Discovery of Therapeutic Agents Targeting Pklr for NAFLD Using Drug Repositioning
| dc.contributor.author | Zhang, Cheng | |
| dc.contributor.author | Shi, Mengnan | |
| dc.contributor.author | Kim, Woonghee | |
| dc.contributor.author | Arif, Muhammad | |
| dc.contributor.author | Klevstig, Martina | |
| dc.contributor.author | Li, Xiangyu | |
| dc.contributor.author | Yildtrim, Serkan | |
| dc.date.accessioned | 2026-03-26T14:43:50Z | |
| dc.date.available | 2026-03-26T14:43:50Z | |
| dc.date.issued | 2022 | |
| dc.description | Shi, Mengnan/0000-0001-8643-5846; Uhlen, Mathias/0000-0002-4858-8056; Iqbal, Shazia/0000-0002-5392-0930; Bayram, Cemil/0000-0001-8940-8560; Arif, Muhammad/0000-0003-2261-0881; Wei, Yongjun/0000-0002-1554-1999; Sebhaoui, Jihad/0000-0001-8197-2693; Li, Xiangyu/0000-0002-8301-9959; Zhang, Cheng/0000-0002-3721-8586; Bolat, Ismail/0000-0003-1398-7046; | en_US |
| dc.description.abstract | Background Non-alcoholic fatty liver disease (NAFLD) encompasses a wide spectrum of liver pathologies. However, no medical treatment has been approved for the treatment of NAFLD. In our previous study, we found that PKLR could be a potential target for treatment of NALFD. Here, we investigated the effect of PKLR in in vivo model and performed drug repositioning to identify a drug candidate for treatment of NAFLD. Methods Tissue samples from liver, muscle, white adipose and heart were obtained from control and PKLR knock-out mice fed with chow and high sucrose diets. Lipidomics as well as transcriptomics analyses were conducted using these tissue samples. In addition, a computational drug repositioning analysis was performed and drug candidates were identified. The drug candidates were both tested in in vitro and in vivo models to evaluate their toxicity and efficacy. Findings The Pklr KO reversed the increased hepatic triglyceride level in mice fed with high sucrose diet and partly recovered the transcriptomic changes in the liver as well as in other three tissues. Both liver and white adipose tissues exhibited dysregulated circadian transcriptomic profiles, and these dysregulations were reversed by hepatic knockout of Pklr. In addition, 10 small molecule drug candidates were identified as potential inhibitor of PKLR using our drug repositioning pipeline, and two of them significantly inhibited both the PKLR expression and triglyceride level in in vitro model. Finally, the two selected small molecule drugs were evaluated in in vivo rat models and we found that these drugs attenuate the hepatic steatosis without side effect on other tissues. Interpretation In conclusion, our study provided biological insights about the critical role of PKLR in NAFLD progression and proposed a treatment strategy for NAFLD patients, which has been validated in preclinical studies. Copyright (C) 2022 The Authors. Published by Elsevier B.V. | en_US |
| dc.description.sponsorship | ScandiEdge Therapeutics and Knut and Alice Wallenberg Founda-tion - Swedish Research Council [2018-05973]; ScandiEdge Therapeutics and Knut and Alice Wallenberg Foundation; Swedish Research Council [2018-05973] | en_US |
| dc.description.sponsorship | This work was financially supported by ScandiEdge Therapeutics and Knut and Alice Wallenberg Foundation. The computations and data handling were enabledby resources provided by the Swedish National Infrastructure for Computing (SNIC) at UPPMAX, partially funded by the Swedish Research Council through grant agreement no. 2018-05973. | en_US |
| dc.identifier.doi | 10.1016/j.ebiom.2022.104214 | |
| dc.identifier.issn | 2352-3964 | |
| dc.identifier.scopus | 2-s2.0-85136211387 | |
| dc.identifier.uri | https://doi.org/10.1016/j.ebiom.2022.104214 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14901/1853 | |
| dc.language.iso | en | en_US |
| dc.publisher | Elsevier | en_US |
| dc.relation.ispartof | Ebiomedicine | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Systems Biology | en_US |
| dc.subject | Drug Repositioning | en_US |
| dc.subject | NAFLD | en_US |
| dc.subject | PKLR | en_US |
| dc.subject | Circadian Rhythms | en_US |
| dc.title | Discovery of Therapeutic Agents Targeting Pklr for NAFLD Using Drug Repositioning | en_US |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
| gdc.author.id | Shi, Mengnan/0000-0001-8643-5846 | |
| gdc.author.id | Uhlen, Mathias/0000-0002-4858-8056 | |
| gdc.author.id | Iqbal, Shazia/0000-0002-5392-0930 | |
| gdc.author.id | Bayram, Cemil/0000-0001-8940-8560 | |
| gdc.author.id | Arif, Muhammad/0000-0003-2261-0881 | |
| gdc.author.id | Wei, Yongjun/0000-0002-1554-1999 | |
| gdc.author.scopusid | 56843914200 | |
| gdc.author.scopusid | 57224826500 | |
| gdc.author.scopusid | 57205353546 | |
| gdc.author.scopusid | 57213821777 | |
| gdc.author.scopusid | 38361575600 | |
| gdc.author.scopusid | 57248694100 | |
| gdc.author.scopusid | 57203198460 | |
| gdc.author.wosid | Uhlen, Mathias/Hpb-8445-2023 | |
| gdc.author.wosid | Özdemir, Özlem/Aab-5862-2020 | |
| gdc.author.wosid | Nielsen, Jens/Q-1347-2017 | |
| gdc.author.wosid | Bayram, Cemil/Aav-2485-2021 | |
| gdc.author.wosid | Arif, Muhammad/Afq-6409-2022 | |
| gdc.author.wosid | Mardinoglu, Adil/Aas-6360-2021 | |
| gdc.description.department | Erzurum Technical University | en_US |
| gdc.description.departmenttemp | [Zhang, Cheng; Shi, Mengnan; Kim, Woonghee; Arif, Muhammad; Li, Xiangyu; Yang, Hong; Uhlen, Mathias; Mardinoglu, Adil] KTH Royal Inst Technol, Sci Life Lab, Stockholm, Sweden; [Zhang, Cheng; Wei, Yongjun; Shi, Xiaojing] Zhengzhou Univ, Minist Educ, Sch Pharmaceut Sci, Zhengzhou 450001, Henan, Peoples R China; [Zhang, Cheng; Wei, Yongjun; Shi, Xiaojing] Zhengzhou Univ, Minist Educ, Key Lab Adv Drug Preparat Technol, Zhengzhou 450001, Henan, Peoples R China; [Klevstig, Martina; Boren, Jan] Univ Gothenburg, Sahlgrenska Univ Hosp, Dept Mol & Clin Med, Gothenburg, Sweden; [Bayram, Cemil; Haamuftuoglu, Ahmet] Ataturk Univ, Fac Med, Dept Med Pharmacol, TR-25240 Erzurum, Turkey; [Bolat, Ismail; Yildtrim, Serkan] Ataturk Univ, Vet Fac, Dept Pathol, TR-25240 Erzurum, Turkey; [Tozlu, Ozlem Ozdemir] Erzurum Tech Univ, Fac Sci, Dept Mol Biol & Genet, TR-25200 Erzurum, Turkey; [Sebhaoui, Jihad; Iqbal, Shazia] Drug Res & Dev Ctr, Trustlife Labs, Istanbul, Turkey; [Nielsen, Jens] Chalmers Univ Technol, Dept Biol & Biol Engn, Gothenburg, Sweden; [Turkez, Hasan] Ataturk Univ, Fac Med, Dept Med Biol, Erzurum, Turkey; [Mardinoglu, Adil] Kings Coll London, Fac Dent Oral & Craniofacial Sci, Ctr Host Microbiome Interact, London SE1 9RT, England | en_US |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | Q1 | |
| gdc.description.volume | 83 | en_US |
| gdc.description.woscitationindex | Science Citation Index Expanded | |
| gdc.description.wosquality | Q1 | |
| gdc.identifier.pmid | 35988463 | |
| gdc.identifier.wos | WOS:000861176800002 | |
| gdc.index.type | Scopus |
