Araceli López-Tejada, Jose L Blaya-Cánovas, Francisca E Cara, Jesús Calahorra, César Ramírez-Tortosa, Isabel Blancas, Violeta Delgado-Almenta, Fabiola Muñoz-Parra, Marta Ávalos-Moreno, Ana Sánchez, Adrián González-González, Juan A Marchal, Carmen Griñán-Lisón, Sergio Granados-Principal
{"title":"基于特征的靶向药物类似于抑制tgf β诱导的NDRG1,可作为三阴性乳腺癌的潜在治疗方法。","authors":"Araceli López-Tejada, Jose L Blaya-Cánovas, Francisca E Cara, Jesús Calahorra, César Ramírez-Tortosa, Isabel Blancas, Violeta Delgado-Almenta, Fabiola Muñoz-Parra, Marta Ávalos-Moreno, Ana Sánchez, Adrián González-González, Juan A Marchal, Carmen Griñán-Lisón, Sergio Granados-Principal","doi":"10.7150/ijbs.112645","DOIUrl":null,"url":null,"abstract":"<p><p>There is an urgent need for new therapeutic strategies against aggressive triple-negative breast cancer (TNBC), and drug repurposing offers a promising, time- and cost-effective solution. We previously reported that TGFβ leads to the tumorigenic role of NDRG1 in TNBC. Here, we aimed to identify drugs that mimic the transcriptomic signature after the inhibition of TGFβ-induced NDRG1 and to determine their antitumor properties. The transcriptomic signature was obtained by RNA sequencing after gene silencing of TGFβ-induced <i>NDRG1</i> expression in TNBC cells. For the drug repositioning study, the transcriptome was further computationally analyzed by using the Connectivity Map tool. Efavirenz, ouabain, and vinburnine were selected as the repurposed drug candidates to evaluate their therapeutic potential in TNBC models as monotherapies and pairwise combinations. We determined that the candidate drugs significantly reduced tumor cell proliferation, cancer stem cells, self-renewal, clonogenic properties, and migration abilities in TNBC cell lines through the blockade of AKT. Importantly, we validated their translational potential in TNBC patient-derived xenograft organoids in combination with docetaxel. After validating that the drugs decreased p-AKT and Ki67, we demonstrated their antitumor activity in combination with docetaxel in organoids. In addition, drugs also showed efficacy in a docetaxel-resistant TNBC model, supporting their potential to overcome chemoresistance. In conclusion, these findings demonstrate the potential of efavirenz, ouabain, and vinburnine as repurposed agents capable of inhibiting TNBC cell proliferation, stemness, and migration. Their synergistic effects with docetaxel in organoid cultures further underscore their translational relevance and highlight a promising strategy for combination therapies to improve TNBC treatment.</p>","PeriodicalId":13762,"journal":{"name":"International Journal of Biological Sciences","volume":"21 9","pages":"3949-3967"},"PeriodicalIF":10.0000,"publicationDate":"2025-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12223764/pdf/","citationCount":"0","resultStr":"{\"title\":\"Signature-based repurposed drugs resemble the inhibition of TGFβ-induced NDRG1 as potential therapeutics for triple-negative breast cancer.\",\"authors\":\"Araceli López-Tejada, Jose L Blaya-Cánovas, Francisca E Cara, Jesús Calahorra, César Ramírez-Tortosa, Isabel Blancas, Violeta Delgado-Almenta, Fabiola Muñoz-Parra, Marta Ávalos-Moreno, Ana Sánchez, Adrián González-González, Juan A Marchal, Carmen Griñán-Lisón, Sergio Granados-Principal\",\"doi\":\"10.7150/ijbs.112645\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>There is an urgent need for new therapeutic strategies against aggressive triple-negative breast cancer (TNBC), and drug repurposing offers a promising, time- and cost-effective solution. We previously reported that TGFβ leads to the tumorigenic role of NDRG1 in TNBC. Here, we aimed to identify drugs that mimic the transcriptomic signature after the inhibition of TGFβ-induced NDRG1 and to determine their antitumor properties. The transcriptomic signature was obtained by RNA sequencing after gene silencing of TGFβ-induced <i>NDRG1</i> expression in TNBC cells. For the drug repositioning study, the transcriptome was further computationally analyzed by using the Connectivity Map tool. Efavirenz, ouabain, and vinburnine were selected as the repurposed drug candidates to evaluate their therapeutic potential in TNBC models as monotherapies and pairwise combinations. We determined that the candidate drugs significantly reduced tumor cell proliferation, cancer stem cells, self-renewal, clonogenic properties, and migration abilities in TNBC cell lines through the blockade of AKT. Importantly, we validated their translational potential in TNBC patient-derived xenograft organoids in combination with docetaxel. After validating that the drugs decreased p-AKT and Ki67, we demonstrated their antitumor activity in combination with docetaxel in organoids. In addition, drugs also showed efficacy in a docetaxel-resistant TNBC model, supporting their potential to overcome chemoresistance. In conclusion, these findings demonstrate the potential of efavirenz, ouabain, and vinburnine as repurposed agents capable of inhibiting TNBC cell proliferation, stemness, and migration. Their synergistic effects with docetaxel in organoid cultures further underscore their translational relevance and highlight a promising strategy for combination therapies to improve TNBC treatment.</p>\",\"PeriodicalId\":13762,\"journal\":{\"name\":\"International Journal of Biological Sciences\",\"volume\":\"21 9\",\"pages\":\"3949-3967\"},\"PeriodicalIF\":10.0000,\"publicationDate\":\"2025-06-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12223764/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Biological Sciences\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.7150/ijbs.112645\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q1\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Biological Sciences","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.7150/ijbs.112645","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Signature-based repurposed drugs resemble the inhibition of TGFβ-induced NDRG1 as potential therapeutics for triple-negative breast cancer.
There is an urgent need for new therapeutic strategies against aggressive triple-negative breast cancer (TNBC), and drug repurposing offers a promising, time- and cost-effective solution. We previously reported that TGFβ leads to the tumorigenic role of NDRG1 in TNBC. Here, we aimed to identify drugs that mimic the transcriptomic signature after the inhibition of TGFβ-induced NDRG1 and to determine their antitumor properties. The transcriptomic signature was obtained by RNA sequencing after gene silencing of TGFβ-induced NDRG1 expression in TNBC cells. For the drug repositioning study, the transcriptome was further computationally analyzed by using the Connectivity Map tool. Efavirenz, ouabain, and vinburnine were selected as the repurposed drug candidates to evaluate their therapeutic potential in TNBC models as monotherapies and pairwise combinations. We determined that the candidate drugs significantly reduced tumor cell proliferation, cancer stem cells, self-renewal, clonogenic properties, and migration abilities in TNBC cell lines through the blockade of AKT. Importantly, we validated their translational potential in TNBC patient-derived xenograft organoids in combination with docetaxel. After validating that the drugs decreased p-AKT and Ki67, we demonstrated their antitumor activity in combination with docetaxel in organoids. In addition, drugs also showed efficacy in a docetaxel-resistant TNBC model, supporting their potential to overcome chemoresistance. In conclusion, these findings demonstrate the potential of efavirenz, ouabain, and vinburnine as repurposed agents capable of inhibiting TNBC cell proliferation, stemness, and migration. Their synergistic effects with docetaxel in organoid cultures further underscore their translational relevance and highlight a promising strategy for combination therapies to improve TNBC treatment.
期刊介绍:
The International Journal of Biological Sciences is a peer-reviewed, open-access scientific journal published by Ivyspring International Publisher. It dedicates itself to publishing original articles, reviews, and short research communications across all domains of biological sciences.