Computational drug repurposing for primary hyperparathyroidism
In hyperparathyroidism (hyperPTH), excessive amounts of PTH are secreted, interfering with calcium regulation in the body. Several drugs can control the disease's side effects, but none of them is an alternative treatment to surgery. Therefore, new drug candidates are necessary. In this study,...
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Veröffentlicht in: | Molecular and cellular endocrinology 2024-04, Vol.583, p.112159-112159, Article 112159 |
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creator | Kubat Öktem, Elif Yazar, Metin Aysan, Erhan Karabıyık Acar, Özge |
description | In hyperparathyroidism (hyperPTH), excessive amounts of PTH are secreted, interfering with calcium regulation in the body. Several drugs can control the disease's side effects, but none of them is an alternative treatment to surgery. Therefore, new drug candidates are necessary. In this study, three computationally repositioned drugs, DG 041, IMD 0354, and cucurbitacin I, are evaluated in an in vitro model of hyperPTH. First, we integrated publicly available transcriptomics datasets to propose drug candidates. Using 3D spheroids derived from a single primary hyperPTH patient, we assessed their in vitro efficacy. None of the proposed drugs affected the viability of healthy cell control (HEK293) or overactive parathyroid cells at the level of toxicity. This behavior was attributed to the non-cancerous nature of the parathyroid cells, establishing the hyperPTH disease model. Cucurbitacin I and IMD 0354 exhibited a slight inverse relationship between increased drug concentrations and cell viability, whereas DG 041 increased viability. Based on these results, further studies are needed on the mechanism of action of the repurposed drugs, including determining the effects of these drugs on cellular PTH synthesis and secretion and on the metabolic pathways that regulate PTH secretion.
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•Hyperparathyroidism is a high-incidence disease with elevated PTH levels.•Existing drugs notwithstanding, new treatments are urgently needed.•Proposed computationally repurposed drugs are DG 041, IMD 0354, and cucurbitacin I.•All drugs showed potential for further studies to evaluate the management of PTH synthesis for hyperPTH. |
doi_str_mv | 10.1016/j.mce.2024.112159 |
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[Display omitted]
•Hyperparathyroidism is a high-incidence disease with elevated PTH levels.•Existing drugs notwithstanding, new treatments are urgently needed.•Proposed computationally repurposed drugs are DG 041, IMD 0354, and cucurbitacin I.•All drugs showed potential for further studies to evaluate the management of PTH synthesis for hyperPTH.</description><identifier>ISSN: 0303-7207</identifier><identifier>EISSN: 1872-8057</identifier><identifier>DOI: 10.1016/j.mce.2024.112159</identifier><identifier>PMID: 38228226</identifier><language>eng</language><publisher>Ireland: Elsevier B.V</publisher><subject>Drug repositioning ; Hyperparathyroidism ; Parathyroid ; Spheroid culture ; Systems biology</subject><ispartof>Molecular and cellular endocrinology, 2024-04, Vol.583, p.112159-112159, Article 112159</ispartof><rights>2024 Elsevier B.V.</rights><rights>Copyright © 2024 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c353t-aebbee580e9989a7e97f6b863a0b9bdf33fa415fd4961a6f1c79175238223e8a3</citedby><cites>FETCH-LOGICAL-c353t-aebbee580e9989a7e97f6b863a0b9bdf33fa415fd4961a6f1c79175238223e8a3</cites><orcidid>0000-0003-2697-6477 ; 0000-0003-0913-8527</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0303720724000157$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38228226$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kubat Öktem, Elif</creatorcontrib><creatorcontrib>Yazar, Metin</creatorcontrib><creatorcontrib>Aysan, Erhan</creatorcontrib><creatorcontrib>Karabıyık Acar, Özge</creatorcontrib><title>Computational drug repurposing for primary hyperparathyroidism</title><title>Molecular and cellular endocrinology</title><addtitle>Mol Cell Endocrinol</addtitle><description>In hyperparathyroidism (hyperPTH), excessive amounts of PTH are secreted, interfering with calcium regulation in the body. Several drugs can control the disease's side effects, but none of them is an alternative treatment to surgery. Therefore, new drug candidates are necessary. In this study, three computationally repositioned drugs, DG 041, IMD 0354, and cucurbitacin I, are evaluated in an in vitro model of hyperPTH. First, we integrated publicly available transcriptomics datasets to propose drug candidates. Using 3D spheroids derived from a single primary hyperPTH patient, we assessed their in vitro efficacy. None of the proposed drugs affected the viability of healthy cell control (HEK293) or overactive parathyroid cells at the level of toxicity. This behavior was attributed to the non-cancerous nature of the parathyroid cells, establishing the hyperPTH disease model. Cucurbitacin I and IMD 0354 exhibited a slight inverse relationship between increased drug concentrations and cell viability, whereas DG 041 increased viability. Based on these results, further studies are needed on the mechanism of action of the repurposed drugs, including determining the effects of these drugs on cellular PTH synthesis and secretion and on the metabolic pathways that regulate PTH secretion.
[Display omitted]
•Hyperparathyroidism is a high-incidence disease with elevated PTH levels.•Existing drugs notwithstanding, new treatments are urgently needed.•Proposed computationally repurposed drugs are DG 041, IMD 0354, and cucurbitacin I.•All drugs showed potential for further studies to evaluate the management of PTH synthesis for hyperPTH.</description><subject>Drug repositioning</subject><subject>Hyperparathyroidism</subject><subject>Parathyroid</subject><subject>Spheroid culture</subject><subject>Systems biology</subject><issn>0303-7207</issn><issn>1872-8057</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kEtLxDAUhYMozjj6A9xIl2465tE2DYIggy8YcKPrkKY3MxnapiatMP_eDB1dChfu5pzDOR9C1wQvCSbF3W7ZalhSTLMlIZTk4gTNSclpWuKcn6I5ZpilnGI-Qxch7DDGPKflOZqxktJ4xRw9rFzbj4MarOtUk9R-3CQe-tH3Lthukxjnk97bVvl9st334Hvl1bDde2drG9pLdGZUE-Dq-Bfo8_npY_Wart9f3laP61SznA2pgqoCyEsMQpRCcRDcFFVZMIUrUdWGMaMykps6EwVRhSGaCxK7HnoyKBVboNspt_fua4QwyNYGDU2jOnBjkFTE9YIIkkUpmaTauxA8GHnsLwmWB2xyJyM2ecAmJ2zRc3OMH6sW6j_HL6couJ8EEEd-W_AyaAudhtp60IOsnf0n_gc_iX4f</recordid><startdate>20240401</startdate><enddate>20240401</enddate><creator>Kubat Öktem, Elif</creator><creator>Yazar, Metin</creator><creator>Aysan, Erhan</creator><creator>Karabıyık Acar, Özge</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-2697-6477</orcidid><orcidid>https://orcid.org/0000-0003-0913-8527</orcidid></search><sort><creationdate>20240401</creationdate><title>Computational drug repurposing for primary hyperparathyroidism</title><author>Kubat Öktem, Elif ; Yazar, Metin ; Aysan, Erhan ; Karabıyık Acar, Özge</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c353t-aebbee580e9989a7e97f6b863a0b9bdf33fa415fd4961a6f1c79175238223e8a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Drug repositioning</topic><topic>Hyperparathyroidism</topic><topic>Parathyroid</topic><topic>Spheroid culture</topic><topic>Systems biology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kubat Öktem, Elif</creatorcontrib><creatorcontrib>Yazar, Metin</creatorcontrib><creatorcontrib>Aysan, Erhan</creatorcontrib><creatorcontrib>Karabıyık Acar, Özge</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Molecular and cellular endocrinology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kubat Öktem, Elif</au><au>Yazar, Metin</au><au>Aysan, Erhan</au><au>Karabıyık Acar, Özge</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Computational drug repurposing for primary hyperparathyroidism</atitle><jtitle>Molecular and cellular endocrinology</jtitle><addtitle>Mol Cell Endocrinol</addtitle><date>2024-04-01</date><risdate>2024</risdate><volume>583</volume><spage>112159</spage><epage>112159</epage><pages>112159-112159</pages><artnum>112159</artnum><issn>0303-7207</issn><eissn>1872-8057</eissn><abstract>In hyperparathyroidism (hyperPTH), excessive amounts of PTH are secreted, interfering with calcium regulation in the body. Several drugs can control the disease's side effects, but none of them is an alternative treatment to surgery. Therefore, new drug candidates are necessary. In this study, three computationally repositioned drugs, DG 041, IMD 0354, and cucurbitacin I, are evaluated in an in vitro model of hyperPTH. First, we integrated publicly available transcriptomics datasets to propose drug candidates. Using 3D spheroids derived from a single primary hyperPTH patient, we assessed their in vitro efficacy. None of the proposed drugs affected the viability of healthy cell control (HEK293) or overactive parathyroid cells at the level of toxicity. This behavior was attributed to the non-cancerous nature of the parathyroid cells, establishing the hyperPTH disease model. Cucurbitacin I and IMD 0354 exhibited a slight inverse relationship between increased drug concentrations and cell viability, whereas DG 041 increased viability. Based on these results, further studies are needed on the mechanism of action of the repurposed drugs, including determining the effects of these drugs on cellular PTH synthesis and secretion and on the metabolic pathways that regulate PTH secretion.
[Display omitted]
•Hyperparathyroidism is a high-incidence disease with elevated PTH levels.•Existing drugs notwithstanding, new treatments are urgently needed.•Proposed computationally repurposed drugs are DG 041, IMD 0354, and cucurbitacin I.•All drugs showed potential for further studies to evaluate the management of PTH synthesis for hyperPTH.</abstract><cop>Ireland</cop><pub>Elsevier B.V</pub><pmid>38228226</pmid><doi>10.1016/j.mce.2024.112159</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0003-2697-6477</orcidid><orcidid>https://orcid.org/0000-0003-0913-8527</orcidid></addata></record> |
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subjects | Drug repositioning Hyperparathyroidism Parathyroid Spheroid culture Systems biology |
title | Computational drug repurposing for primary hyperparathyroidism |
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