Identification of adaptive inhibitors of Cryptosporidium parvum fatty acyl-coenzyme A synthetase isoforms by virtual screening
Cryptosporidiosis is a significant cause of gastroenteritis in both humans and livestock in developing countries. The only FDA-approved drug available against the same is nitazoxanide, with questionable efficacy in malnourished children and immunocompromised patients. Recent in vitro studies have in...
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description | Cryptosporidiosis is a significant cause of gastroenteritis in both humans and livestock in developing countries. The only FDA-approved drug available against the same is nitazoxanide, with questionable efficacy in malnourished children and immunocompromised patients. Recent in vitro studies have indicated the viability of Triacsin C as a potential drug candidate, which targets the parasite’s long-chain fatty acyl coenzyme A synthetase enzyme (LC-FACS), a critical component of the fatty acid metabolism pathway. We have used this molecule as a baseline to propose more potent versions thereof. We have applied a combined approach of substructure replacement, literature search, and database screening to come up with 514 analogs of Triacsin C. A virtual screening protocol was carried out which lead us to identify a potential hit compound. This was further subjected to a 100-ns molecular dynamics simulation in complex to determine its stability and binding characteristics. After which, the ADME/tox properties were predicted to assess its viability as a drug. The molecule R134 was identified as the best hit due to its highest average binding affinity, stability in complex when subjected to MD simulations, and reasonable predicted ADMET (Absorption, Distribution, Metabolism, Excretion and Toxicity) properties comparable to those of the Triacsin C parent molecule. We have proposed R134 as a putative drug candidate against the
Cryptosporidium parvum
LC-FACS enzyme isoforms, following an in silico protocol. We hope the results will be helpful when planning future in vitro experiments for identifying drugs against Cryptosporidium. |
doi_str_mv | 10.1007/s00436-019-06445-0 |
format | Article |
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Cryptosporidium parvum
LC-FACS enzyme isoforms, following an in silico protocol. We hope the results will be helpful when planning future in vitro experiments for identifying drugs against Cryptosporidium.</description><identifier>ISSN: 0932-0113</identifier><identifier>EISSN: 1432-1955</identifier><identifier>DOI: 10.1007/s00436-019-06445-0</identifier><identifier>PMID: 31486948</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Acyl Coenzyme A - metabolism ; Animals ; Antiprotozoal Agents - chemistry ; Antiprotozoal Agents - pharmacology ; Biomedical and Life Sciences ; Biomedicine ; Child ; Coenzyme A ; Coenzyme A Ligases - antagonists & inhibitors ; Cryptosporidiosis ; Cryptosporidiosis - drug therapy ; Cryptosporidiosis - parasitology ; Cryptosporidium parvum ; Cryptosporidium parvum - enzymology ; Cryptosporidium parvum - metabolism ; Developing countries ; Drug approval ; Drug Discovery - methods ; Enzymes ; Fatty acids ; Fatty Acids - metabolism ; Flow cytometry ; Gastroenteritis ; Gastroenteritis - parasitology ; Humans ; Immunocompromised hosts ; Immunology ; Isoforms ; LDCs ; Ligases ; Livestock ; Medical Microbiology ; Metabolism ; Microbiology ; Molecular dynamics ; Molecular Dynamics Simulation ; Physiological aspects ; Protein Isoforms ; Thiols ; Toxicity ; Treatment and Prophylaxis - Original Paper ; Triazenes - chemistry ; Triazenes - pharmacology</subject><ispartof>Parasitology research (1987), 2019-11, Vol.118 (11), p.3159-3171</ispartof><rights>Springer-Verlag GmbH Germany, part of Springer Nature 2019</rights><rights>COPYRIGHT 2019 Springer</rights><rights>Copyright Springer Nature B.V. 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c442t-248e5d6cb61e8726225f7d33a5c49aa5d66e9551d8ed790177eea37d9001f5513</citedby><cites>FETCH-LOGICAL-c442t-248e5d6cb61e8726225f7d33a5c49aa5d66e9551d8ed790177eea37d9001f5513</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00436-019-06445-0$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00436-019-06445-0$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51298</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31486948$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chattopadhyay, Somdeb</creatorcontrib><creatorcontrib>Mahapatra, Rajani Kanta</creatorcontrib><title>Identification of adaptive inhibitors of Cryptosporidium parvum fatty acyl-coenzyme A synthetase isoforms by virtual screening</title><title>Parasitology research (1987)</title><addtitle>Parasitol Res</addtitle><addtitle>Parasitol Res</addtitle><description>Cryptosporidiosis is a significant cause of gastroenteritis in both humans and livestock in developing countries. The only FDA-approved drug available against the same is nitazoxanide, with questionable efficacy in malnourished children and immunocompromised patients. Recent in vitro studies have indicated the viability of Triacsin C as a potential drug candidate, which targets the parasite’s long-chain fatty acyl coenzyme A synthetase enzyme (LC-FACS), a critical component of the fatty acid metabolism pathway. We have used this molecule as a baseline to propose more potent versions thereof. We have applied a combined approach of substructure replacement, literature search, and database screening to come up with 514 analogs of Triacsin C. A virtual screening protocol was carried out which lead us to identify a potential hit compound. This was further subjected to a 100-ns molecular dynamics simulation in complex to determine its stability and binding characteristics. After which, the ADME/tox properties were predicted to assess its viability as a drug. The molecule R134 was identified as the best hit due to its highest average binding affinity, stability in complex when subjected to MD simulations, and reasonable predicted ADMET (Absorption, Distribution, Metabolism, Excretion and Toxicity) properties comparable to those of the Triacsin C parent molecule. We have proposed R134 as a putative drug candidate against the
Cryptosporidium parvum
LC-FACS enzyme isoforms, following an in silico protocol. We hope the results will be helpful when planning future in vitro experiments for identifying drugs against Cryptosporidium.</description><subject>Acyl Coenzyme A - metabolism</subject><subject>Animals</subject><subject>Antiprotozoal Agents - chemistry</subject><subject>Antiprotozoal Agents - pharmacology</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Child</subject><subject>Coenzyme A</subject><subject>Coenzyme A Ligases - antagonists & inhibitors</subject><subject>Cryptosporidiosis</subject><subject>Cryptosporidiosis - drug therapy</subject><subject>Cryptosporidiosis - parasitology</subject><subject>Cryptosporidium parvum</subject><subject>Cryptosporidium parvum - enzymology</subject><subject>Cryptosporidium parvum - metabolism</subject><subject>Developing countries</subject><subject>Drug approval</subject><subject>Drug Discovery - methods</subject><subject>Enzymes</subject><subject>Fatty acids</subject><subject>Fatty Acids - metabolism</subject><subject>Flow cytometry</subject><subject>Gastroenteritis</subject><subject>Gastroenteritis - parasitology</subject><subject>Humans</subject><subject>Immunocompromised hosts</subject><subject>Immunology</subject><subject>Isoforms</subject><subject>LDCs</subject><subject>Ligases</subject><subject>Livestock</subject><subject>Medical Microbiology</subject><subject>Metabolism</subject><subject>Microbiology</subject><subject>Molecular dynamics</subject><subject>Molecular Dynamics Simulation</subject><subject>Physiological aspects</subject><subject>Protein Isoforms</subject><subject>Thiols</subject><subject>Toxicity</subject><subject>Treatment and Prophylaxis - Original Paper</subject><subject>Triazenes - chemistry</subject><subject>Triazenes - pharmacology</subject><issn>0932-0113</issn><issn>1432-1955</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kUuLFDEUhYMoTjv6B1xIwI2bGvOqR5ZN42NgwI2uQzq56clQlZRJqqFc-NtN26ODIpJFwr3fPdyTg9BLSq4oIf3bTIjgXUOobEgnRNuQR2hDBWcNlW37GG2IrG9CKb9Az3K-I4T2lXuKLjgVQyfFsEHfry2E4p03uvgYcHRYWz0XfwTsw63f-xJTPpV3aZ1LzHNM3vplwrNOx3o5XcqKtVnHxkQI39YJ8BbnNZRbKDpXlRxdTFPG-xUffSqLHnE2CSD4cHiOnjg9Znhxf1-iL-_ffd59bG4-fbjebW8aIwQrDRMDtLYz-47C0LOOsdb1lnPdGiG1rq0OqmVqB7C9rDZ7AM17K6tlV-v8Er05684pfl0gFzX5bGAcdYC4ZMXY0FLCxSAr-vov9C4uKdTtFOOkF_WjJX2gDnoE5YOLJWlzElXbrgrxnsi2Ulf_oOqxMHkTAzhf638MsPOASTHnBE7NyU86rYoSdQpdnUNXNXT1M3RF6tCr-42X_QT298ivlCvAz0CurXCA9GDpP7I_AOabt6c</recordid><startdate>20191101</startdate><enddate>20191101</enddate><creator>Chattopadhyay, Somdeb</creator><creator>Mahapatra, Rajani Kanta</creator><general>Springer Berlin Heidelberg</general><general>Springer</general><general>Springer Nature B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20191101</creationdate><title>Identification of adaptive inhibitors of Cryptosporidium parvum fatty acyl-coenzyme A synthetase isoforms by virtual screening</title><author>Chattopadhyay, Somdeb ; Mahapatra, Rajani Kanta</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c442t-248e5d6cb61e8726225f7d33a5c49aa5d66e9551d8ed790177eea37d9001f5513</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Acyl Coenzyme A - metabolism</topic><topic>Animals</topic><topic>Antiprotozoal Agents - chemistry</topic><topic>Antiprotozoal Agents - pharmacology</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Child</topic><topic>Coenzyme A</topic><topic>Coenzyme A Ligases - antagonists & inhibitors</topic><topic>Cryptosporidiosis</topic><topic>Cryptosporidiosis - drug therapy</topic><topic>Cryptosporidiosis - parasitology</topic><topic>Cryptosporidium parvum</topic><topic>Cryptosporidium parvum - enzymology</topic><topic>Cryptosporidium parvum - metabolism</topic><topic>Developing countries</topic><topic>Drug approval</topic><topic>Drug Discovery - methods</topic><topic>Enzymes</topic><topic>Fatty acids</topic><topic>Fatty Acids - metabolism</topic><topic>Flow cytometry</topic><topic>Gastroenteritis</topic><topic>Gastroenteritis - parasitology</topic><topic>Humans</topic><topic>Immunocompromised hosts</topic><topic>Immunology</topic><topic>Isoforms</topic><topic>LDCs</topic><topic>Ligases</topic><topic>Livestock</topic><topic>Medical Microbiology</topic><topic>Metabolism</topic><topic>Microbiology</topic><topic>Molecular dynamics</topic><topic>Molecular Dynamics Simulation</topic><topic>Physiological aspects</topic><topic>Protein Isoforms</topic><topic>Thiols</topic><topic>Toxicity</topic><topic>Treatment and Prophylaxis - Original Paper</topic><topic>Triazenes - chemistry</topic><topic>Triazenes - pharmacology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chattopadhyay, Somdeb</creatorcontrib><creatorcontrib>Mahapatra, Rajani Kanta</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Parasitology research (1987)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chattopadhyay, Somdeb</au><au>Mahapatra, Rajani Kanta</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identification of adaptive inhibitors of Cryptosporidium parvum fatty acyl-coenzyme A synthetase isoforms by virtual screening</atitle><jtitle>Parasitology research (1987)</jtitle><stitle>Parasitol Res</stitle><addtitle>Parasitol Res</addtitle><date>2019-11-01</date><risdate>2019</risdate><volume>118</volume><issue>11</issue><spage>3159</spage><epage>3171</epage><pages>3159-3171</pages><issn>0932-0113</issn><eissn>1432-1955</eissn><abstract>Cryptosporidiosis is a significant cause of gastroenteritis in both humans and livestock in developing countries. The only FDA-approved drug available against the same is nitazoxanide, with questionable efficacy in malnourished children and immunocompromised patients. Recent in vitro studies have indicated the viability of Triacsin C as a potential drug candidate, which targets the parasite’s long-chain fatty acyl coenzyme A synthetase enzyme (LC-FACS), a critical component of the fatty acid metabolism pathway. We have used this molecule as a baseline to propose more potent versions thereof. We have applied a combined approach of substructure replacement, literature search, and database screening to come up with 514 analogs of Triacsin C. A virtual screening protocol was carried out which lead us to identify a potential hit compound. This was further subjected to a 100-ns molecular dynamics simulation in complex to determine its stability and binding characteristics. After which, the ADME/tox properties were predicted to assess its viability as a drug. The molecule R134 was identified as the best hit due to its highest average binding affinity, stability in complex when subjected to MD simulations, and reasonable predicted ADMET (Absorption, Distribution, Metabolism, Excretion and Toxicity) properties comparable to those of the Triacsin C parent molecule. We have proposed R134 as a putative drug candidate against the
Cryptosporidium parvum
LC-FACS enzyme isoforms, following an in silico protocol. We hope the results will be helpful when planning future in vitro experiments for identifying drugs against Cryptosporidium.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>31486948</pmid><doi>10.1007/s00436-019-06445-0</doi><tpages>13</tpages></addata></record> |
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source | MEDLINE; Springer Nature - Complete Springer Journals |
subjects | Acyl Coenzyme A - metabolism Animals Antiprotozoal Agents - chemistry Antiprotozoal Agents - pharmacology Biomedical and Life Sciences Biomedicine Child Coenzyme A Coenzyme A Ligases - antagonists & inhibitors Cryptosporidiosis Cryptosporidiosis - drug therapy Cryptosporidiosis - parasitology Cryptosporidium parvum Cryptosporidium parvum - enzymology Cryptosporidium parvum - metabolism Developing countries Drug approval Drug Discovery - methods Enzymes Fatty acids Fatty Acids - metabolism Flow cytometry Gastroenteritis Gastroenteritis - parasitology Humans Immunocompromised hosts Immunology Isoforms LDCs Ligases Livestock Medical Microbiology Metabolism Microbiology Molecular dynamics Molecular Dynamics Simulation Physiological aspects Protein Isoforms Thiols Toxicity Treatment and Prophylaxis - Original Paper Triazenes - chemistry Triazenes - pharmacology |
title | Identification of adaptive inhibitors of Cryptosporidium parvum fatty acyl-coenzyme A synthetase isoforms by virtual screening |
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