, Mayer G, Greene GL, Garcia GA, Lukacs GL, Prikler G, Parico GCG, Colotti G, De Keulenaer G, Cortopassi G, Roti G, Girolimetti G, Fiermonte G, Gasparre G, Leuzzi G, Dahal G, Michlewski G, Conn GL, Stuchbury GD, Bowman GR, Popowicz GM, Veit G, de Souza GE, Akk G, Caljon G, Alvarez G, Rucinski G, Lee G, Cildir G, Li H, Breton HE, Jafar-Nejad H, Zhou H, Moore HP, Tilford H, Yuan H, Shim H, Wulff H, Hoppe H, Chaytow H, Tam HK, Van Remmen H, Xu H, Debonsi HM, Lieberman HB, Jung H, Fan HY, Feng H, Zhou H, Kim HJ, Greig IR, Caliandro I, Corvo I, Arozarena I, Mungrue IN, Verhamme IM, Qureshi IA, Lotsaris I, Cakir I, Perry JJP, Kwiatkowski J, Boorman J, Ferreira J, Fries J, Kratz JM, Miner J, Siqueira-Neto JL, Granneman JG, Ng J, Shorter J, Voss JH, Gebauer JM, Chuah J, Mousa JJ, Maynes JT, Evans JD, Dickhout J, MacKeigan JP, Jossart JN, Zhou J, Lin J, Xu J, Wang J, Zhu J, Liao J, Xu J, Zhao J, Lin J, Lee J, Reis J, Stetefeld J, Bruning JB, Bruning JB, Coles JG, Tanner JJ, Pascal JM, So J, Pederick JL, Costoya JA, Rayman JB, Maciag JJ, Nasburg JA, Gruber JJ, Finkelstein JM, Watkins J, Rodríguez-Frade JM, Arias JAS, Lasarte JJ, Oyarzabal J, Milosavljevic J, Cools J, Lescar J, Bogomolovas J, Wang J, Kee JM, Kee JM, Liao J, Sistla JC, Abrahão JS, Sishtla K, Francisco KR, Hansen KB, Molyneaux KA, Cunningham KA, Martin KR, Gadar K, Ojo KK, Wong KS, Wentworth KL, Lai K, Lobb KA, Hopkins KM, Parang K, Machaca K, Pham K, Ghilarducci K, Sugamori KS, McManus KJ, Musta K, Faller KME, Nagamori K, Mostert KJ, Korotkov KV, Liu K, Smith KS, Sarosiek K, Rohde KH, Kim KK, Lee KH, Pusztai L, Lehtiö L, Haupt LM, Cowen LE, Byrne LJ, Su L, Wert-Lamas L, Puchades-Carrasco L, Chen L, Malkas LH, Zhuo L, Hedstrom L, Hedstrom L, Walensky LD, Antonelli L, Iommarini L, Whitesell L, Randall LM, Fathallah MD, Nagai MH, Kilkenny ML, Ben-Johny M, Lussier MP, Windisch MP, Lolicato M, Lolli ML, Vleminckx M, Caroleo MC, Macias MJ, Valli M, Barghash MM, Mellado M, Tye MA, Wilson MA, Hannink M, Ashton MR, Cerna MVC, Giorgis M, Safo MK, Maurice MS, McDowell MA, Pasquali M, Mehedi M, Serafim MSM, Soellner MB, Alteen MG, Champion MM, Skorodinsky M, O’Mara ML, Bedi M, Rizzi M, Levin M, Mowat M, Jackson MR, Paige M, Al-Yozbaki M, Giardini MA, Maksimainen MM, De Luise M, Hussain MS, Christodoulides M, Stec N, Zelinskaya N, Van Pelt N, Merrill NM, Singh N, Kootstra NA, Singh N, Gandhi NS, Chan NL, Trinh NM, Schneider NO, Matovic N, Horstmann N, Longo N, Bharambe N, Rouzbeh N, Mahmoodi N, Gumede NJ, Anastasio NC, Khalaf NB, Rabal O, Kandror O, Escaffre O, Silvennoinen O, Bishop OT, Iglesias P, Sobrado P, Chuong P, O’Connell P, Martin-Malpartida P, Mellor P, Fish PV, Moreira POL, Zhou P, Liu P, Liu P, Wu P, Agogo-Mawuli P, Jones PL, Ngoi P, Toogood P, Ip P, von Hundelshausen P, Lee PH, Rowswell-Turner RB, Balaña-Fouce R, Rocha REO, Guido RVC, Ferreira RS, Agrawal RK, Harijan RK, Ramachandran R, Verma R, Singh RK, Tiwari RK, Mazitschek R, Koppisetti RK, Dame RT, Douville RN, Austin RC, Taylor RE, Moore RG, Ebright RH, Angell RM, Yan R, Kejriwal R, Batey RA, Blelloch R, Vandenberg RJ, Hickey RJ, Kelm RJ, Lake RJ, Bradley RK, Blumenthal RM, Solano R, Gierse RM, Viola RE, McCarthy RR, Reguera RM, Uribe RV, do Monte-Neto RL, Gorgoglione R, Cullinane RT, Katyal S, Hossain S, Phadke S, Shelburne SA, Geden SE, Johannsen S, Wazir S, Legare S, Landfear SM, Radhakrishnan SK, Ammendola S, Dzhumaev S, Seo SY, Li S, Zhou S, Chu S, Chauhan S, Maruta S, Ashkar SR, Shyng SL, Conticello SG, Buroni S, Garavaglia S, White SJ, Zhu S, Tsimbalyuk S, Chadni SH, Byun SY, Park S, Xu SQ, Banerjee S, Zahler S, Espinoza S, Gustincich S, Sainas S, Celano SL, Capuzzi SJ, Waggoner SN, Poirier S, Olson SH, Marx SO, Van Doren SR, Sarilla S, Brady-Kalnay SM, Dallman S, Azeem SM, Teramoto T, Mehlman T, Swart T, Abaffy T, Akopian T, Haikarainen T, Moreda TL, Ikegami T, Teixeira TR, Jayasinghe TD, Gillingwater TH, Kampourakis T, Richardson TI, Herdendorf TJ, Kotzé TJ, O’Meara TR, Corson TW, Hermle T, Ogunwa TH, Lan T, Su T, Banjo T, O’Mara TA, Chou T, Chou TF, Baumann U, Desai UR, Pai VP, Thai VC, Tandon V, Banerji V, Robinson VL, Gunasekharan V, Namasivayam V, Segers VFM, Maranda V, Dolce V, Maltarollo VG, Scoffone VC, Woods VA, Ronchi VP, Van Hung Le V, Clayton WB, Lowther WT, Houry WA, Li W, Tang W, Zhang W, Van Voorhis WC, Donaldson WA, Hahn WC, Kerr WG, Gerwick WH, Bradshaw WJ, Foong WE, Blanchet X, Wu X, Lu X, Qi X, Xu X, Yu X, Qin X, Wang X, Yuan X, Zhang X, Zhang YJ, Hu Y, Aldhamen YA, Chen Y, Li Y, Sun Y, Zhu Y, Gupta YK, Pérez-Pertejo Y, Li Y, Tang Y, He Y, Tse-Dinh YC, Sidorova YA, Yen Y, Li Y, Frangos ZJ, Chung Z, Su Z, Wang Z, Zhang Z, Liu Z, Inde Z, Artía Z, Heifets A. AI is a viable alternative to high throughput screening: a 318-target study. Sci Rep 2024; 14:7526. [PMID: 38565852 PMCID: PMC10987645 DOI: 10.1038/s41598-024-54655-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 02/15/2024] [Indexed: 04/04/2024] Open
Abstract
High throughput screening (HTS) is routinely used to identify bioactive small molecules. This requires physical compounds, which limits coverage of accessible chemical space. Computational approaches combined with vast on-demand chemical libraries can access far greater chemical space, provided that the predictive accuracy is sufficient to identify useful molecules. Through the largest and most diverse virtual HTS campaign reported to date, comprising 318 individual projects, we demonstrate that our AtomNet® convolutional neural network successfully finds novel hits across every major therapeutic area and protein class. We address historical limitations of computational screening by demonstrating success for target proteins without known binders, high-quality X-ray crystal structures, or manual cherry-picking of compounds. We show that the molecules selected by the AtomNet® model are novel drug-like scaffolds rather than minor modifications to known bioactive compounds. Our empirical results suggest that computational methods can substantially replace HTS as the first step of small-molecule drug discovery.
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Feitosa LM, Franca RRF, Ferreira MDLG, Aguiar ACC, de Souza GE, Maluf SEC, de Souza JO, Zapata L, Duarte D, Morais I, Nogueira F, Nonato MC, Pinheiro LCS, Guido RVC, Boechat N. Discovery of new piperaquine hybrid analogs linked by triazolopyrimidine and pyrazolopyrimidine scaffolds with antiplasmodial and transmission blocking activities. Eur J Med Chem 2024; 267:116163. [PMID: 38290351 DOI: 10.1016/j.ejmech.2024.116163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 01/16/2024] [Accepted: 01/17/2024] [Indexed: 02/01/2024]
Abstract
The World Health Organization (WHO) estimated that there were 247 million malaria cases in 2021 worldwide, representing an increase in 2 million cases compared to 2020. The urgent need for the development of new antimalarials is underscored by specific criteria, including the requirement of new modes of action that avoid cross-drug resistance, the ability to provide single-dose cures, and efficacy against both assexual and sexual blood stages. Motivated by the promising results obtained from our research group with [1,2,4]triazolo[1,5-a]pyrimidine and pyrazolo[1,5-a]pyrimidine derivatives, we selected these molecular scaffolds as the foundation for designing two new series of piperaquine analogs as potential antimalarial candidates. The initial series of hybrids was designed by substituting one quinolinic ring of piperaquine with the 1,2,4-triazolo[1,5-a]pyrimidine or pyrazolo[1,5-a]pyrimidine nucleus. To connect the heterocyclic systems, spacers with 3, 4, or 7 methylene carbons were introduced at the 4 position of the quinoline. In the second series, we used piperazine as a spacer to link the 1,2,4-triazolo[1,5-a]pyrimidine or pyrazolo[1,5-a]pyrimidine group to the quinoline core, effectively merging both pharmacophoric groups via a rigid spacer. Our research efforts yielded promising compounds characterized by low cytotoxicity and selectivity indices exceeding 1570. These compounds displayed potent in vitro inhibitory activity in the low nanomolar range against the erythrocytic form of the parasite, encompassing both susceptible and resistant strains. Notably, these compounds did not show cross-resistance with either chloroquine or established P. falciparum inhibitors. Even though they share a pyrazolo- or triazolo-pyrimidine core, enzymatic inhibition assays revealed that these compounds had minimal inhibitory effects on PfDHODH, indicating a distinct mode of action unrelated to targeting this enzyme. We further assessed the compounds' potential to interfere with gametocyte and ookinete infectivity using mature P. falciparum gametocytes cultured in vitro. Four compounds demonstrated significant gametocyte inhibition ranging from 58 % to 86 %, suggesting potential transmission blocking activity. Finally, we evaluated the druggability of these new compounds using in silico methods, and the results indicated that these analogs had favorable physicochemical and ADME (absorption, distribution, metabolism, and excretion) properties. In summary, our research has successfully identified and characterized new piperaquine analogs based on [1,2,4]triazolo[1,5-a]pyrimidine and pyrazolo[1,5-a]pyrimidine scaffolds and has demonstrated their potential as promising candidates for the development of antimalarial drugs with distinct mechanisms of action, considerable selectivity, and P. falciparum transmission blocking activity.
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Affiliation(s)
- Livia M Feitosa
- Fundacao Oswaldo Cruz, Instituto de Tecnologia em Farmacos, Farmanguinhos - FIOCRUZ, Laboratorio de Sintese de Farmacos. Rua Sizenando Nabuco 100, Manguinhos, 21041-250, Rio de Janeiro, RJ, Brazil; Universidade Federal do Rio de Janeiro, Instituto de Ciências Biomédicas, Programa de Pós Graduação em Farmacologia e Química Medicinal, Rio de Janeiro, RJ, Brazil
| | - Rodolfo Rodrigo F Franca
- Fundacao Oswaldo Cruz, Instituto de Tecnologia em Farmacos, Farmanguinhos - FIOCRUZ, Laboratorio de Sintese de Farmacos. Rua Sizenando Nabuco 100, Manguinhos, 21041-250, Rio de Janeiro, RJ, Brazil
| | - Maria de Lourdes G Ferreira
- Fundacao Oswaldo Cruz, Instituto de Tecnologia em Farmacos, Farmanguinhos - FIOCRUZ, Laboratorio de Sintese de Farmacos. Rua Sizenando Nabuco 100, Manguinhos, 21041-250, Rio de Janeiro, RJ, Brazil
| | - Anna C C Aguiar
- Universidade de São Paulo, Instituto de Física de São Carlos, Av. João Dagnone, 1.100, Jd. Santa Angelina, São Carlos, SP, Brazil; Universidade Federal de São Paulo, Departamento de Microbiologia, Imunologia e Parasitologia. Rua Botucatu 862, Vila Clementino, 04023-062, São Paulo, SP, Brazil
| | - Guilherme E de Souza
- Universidade de São Paulo, Instituto de Física de São Carlos, Av. João Dagnone, 1.100, Jd. Santa Angelina, São Carlos, SP, Brazil
| | - Sarah El Chamy Maluf
- Universidade de São Paulo, Instituto de Física de São Carlos, Av. João Dagnone, 1.100, Jd. Santa Angelina, São Carlos, SP, Brazil
| | - Juliana O de Souza
- Universidade de São Paulo, Instituto de Física de São Carlos, Av. João Dagnone, 1.100, Jd. Santa Angelina, São Carlos, SP, Brazil
| | - Luana Zapata
- Universidade de São Paulo, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Departamento de Ciências BioMoleculares, Laboratório de Cristalografia de Proteínas, Avenida do Café s/n Monte Alegre, 14040-903 Ribeirão Preto, SP, Brazil; Universidade de São Paulo, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Center for the Research and Advancement of Fragments and Molecular Targets (CRAFT), Avenida do Café s/n Monte Alegre, 14040-903 Ribeirão Preto, SP, Brazil
| | - Denise Duarte
- Universidade NOVA de Lisboa, UNL, Global Health and Tropical Medicine, GHTM, Associate Laboratory in Translation and Innovation Towards Global Health, LA-REAL, Instituto de Higiene e Medicina Tropical, IHMT, Rua da Junqueira 100, 1349-008 Lisboa, Portugal
| | - Ines Morais
- Universidade NOVA de Lisboa, UNL, Global Health and Tropical Medicine, GHTM, Associate Laboratory in Translation and Innovation Towards Global Health, LA-REAL, Instituto de Higiene e Medicina Tropical, IHMT, Rua da Junqueira 100, 1349-008 Lisboa, Portugal
| | - Fatima Nogueira
- Universidade NOVA de Lisboa, UNL, Global Health and Tropical Medicine, GHTM, Associate Laboratory in Translation and Innovation Towards Global Health, LA-REAL, Instituto de Higiene e Medicina Tropical, IHMT, Rua da Junqueira 100, 1349-008 Lisboa, Portugal.
| | - M Cristina Nonato
- Universidade de São Paulo, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Departamento de Ciências BioMoleculares, Laboratório de Cristalografia de Proteínas, Avenida do Café s/n Monte Alegre, 14040-903 Ribeirão Preto, SP, Brazil; Universidade de São Paulo, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Center for the Research and Advancement of Fragments and Molecular Targets (CRAFT), Avenida do Café s/n Monte Alegre, 14040-903 Ribeirão Preto, SP, Brazil.
| | - Luiz C S Pinheiro
- Fundacao Oswaldo Cruz, Instituto de Tecnologia em Farmacos, Farmanguinhos - FIOCRUZ, Laboratorio de Sintese de Farmacos. Rua Sizenando Nabuco 100, Manguinhos, 21041-250, Rio de Janeiro, RJ, Brazil; Universidade do Estado do Rio de Janeiro, UERJ, Faculdade de Formação de Professores, Departamento de Ciências, Rua Dr. Francisco Portela, 1470, Patronato, 24435-005, São Gonçalo, RJ, Brazil.
| | - Rafael V C Guido
- Universidade de São Paulo, Instituto de Física de São Carlos, Av. João Dagnone, 1.100, Jd. Santa Angelina, São Carlos, SP, Brazil.
| | - Nubia Boechat
- Fundacao Oswaldo Cruz, Instituto de Tecnologia em Farmacos, Farmanguinhos - FIOCRUZ, Laboratorio de Sintese de Farmacos. Rua Sizenando Nabuco 100, Manguinhos, 21041-250, Rio de Janeiro, RJ, Brazil; Universidade Federal do Rio de Janeiro, Instituto de Ciências Biomédicas, Programa de Pós Graduação em Farmacologia e Química Medicinal, Rio de Janeiro, RJ, Brazil.
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Andrade AO, Santos NAC, Bastos AS, Pontual JDC, Araújo CS, Lima AS, Martinez LN, Ferreira AS, Aguiar ACC, Teles CBG, Guido RVC, Santana RA, Lopes SCP, Medeiros JF, Rizopoulos Z, Vinetz JM, Campo B, Lacerda MVG, Araújo MS. Optimization of Plasmodium vivax infection of colonized Amazonian Anopheles darlingi. Sci Rep 2023; 13:18207. [PMID: 37875508 PMCID: PMC10598059 DOI: 10.1038/s41598-023-44556-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 10/10/2023] [Indexed: 10/26/2023] Open
Abstract
Obtaining Plasmodium vivax sporozoites is essential for in vitro culture of liver stage parasites, not only to understand fundamental aspects of parasite biology, but also for drug and vaccine development. A major impediment to establish high-throughput in vitro P. vivax liver stage assays for drug development is obtaining sufficient numbers of sporozoites. To do so, female anopheline mosquitoes have to be fed on blood from P. vivax-infected patients through an artificial membrane-feeding system, which in turns requires a well-established Anopheles colony. In this study we established conditions to provide a robust supply of P. vivax sporozoites. Adding a combination of serum replacement and antibiotics to the membrane-feeding protocol was found to best improve sporozoite production. A simple centrifugation method appears to be a possible tool for rapidly obtaining purified sporozoites with a minimal loss of yield. However, this method needs to be better defined since sporozoite viability and hepatocyte infection were not evaluated.
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Affiliation(s)
- Alice O Andrade
- Plataforma de Produção e Infecção de Vetores da Malária (PIVEM)/Laboratório de Entomologia, Fiocruz Rondônia, Porto Velho, Rondônia, Brazil
- Programa de Pós-Graduação em Saúde Publica, Faculdade de Saúde Pública, Universidade de São Paulo, São Paulo, Brazil
| | - Najara Akira C Santos
- Plataforma de Produção e Infecção de Vetores da Malária (PIVEM)/Laboratório de Entomologia, Fiocruz Rondônia, Porto Velho, Rondônia, Brazil
- Programa de Pós-Graduação em Biologia Experimental, Fundação Universidade Federal de Rondônia, Porto Velho, Rondônia, Brazil
| | - Alessandra S Bastos
- Plataforma de Produção e Infecção de Vetores da Malária (PIVEM)/Laboratório de Entomologia, Fiocruz Rondônia, Porto Velho, Rondônia, Brazil
- Programa de Pós-Graduação em Biologia Experimental, Fundação Universidade Federal de Rondônia, Porto Velho, Rondônia, Brazil
| | - José Daniel C Pontual
- Plataforma de Produção e Infecção de Vetores da Malária (PIVEM)/Laboratório de Entomologia, Fiocruz Rondônia, Porto Velho, Rondônia, Brazil
| | - Cristiane S Araújo
- Plataforma de Produção e Infecção de Vetores da Malária (PIVEM)/Laboratório de Entomologia, Fiocruz Rondônia, Porto Velho, Rondônia, Brazil
- Programa de Pós-Graduação em Conservação e uso de Recursos Naturais - PPGReN, Fundação Universidade Federal de Rondônia, Porto Velho, Rondônia, Brazil
| | - Analice S Lima
- Plataforma de Produção e Infecção de Vetores da Malária (PIVEM)/Laboratório de Entomologia, Fiocruz Rondônia, Porto Velho, Rondônia, Brazil
- Faculdades Integradas Aparício Carvalho (FIMCA), Porto Velho, Rondônia, Brazil
| | - Leandro N Martinez
- Programa de Pós-Graduação em Saúde Publica, Faculdade de Saúde Pública, Universidade de São Paulo, São Paulo, Brazil
- Plataforma de Bioensaios de Malária e Leishmaniose da Fiocruz (PBML), Fiocruz Rondônia, Porto Velho, Rondônia, Brazil
| | - Amália S Ferreira
- Plataforma de Bioensaios de Malária e Leishmaniose da Fiocruz (PBML), Fiocruz Rondônia, Porto Velho, Rondônia, Brazil
| | - Anna Caroline C Aguiar
- Departamento de Biociência, Universidade Federal de São Paulo, Santos, São Paulo, Brazil
| | - Carolina B G Teles
- Programa de Pós-Graduação em Biologia Experimental, Fundação Universidade Federal de Rondônia, Porto Velho, Rondônia, Brazil
- Plataforma de Bioensaios de Malária e Leishmaniose da Fiocruz (PBML), Fiocruz Rondônia, Porto Velho, Rondônia, Brazil
- Rede de Biodiversidade e Biotecnologia da Amazônia Legal - BIONORTE, Porto Velho, Rondônia, Brazil
| | - Rafael V C Guido
- São Carlos Institute of Physics, University of Sao Paulo, São Carlos, São Paulo, Brazil
| | - Rosa A Santana
- Instituto de Pesquisa Clínica Carlos Borborema, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Brazil
| | - Stefanie C P Lopes
- Instituto de Pesquisa Clínica Carlos Borborema, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Brazil
- Programa de Pós-Graduação em Medicina Tropical, Universidade do Estado do Amazonas, Manaus, Brazil
- Instituto Leônidas & Maria Deane, FIOCRUZ, Manaus, Brazil
| | - Jansen F Medeiros
- Plataforma de Produção e Infecção de Vetores da Malária (PIVEM)/Laboratório de Entomologia, Fiocruz Rondônia, Porto Velho, Rondônia, Brazil
- Programa de Pós-Graduação em Biologia Experimental, Fundação Universidade Federal de Rondônia, Porto Velho, Rondônia, Brazil
| | | | - Joseph M Vinetz
- Section of Infectious Diseases, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Alexander von Humboldt Institute of Tropical Medicine and Faculty of Sciences, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Brice Campo
- Medicines for Malaria Venture, Geneva, Switzerland
| | - Marcus Vinicius G Lacerda
- Instituto de Pesquisa Clínica Carlos Borborema, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Brazil
- Programa de Pós-Graduação em Medicina Tropical, Universidade do Estado do Amazonas, Manaus, Brazil
- Instituto Leônidas & Maria Deane, FIOCRUZ, Manaus, Brazil
| | - Maisa S Araújo
- Plataforma de Produção e Infecção de Vetores da Malária (PIVEM)/Laboratório de Entomologia, Fiocruz Rondônia, Porto Velho, Rondônia, Brazil.
- Programa de Pós-Graduação em Conservação e uso de Recursos Naturais - PPGReN, Fundação Universidade Federal de Rondônia, Porto Velho, Rondônia, Brazil.
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de Amorim MR, Barbosa CDS, Paz TA, Ióca LP, Nicácio KJ, de Oliveira LFP, Goulart MO, Paulino JM, da Cruz MO, Ferreira AG, Furlan M, de Lira SP, Dos Santos RA, Rodrigues A, Guido RVC, Berlinck RGS. Correction to "Polyketide- and Terpenoid-Derived Metabolites Produced by a Marine-Derived Fungus, Peroneutypa sp.". J Nat Prod 2023; 86:1884. [PMID: 37390505 DOI: 10.1021/acs.jnatprod.3c00532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2023]
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5
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Gomes P, Guido RVC. Editorial: Antimalarial chemotherapy in the XXIst century, volume II. Front Pharmacol 2023; 14:1229764. [PMID: 37456750 PMCID: PMC10348896 DOI: 10.3389/fphar.2023.1229764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Accepted: 06/23/2023] [Indexed: 07/18/2023] Open
Affiliation(s)
- Paula Gomes
- LAQV-REQUIMTE, Department of Chemistry and Biochemistry, Faculty of Sciences (FCUP), University of Porto, Porto, Portugal
| | - Rafael V. C. Guido
- São Carlos Institute of Physics, University of São Paulo, São Carlos, São Paulo, Brazil
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6
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de Amorim MR, Barbosa CDS, Paz TA, Ióca LP, Nicácio KJ, de Oliveira LFP, Goulart MO, Paulino JM, da Cruz MO, Ferreira AG, Furlan M, de Lira SP, Dos Santos RA, Rodrigues A, Guido RVC, Berlinck RGS. Polyketide- and Terpenoid-Derived Metabolites Produced by a Marine-Derived Fungus, Peroneutypa sp. J Nat Prod 2023; 86:1476-1486. [PMID: 37289832 DOI: 10.1021/acs.jnatprod.3c00175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Bioassay-guided investigation of the EtOAc-soluble extract of a culture of the marine-derived fungus Peroneutypa sp. M16 led to the isolation of seven new polyketide- and terpenoid-derived metabolites (1, 2, 4-8), along with known polyketides (3, 9-13). Structures of compounds 1, 2, and 4-8 were established by analysis of spectroscopic data. Absolute configurations of compounds 1, 2, 4, 6, 7, and 8 were determined by the comparison of experimental ECD spectra with calculated CD data. Compound 5 exhibited moderate antiplasmodial activity against both chloroquine-sensitive and -resistant strains of Plasmodium falciparum.
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Affiliation(s)
- Marcelo R de Amorim
- Instituto de Química de São Carlos, Universidade de São Paulo, CEP 13560-970, São Carlos, SP, Brazil
| | - Camila de S Barbosa
- Instituto de Física de São Carlos, Universidade de São Paulo, CEP 13563-120, São Carlos, SP, Brazil
| | - Tiago A Paz
- Departamento de Análises Clínicas, Toxicológicas e Bromatológicas, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, CEP 14040-903, Ribeirão Preto, SP, Brazil
| | - Laura P Ióca
- Instituto de Química de São Carlos, Universidade de São Paulo, CEP 13560-970, São Carlos, SP, Brazil
| | - Karen J Nicácio
- Instituto de Química de São Carlos, Universidade de São Paulo, CEP 13560-970, São Carlos, SP, Brazil
| | - Lucianne F P de Oliveira
- Departamento de Ciências Exatas, Escola Superior de Agricultura "Luiz de Queiroz", Universidade de São Paulo, CEP 13418-900, Piracicaba, SP, Brazil
| | - Mirian O Goulart
- Centro de Pesquisa em Ciência e Tecnologia, Universidade de Franca, CEP 14404-600, Franca, SP, Brazil
| | - Julia M Paulino
- Centro de Pesquisa em Ciência e Tecnologia, Universidade de Franca, CEP 14404-600, Franca, SP, Brazil
| | - Mateus O da Cruz
- Departamento de Biologia Geral e Aplicada, Universidade Estadual Paulista "Júlio de Mesquita Filho", CEP 13506-900, Rio Claro, SP, Brazil
| | - Antonio G Ferreira
- Departamento de Química, Universidade Federal de São Carlos, 13565-905 São Carlos, SP, Brazil
| | - Maysa Furlan
- Instituto de Química de Araraquara, Universidade Estadual Paulista "Júlio de Mesquita Filho", CEP 14800-900, Araraquara, SP, Brazil
| | - Simone P de Lira
- Departamento de Ciências Exatas, Escola Superior de Agricultura "Luiz de Queiroz", Universidade de São Paulo, CEP 13418-900, Piracicaba, SP, Brazil
| | - Raquel A Dos Santos
- Centro de Pesquisa em Ciência e Tecnologia, Universidade de Franca, CEP 14404-600, Franca, SP, Brazil
| | - André Rodrigues
- Departamento de Biologia Geral e Aplicada, Universidade Estadual Paulista "Júlio de Mesquita Filho", CEP 13506-900, Rio Claro, SP, Brazil
| | - Rafael V C Guido
- Instituto de Física de São Carlos, Universidade de São Paulo, CEP 13563-120, São Carlos, SP, Brazil
| | - Roberto G S Berlinck
- Instituto de Química de São Carlos, Universidade de São Paulo, CEP 13560-970, São Carlos, SP, Brazil
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7
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Moreira NM, de Miranda IT, Dos Santos JRN, Opatz T, Oliva G, Guido RVC, Corrêa AG. Copper-Catalyzed Synthesis of Pyrrolo[1,2- c]quinazolines and Pyrrolo[2,1- a]isoquinolines and Antiplasmodial Evaluation. J Org Chem 2023. [PMID: 37272775 DOI: 10.1021/acs.joc.3c00616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Reactions involving C(sp3)-H bonds of azaarenes have been widely studied in recent years as they allow direct functionalization of these N-heterocycles without the use of harsh reaction conditions. In this work, we describe the C(sp3)-H functionalization of 4-methylquinazolines and 1-benzylisoquinolines, employing α-substituted β-nitrostyrenes catalyzed by inexpensive copper acetate. Under the optimized condition, 21 pyrrolo[1,2-c]quinazolines, as well as an imidazo[1,2-c]quinazoline and 4 pyrrolo[2,1-a]isoquinolines, were obtained in moderate to good yields. Furthermore, the biological activity of the pyrrolo[1,2-c]quinazolines was evaluated against Plasmodium falciparum, and promising results were obtained.
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Affiliation(s)
- Natália M Moreira
- Centre of Excellence for Research in Sustainable Chemistry, Chemistry Department, Federal University of São Carlos, São Carlos, São Paulo 13565-905, Brazil
- São Carlos Institute of Physics, University of São Paulo, São Carlos, São Paulo 13563-120, Brazil
| | - Ingrid T de Miranda
- Centre of Excellence for Research in Sustainable Chemistry, Chemistry Department, Federal University of São Carlos, São Carlos, São Paulo 13565-905, Brazil
| | - Jhonathan R N Dos Santos
- Centre of Excellence for Research in Sustainable Chemistry, Chemistry Department, Federal University of São Carlos, São Carlos, São Paulo 13565-905, Brazil
| | - Till Opatz
- Department of Chemistry, Johannes Gutenberg-University, Mainz 55128, Germany
| | - Glaucius Oliva
- São Carlos Institute of Physics, University of São Paulo, São Carlos, São Paulo 13563-120, Brazil
| | - Rafael V C Guido
- São Carlos Institute of Physics, University of São Paulo, São Carlos, São Paulo 13563-120, Brazil
| | - Arlene G Corrêa
- Centre of Excellence for Research in Sustainable Chemistry, Chemistry Department, Federal University of São Carlos, São Carlos, São Paulo 13565-905, Brazil
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8
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Maciel L, Ferraz MVF, Oliveira AA, Lins RD, dos Anjos J, Guido RVC, Soares TA. Inhibition of 3-Hydroxykynurenine Transaminase from Aedes aegypti and Anopheles gambiae: A Mosquito-Specific Target to Combat the Transmission of Arboviruses. ACS Bio Med Chem Au 2023; 3:211-222. [PMID: 37101811 PMCID: PMC10125267 DOI: 10.1021/acsbiomedchemau.2c00080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 02/07/2023] [Accepted: 02/07/2023] [Indexed: 04/28/2023]
Abstract
Arboviral infections such as Zika, chikungunya, dengue, and yellow fever pose significant health problems globally. The population at risk is expanding with the geographical distribution of the main transmission vector of these viruses, the Aedes aegypti mosquito. The global spreading of this mosquito is driven by human migration, urbanization, climate change, and the ecological plasticity of the species. Currently, there are no specific treatments for Aedes-borne infections. One strategy to combat different mosquito-borne arboviruses is to design molecules that can specifically inhibit a critical host protein. We obtained the crystal structure of 3-hydroxykynurenine transaminase (AeHKT) from A. aegypti, an essential detoxification enzyme of the tryptophan metabolism pathway. Since AeHKT is found exclusively in mosquitoes, it provides the ideal molecular target for the development of inhibitors. Therefore, we determined and compared the free binding energy of the inhibitors 4-(2-aminophenyl)-4-oxobutyric acid (4OB) and sodium 4-(3-phenyl-1,2,4-oxadiazol-5-yl)butanoate (OXA) to AeHKT and AgHKT from Anopheles gambiae, the only crystal structure of this enzyme previously known. The cocrystallized inhibitor 4OB binds to AgHKT with K i of 300 μM. We showed that OXA binds to both AeHKT and AgHKT enzymes with binding energies 2-fold more favorable than the crystallographic inhibitor 4OB and displayed a 2-fold greater residence time τ upon binding to AeHKT than 4OB. These findings indicate that the 1,2,4-oxadiazole derivatives are inhibitors of the HKT enzyme not only from A. aegypti but also from A. gambiae.
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Affiliation(s)
- Larissa
G. Maciel
- Department
of Fundamental Chemistry, Federal University
of Pernambuco, 50740-560 Recife, Brazil
| | - Matheus V. F. Ferraz
- Department
of Fundamental Chemistry, Federal University
of Pernambuco, 50740-560 Recife, Brazil
- Aggeu
Magalhães Institute, Oswaldo Cruz
Foundation, 50740-465 Recife, Brazil
| | - Andrew A. Oliveira
- São
Carlos Institute of Physics, University
of São Paulo, 13563-120 São Carlos, Brazil
| | - Roberto D. Lins
- Aggeu
Magalhães Institute, Oswaldo Cruz
Foundation, 50740-465 Recife, Brazil
| | - Janaína
V. dos Anjos
- Department
of Fundamental Chemistry, Federal University
of Pernambuco, 50740-560 Recife, Brazil
| | - Rafael V. C. Guido
- São
Carlos Institute of Physics, University
of São Paulo, 13563-120 São Carlos, Brazil
| | - Thereza A. Soares
- Department
of Chemistry, University of São Paulo, 055508-090 Ribeirão
Preto, Brazil
- Hylleraas
Centre for Quantum Molecular Sciences, University
of Oslo, 0315 Oslo, Norway
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9
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Gomes P, Guido RVC. Editorial: Antimalarial chemotherapy in the XXIst century. Front Pharmacol 2022; 13:1118683. [PMID: 36618927 PMCID: PMC9811607 DOI: 10.3389/fphar.2022.1118683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 12/12/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- Paula Gomes
- LAQV-REQUIMTE, Department of Chemistry and Biochemistry, Faculty of Sciences (FCUP), University of Porto, Porto, Portugal,*Correspondence: Rafael V. C. Guido, ; Paula Gomes,
| | - Rafael V. C. Guido
- São Carlos Institute of Physics, University of São Paulo, São Carlos, Brazil,*Correspondence: Rafael V. C. Guido, ; Paula Gomes,
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10
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de Amorim MR, Paz TA, Pinto LDS, Hilário F, Zanini CL, Aguiar ACC, Silva DES, Furlan M, Guido RVC, Bauab TM, Netto AVDG, Dos Santos LC. New Isoquinoline Alkaloids from Paraphaeosphaeria sporulosa F03, a Fungal Endophyte Isolated from Paepalanthus planifolius. Planta Med 2022; 88:994-1003. [PMID: 35045581 DOI: 10.1055/a-1706-4642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
As part of our continuing efforts to discover new bioactive compounds from endophytic fungal sources, we have investigated the extract of the Paraphaeosphaeria sporulosa F03 strain. The study led to the isolation of four new 3-methyl-isoquinoline alkaloids (1: - 4: ) and four known polyketides (5: - 8: ). The structures of compounds 1: - 4: were elucidated by 1D and 2D NMR experiments and HRMS analysis. The absolute configuration of 4: was determined by comparison of its experimental electronic circular dichroism spectrum with calculated data. Compounds 1: - 4: exhibited antifungal activity with minimal inhibitory concentration values ranging from 6.25 - 50 µg/mL against six Candida species but they did not present any cytotoxic activity against the human tumor cell lines A549 (lung), MCF-7 (breast), and HepG2 (hepatocellular). In addition, compound 4: exhibited antiplasmodial activity in the low micromolar range (IC50 = 4 µM).
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Affiliation(s)
- Marcelo R de Amorim
- Institute of Chemistry, São Paulo State University (Unesp), Araraquara, SP, Brazil
| | - Tiago A Paz
- Institute of Chemistry, São Paulo State University (Unesp), Araraquara, SP, Brazil
| | - Luciano da S Pinto
- Department of Chemistry, Federal University of São Carlos (UFSCar), São Carlos, SP, Brazil
| | - Felipe Hilário
- School of Pharmaceutical Sciences, São Paulo State University (Unesp), Araraquara, SP, Brazil
| | - Camila L Zanini
- São Carlos Institute of Physics, University of São Paulo (USP), São Carlos, SP, Brazil
| | | | - Débora E S Silva
- Institute of Chemistry, São Paulo State University (Unesp), Araraquara, SP, Brazil
| | - Maysa Furlan
- Institute of Chemistry, São Paulo State University (Unesp), Araraquara, SP, Brazil
| | - Rafael V C Guido
- São Carlos Institute of Physics, University of São Paulo (USP), São Carlos, SP, Brazil
| | - Taís M Bauab
- School of Pharmaceutical Sciences, São Paulo State University (Unesp), Araraquara, SP, Brazil
| | - Adelino V de G Netto
- Institute of Chemistry, São Paulo State University (Unesp), Araraquara, SP, Brazil
| | - Lourdes C Dos Santos
- Institute of Chemistry, São Paulo State University (Unesp), Araraquara, SP, Brazil
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11
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Cilli EM, Costa NC, Santos-Filho NA, Piccoli JP, Fusco-Almeida AM, Santos CT, de Souza JO, Zanini CL, Aguiar ACC, Oliva G, Guido RVC. New strategies for novel drugs: antimicrobial peptides containing ferrocene with improved antifungal and antiplasmodial biological activity. Protein Pept Lett 2022; 29:1088-1098. [DOI: 10.2174/0929866529666220929162509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 08/26/2022] [Accepted: 08/29/2022] [Indexed: 11/22/2022]
Abstract
Background:
Fungal and parasitic diseases are global health problems and the available treatments are becoming ineffective, mainly due to the emergence of resistant strains of pathogens. Furthermore, the drugs currently in use exhibit high toxicity and side effects. The scarcity of efficient treatments for fungal and parasitic diseases has motivated the search for new drug candidates including antimicrobial peptides. The chemokine class RP1 peptide shows inhibitory activity against bacteria, viruses, cancer cells and parasites. In addition, the organometallic compound ferrocene showed antiparasitic activity. Thus, the objective of this study was to assess the effect of conjugation of the RP1 peptide with ferrocene in terms of its structure, biological activity against fungi and parasites and toxicity.
Methods:
Peptides and conjugates were synthesized using solid phase peptide synthesis (SPPS). The Fc-RP1 peptide showed antifungal and antimalarial activities with low toxicity in the U87 and HepG2 cell lines.
Results:
The mechanism of action of these peptides, analyzed by flow cytometry in the fungus Cryptococcus neoformans, was through membrane permeabilization, with an emphasis on the Fc-RP1 peptide that presented the highest rate of PI-positive cell marking.
Conclusion:
In conclusion, ferrocene conjugated to antimicrobial peptide RP1 is an attractive biomolecule for drug discovery against fungal and parasitic diseases.
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Affiliation(s)
- Eduardo M. Cilli
- Department of Biochemistry and Technological Chemistry, Institute of Chemistry, São Paulo State University (UNESP), Brazil
| | - Natalia C.S. Costa
- Department of Biochemistry and Technological Chemistry, Institute of Chemistry, São Paulo State University (UNESP), Brazil
| | - Norival A. Santos-Filho
- Department of Biochemistry and Technological Chemistry, Institute of Chemistry, São Paulo State University (UNESP), Brazil
| | - Julia P. Piccoli
- Department of Biochemistry and Technological Chemistry, Institute of Chemistry, São Paulo State University (UNESP), Brazil
| | - Ana M. Fusco-Almeida
- Department of Clinical Analysis, School of Pharmaceutical Sciences, São Paulo State University (UNESP), Brazil
| | - Claudia T. Santos
- Department of Clinical Analysis, School of Pharmaceutical Sciences, São Paulo State University (UNESP), Brazil
| | | | - Camila L. Zanini
- São Carlos Institute of Physics, University of Sao Paulo (USP), Brazil
| | | | - Glaucius Oliva
- São Carlos Institute of Physics, University of Sao Paulo (USP), Brazil
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12
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Inácio MC, Paz TA, Wijeratne EMK, Gunaherath GMKB, Guido RVC, Gunatilaka AAL. Antimicrobial activity of some celastroloids and their derivatives. Med Chem Res 2022. [DOI: 10.1007/s00044-022-02927-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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13
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de Vries LE, Jansen PAM, Barcelo C, Munro J, Verhoef JMJ, Pasaje CFA, Rubiano K, Striepen J, Abla N, Berning L, Bolscher JM, Demarta-Gatsi C, Henderson RWM, Huijs T, Koolen KMJ, Tumwebaze PK, Yeo T, Aguiar ACC, Angulo-Barturen I, Churchyard A, Baum J, Fernández BC, Fuchs A, Gamo FJ, Guido RVC, Jiménez-Diaz MB, Pereira DB, Rochford R, Roesch C, Sanz LM, Trevitt G, Witkowski B, Wittlin S, Cooper RA, Rosenthal PJ, Sauerwein RW, Schalkwijk J, Hermkens PHH, Bonnert RV, Campo B, Fidock DA, Llinás M, Niles JC, Kooij TWA, Dechering KJ. Preclinical characterization and target validation of the antimalarial pantothenamide MMV693183. Nat Commun 2022; 13:2158. [PMID: 35444200 PMCID: PMC9021288 DOI: 10.1038/s41467-022-29688-5] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Accepted: 03/09/2022] [Indexed: 12/14/2022] Open
Abstract
Drug resistance and a dire lack of transmission-blocking antimalarials hamper malaria elimination. Here, we present the pantothenamide MMV693183 as a first-in-class acetyl-CoA synthetase (AcAS) inhibitor to enter preclinical development. Our studies demonstrate attractive drug-like properties and in vivo efficacy in a humanized mouse model of Plasmodium falciparum infection. The compound shows single digit nanomolar in vitro activity against P. falciparum and P. vivax clinical isolates, and potently blocks P. falciparum transmission to Anopheles mosquitoes. Genetic and biochemical studies identify AcAS as the target of the MMV693183-derived antimetabolite, CoA-MMV693183. Pharmacokinetic-pharmacodynamic modelling predict that a single 30 mg oral dose is sufficient to cure a malaria infection in humans. Toxicology studies in rats indicate a > 30-fold safety margin in relation to the predicted human efficacious exposure. In conclusion, MMV693183 represents a promising candidate for further (pre)clinical development with a novel mode of action for treatment of malaria and blocking transmission. Here, de Vries et al. perform a pre-clinical characterization of the antimalarial compound MMV693183: the compound targets acetyl-CoA synthetase, has efficacy in humanized mice against Plasmodium falciparum infection, blocks transmission to mosquito vectors, is safe in rats, and pharmacokinetic-pharmacodynamic modeling informs about a potential oral human dosing regimen.
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Affiliation(s)
- Laura E de Vries
- Department of Medical Microbiology, Radboudumc Center for Infectious Diseases, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands.,Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Patrick A M Jansen
- Department of Dermatology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - Justin Munro
- Department of Chemistry and Huck Center for Malaria Research, The Pennsylvania State University, University Park, PA, USA
| | - Julie M J Verhoef
- Department of Medical Microbiology, Radboudumc Center for Infectious Diseases, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - Kelly Rubiano
- Department of Microbiology & Immunology, Columbia University Irving Medical Center, New York, NY, USA
| | - Josefine Striepen
- Department of Microbiology & Immunology, Columbia University Irving Medical Center, New York, NY, USA
| | - Nada Abla
- Medicines for Malaria Venture, Geneva, Switzerland
| | - Luuk Berning
- TropIQ Health Sciences, Nijmegen, The Netherlands
| | | | | | | | - Tonnie Huijs
- TropIQ Health Sciences, Nijmegen, The Netherlands
| | | | | | - Tomas Yeo
- Department of Microbiology & Immunology, Columbia University Irving Medical Center, New York, NY, USA
| | - Anna C C Aguiar
- Sao Carlos Institute of Physics, University of São Paulo, São Carlos, São Paulo, Brazil, São Carlos, SP, Brazil
| | | | - Alisje Churchyard
- Department of Life Sciences, Imperial College London, South Kensington, London, United Kingdom
| | - Jake Baum
- Department of Life Sciences, Imperial College London, South Kensington, London, United Kingdom
| | | | - Aline Fuchs
- Medicines for Malaria Venture, Geneva, Switzerland
| | | | - Rafael V C Guido
- Sao Carlos Institute of Physics, University of São Paulo, São Carlos, São Paulo, Brazil, São Carlos, SP, Brazil
| | | | - Dhelio B Pereira
- Research Center for Tropical Medicine of Rondonia, Porto Velho, Brazil
| | - Rosemary Rochford
- Department of Immunology and Microbiology, University of Colorado Anschutz School of Medicine, Aurora, CO, USA
| | - Camille Roesch
- Malaria Molecular Epidemiology Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia.,Malaria Translational Research Unit, Institut Pasteur, Paris & Institut Pasteur du Cambodge, Phnom Penh, Cambodia
| | - Laura M Sanz
- Global Health, GlaxoSmithKline, Tres Cantos, Madrid, Spain
| | | | - Benoit Witkowski
- Malaria Molecular Epidemiology Unit, Institut Pasteur du Cambodge, Phnom Penh, Cambodia.,Malaria Translational Research Unit, Institut Pasteur, Paris & Institut Pasteur du Cambodge, Phnom Penh, Cambodia
| | - Sergio Wittlin
- Swiss Tropical and Public Health Institute, Basel, Switzerland.,University of Basel, Basel, Switzerland
| | - Roland A Cooper
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, CA, USA
| | - Philip J Rosenthal
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Robert W Sauerwein
- Department of Medical Microbiology, Radboudumc Center for Infectious Diseases, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands.,TropIQ Health Sciences, Nijmegen, The Netherlands
| | - Joost Schalkwijk
- Department of Dermatology, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | | | - Brice Campo
- Medicines for Malaria Venture, Geneva, Switzerland
| | - David A Fidock
- Department of Microbiology & Immunology, Columbia University Irving Medical Center, New York, NY, USA.,Center for Malaria Therapeutics and Antimicrobial Resistance, Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Manuel Llinás
- Department of Chemistry and Huck Center for Malaria Research, The Pennsylvania State University, University Park, PA, USA.,Department of Biochemistry & Molecular Biology, The Pennsylvania State University, University Park, PA, USA
| | - Jacquin C Niles
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Taco W A Kooij
- Department of Medical Microbiology, Radboudumc Center for Infectious Diseases, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, The Netherlands.
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14
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E Costa RK, Rodrigues CT, H Campos JC, Paradela LS, Dias MM, Novaes da Silva B, de Valega Negrao CVZ, Gonçalves KDA, Ascenção CFR, Adamoski D, Mercaldi GF, Bastos ACS, Batista FAH, Figueira AC, Cordeiro AT, Ambrosio ALB, Guido RVC, Dias SMG. High-Throughput Screening Reveals New Glutaminase Inhibitor Molecules. ACS Pharmacol Transl Sci 2021; 4:1849-1866. [PMID: 34927015 DOI: 10.1021/acsptsci.1c00226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Indexed: 11/29/2022]
Abstract
The glutaminase (GLS) enzyme hydrolyzes glutamine into glutamate, an important anaplerotic source for the tricarboxylic acid cycle in rapidly growing cancer cells under the Warburg effect. Glutamine-derived α-ketoglutarate is also an important cofactor of chromatin-modifying enzymes, and through epigenetic changes, it keeps cancer cells in an undifferentiated state. Moreover, glutamate is an important neurotransmitter, and deregulated glutaminase activity in the nervous system underlies several neurological disorders. Given the proven importance of glutaminase for critical diseases, we describe the development of a new coupled enzyme-based fluorescent glutaminase activity assay formatted for 384-well plates for high-throughput screening (HTS) of glutaminase inhibitors. We applied the new methodology to screen a ∼30,000-compound library to search for GLS inhibitors. The HTS assay identified 11 glutaminase inhibitors as hits that were characterized by in silico, biochemical, and glutaminase-based cellular assays. A structure-activity relationship study on the most promising hit (C9) allowed the discovery of a derivative, C9.22, with enhanced in vitro and cellular glutaminase-inhibiting activity. In summary, we discovered a new glutaminase inhibitor with an innovative structural scaffold and described the molecular determinants of its activity.
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Affiliation(s)
- Renna K E Costa
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil.,Graduate Program in Genetics and Molecular Biology, Institute of Biology, University of Campinas-UNICAMP, 13083-970 Campinas-SP, Brazil
| | - Camila T Rodrigues
- Sao Carlos Institute of Physics (IFSC), University of Sao Paulo (USP), 13563-120 Sao Carlos-SP, Brazil
| | - Jean C H Campos
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
| | - Luciana S Paradela
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil.,Graduate Program in Genetics and Molecular Biology, Institute of Biology, University of Campinas-UNICAMP, 13083-970 Campinas-SP, Brazil
| | - Marilia M Dias
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
| | - Bianca Novaes da Silva
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
| | - Cyro von Zuben de Valega Negrao
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil.,Graduate Program in Genetics and Molecular Biology, Institute of Biology, University of Campinas-UNICAMP, 13083-970 Campinas-SP, Brazil
| | - Kaliandra de Almeida Gonçalves
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
| | - Carolline F R Ascenção
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil.,Graduate Program in Genetics and Molecular Biology, Institute of Biology, University of Campinas-UNICAMP, 13083-970 Campinas-SP, Brazil
| | - Douglas Adamoski
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil.,Graduate Program in Genetics and Molecular Biology, Institute of Biology, University of Campinas-UNICAMP, 13083-970 Campinas-SP, Brazil
| | - Gustavo Fernando Mercaldi
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
| | - Alliny C S Bastos
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
| | - Fernanda A H Batista
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
| | - Ana Carolina Figueira
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
| | - Artur T Cordeiro
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
| | - Andre L B Ambrosio
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
| | - Rafael V C Guido
- Sao Carlos Institute of Physics (IFSC), University of Sao Paulo (USP), 13563-120 Sao Carlos-SP, Brazil
| | - Sandra M G Dias
- Brazilian Biosciences National Laboratory (LNBio), Center for Research in Energy and Materials (CNPEM), 13083-100 Campinas-SP, Brazil
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15
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Freire MCLC, Noske GD, Bitencourt NV, Sanches PRS, Santos-Filho NA, Gawriljuk VO, de Souza EP, Nogueira VHR, de Godoy MO, Nakamura AM, Fernandes RS, Godoy AS, Juliano MA, Peres BM, Barbosa CG, Moraes CB, Freitas-Junior LHG, Cilli EM, Guido RVC, Oliva G. Non-Toxic Dimeric Peptides Derived from the Bothropstoxin-I Are Potent SARS-CoV-2 and Papain-like Protease Inhibitors. Molecules 2021; 26:molecules26164896. [PMID: 34443484 PMCID: PMC8401042 DOI: 10.3390/molecules26164896] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 08/05/2021] [Accepted: 08/07/2021] [Indexed: 12/24/2022] Open
Abstract
The COVID-19 outbreak has rapidly spread on a global scale, affecting the economy and public health systems throughout the world. In recent years, peptide-based therapeutics have been widely studied and developed to treat infectious diseases, including viral infections. Herein, the antiviral effects of the lysine linked dimer des-Cys11, Lys12,Lys13-(pBthTX-I)2K ((pBthTX-I)2K)) and derivatives against SARS-CoV-2 are reported. The lead peptide (pBthTX-I)2K and derivatives showed attractive inhibitory activities against SARS-CoV-2 (EC50 = 28–65 µM) and mostly low cytotoxic effect (CC50 > 100 µM). To shed light on the mechanism of action underlying the peptides’ antiviral activity, the Main Protease (Mpro) and Papain-Like protease (PLpro) inhibitory activities of the peptides were assessed. The synthetic peptides showed PLpro inhibition potencies (IC50s = 1.0–3.5 µM) and binding affinities (Kd = 0.9–7 µM) at the low micromolar range but poor inhibitory activity against Mpro (IC50 > 10 µM). The modeled binding mode of a representative peptide of the series indicated that the compound blocked the entry of the PLpro substrate toward the protease catalytic cleft. Our findings indicated that non-toxic dimeric peptides derived from the Bothropstoxin-I have attractive cellular and enzymatic inhibitory activities, thereby suggesting that they are promising prototypes for the discovery and development of new drugs against SARS-CoV-2 infection.
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Affiliation(s)
- Marjorie C. L. C. Freire
- São Carlos Institute of Physics, University of Sao Paulo, Avenida João Dagnone, 1100, São Carlos 13563-120, SP, Brazil; (M.C.L.C.F.); (G.D.N.); (V.O.G.); (V.H.R.N.); (M.O.d.G.); (A.M.N.); (R.S.F.); (A.S.G.)
| | - Gabriela D. Noske
- São Carlos Institute of Physics, University of Sao Paulo, Avenida João Dagnone, 1100, São Carlos 13563-120, SP, Brazil; (M.C.L.C.F.); (G.D.N.); (V.O.G.); (V.H.R.N.); (M.O.d.G.); (A.M.N.); (R.S.F.); (A.S.G.)
| | - Natália V. Bitencourt
- Department of Biochemistry and Organic Chemistry, Institute of Chemistry, São Paulo State University (UNESP), Araraquara 14800-060, SP, Brazil; (N.V.B.); (P.R.S.S.); (N.A.S.-F.); (E.M.C.)
| | - Paulo R. S. Sanches
- Department of Biochemistry and Organic Chemistry, Institute of Chemistry, São Paulo State University (UNESP), Araraquara 14800-060, SP, Brazil; (N.V.B.); (P.R.S.S.); (N.A.S.-F.); (E.M.C.)
| | - Norival A. Santos-Filho
- Department of Biochemistry and Organic Chemistry, Institute of Chemistry, São Paulo State University (UNESP), Araraquara 14800-060, SP, Brazil; (N.V.B.); (P.R.S.S.); (N.A.S.-F.); (E.M.C.)
| | - Victor O. Gawriljuk
- São Carlos Institute of Physics, University of Sao Paulo, Avenida João Dagnone, 1100, São Carlos 13563-120, SP, Brazil; (M.C.L.C.F.); (G.D.N.); (V.O.G.); (V.H.R.N.); (M.O.d.G.); (A.M.N.); (R.S.F.); (A.S.G.)
| | - Eduardo P. de Souza
- Department of Genetics and Evolution, Federal University of São Carlos, Rodovia Washington Luís km 235, São Carlos 13565-905, SP, Brazil;
| | - Victor H. R. Nogueira
- São Carlos Institute of Physics, University of Sao Paulo, Avenida João Dagnone, 1100, São Carlos 13563-120, SP, Brazil; (M.C.L.C.F.); (G.D.N.); (V.O.G.); (V.H.R.N.); (M.O.d.G.); (A.M.N.); (R.S.F.); (A.S.G.)
| | - Mariana O. de Godoy
- São Carlos Institute of Physics, University of Sao Paulo, Avenida João Dagnone, 1100, São Carlos 13563-120, SP, Brazil; (M.C.L.C.F.); (G.D.N.); (V.O.G.); (V.H.R.N.); (M.O.d.G.); (A.M.N.); (R.S.F.); (A.S.G.)
| | - Aline M. Nakamura
- São Carlos Institute of Physics, University of Sao Paulo, Avenida João Dagnone, 1100, São Carlos 13563-120, SP, Brazil; (M.C.L.C.F.); (G.D.N.); (V.O.G.); (V.H.R.N.); (M.O.d.G.); (A.M.N.); (R.S.F.); (A.S.G.)
| | - Rafaela S. Fernandes
- São Carlos Institute of Physics, University of Sao Paulo, Avenida João Dagnone, 1100, São Carlos 13563-120, SP, Brazil; (M.C.L.C.F.); (G.D.N.); (V.O.G.); (V.H.R.N.); (M.O.d.G.); (A.M.N.); (R.S.F.); (A.S.G.)
| | - Andre S. Godoy
- São Carlos Institute of Physics, University of Sao Paulo, Avenida João Dagnone, 1100, São Carlos 13563-120, SP, Brazil; (M.C.L.C.F.); (G.D.N.); (V.O.G.); (V.H.R.N.); (M.O.d.G.); (A.M.N.); (R.S.F.); (A.S.G.)
| | - Maria A. Juliano
- The Sao Paulo School of Medicine, Federal University of São Paulo, Rua Três de Maio, 100, São Paulo 04044-020, SP, Brazil;
| | - Bianca M. Peres
- Department of Microbiology, Institute of Biomedical Sciences, University of Sao Paulo, Av. Prof. Lineu Prestes, 1374, São Paulo 05508-900, SP, Brazil; (B.M.P.); (C.G.B.); (L.H.G.F.-J.)
| | - Cecília G. Barbosa
- Department of Microbiology, Institute of Biomedical Sciences, University of Sao Paulo, Av. Prof. Lineu Prestes, 1374, São Paulo 05508-900, SP, Brazil; (B.M.P.); (C.G.B.); (L.H.G.F.-J.)
| | - Carolina B. Moraes
- Department of Pharmaceutical Sciences, Federal University of São Paulo, Rua São Nicolau, 210, Diadema 09913-030, SP, Brazil;
| | - Lucio H. G. Freitas-Junior
- Department of Microbiology, Institute of Biomedical Sciences, University of Sao Paulo, Av. Prof. Lineu Prestes, 1374, São Paulo 05508-900, SP, Brazil; (B.M.P.); (C.G.B.); (L.H.G.F.-J.)
| | - Eduardo M. Cilli
- Department of Biochemistry and Organic Chemistry, Institute of Chemistry, São Paulo State University (UNESP), Araraquara 14800-060, SP, Brazil; (N.V.B.); (P.R.S.S.); (N.A.S.-F.); (E.M.C.)
| | - Rafael V. C. Guido
- São Carlos Institute of Physics, University of Sao Paulo, Avenida João Dagnone, 1100, São Carlos 13563-120, SP, Brazil; (M.C.L.C.F.); (G.D.N.); (V.O.G.); (V.H.R.N.); (M.O.d.G.); (A.M.N.); (R.S.F.); (A.S.G.)
- Correspondence: (R.V.C.G.); (G.O.); Tel.: +55-16-3373-8673 (R.V.C.G.); +55-16-3373-6664 (G.O.)
| | - Glaucius Oliva
- São Carlos Institute of Physics, University of Sao Paulo, Avenida João Dagnone, 1100, São Carlos 13563-120, SP, Brazil; (M.C.L.C.F.); (G.D.N.); (V.O.G.); (V.H.R.N.); (M.O.d.G.); (A.M.N.); (R.S.F.); (A.S.G.)
- Correspondence: (R.V.C.G.); (G.O.); Tel.: +55-16-3373-8673 (R.V.C.G.); +55-16-3373-6664 (G.O.)
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16
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Okaniwa M, Shibata A, Ochida A, Akao Y, White KL, Shackleford DM, Duffy S, Lucantoni L, Dey S, Striepen J, Yeo T, Mok S, Aguiar ACC, Sturm A, Crespo B, Sanz LM, Churchyard A, Baum J, Pereira DB, Guido RVC, Dechering KJ, Wittlin S, Uhlemann AC, Fidock DA, Niles JC, Avery VM, Charman SA, Laleu B. Repositioning and Characterization of 1-(Pyridin-4-yl)pyrrolidin-2-one Derivatives as Plasmodium Cytoplasmic Prolyl-tRNA Synthetase Inhibitors. ACS Infect Dis 2021; 7:1680-1689. [PMID: 33929818 PMCID: PMC8204304 DOI: 10.1021/acsinfecdis.1c00020] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
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Prolyl-tRNA synthetase
(PRS) is a clinically validated antimalarial
target. Screening of a set of PRS ATP-site binders, initially designed
for human indications, led to identification of 1-(pyridin-4-yl)pyrrolidin-2-one
derivatives representing a novel antimalarial scaffold. Evidence designates
cytoplasmic PRS as the drug target. The frontrunner 1 and its active enantiomer 1-S exhibited low-double-digit nanomolar activity against resistant Plasmodium falciparum (Pf) laboratory strains
and development of liver schizonts. No cross-resistance with strains
resistant to other known antimalarials was noted. In addition, a similar
level of growth inhibition was observed against clinical field isolates
of Pf and P. vivax. The slow killing
profile and the relative high propensity to develop resistance in vitro (minimum inoculum resistance of 8 × 105 parasites at a selection pressure of 3 × IC50) constitute unfavorable features for treatment of malaria. However,
potent blood stage and antischizontal activity are compelling for
causal prophylaxis which does not require fast onset of action. Achieving
sufficient on-target selectivity appears to be particularly challenging
and should be the primary focus during the next steps of optimization
of this chemical series. Encouraging preliminary off-target profile
and oral efficacy in a humanized murine model of Pf malaria allowed us to conclude that 1-(pyridin-4-yl)pyrrolidin-2-one
derivatives represent a promising starting point for the identification
of novel antimalarial prophylactic agents that selectively target Plasmodium PRS.
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Affiliation(s)
- Masanori Okaniwa
- Takeda Pharmaceutical Company Limited, 26-1, Muraoka-Higashi 2-chome, Fujisawa, Kanagawa 251-8555, Japan
| | - Akira Shibata
- Takeda Pharmaceutical Company Limited, 26-1, Muraoka-Higashi 2-chome, Fujisawa, Kanagawa 251-8555, Japan
| | - Atsuko Ochida
- Takeda Pharmaceutical Company Limited, 26-1, Muraoka-Higashi 2-chome, Fujisawa, Kanagawa 251-8555, Japan
| | - Yuichiro Akao
- Takeda Pharmaceutical Company Limited, 26-1, Muraoka-Higashi 2-chome, Fujisawa, Kanagawa 251-8555, Japan
| | - Karen L. White
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - David M. Shackleford
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Sandra Duffy
- Discovery Biology, Griffith University, Brisbane Innovation Park, Don Young Road, Nathan, Queensland 4111, Australia
| | - Leonardo Lucantoni
- Discovery Biology, Griffith University, Brisbane Innovation Park, Don Young Road, Nathan, Queensland 4111, Australia
| | - Sumanta Dey
- Department of Biological Engineering, Massachusetts Institute of Technology, 77 Massachusetts Ave., Cambridge, Massachusetts 02139, United States
| | - Josefine Striepen
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Tomas Yeo
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Sachel Mok
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Anna Caroline C. Aguiar
- Sao Carlos Institute of Physics, University of São Paulo, Av. João Dagnone, 1100, São Carlos, São Paulo 13563-120, Brazil
| | - Angelika Sturm
- TropIQ Health Sciences, Transistorweg 5-C02, 6534 AT Nijmegen, The Netherlands
| | - Benigno Crespo
- Global Health, GlaxoSmithKline R&D, Tres Cantos, Madrid 28760, Spain
| | - Laura M. Sanz
- Global Health, GlaxoSmithKline R&D, Tres Cantos, Madrid 28760, Spain
| | - Alisje Churchyard
- Department of Life Sciences, Imperial College London, South Kensington, London, SW7 2AZ, United Kingdom
| | - Jake Baum
- Department of Life Sciences, Imperial College London, South Kensington, London, SW7 2AZ, United Kingdom
| | - Dhelio B. Pereira
- Tropical Medicine Research Center of Rondonia, Av. Guaporé, 215, Porto Velho, Rondonia 76812-329, Brazil
| | - Rafael V. C. Guido
- Sao Carlos Institute of Physics, University of São Paulo, Av. João Dagnone, 1100, São Carlos, São Paulo 13563-120, Brazil
| | - Koen J. Dechering
- TropIQ Health Sciences, Transistorweg 5-C02, 6534 AT Nijmegen, The Netherlands
| | - Sergio Wittlin
- Swiss Tropical and Public Health Institute, Socinstrasse 57, 4002 Basel, Switzerland
- University of Basel, 4002 Basel, Switzerland
| | - Anne-Catrin Uhlemann
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - David A. Fidock
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States
- Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Jacquin C. Niles
- Department of Biological Engineering, Massachusetts Institute of Technology, 77 Massachusetts Ave., Cambridge, Massachusetts 02139, United States
| | - Vicky M. Avery
- Discovery Biology, Griffith University, Brisbane Innovation Park, Don Young Road, Nathan, Queensland 4111, Australia
| | - Susan A. Charman
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, Victoria 3052, Australia
| | - Benoît Laleu
- Medicines for Malaria Venture, ICC, Route de Pré-Bois 20, 1215 Geneva, Switzerland
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17
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Palmer MJ, Deng X, Watts S, Krilov G, Gerasyuto A, Kokkonda S, El Mazouni F, White J, White KL, Striepen J, Bath J, Schindler KA, Yeo T, Shackleford DM, Mok S, Deni I, Lawong A, Huang A, Chen G, Wang W, Jayaseelan J, Katneni K, Patil R, Saunders J, Shahi SP, Chittimalla R, Angulo-Barturen I, Jiménez-Díaz MB, Wittlin S, Tumwebaze PK, Rosenthal PJ, Cooper RA, Aguiar ACC, Guido RVC, Pereira DB, Mittal N, Winzeler EA, Tomchick DR, Laleu B, Burrows JN, Rathod PK, Fidock DA, Charman SA, Phillips MA. Potent Antimalarials with Development Potential Identified by Structure-Guided Computational Optimization of a Pyrrole-Based Dihydroorotate Dehydrogenase Inhibitor Series. J Med Chem 2021; 64:6085-6136. [PMID: 33876936 DOI: 10.1021/acs.jmedchem.1c00173] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Dihydroorotate dehydrogenase (DHODH) has been clinically validated as a target for the development of new antimalarials. Experience with clinical candidate triazolopyrimidine DSM265 (1) suggested that DHODH inhibitors have great potential for use in prophylaxis, which represents an unmet need in the malaria drug discovery portfolio for endemic countries, particularly in areas of high transmission in Africa. We describe a structure-based computationally driven lead optimization program of a pyrrole-based series of DHODH inhibitors, leading to the discovery of two candidates for potential advancement to preclinical development. These compounds have improved physicochemical properties over prior series frontrunners and they show no time-dependent CYP inhibition, characteristic of earlier compounds. Frontrunners have potent antimalarial activity in vitro against blood and liver schizont stages and show good efficacy in Plasmodium falciparum SCID mouse models. They are equally active against P. falciparum and Plasmodium vivax field isolates and are selective for Plasmodium DHODHs versus mammalian enzymes.
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Affiliation(s)
| | - Xiaoyi Deng
- Department of Biochemistry, University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd, Dallas, Texas 75390-9135, United States
| | - Shawn Watts
- Schrodinger, Inc., 120 West 45th St, 17th Floor, New York, New York 100036-4041, United States
| | - Goran Krilov
- Schrodinger, Inc., 120 West 45th St, 17th Floor, New York, New York 100036-4041, United States
| | - Aleksey Gerasyuto
- Schrodinger, Inc., 120 West 45th St, 17th Floor, New York, New York 100036-4041, United States
| | - Sreekanth Kokkonda
- Departments of Chemistry and Global Health, University of Washington, Seattle, Washington 98195, United States
| | - Farah El Mazouni
- Department of Biochemistry, University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd, Dallas, Texas 75390-9135, United States
| | - John White
- Departments of Chemistry and Global Health, University of Washington, Seattle, Washington 98195, United States
| | - Karen L White
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia
| | - Josefine Striepen
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Jade Bath
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Kyra A Schindler
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Tomas Yeo
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - David M Shackleford
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia
| | - Sachel Mok
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Ioanna Deni
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Aloysus Lawong
- Department of Biochemistry, University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd, Dallas, Texas 75390-9135, United States
| | - Ann Huang
- Department of Biochemistry, University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd, Dallas, Texas 75390-9135, United States
| | - Gong Chen
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia
| | - Wen Wang
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia
| | - Jaya Jayaseelan
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia
| | - Kasiram Katneni
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia
| | - Rahul Patil
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia
| | - Jessica Saunders
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia
| | | | | | - Iñigo Angulo-Barturen
- TAD, Biscay Science and Technology Park, Astondo Bidea, BIC Bizkaia Bd 612, Derio, 48160 Bizkaia, Basque Country, Spain
| | - María Belén Jiménez-Díaz
- TAD, Biscay Science and Technology Park, Astondo Bidea, BIC Bizkaia Bd 612, Derio, 48160 Bizkaia, Basque Country, Spain
| | - Sergio Wittlin
- Swiss Tropical and Public Health Institute, Socinstrasse 57, 4002 Basel, Switzerland.,University of Basel, 4002 Basel, Switzerland
| | | | - Philip J Rosenthal
- Department of Medicine, University of California, San Francisco, California 94143, United States
| | - Roland A Cooper
- Department of Natural Sciences and Mathematics, Dominican University of California, San Rafael, California 94901, United States
| | | | - Rafael V C Guido
- University of Sao Paulo, Sao Carlos Institute of Physics, Sáo Carlos, SP 13560-970, Brazil
| | - Dhelio B Pereira
- Tropical Medicine Research Center of Rondonia, Av. Guaporé, 215, Porto Velho, RO 76812-329, Brazil
| | - Nimisha Mittal
- Department of Pediatrics, Division of Host-Microbe Systems and Therapeutics, School of Medicine, University of California San Diego, La Jolla, California 92093, United States
| | - Elizabeth A Winzeler
- Department of Pediatrics, Division of Host-Microbe Systems and Therapeutics, School of Medicine, University of California San Diego, La Jolla, California 92093, United States
| | - Diana R Tomchick
- Department of Biochemistry, University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd, Dallas, Texas 75390-9135, United States
| | - Benoît Laleu
- Medicines for Malaria Venture, 1215 Geneva, Switzerland
| | | | - Pradipsinh K Rathod
- Departments of Chemistry and Global Health, University of Washington, Seattle, Washington 98195, United States
| | - David A Fidock
- Department of Microbiology and Immunology, Columbia University Irving Medical Center, New York, New York 10032, United States.,Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, New York 10032, United States
| | - Susan A Charman
- Centre for Drug Candidate Optimisation, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC 3052, Australia
| | - Margaret A Phillips
- Department of Biochemistry, University of Texas Southwestern Medical Center at Dallas, 5323 Harry Hines Blvd, Dallas, Texas 75390-9135, United States
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18
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Lima CS, Mottin M, de Assis LR, Mesquita NCDMR, Sousa BKDP, Coimbra LD, Santos KBD, Zorn KM, Guido RVC, Ekins S, Marques RE, Proença-Modena JL, Oliva G, Andrade CH, Regasini LO. Flavonoids from Pterogyne nitens as Zika virus NS2B-NS3 protease inhibitors. Bioorg Chem 2021; 109:104719. [PMID: 33636437 PMCID: PMC8227833 DOI: 10.1016/j.bioorg.2021.104719] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 01/26/2021] [Accepted: 02/02/2021] [Indexed: 12/18/2022]
Abstract
Although the widespread epidemic of Zika virus (ZIKV) and its neurological complications are well-known there are still no approved drugs available to treat this arboviral disease or vaccine to prevent the infection. Flavonoids from Pterogyne nitens have already demonstrated anti-flavivirus activity, although their target is unknown. In this study, we virtually screened an in-house database of 150 natural and semi-synthetic compounds against ZIKV NS2B-NS3 protease (NS2B-NS3p) using docking-based virtual screening, as part of the OpenZika project. As a result, we prioritized three flavonoids from P. nitens, quercetin, rutin and pedalitin, for experimental evaluation. We also used machine learning models, built with Assay Central® software, for predicting the activity and toxicity of these flavonoids. Biophysical and enzymatic assays generally agreed with the in silico predictions, confirming that the flavonoids inhibited ZIKV protease. The most promising hit, pedalitin, inhibited ZIKV NS2B-NS3p with an IC50 of 5 μM. In cell-based assays, pedalitin displayed significant activity at 250 and 500 µM, with slight toxicity in Vero cells. The results presented here demonstrate the potential of pedalitin as a candidate for hit-to-lead (H2L) optimization studies towards the discovery of antiviral drug candidates to treat ZIKV infections.
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Affiliation(s)
- Caroline Sprengel Lima
- Laboratory of Antibiotics and Chemotherapeutics (LAQ), Institute of Biosciences, Humanities and Exact Sciences, São Paulo State University (Unesp), São José do Rio Preto, SP, Brazil
| | - Melina Mottin
- Laboratory of Molecular Modeling and Drug Design (LabMol), Faculdade de Farmácia, Universidade Federal de Goiás, Goiânia, GO, Brazil
| | - Leticia Ribeiro de Assis
- Laboratory of Antibiotics and Chemotherapeutics (LAQ), Institute of Biosciences, Humanities and Exact Sciences, São Paulo State University (Unesp), São José do Rio Preto, SP, Brazil
| | | | - Bruna Katiele de Paula Sousa
- Laboratory of Molecular Modeling and Drug Design (LabMol), Faculdade de Farmácia, Universidade Federal de Goiás, Goiânia, GO, Brazil
| | - Lais Durco Coimbra
- Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, SP, Brazil
| | - Karina Bispo-Dos- Santos
- Laboratory of Emerging Viruses (LEVE), Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Kimberley M Zorn
- Collaborations Pharmaceuticals, Inc., Raleigh, NC, United States
| | - Rafael V C Guido
- Institute of Physics of São Carlos, University of São Paulo, São Carlos, SP, Brazil
| | - Sean Ekins
- Collaborations Pharmaceuticals, Inc., Raleigh, NC, United States
| | - Rafael Elias Marques
- Brazilian Biosciences National Laboratory (LNBio), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, SP, Brazil
| | - José Luiz Proença-Modena
- Laboratory of Emerging Viruses (LEVE), Department of Genetics, Evolution, Microbiology and Immunology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Glaucius Oliva
- Institute of Physics of São Carlos, University of São Paulo, São Carlos, SP, Brazil
| | - Carolina Horta Andrade
- Laboratory of Molecular Modeling and Drug Design (LabMol), Faculdade de Farmácia, Universidade Federal de Goiás, Goiânia, GO, Brazil.
| | - Luis Octavio Regasini
- Laboratory of Antibiotics and Chemotherapeutics (LAQ), Institute of Biosciences, Humanities and Exact Sciences, São Paulo State University (Unesp), São José do Rio Preto, SP, Brazil.
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19
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Luczywo A, González LG, Aguiar ACC, Oliveira de Souza J, Souza GE, Oliva G, Aguilar LF, Casal JJ, Guido RVC, Asís SE, Mellado M. 3-aryl-indolinones derivatives as antiplasmodial agents: synthesis, biological activity and computational analysis. Nat Prod Res 2021; 36:3887-3893. [PMID: 33703954 DOI: 10.1080/14786419.2021.1895149] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Malaria is an infectious illness, affecting vulnerable populations in Third World countries. Inspired by natural products, indole alkaloids have been used as a nucleus to design new antimalarial drugs. So, eighteen oxindole derivatives, aza analogues were obtained with moderate to excellent yields. Also, the saturated derivatives of oxindole and aza derivatives via H2/Pd/C reduction were obtained in good yields, leading to racemic mixtures of each compound. Next, the inhibitory activity against P. falciparum of 18 compounds were tested, founding six compounds with IC50 < 20 µM. The most active of these compounds was 8c; however, their unsaturated derivative 7c was inactive. Then, a structure-activity relationship analysis was done, founding that focused LUMO lobe on the specific molecular zone is related to inhibitory activity against P. falciparum. Finally, we found a potential inhibition of lactate dehydrogenase by oxindole derivatives, using molecular docking virtual screening.
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Affiliation(s)
- Ayelen Luczywo
- Departamento de Química Orgánica, Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Lucía G González
- Departamento de Química Orgánica, Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Anna C C Aguiar
- Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, Brasil
| | | | - Guilherme E Souza
- Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, Brasil
| | - Glaucius Oliva
- Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, Brasil
| | - Luis F Aguilar
- Instituto de Química, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile
| | - Juan J Casal
- Departamento de Química Orgánica, Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Buenos Aires, Argentina.,Facultad de Medicina, Laboratorio de Biomembranas, Instituto de Fisiología y Biofísica Bernardo Houssay (IFIBIO Houssay), Universidad de Buenos Aires-CONICET, Buenos Aires, Argentina
| | - Rafael V C Guido
- Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, Brasil
| | - Silvia E Asís
- Departamento de Química Orgánica, Facultad de Farmacia y Bioquímica, Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Marco Mellado
- Instituto de Química, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile
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20
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Silveira FF, de Souza JO, Hoelz LVB, Campos VR, Jabor VAP, Aguiar ACC, Nonato MC, Albuquerque MG, Guido RVC, Boechat N, Pinheiro LCS. Comparative study between the anti-P. falciparum activity of triazolopyrimidine, pyrazolopyrimidine and quinoline derivatives and the identification of new PfDHODH inhibitors. Eur J Med Chem 2020; 209:112941. [PMID: 33158577 DOI: 10.1016/j.ejmech.2020.112941] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 10/09/2020] [Accepted: 10/11/2020] [Indexed: 12/13/2022]
Abstract
In this work, we designed and synthesized 35 new triazolopyrimidine, pyrazolopyrimidine and quinoline derivatives as P. falciparum inhibitors (3D7 strain). Thirty compounds exhibited anti-P. falciparum activity, with IC50 values ranging from 0.030 to 9.1 μM. The [1,2,4]triazolo[1,5-a]pyrimidine derivatives were more potent than the pyrazolo[1,5-a]pyrimidine and quinoline analogues. Compounds 20, 21, 23 and 24 were the most potent inhibitors, with IC50 values in the range of 0.030-0.086 μM and were equipotent to chloroquine. In addition, the compounds were selective, showing no cytotoxic activity against the human hepatoma cell line HepG2. All [1,2,4]triazolo[1,5-a]pyrimidine derivatives inhibited PfDHODH activity in the low micromolar to low nanomolar range (IC50 values of 0.08-1.3 μM) and did not show significant inhibition against the HsDHODH homologue (0-30% at 50 μM). Molecular docking studies indicated the binding mode of [1,2,4]triazolo[1,5-a]pyrimidine derivatives to PfDHODH, and the highest interaction affinities for the PfDHODH enzyme were in agreement with the in vitro experimental evaluation. Thus, the most active compounds against P. falciparum parasites 20 (R = CF3, R1 = F; IC50 = 0.086 μM), 21 (R = CF3; R1 = CH3; IC50 = 0.032 μM), 23, (R = CF3, R1 = CF3; IC50 = 0.030 μM) and 24 (R = CF3, 2-naphthyl; IC50 = 0.050 μM) and the most active inhibitor against PfDHODH 19 (R = CF3, R1 = Cl; IC50 = 0.08 μM - PfDHODH) stood out as new lead compounds for antimalarial drug discovery. Their potent in vitro activity against P. falciparum and the selective inhibition of the PfDHODH enzyme strongly suggest that this is the mechanism of action underlying this series of new [1,2,4]triazolo[1,5-a]pyrimidine derivatives.
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Affiliation(s)
- Flávia F Silveira
- Laboratorio de Sintese de Farmacos, Instituto de Tecnologia em Farmacos, Farmanguinhos - FIOCRUZ, Fundacao Oswaldo Cruz. Rua Sizenando Nabuco 100, Manguinhos, Rio de Janeiro, RJ, 21041-250, Brazil; Programa de Pós-Graduação em Química, PGQu Instituto de Química, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Juliana O de Souza
- Instituto de Física de São Carlos, Universidade de São Paulo, Av. João Dagnone, 1.100, Jd. Santa Angelina, São Carlos, SP, Brazil
| | - Lucas V B Hoelz
- Laboratorio de Sintese de Farmacos, Instituto de Tecnologia em Farmacos, Farmanguinhos - FIOCRUZ, Fundacao Oswaldo Cruz. Rua Sizenando Nabuco 100, Manguinhos, Rio de Janeiro, RJ, 21041-250, Brazil
| | - Vinícius R Campos
- Departamento de Química Orgânica, Programa de Pós-Graduação em Química, Instituto de Química, Universidade Federal Fluminense, Niterói, RJ, Brazil
| | - Valquíria A P Jabor
- Laboratório de Cristalografia de Proteínas, Departamento de Ciências BioMoleculares, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Avenida do Café s/n Monte Alegre, 14040-903, Ribeirão Preto, SP, Brazil
| | - Anna C C Aguiar
- Instituto de Física de São Carlos, Universidade de São Paulo, Av. João Dagnone, 1.100, Jd. Santa Angelina, São Carlos, SP, Brazil
| | - M Cristina Nonato
- Laboratório de Cristalografia de Proteínas, Departamento de Ciências BioMoleculares, Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Avenida do Café s/n Monte Alegre, 14040-903, Ribeirão Preto, SP, Brazil
| | - Magaly G Albuquerque
- Programa de Pós-Graduação em Química, PGQu Instituto de Química, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brazil
| | - Rafael V C Guido
- Instituto de Física de São Carlos, Universidade de São Paulo, Av. João Dagnone, 1.100, Jd. Santa Angelina, São Carlos, SP, Brazil.
| | - Nubia Boechat
- Laboratorio de Sintese de Farmacos, Instituto de Tecnologia em Farmacos, Farmanguinhos - FIOCRUZ, Fundacao Oswaldo Cruz. Rua Sizenando Nabuco 100, Manguinhos, Rio de Janeiro, RJ, 21041-250, Brazil; Programa de Pós-Graduação em Química, PGQu Instituto de Química, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brazil.
| | - Luiz C S Pinheiro
- Laboratorio de Sintese de Farmacos, Instituto de Tecnologia em Farmacos, Farmanguinhos - FIOCRUZ, Fundacao Oswaldo Cruz. Rua Sizenando Nabuco 100, Manguinhos, Rio de Janeiro, RJ, 21041-250, Brazil.
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21
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Garcia ML, de Oliveira AA, Bueno RV, Nogueira VHR, de Souza GE, Guido RVC. QSAR studies on benzothiophene derivatives as Plasmodium falciparum N-myristoyltransferase inhibitors: Molecular insights into affinity and selectivity. Drug Dev Res 2020; 83:264-284. [PMID: 32045013 DOI: 10.1002/ddr.21646] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 12/16/2019] [Accepted: 01/20/2020] [Indexed: 12/18/2022]
Abstract
Malaria is an infectious disease caused by protozoan parasites of the genus Plasmodium and transmitted by Anopheles spp. mosquitos. Due to the emerging resistance to currently available drugs, great efforts must be invested in discovering new molecular targets and drugs. N-myristoyltransferase (NMT) is an essential enzyme to parasites and has been validated as a chemically tractable target for the discovery of new drug candidates against malaria. In this work, 2D and 3D quantitative structure-activity relationship (QSAR) studies were conducted on a series of benzothiophene derivatives as P. falciparum NMT (PfNMT) and human NMT (HsNMT) inhibitors to shed light on the molecular requirements for inhibitor affinity and selectivity. A combination of Quantitative Structure-activity Relationship (QSAR) methods, including the hologram quantitative structure-activity relationship (HQSAR), comparative molecular field analysis (CoMFA), and comparative molecular similarity index analysis (CoMSIA) models, were used, and the impacts of the molecular alignment strategies (maximum common substructure and flexible ligand alignment) and atomic partial charge methods (Gasteiger-Hückel, MMFF94, AM1-BCC, CHELPG, and Mulliken) on the quality and reliability of the models were assessed. The best models exhibited internal consistency and could reasonably predict the inhibitory activity against both PfNMT (HQSAR: q2 /r2 /r2 pred = 0.83/0.98/0.81; CoMFA: q2 /r2 /r2 pred = 0.78/0.97/0.86; CoMSIA: q2 /r2 /r2 pred = 0.74/0.95/0.82) and HsNMT (HQSAR: q2 /r2 /r2 pred = 0.79/0.93/0.74; CoMFA: q2 /r2 /r2 pred = 0.82/0.98/0.60; CoMSIA: q2 /r2 /r2 pred = 0.62/0.95/0.56). The results enabled the identification of the polar interactions (electrostatic and hydrogen-bonding properties) as the major molecular features that affected the inhibitory activity and selectivity. These findings should be useful for the design of PfNMT inhibitors with high affinities and selectivities as antimalarial lead candidates.
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Affiliation(s)
- Mariana L Garcia
- Sao Carlos Institute of Physics, University of Sao Paulo, São Carlos, São Paulo, Brazil
| | - Andrew A de Oliveira
- Sao Carlos Institute of Physics, University of Sao Paulo, São Carlos, São Paulo, Brazil
| | - Renata V Bueno
- Sao Carlos Institute of Physics, University of Sao Paulo, São Carlos, São Paulo, Brazil
| | - Victor H R Nogueira
- Sao Carlos Institute of Physics, University of Sao Paulo, São Carlos, São Paulo, Brazil
| | - Guilherme E de Souza
- Sao Carlos Institute of Physics, University of Sao Paulo, São Carlos, São Paulo, Brazil
| | - Rafael V C Guido
- Sao Carlos Institute of Physics, University of Sao Paulo, São Carlos, São Paulo, Brazil
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22
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Maciel LG, Oliveira AA, Romão TP, Leal LLL, Guido RVC, Silva-Filha MHNL, Dos Anjos JV, Soares TA. Discovery of 1,2,4-oxadiazole derivatives as a novel class of noncompetitive inhibitors of 3-hydroxykynurenine transaminase (HKT) from Aedes aegypti. Bioorg Med Chem 2019; 28:115252. [PMID: 31864777 DOI: 10.1016/j.bmc.2019.115252] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Revised: 12/05/2019] [Accepted: 12/05/2019] [Indexed: 12/14/2022]
Abstract
The mosquito Aedes aegypti is the vector of arboviruses such as Zika, Chikungunya, dengue and yellow fever. These infectious diseases have a major impact on public health. The unavailability of effective vaccines or drugs to prevent or treat most of these diseases makes vector control the main form of prevention. One strategy to promote mosquito population control is the use of synthetic insecticides to inhibit key enzymes in the metabolic pathway of these insects, particularly during larval stages. One of the main targets of the kynurenine detoxification pathway in mosquitoes is the enzyme 3-hydroxykynurenine transaminase (HKT), which catalyzes the conversion of 3-hydroxykynurenine (3-HK) into xanthurenic acid (XA). In this work, we report eleven newly synthesized oxadiazole derivatives and demonstrate that these compounds are potent noncompetitive inhibitors of HKT from Ae. aegypti. The present data provide direct evidence that HKT can be explored as a molecular target for the discovery of novel larvicides against Ae. aegypti. More importantly, it ensures that structural information derived from the HKT 3D-structure can be used to guide the development of more potent inhibitors.
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Affiliation(s)
- Larissa G Maciel
- Department of Fundamental Chemistry - Federal University of Pernambuco, Av. Jornalista Aníbal Fernandes, s/n°Cidade Universitária - Recife, PE 50740-560, Brazil
| | - Andrew A Oliveira
- Sao Carlos Institute of Physics - University of São Paulo, Av. Joao Dagnone, 1100 Jardim Santa Angelina, São Carlos, SP 13563-120, Brazil
| | - Tatiany P Romão
- Institute Aggeu Magalhães (IAM) - FIOCRUZ, Av. Professor Moraes Rego s/n°, Recife, PE 50740-560 Brazil
| | - Laylla L L Leal
- Department of Fundamental Chemistry - Federal University of Pernambuco, Av. Jornalista Aníbal Fernandes, s/n°Cidade Universitária - Recife, PE 50740-560, Brazil
| | - Rafael V C Guido
- Sao Carlos Institute of Physics - University of São Paulo, Av. Joao Dagnone, 1100 Jardim Santa Angelina, São Carlos, SP 13563-120, Brazil
| | | | - Janaína V Dos Anjos
- Department of Fundamental Chemistry - Federal University of Pernambuco, Av. Jornalista Aníbal Fernandes, s/n°Cidade Universitária - Recife, PE 50740-560, Brazil.
| | - Thereza A Soares
- Department of Fundamental Chemistry - Federal University of Pernambuco, Av. Jornalista Aníbal Fernandes, s/n°Cidade Universitária - Recife, PE 50740-560, Brazil.
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23
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Freitas JA, Sorrechia R, Politi FAS, Santos AG, Rodrigues ER, Santos LC, Fusco-Almeida AM, Oliveira AA, Guido RVC, Pietro RCLR. In vitro bioassay guided anti-dermatophyte and cytotoxic activities from Piper umbellatum L. Miq. led to 4-nerolidylcatechol. Nat Prod Res 2019; 34:3423-3427. [DOI: 10.1080/14786419.2019.1569656] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Jolindo A. Freitas
- School of Pharmaceutical Sciences, Department of Drugs and Medicines, São Paulo State University(UNESP), Araraquara, SP, Brazil
| | - Rodrigo Sorrechia
- School of Pharmaceutical Sciences, Department of Drugs and Medicines, São Paulo State University(UNESP), Araraquara, SP, Brazil
| | - Flávio A. S. Politi
- School of Pharmaceutical Sciences, Department of Drugs and Medicines, São Paulo State University(UNESP), Araraquara, SP, Brazil
| | - André G. Santos
- School of Pharmaceutical Sciences, Department of Natural Principles and Toxicology, São Paulo State University (UNESP), Araraquara, SP, Brazil
| | - Edvânio R. Rodrigues
- School of Pharmaceutical Sciences, Department of Drugs and Medicines, São Paulo State University(UNESP), Araraquara, SP, Brazil
| | - Lourdes C. Santos
- Institute of Chemistry, Department of Organic Chemistry, São Paulo State University (UNESP), Araraquara, SP, Brazil
| | - Ana M. Fusco-Almeida
- School of Pharmaceutical Sciences, Department of Clinical Analysis, São Paulo State University(UNESP), Araraquara, SP, Brazil
| | - Andrew A. Oliveira
- São Carlos Institute of Physics, University of São Paulo (USP), São Carlos, SP, Brazil
| | - Rafael V. C. Guido
- São Carlos Institute of Physics, University of São Paulo (USP), São Carlos, SP, Brazil
| | - Rosemeire C. L. R. Pietro
- School of Pharmaceutical Sciences, Department of Drugs and Medicines, São Paulo State University(UNESP), Araraquara, SP, Brazil
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24
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Fagundez C, Sellanes D, Peña S, Scarone L, Aguiar ACC, de Souza JO, Guido RVC, Stewart L, Yardley V, Ottilie S, Winzeler EA, Gamo FJ, Sanz LM, Serra GL. Synthesis, Profiling, and in Vivo Evaluation of Cyclopeptides Containing N-Methyl Amino Acids as Antiplasmodial Agents. ACS Med Chem Lett 2019; 10:137-141. [PMID: 30655961 DOI: 10.1021/acsmedchemlett.8b00543] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2018] [Accepted: 12/26/2018] [Indexed: 11/28/2022] Open
Abstract
Malaria is a major tropical disease where important needs are to mitigate symptoms and to prevent the establishment of infection. Cyclopeptides containing N-methyl amino acids with in vitro activity against erythrocytic forms as well as liver stage are presented. The synthesis, parasitological characterization, physicochemical properties, in vivo evaluation, and mice pharmacokinetics are described.
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Affiliation(s)
- Catherine Fagundez
- Laboratorio de Química Farmacéutica (DQO), Facultad de Química, Universidad de la República, Gral. Flores 2124, Montevideo, CP 11800, Uruguay
| | - Diver Sellanes
- Laboratorio de Química Farmacéutica (DQO), Facultad de Química, Universidad de la República, Gral. Flores 2124, Montevideo, CP 11800, Uruguay
| | - Stella Peña
- Laboratorio de Química Farmacéutica (DQO), Facultad de Química, Universidad de la República, Gral. Flores 2124, Montevideo, CP 11800, Uruguay
| | - Laura Scarone
- Laboratorio de Química Farmacéutica (DQO), Facultad de Química, Universidad de la República, Gral. Flores 2124, Montevideo, CP 11800, Uruguay
| | - Anna C. C. Aguiar
- Instituto de Física de São Carlos, Universidade de São Paulo, São Paulo, Brazil
| | - Juliana O. de Souza
- Instituto de Física de São Carlos, Universidade de São Paulo, São Paulo, Brazil
| | - Rafael V. C. Guido
- Instituto de Física de São Carlos, Universidade de São Paulo, São Paulo, Brazil
| | - Lindsay Stewart
- Faculty of Infectious & Tropical Disease, The London School of Hygiene & Tropical Medicine (LSHTM), Keppel Street, London, WC1E 7HT, U.K
| | - Vanessa Yardley
- Faculty of Infectious & Tropical Disease, The London School of Hygiene & Tropical Medicine (LSHTM), Keppel Street, London, WC1E 7HT, U.K
| | - Sabine Ottilie
- School of Medicine, University of California San Diego, La Jolla, California 92093, United States
| | - Elizabeth A. Winzeler
- School of Medicine, University of California San Diego, La Jolla, California 92093, United States
| | - Francisco-J. Gamo
- Diseases of the Developing World (DDW), Tres Cantos Medicines Development Campus, GlaxoSmithKline, Tres Cantos, Spain
| | - Laura M. Sanz
- Diseases of the Developing World (DDW), Tres Cantos Medicines Development Campus, GlaxoSmithKline, Tres Cantos, Spain
| | - Gloria L. Serra
- Laboratorio de Química Farmacéutica (DQO), Facultad de Química, Universidad de la República, Gral. Flores 2124, Montevideo, CP 11800, Uruguay
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25
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Parra LLL, Bertonha AF, Severo IRM, Aguiar ACC, de Souza GE, Oliva G, Guido RVC, Grazzia N, Costa TR, Miguel DC, Gadelha FR, Ferreira AG, Hajdu E, Romo D, Berlinck RGS. Isolation, Derivative Synthesis, and Structure-Activity Relationships of Antiparasitic Bromopyrrole Alkaloids from the Marine Sponge Tedania brasiliensis. J Nat Prod 2018; 81:188-202. [PMID: 29297684 PMCID: PMC5989537 DOI: 10.1021/acs.jnatprod.7b00876] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The isolation and identification of a series of new pseudoceratidine (1) derivatives from the sponge Tedania brasiliensis enabled the evaluation of their antiparasitic activity against Plasmodium falciparum, Leishmania (Leishmania) amazonensis, Leishmania (Leishmania) infantum, and Trypanosoma cruzi, the causative agents of malaria, cutaneous leishmaniasis, visceral leishmaniasis, and Chagas disease, respectively. The new 3-debromopseudoceratidine (4), 20-debromopseudoceratidine (5), 4-bromopseudoceratidine (6), 19-bromopseudoceratidine (7), and 4,19-dibromopseudoceratidine (8) are reported. New tedamides A-D (9-12), with an unprecedented 4-bromo-4-methoxy-5-oxo-4,5-dihydro-1H-pyrrole-2-carboxamide moiety, are also described. Compounds 4 and 5, 6 and 7, 9 and 10, and 11 and 12 have been isolated as pairs of inseparable structural isomers differing in their sites of bromination or oxidation. Tedamides 9+10 and 11+12 were obtained as optically active pairs, indicating an enzymatic formation rather than an artifactual origin. N12-Acetylpseudoceratidine (2) and N12-formylpseudoceratidine (3) were obtained by derivatization of pseudoceratidine (1). The antiparasitic activity of pseudoceratidine (1) led us to synthesize 23 derivatives (16, 17, 20, 21, 23, 25, 27-29, 31, 33, 35, 38, 39, 42, 43, 46, 47, 50, and 51) with variations in the polyamine chain and aromatic moiety in sufficient amounts for biological evaluation in antiparasitic assays. The measured antimalarial activity of pseudoceratidine (1) and derivatives 4, 5, 16, 23, 25, 31, and 50 provided an initial SAR evaluation of these compounds as potential leads for antiparasitics against Leishmania amastigotes and against P. falciparum. The results obtained indicate that pseudoceratidine represents a promising scaffold for the development of new antimalarial drugs.
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Affiliation(s)
- Lizbeth L. L. Parra
- Instituto de Química de São Carlos, Universidade de São Paulo, CP 780, CEP 13560-970, São Carlos, SP, Brazil
| | - Ariane F. Bertonha
- Instituto de Química de São Carlos, Universidade de São Paulo, CP 780, CEP 13560-970, São Carlos, SP, Brazil
- Department of Chemistry & Biochemistry, Baylor University, Waco, TX 76706, USA
| | - Ivan R. M. Severo
- Instituto de Química de São Carlos, Universidade de São Paulo, CP 780, CEP 13560-970, São Carlos, SP, Brazil
| | - Anna C. C. Aguiar
- Instituto de Física de São Carlos, Av. Joao Dagnone, 1100, Jardim Santa Angelina, São Carlos, SP, 13563-120, Brazil
| | - Guilherme E. de Souza
- Instituto de Física de São Carlos, Av. Joao Dagnone, 1100, Jardim Santa Angelina, São Carlos, SP, 13563-120, Brazil
| | - Glaucius Oliva
- Instituto de Física de São Carlos, Av. Joao Dagnone, 1100, Jardim Santa Angelina, São Carlos, SP, 13563-120, Brazil
| | - Rafael V. C. Guido
- Instituto de Física de São Carlos, Av. Joao Dagnone, 1100, Jardim Santa Angelina, São Carlos, SP, 13563-120, Brazil
| | - Nathalia Grazzia
- Departamento de Biologia Animal e Departamento de Bioquímica e Biologia Tecidual, Instituto de Biologia, Universidade Estadual de Campinas, CEP 13083-862, Campinas, SP, Brazil
| | - Tábata R. Costa
- Departamento de Biologia Animal e Departamento de Bioquímica e Biologia Tecidual, Instituto de Biologia, Universidade Estadual de Campinas, CEP 13083-862, Campinas, SP, Brazil
| | - Danilo C. Miguel
- Departamento de Biologia Animal e Departamento de Bioquímica e Biologia Tecidual, Instituto de Biologia, Universidade Estadual de Campinas, CEP 13083-862, Campinas, SP, Brazil
| | - Fernanda R. Gadelha
- Departamento de Biologia Animal e Departamento de Bioquímica e Biologia Tecidual, Instituto de Biologia, Universidade Estadual de Campinas, CEP 13083-862, Campinas, SP, Brazil
| | - Antonio G. Ferreira
- Departamento de Química, Universidade Federal de São Carlos, Rod. Washington Luiz, km 235 - SP-310, CEP 13565-905, São Carlos, SP, Brazil
| | - Eduardo Hajdu
- Museu Nacional, Universidade Federal do Rio de Janeiro, Quinta da Boa Vista, s/n, CEP 20940-040, Rio de Janeiro, RJ, Brazil
| | - Daniel Romo
- Department of Chemistry & Biochemistry, Baylor University, Waco, TX 76706, USA
| | - Roberto G. S. Berlinck
- Instituto de Química de São Carlos, Universidade de São Paulo, CP 780, CEP 13560-970, São Carlos, SP, Brazil
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Law S, Panwar P, Li J, Aguda AH, Jamroz A, Guido RVC, Brömme D. A composite docking approach for the identification and characterization of ectosteric inhibitors of cathepsin K. PLoS One 2017; 12:e0186869. [PMID: 29088253 PMCID: PMC5663397 DOI: 10.1371/journal.pone.0186869] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 10/09/2017] [Indexed: 12/26/2022] Open
Abstract
Cathepsin K (CatK) is a cysteine protease that plays an important role in mammalian intra- and extracellular protein turnover and is known for its unique and potent collagenase activity. Through studies on the mechanism of its collagenase activity, selective ectosteric sites were identified that are remote from the active site. Inhibitors targeting these ectosteric sites are collagenase selective and do not interfere with other proteolytic activities of the enzyme. Potential ectosteric inhibitors were identified using a computational approach to screen the druggable subset of and the entire 281,987 compounds comprising Chemical Repository library of the National Cancer Institute-Developmental Therapeutics Program (NCI-DTP). Compounds were scored based on their affinity for the ectosteric site. Here we compared the scores of three individual molecular docking methods with that of a composite score of all three methods together. The composite docking method was up to five-fold more effective at identifying potent collagenase inhibitors (IC50 < 20 μM) than the individual methods. Of 160 top compounds tested in enzymatic assays, 28 compounds revealed blocking of the collagenase activity of CatK at 100 μM. Two compounds exhibited IC50 values below 5 μM corresponding to a molar protease:inhibitor concentration of <1:12. Both compounds were subsequently tested in osteoclast bone resorption assays where the most potent inhibitor, 10-[2-[bis(2-hydroxyethyl)amino]ethyl]-7,8-diethylbenzo[g]pteridine-2,4-dione, (NSC-374902), displayed an inhibition of bone resorption with an IC50-value of approximately 300 nM and no cell toxicity effects.
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Affiliation(s)
- Simon Law
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Blood Research, University of British Columbia, Vancouver, British Columbia, Canada
| | - Preety Panwar
- Centre for Blood Research, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Oral Biological and Medical Sciences, Faculty of Dentistry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jody Li
- Centre for Blood Research, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Oral Biological and Medical Sciences, Faculty of Dentistry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Adeleke H. Aguda
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Andrew Jamroz
- Centre for Blood Research, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Oral Biological and Medical Sciences, Faculty of Dentistry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Rafael V. C. Guido
- Centro de Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, Brazil
| | - Dieter Brömme
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
- Centre for Blood Research, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Oral Biological and Medical Sciences, Faculty of Dentistry, University of British Columbia, Vancouver, British Columbia, Canada
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27
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Amaral AT, Andrade CH, Kummerle A, Guido RVC. A evolução da Química Medicinal no Brasil: avanços nos 40 anos da Sociedade Brasileira de Química. QUIM NOVA 2017. [DOI: 10.21577/0100-4042.20170075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
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28
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Pereira MDP, da Silva T, Aguiar ACC, Oliva G, Guido RVC, Yokoyama-Yasunaka JKU, Uliana SRB, Lopes LMX. Chemical Composition, Antiprotozoal and Cytotoxic Activities of Indole Alkaloids and Benzofuran Neolignan of Aristolochia cordigera. Planta Med 2017; 83:912-920. [PMID: 28264205 DOI: 10.1055/s-0043-104776] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
This is a comparative study on the intraspecific chemical variability of Aristolochia cordigera species, collected in two different regions of Brazil, Biome Cerrado (semiarid) and Biome Amazônia (coastal). The use of GC-MS and statistical methods led to the identification of 56 compounds. A higher percentage of palmitone and germacrene-D in the hexanes extracts of the leaves of plants from these respective biomes was observed. Phytochemical studies on the extracts led to the isolation and identification of 19 known compounds, including lignans, neolignans, aristolochic acids, indole-β-carboline, and indole alkaloids. In addition, two new indole alkaloids, 3,4-dihydro-hyrtiosulawesine and 6-O-(β-glucopyranosyl)hyrtiosulawesine, were isolated and a new neolignan, cis-eupomatenoid-7, was obtained in a mixture with its known isomer eupomatenoid-7. Their structures were determined by spectroscopic methods, mainly by 1D- and 2D-NMR. The occurrence of indole alkaloids is being described for the first time in the Aristolochiaceae family. Moreover, the in vitro susceptibility of intracellular amastigote and promastigote forms of Leishmania amazonensis to the alkaloids and eupomatenoid-7 were evaluated. This neolignan exhibited low activity against promastigotes (IC50 = 46 µM), while the alkaloids did not show inhibitory activity. The new alkaloid 6-O-(β-glucopyranosyl)hyrtiosulawesine exhibited activity in the low micromolar range against Plasmodium falciparum, with an IC50 value of 5 µM and a selectivity index higher than 50.
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Affiliation(s)
- Marcos D P Pereira
- Instituto de Química, Universidade Estadual Paulista, Araraquara - SP, Brasil
| | - Tito da Silva
- Centro de Ciências Sociais, Saúde e Tecnologia, Universidade Federal do Maranhão, Imperatriz - MA, Brasil
| | | | - Glaucius Oliva
- Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos - SP, Brasil
| | - Rafael V C Guido
- Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos - SP, Brasil
| | | | - Silvia R B Uliana
- Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo - SP, Brasil
| | - Lucia M X Lopes
- Instituto de Química, Universidade Estadual Paulista, Araraquara - SP, Brasil
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29
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Godoy AS, Lima GMA, Oliveira KIZ, Torres NU, Maluf FV, Guido RVC, Oliva G. Crystal structure of Zika virus NS5 RNA-dependent RNA polymerase. Nat Commun 2017; 8:14764. [PMID: 28345596 PMCID: PMC5378953 DOI: 10.1038/ncomms14764] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Accepted: 01/30/2017] [Indexed: 01/05/2023] Open
Abstract
The current Zika virus (ZIKV) outbreak became a global health threat of complex epidemiology and devastating neurological impacts, therefore requiring urgent efforts towards the development of novel efficacious and safe antiviral drugs. Due to its central role in RNA viral replication, the non-structural protein 5 (NS5) RNA-dependent RNA-polymerase (RdRp) is a prime target for drug discovery. Here we describe the crystal structure of the recombinant ZIKV NS5 RdRp domain at 1.9 Å resolution as a platform for structure-based drug design strategy. The overall structure is similar to other flaviviral homologues. However, the priming loop target site, which is suitable for non-nucleoside polymerase inhibitor design, shows significant differences in comparison with the dengue virus structures, including a tighter pocket and a modified local charge distribution.
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Affiliation(s)
- Andre S Godoy
- Institute of Physics of São Carlos, University of São Paulo, Av. Joao Dagnone, 1100-Jardim Santa Angelina, São Carlos 13563-120, Brazil
| | - Gustavo M A Lima
- Institute of Physics of São Carlos, University of São Paulo, Av. Joao Dagnone, 1100-Jardim Santa Angelina, São Carlos 13563-120, Brazil
| | - Ketllyn I Z Oliveira
- Institute of Physics of São Carlos, University of São Paulo, Av. Joao Dagnone, 1100-Jardim Santa Angelina, São Carlos 13563-120, Brazil
| | - Naiara U Torres
- Institute of Physics of São Carlos, University of São Paulo, Av. Joao Dagnone, 1100-Jardim Santa Angelina, São Carlos 13563-120, Brazil.,Cellco Biotec, R. Alberto Lanzoni, 993-Parque Santa Felicia, São Carlos 13562-390, Brazil
| | - Fernando V Maluf
- Institute of Physics of São Carlos, University of São Paulo, Av. Joao Dagnone, 1100-Jardim Santa Angelina, São Carlos 13563-120, Brazil.,Cellco Biotec, R. Alberto Lanzoni, 993-Parque Santa Felicia, São Carlos 13562-390, Brazil
| | - Rafael V C Guido
- Institute of Physics of São Carlos, University of São Paulo, Av. Joao Dagnone, 1100-Jardim Santa Angelina, São Carlos 13563-120, Brazil
| | - Glaucius Oliva
- Institute of Physics of São Carlos, University of São Paulo, Av. Joao Dagnone, 1100-Jardim Santa Angelina, São Carlos 13563-120, Brazil
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30
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Souza-Moreira TM, Alves TB, Pinheiro KA, Felippe LG, De Lima GMA, Watanabe TF, Barbosa CC, Santos VAFFM, Lopes NP, Valentini SR, Guido RVC, Furlan M, Zanelli CF. Friedelin Synthase from Maytenus ilicifolia: Leucine 482 Plays an Essential Role in the Production of the Most Rearranged Pentacyclic Triterpene. Sci Rep 2016; 6:36858. [PMID: 27874020 PMCID: PMC5118845 DOI: 10.1038/srep36858] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Accepted: 10/20/2016] [Indexed: 11/26/2022] Open
Abstract
Among the biologically active triterpenes, friedelin has the most-rearranged structure produced by the oxidosqualene cyclases and is the only one containing a cetonic group. In this study, we cloned and functionally characterized friedelin synthase and one cycloartenol synthase from Maytenus ilicifolia (Celastraceae). The complete coding sequences of these 2 genes were cloned from leaf mRNA, and their functions were characterized by heterologous expression in yeast. The cycloartenol synthase sequence is very similar to other known OSCs of this type (approximately 80% identity), although the M. ilicifolia friedelin synthase amino acid sequence is more related to β-amyrin synthases (65–74% identity), which is similar to the friedelin synthase cloned from Kalanchoe daigremontiana. Multiple sequence alignments demonstrated the presence of a leucine residue two positions upstream of the friedelin synthase Asp-Cys-Thr-Ala-Glu (DCTAE) active site motif, while the vast majority of OSCs identified so far have a valine or isoleucine residue at the same position. The substitution of the leucine residue with valine, threonine or isoleucine in M. ilicifolia friedelin synthase interfered with substrate recognition and lead to the production of different pentacyclic triterpenes. Hence, our data indicate a key role for the leucine residue in the structure and function of this oxidosqualene cyclase.
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Affiliation(s)
- Tatiana M Souza-Moreira
- Instituto de Química, Univ. Estadual Paulista-UNESP, Rua Prof. Francisco Degni, 55, Quitandinha, Araraquara, SP 14800-060, Brazil
| | - Thaís B Alves
- Instituto de Química, Univ. Estadual Paulista-UNESP, Rua Prof. Francisco Degni, 55, Quitandinha, Araraquara, SP 14800-060, Brazil
| | - Karina A Pinheiro
- Instituto de Química, Univ. Estadual Paulista-UNESP, Rua Prof. Francisco Degni, 55, Quitandinha, Araraquara, SP 14800-060, Brazil
| | - Lidiane G Felippe
- Instituto de Química, Univ. Estadual Paulista-UNESP, Rua Prof. Francisco Degni, 55, Quitandinha, Araraquara, SP 14800-060, Brazil
| | - Gustavo M A De Lima
- Centro de Pesquisa e Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, SP 13563-120, Brazil
| | - Tatiana F Watanabe
- Instituto de Química, Univ. Estadual Paulista-UNESP, Rua Prof. Francisco Degni, 55, Quitandinha, Araraquara, SP 14800-060, Brazil
| | - Cristina C Barbosa
- Faculdade de Ciências Farmacêuticas, Univ. Estadual Paulista-UNESP, Rod. Araraquara-Jaú km 1, Araraquara, SP 14801-902, Brazil
| | - Vânia A F F M Santos
- Instituto de Química, Univ. Estadual Paulista-UNESP, Rua Prof. Francisco Degni, 55, Quitandinha, Araraquara, SP 14800-060, Brazil
| | - Norberto P Lopes
- Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, Avenida do Café s/n, Monte Alegre, Ribeirão Preto, SP 14040-903, Brazil
| | - Sandro R Valentini
- Faculdade de Ciências Farmacêuticas, Univ. Estadual Paulista-UNESP, Rod. Araraquara-Jaú km 1, Araraquara, SP 14801-902, Brazil
| | - Rafael V C Guido
- Centro de Pesquisa e Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, SP 13563-120, Brazil
| | - Maysa Furlan
- Instituto de Química, Univ. Estadual Paulista-UNESP, Rua Prof. Francisco Degni, 55, Quitandinha, Araraquara, SP 14800-060, Brazil
| | - Cleslei F Zanelli
- Faculdade de Ciências Farmacêuticas, Univ. Estadual Paulista-UNESP, Rod. Araraquara-Jaú km 1, Araraquara, SP 14801-902, Brazil
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31
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Alves E, Maluf FV, Bueno VB, Guido RVC, Oliva G, Singh M, Scarpelli P, Costa F, Sartorello R, Catalani LH, Brady D, Tewari R, Garcia CRS. Biliverdin targets enolase and eukaryotic initiation factor 2 (eIF2α) to reduce the growth of intraerythrocytic development of the malaria parasite Plasmodium falciparum. Sci Rep 2016; 6:22093. [PMID: 26915471 PMCID: PMC4768138 DOI: 10.1038/srep22093] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2015] [Accepted: 02/08/2016] [Indexed: 01/09/2023] Open
Abstract
In mammals, haem degradation to biliverdin (BV) through the action of haem oxygenase (HO) is a critical step in haem metabolism. The malaria parasite converts haem into the chemically inert haemozoin to avoid toxicity. We discovered that the knock-out of HO in P. berghei is lethal; therefore, we investigated the function of biliverdin (BV) and haem in the parasite. Addition of external BV and haem to P. falciparum-infected red blood cell (RBC) cultures delays the progression of parasite development. The search for a BV molecular target within the parasites identified P. falciparum enolase (Pf enolase) as the strongest candidate. Isothermal titration calorimetry using recombinant full-length Plasmodium enolase suggested one binding site for BV. Kinetic assays revealed that BV is a non-competitive inhibitor. We employed molecular modelling studies to predict the new binding site as well as the binding mode of BV to P. falciparum enolase. Furthermore, addition of BV and haem targets the phosphorylation of Plasmodium falciparum eIF2α factor, an eukaryotic initiation factor phosphorylated by eIF2α kinases under stress conditions. We propose that BV targets enolase to reduce parasite glycolysis rates and changes the eIF2α phosphorylation pattern as a molecular mechanism for its action.
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Affiliation(s)
- Eduardo Alves
- Núcleo de Pesquisa em Sinalização Celular Patógeno-Hospedeiro (NUSCEP), Departamento de Fisiologia, Instituto de Biociências, Universidade de São Paulo, Brasil.,Departamento de Parasitologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, Brasil
| | - Fernando V Maluf
- Centro de Pesquisa e Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo, Brasil
| | - Vânia B Bueno
- Departamento de Química Fundamental, Instituto de Química, Universidade de São Paulo, Brasil
| | - Rafael V C Guido
- Centro de Pesquisa e Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo, Brasil
| | - Glaucius Oliva
- Centro de Pesquisa e Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo, Brasil
| | - Maneesh Singh
- Núcleo de Pesquisa em Sinalização Celular Patógeno-Hospedeiro (NUSCEP), Departamento de Fisiologia, Instituto de Biociências, Universidade de São Paulo, Brasil.,Departamento de Parasitologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, Brasil
| | - Pedro Scarpelli
- Núcleo de Pesquisa em Sinalização Celular Patógeno-Hospedeiro (NUSCEP), Departamento de Fisiologia, Instituto de Biociências, Universidade de São Paulo, Brasil.,Departamento de Parasitologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, Brasil
| | - Fahyme Costa
- Núcleo de Pesquisa em Sinalização Celular Patógeno-Hospedeiro (NUSCEP), Departamento de Fisiologia, Instituto de Biociências, Universidade de São Paulo, Brasil.,Departamento de Parasitologia, Instituto de Ciências Biomédicas, Universidade de São Paulo, Brasil
| | - Robson Sartorello
- Núcleo de Pesquisa em Sinalização Celular Patógeno-Hospedeiro (NUSCEP), Departamento de Fisiologia, Instituto de Biociências, Universidade de São Paulo, Brasil
| | - Luiz H Catalani
- Departamento de Química Fundamental, Instituto de Química, Universidade de São Paulo, Brasil
| | - Declan Brady
- School of Life Sciences, University of Nottingham, UK
| | - Rita Tewari
- School of Life Sciences, University of Nottingham, UK
| | - Celia R S Garcia
- Núcleo de Pesquisa em Sinalização Celular Patógeno-Hospedeiro (NUSCEP), Departamento de Fisiologia, Instituto de Biociências, Universidade de São Paulo, Brasil
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32
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Camilo CM, Lima GMA, Maluf FV, Guido RVC, Polikarpov I. HTP-OligoDesigner: An Online Primer Design Tool for High-Throughput Gene Cloning and Site-Directed Mutagenesis. J Comput Biol 2015; 23:27-9. [PMID: 26540331 DOI: 10.1089/cmb.2015.0148] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Following burgeoning genomic and transcriptomic sequencing data, biochemical and molecular biology groups worldwide are implementing high-throughput cloning and mutagenesis facilities in order to obtain a large number of soluble proteins for structural and functional characterization. Since manual primer design can be a time-consuming and error-generating step, particularly when working with hundreds of targets, the automation of primer design process becomes highly desirable. HTP-OligoDesigner was created to provide the scientific community with a simple and intuitive online primer design tool for both laboratory-scale and high-throughput projects of sequence-independent gene cloning and site-directed mutagenesis and a Tm calculator for quick queries.
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Affiliation(s)
- Cesar M Camilo
- 1 Grupo de Biotecnologia Molecular, Instituto de Física de São Carlos, Universidade de São Paulo , São Carlos, São Paulo, Brazil
| | - Gustavo M A Lima
- 2 Laboratório de Química Medicinal e Computacional, Centro de Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo , São Carlos, São Paulo, Brazil
| | - Fernando V Maluf
- 2 Laboratório de Química Medicinal e Computacional, Centro de Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo , São Carlos, São Paulo, Brazil
| | - Rafael V C Guido
- 2 Laboratório de Química Medicinal e Computacional, Centro de Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo , São Carlos, São Paulo, Brazil
| | - Igor Polikarpov
- 1 Grupo de Biotecnologia Molecular, Instituto de Física de São Carlos, Universidade de São Paulo , São Carlos, São Paulo, Brazil
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Alves E, Iglesias BA, Deda DK, Budu A, Matias TA, Bueno VB, Maluf FV, Guido RVC, Oliva G, Catalani LH, Araki K, Garcia CRS. Encapsulation of metalloporphyrins improves their capacity to block the viability of the human malaria parasite Plasmodium falciparum. Nanomedicine 2014; 11:351-8. [PMID: 25461288 DOI: 10.1016/j.nano.2014.09.018] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2014] [Revised: 08/30/2014] [Accepted: 09/29/2014] [Indexed: 10/24/2022]
Abstract
UNLABELLED Several synthetic metallated protoporphyrins (M-PPIX) were tested for their ability to block the cell cycle of the lethal human malaria parasite Plasmodium falciparum. After encapsulating the porphyrin derivatives in micro- and nanocapsules of marine atelocollagen, their effects on cultures of red blood cells infected (RBC) with P. falciparum were verified. RBCs infected with synchronized P. falciparum incubated for 48 h showed a toxic effect over a micromolar range. Strikingly, the IC50 of encapsulated metalloporphyrins reached nanomolar concentrations, where Zn-PPIX showed the best antimalarial effect, with an IC50=330 nM. This value is an 80-fold increase in the antimalarial activity compared to the antimalarial effect of non-encapsulated Zn-PPIX. These findings reveal that the incubation of P. falciparum infected-RBCs with 20 μM Zn-PPIX reduced the size of hemozoin crystal by 34%, whereas a 28% reduction was noticed with chloroquine, confirming the importance of heme detoxification pathway in drug therapy. FROM THE CLINICAL EDITOR In this study, synthetic metalloporphyrins were tested as therapeutics that target Plasmodium falciparum. The IC50 of encapsulated metalloporphyrins was found to be in the nanomolar concentration range, with encapsulated Zn-PPIX showing an 80-fold increase in its antimalarial activity compared to the non-encapsulated form.
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Affiliation(s)
- Eduardo Alves
- Departamento de Fisiologia, Instituto de Biociências, Universidade de São Paulo; Departamento de Parasitologia, Instituto de Ciências Biomédicas, Universidade de São Paulo
| | - Bernardo A Iglesias
- Departamento de Química Fundamental, Instituto de Química, Universidade de São Paulo
| | - Daiana K Deda
- Departamento de Química Fundamental, Instituto de Química, Universidade de São Paulo
| | - Alexandre Budu
- Departamento de Fisiologia, Instituto de Biociências, Universidade de São Paulo
| | - Tiago A Matias
- Departamento de Química Fundamental, Instituto de Química, Universidade de São Paulo
| | - Vânia B Bueno
- Departamento de Química Fundamental, Instituto de Química, Universidade de São Paulo
| | - Fernando V Maluf
- Centro de Biotecnologia Molecular Estrutural, Instituto de Física de São Carlos, Universidade de São Paulo
| | - Rafael V C Guido
- Centro de Biotecnologia Molecular Estrutural, Instituto de Física de São Carlos, Universidade de São Paulo
| | - Glaucius Oliva
- Centro de Biotecnologia Molecular Estrutural, Instituto de Física de São Carlos, Universidade de São Paulo
| | - Luiz H Catalani
- Departamento de Química Fundamental, Instituto de Química, Universidade de São Paulo
| | - Koiti Araki
- Departamento de Química Fundamental, Instituto de Química, Universidade de São Paulo
| | - Celia R S Garcia
- Departamento de Fisiologia, Instituto de Biociências, Universidade de São Paulo.
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Carballeira NM, Bwalya AG, Itoe MA, Andricopulo AD, Cordero-Maldonado ML, Kaiser M, Mota MM, Crawford AD, Guido RVC, Tasdemir D. 2-Octadecynoic acid as a dual life stage inhibitor of Plasmodium infections and plasmodial FAS-II enzymes. Bioorg Med Chem Lett 2014; 24:4151-7. [PMID: 25103602 DOI: 10.1016/j.bmcl.2014.07.050] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Revised: 07/15/2014] [Accepted: 07/17/2014] [Indexed: 10/25/2022]
Abstract
The malaria parasite Plasmodium goes through two life stages in the human host, a non-symptomatic liver stage (LS) followed by a blood stage with all clinical manifestation of the disease. In this study, we investigated a series of 2-alkynoic fatty acids (2-AFAs) with chain lengths between 14 and 18 carbon atoms for dual in vitro activity against both life stages. 2-Octadecynoic acid (2-ODA) was identified as the best inhibitor of Plasmodium berghei parasites with ten times higher potency (IC50=0.34 μg/ml) than the control drug. In target determination studies, the same compound inhibited three Plasmodium falciparum FAS-II (PfFAS-II) elongation enzymes PfFabI, PfFabZ, and PfFabG with the lowest IC50 values (0.28-0.80 μg/ml, respectively). Molecular modeling studies provided insights into the molecular aspects underlying the inhibitory activity of this series of 2-AFAs and a likely explanation for the considerably different inhibition potentials. Blood stages of P. falciparum followed a similar trend where 2-ODA emerged as the most active compound, with 20 times less potency. The general toxicity and hepatotoxicity of 2-AFAs were evaluated by in vitro and in vivo methods in mammalian cell lines and zebrafish models, respectively. This study identifies 2-ODA as the most promising antiparasitic 2-AFA, particularly towards P. berghei parasites.
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Affiliation(s)
- Néstor M Carballeira
- Department of Chemistry, University of Puerto Rico, PO Box 23346, San Juan 00931-3346, Puerto Rico.
| | - Angela Gono Bwalya
- Department of Biological and Pharmaceutical Chemistry, University of London, School of Pharmacy, London WC1N 1AX, UK
| | - Maurice Ayamba Itoe
- Instituto de Medicina Molecular, Universidade de Lisboa, Lisbon 1649-028, Portugal
| | - Adriano D Andricopulo
- Laboratório de Química Medicinal e Computacional, Centro de Pesquisa e Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, SP 13563-120, Brazil
| | - María Lorena Cordero-Maldonado
- Chemical Biology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, L-4362 Esch-sur-Alzette, Luxembourg
| | - Marcel Kaiser
- Department of Medical Parasitology and Infection Biology, Swiss Tropical and Public Health Institute, CH-4002 Basel, Switzerland; University of Basel, Petersplatz 1, CH-4003 Basel, Switzerland
| | - Maria M Mota
- Instituto de Medicina Molecular, Universidade de Lisboa, Lisbon 1649-028, Portugal
| | - Alexander D Crawford
- Chemical Biology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, L-4362 Esch-sur-Alzette, Luxembourg
| | - Rafael V C Guido
- Laboratório de Química Medicinal e Computacional, Centro de Pesquisa e Inovação em Biodiversidade e Fármacos, Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos, SP 13563-120, Brazil
| | - Deniz Tasdemir
- Department of Biological and Pharmaceutical Chemistry, University of London, School of Pharmacy, London WC1N 1AX, UK; School of Chemistry, National University of Ireland, Galway, Ireland.
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Lozano NBH, Oliveira RF, Weber KC, Honorio KM, Guido RVC, Andricopulo AD, de Sousa AG, da Silva ABF. Pattern recognition techniques applied to the study of leishmanial glyceraldehyde-3-phosphate dehydrogenase inhibition. Int J Mol Sci 2014; 15:3186-203. [PMID: 24566143 PMCID: PMC3958905 DOI: 10.3390/ijms15023186] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2013] [Revised: 01/21/2014] [Accepted: 01/24/2014] [Indexed: 11/16/2022] Open
Abstract
Chemometric pattern recognition techniques were employed in order to obtain Structure-Activity Relationship (SAR) models relating the structures of a series of adenosine compounds to the affinity for glyceraldehyde 3-phosphate dehydrogenase of Leishmania mexicana (LmGAPDH). A training set of 49 compounds was used to build the models and the best ones were obtained with one geometrical and four electronic descriptors. Classification models were externally validated by predictions for a test set of 14 compounds not used in the model building process. Results of good quality were obtained, as verified by the correct classifications achieved. Moreover, the results are in good agreement with previous SAR studies on these molecules, to such an extent that we can suggest that these findings may help in further investigations on ligands of LmGAPDH capable of improving treatment of leishmaniasis.
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Affiliation(s)
- Norka B H Lozano
- Instituto de Química de São Carlos, USP, São Carlos (SP), 13566-590, Brazil.
| | - Rafael F Oliveira
- Universidade Federal da Paraíba, João Pessoa (PB), 58051-900, Brazil.
| | - Karen C Weber
- Universidade Federal da Paraíba, João Pessoa (PB), 58051-900, Brazil.
| | - Kathia M Honorio
- Escola de Artes Ciências e Humanidades, USP, São Paulo (SP), 03828-000, Brazil.
| | - Rafael V C Guido
- Instituto de Física de São Carlos, USP, São Carlos (SP), 13566-590, Brazil.
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Pauli I, dos Santos RN, Rostirolla DC, Martinelli LK, Ducati RG, Timmers LFSM, Basso LA, Santos DS, Guido RVC, Andricopulo AD, Norberto de Souza O. Discovery of new inhibitors of Mycobacterium tuberculosis InhA enzyme using virtual screening and a 3D-pharmacophore-based approach. J Chem Inf Model 2013; 53:2390-401. [PMID: 23889525 DOI: 10.1021/ci400202t] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Mycobacterium tuberculosis InhA (MtInhA) is an attractive enzyme to drug discovery efforts due to its validation as an effective biological target for tuberculosis therapy. In this work, two different virtual-ligand-screening approaches were applied in order to identify new InhA inhibitors' candidates from a library of ligands selected from the ZINC database. First, a 3-D pharmacophore model was built based on 36 available MtInhA crystal structures. By combining structure-based and ligand-based information, four pharmacophoric points were designed to select molecules able to satisfy the binding features of MtInhA substrate-binding cavity. The second approach consisted of using four well established docking programs, with different search algorithms, to compare the binding mode and score of the selected molecules from the aforementioned library. After detailed analyses of the results, six ligands were selected for in vitro analysis. Three of these molecules presented a satisfactory inhibitory activity with IC50 values ranging from 24 (±2) μM to 83 (±5) μM. The best compound presented an uncompetitive inhibition mode to NADH and 2-trans-dodecenoyl-CoA substrates, with Ki values of 24 (±3) μM and 20 (±2) μM, respectively. These molecules were not yet described as antituberculars or as InhA inhibitors, making its novelty interesting to start efforts on ligand optimization in order to identify new effective drugs against tuberculosis having InhA as a target. More studies are underway to dissect the discovered uncompetitive inhibitor interactions with MtInhA.
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Affiliation(s)
- Ivani Pauli
- Laboratório de Bioinformática, Modelagem e Simulação de Biossistemas - LABIO, Faculdade de Informática, PUCRS , Brazil
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Santos RN, Guido RVC, Oliva G, Dias LC, Andricopulo AD. Quantitative structure-activity studies on a series of migrastatin analogs as inhibitors of cancer cell metastasis. Med Chem 2011; 7:155-64. [PMID: 21486209 DOI: 10.2174/157340611795564240] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2010] [Accepted: 02/25/2011] [Indexed: 11/22/2022]
Abstract
Migrastatin, a macrolide natural product, and its structurally related analogs are potent inhibitors of cancer cell metastasis, invasion and migration. In the present work, a specialized fragment-based method was employed to develop QSAR models for a series of migrastatin and isomigrastatin analogs. Significant correlation coefficients were obtained (best model, q2 = 0.76 and r2 = 0.91) indicating that the QSAR models possess high internal consistency. The best model was then used to predict the potency of an external test set, and the predicted values were in good agreement with the experimental results (R2 pred = 0.85). The final model and the corresponding contribution maps, combined with molecular modeling studies, provided important insights into the key structural features for the anticancer activity of this family of synthetic compounds based on natural products.
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Affiliation(s)
- Ricardo N Santos
- Laboratório de Química Medicinal e Computacional, Instituto de Física de São, Carlos, Universidade de São Paulo, Brazil
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V. C. Guido R, Oliva G, D. Andricopulo A. Modern Drug Discovery Technologies: Opportunities and Challenges in Lead Discovery. Comb Chem High Throughput Screen 2011; 14:830-9. [DOI: 10.2174/138620711797537067] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2010] [Revised: 04/18/2011] [Accepted: 06/11/2011] [Indexed: 11/22/2022]
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Postigo MP, Guido RVC, Oliva G, Castilho MS, da R Pitta I, de Albuquerque JFC, Andricopulo AD. Discovery of new inhibitors of Schistosoma mansoni PNP by pharmacophore-based virtual screening. J Chem Inf Model 2011; 50:1693-705. [PMID: 20695479 DOI: 10.1021/ci100128k] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Schistosomiasis is considered the second most important tropical parasitic disease, with severe socioeconomic consequences for millions of people worldwide. Schistosoma mansoni , one of the causative agents of human schistosomiasis, is unable to synthesize purine nucleotides de novo, which makes the enzymes of the purine salvage pathway important targets for antischistosomal drug development. In the present work, we describe the development of a pharmacophore model for ligands of S. mansoni purine nucleoside phosphorylase (SmPNP) as well as a pharmacophore-based virtual screening approach, which resulted in the identification of three thioxothiazolidinones (1-3) with substantial in vitro inhibitory activity against SmPNP. Synthesis, biochemical evaluation, and structure-activity relationship investigations led to the successful development of a small set of thioxothiazolidinone derivatives harboring a novel chemical scaffold as new competitive inhibitors of SmPNP at the low-micromolar range. Seven compounds were identified with IC(50) values below 100 μM. The most potent inhibitors 7, 10, and 17 with IC(50) of 2, 18, and 38 μM, respectively, could represent new potential lead compounds for further development of the therapy of schistosomiasis.
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Affiliation(s)
- Matheus P Postigo
- Laboratório de Química Medicinal e Computacional, Instituto de Física de São Carlos, Universidade de São Paulo, São Carlos-SP, Brazil
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Mascarello A, Chiaradia LD, Vernal J, Villarino A, Guido RVC, Perizzolo P, Poirier V, Wong D, Martins PGA, Nunes RJ, Yunes RA, Andricopulo AD, Av-Gay Y, Terenzi H. Inhibition of Mycobacterium tuberculosis tyrosine phosphatase PtpA by synthetic chalcones: kinetics, molecular modeling, toxicity and effect on growth. Bioorg Med Chem 2010; 18:3783-9. [PMID: 20462762 DOI: 10.1016/j.bmc.2010.04.051] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2010] [Revised: 04/15/2010] [Accepted: 04/17/2010] [Indexed: 12/20/2022]
Abstract
Tuberculosis (TB) is a major cause of morbidity and mortality throughout the world, and it is estimated that one-third of the world's population is infected with Mycobacterium tuberculosis. Among a series of tested compounds, we have recently identified five synthetic chalcones which inhibit the activity of M. tuberculosis protein tyrosine phosphatase A (PtpA), an enzyme associated with M. tuberculosis infectivity. Kinetic studies demonstrated that these compounds are reversible competitive inhibitors. In this work we also carried out the analysis of the molecular recognition of these inhibitors on their macromolecular target, PtpA, through molecular modeling. We observed that the predominant determinants responsible for the inhibitory activity of the chalcones are the positions of the two methoxyl groups at the A-ring, that establish hydrogen bonds with the amino acid residues Arg17, His49, and Thr12 in the active site of PtpA, and the substitution of the phenyl ring for a 2-naphthyl group as B-ring, that undergoes pi stacking hydrophobic interaction with the Trp48 residue from PtpA. Interestingly, reduction of mycobacterial survival in human macrophages upon inhibitor treatment suggests their potential use as novel therapeutics. The biological activity, synthetic versatility, and low cost are clear advantages of this new class of potential tuberculostatic agents.
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Affiliation(s)
- Alessandra Mascarello
- Departamento de Química, Universidade Federal de Santa Catarina, Campus Trindade, 88040-900 Florianópolis, SC, Brazil
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Guido RVC, Cardoso CL, Moraes MCD, Andricopulo AD, Cass QB, Oliva G. Structural insights into the molecular basis responsible for the effects of immobilization on the kinetic parameters of glyceraldehyde-3-phosphate dehydrogenase from Trypanosoma cruzi and human. J BRAZIL CHEM SOC 2010. [DOI: 10.1590/s0103-50532010001000008] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
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Trossini GHG, Guido RVC, Oliva G, Ferreira EI, Andricopulo AD. Quantitative structure-activity relationships for a series of inhibitors of cruzain from Trypanosoma cruzi: molecular modeling, CoMFA and CoMSIA studies. J Mol Graph Model 2009; 28:3-11. [PMID: 19376735 DOI: 10.1016/j.jmgm.2009.03.001] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2008] [Revised: 02/27/2009] [Accepted: 03/02/2009] [Indexed: 11/28/2022]
Abstract
Human parasitic diseases are the foremost threat to human health and welfare around the world. Trypanosomiasis is a very serious infectious disease against which the currently available drugs are limited and not effective. Therefore, there is an urgent need for new chemotherapeutic agents. One attractive drug target is the major cysteine protease from Trypanosoma cruzi, cruzain. In the present work, comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA) studies were conducted on a series of thiosemicarbazone and semicarbazone derivatives as inhibitors of cruzain. Molecular modeling studies were performed in order to identify the preferred binding mode of the inhibitors into the enzyme active site, and to generate structural alignments for the three-dimensional quantitative structure-activity relationship (3D QSAR) investigations. Statistically significant models were obtained (CoMFA, r2=0.96 and q2=0.78; CoMSIA, r2=0.91 and q2=0.73), indicating their predictive ability for untested compounds. The models were externally validated employing a test set, and the predicted values were in good agreement with the experimental results. The final QSAR models and the information gathered from the 3D CoMFA and CoMSIA contour maps provided important insights into the chemical and structural basis involved in the molecular recognition process of this family of cruzain inhibitors, and should be useful for the design of new structurally related analogs with improved potency.
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Affiliation(s)
- Gustavo H G Trossini
- Laboratório de Planejamento e Síntese de Quimioterápicos Potenciais Contra Endemias Tropicais, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, Av. Professor Lineu Prestes 580, 05508-900, São Paulo, SP, Brazil
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Guido RVC, Trossini GHG, Castilho MS, Oliva G, Ferreira EI, Andricopulo AD. Structure-activity relationships for a class of selective inhibitors of the major cysteine protease from Trypanosoma cruzi. J Enzyme Inhib Med Chem 2008; 23:964-73. [DOI: 10.1080/14756360701810322] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
Affiliation(s)
- Rafael V. C. Guido
- Laboratório de Química Medicinal e Computacional, Centro de Biotecnologia Molecular Estrutural, Instituto de Física de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400São Carlos-SP, 13560-970, Brazil
| | - Gustavo H. G. Trossini
- Laboratório de Planejamento e Síntese de Quimioterápicos Potenciais Contra Endemias Tropicais, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, Av. Professor Lineu Prestes 580São Paulo-SP, 05508-900, Brazil
| | - Marcelo S. Castilho
- Laboratório de Bioinformática e Modelagem Molecular, Faculdade de Farmácia, Universidade Federal da Bahia, Campus Universitário de OndinaSalvador-BA, 40170-290, Brazil
| | - Glaucius Oliva
- Laboratório de Química Medicinal e Computacional, Centro de Biotecnologia Molecular Estrutural, Instituto de Física de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400São Carlos-SP, 13560-970, Brazil
| | - Elizabeth I. Ferreira
- Laboratório de Planejamento e Síntese de Quimioterápicos Potenciais Contra Endemias Tropicais, Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, Av. Professor Lineu Prestes 580São Paulo-SP, 05508-900, Brazil
| | - Adriano D. Andricopulo
- Laboratório de Química Medicinal e Computacional, Centro de Biotecnologia Molecular Estrutural, Instituto de Física de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400São Carlos-SP, 13560-970, Brazil
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Guido RVC, Oliva G, Montanari CA, Andricopulo AD. Structural Basis for Selective Inhibition of Trypanosomatid Glyceraldehyde-3-Phosphate Dehydrogenase: Molecular Docking and 3D QSAR Studies. J Chem Inf Model 2008; 48:918-29. [DOI: 10.1021/ci700453j] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Rafael V. C. Guido
- Laboratório de Química Medicinal e Computacional, Centro de Biotecnologia Molecular Estrutural, Instituto de Física de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400, 13560-970, São Carlos-SP, Brazil, and Grupo de Química Medicinal de Produtos Naturais, Instituto de Química de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400, 13566-970, São Carlos-SP, Brazil
| | - Glaucius Oliva
- Laboratório de Química Medicinal e Computacional, Centro de Biotecnologia Molecular Estrutural, Instituto de Física de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400, 13560-970, São Carlos-SP, Brazil, and Grupo de Química Medicinal de Produtos Naturais, Instituto de Química de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400, 13566-970, São Carlos-SP, Brazil
| | - Carlos A. Montanari
- Laboratório de Química Medicinal e Computacional, Centro de Biotecnologia Molecular Estrutural, Instituto de Física de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400, 13560-970, São Carlos-SP, Brazil, and Grupo de Química Medicinal de Produtos Naturais, Instituto de Química de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400, 13566-970, São Carlos-SP, Brazil
| | - Adriano D. Andricopulo
- Laboratório de Química Medicinal e Computacional, Centro de Biotecnologia Molecular Estrutural, Instituto de Física de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400, 13560-970, São Carlos-SP, Brazil, and Grupo de Química Medicinal de Produtos Naturais, Instituto de Química de São Carlos, Universidade de São Paulo, Av. Trabalhador São-carlense 400, 13566-970, São Carlos-SP, Brazil
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Castilho MS, Guido RVC, Andricopulo AD. 2D Quantitative structure-activity relationship studies on a series of cholesteryl ester transfer protein inhibitors. Bioorg Med Chem 2007; 15:6242-52. [PMID: 17604633 DOI: 10.1016/j.bmc.2007.06.021] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2007] [Revised: 06/06/2007] [Accepted: 06/08/2007] [Indexed: 10/23/2022]
Abstract
Coronary heart disease (CHD) is one of the major causes of human death. The most successful therapeutic approach available is based on the reduction of low density-lipoprotein cholesterol (LDL-C). However, it is believed that the next paradigm in CHD treatment will rely on increased HDL-C levels. One of the most promising strategies for this goal is the inhibition of cholesteryl ester transfer protein (CETP). In the present work, robust classical 2D QSAR (r(2)=0.76, q(2)=0.72) and hologram QSAR (r(2)=0.88, q(2)=0.70) models were developed for a series of 85 CETP inhibitors (N-N-disubstituted trifluoro-3-amino-2-propanol derivatives). These models are complementary in nature and highlight important structural features for the design of novel CETP inhibitors with improved potency.
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Affiliation(s)
- Marcelo S Castilho
- Laboratório de Bioinformática e Modelagem Molecular, Faculdade de Farmácia, Universidade Federal da Bahia, Campus Universitário de Ondina, 40170-290 Salvador, BA, Brazil.
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