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El-Gamil DS, Zaky MY, Maximous PM, Sharaky M, El-Dessouki AM, Riad NM, Shaaban S, Abdel-Halim M, Al-Karmalawy AA. Exploring chromone-2-carboxamide derivatives for triple-negative breast cancer targeting EGFR, FGFR3, and VEGF pathways: Design, synthesis, and preclinical insights. Drug Dev Res 2024; 85:e22228. [PMID: 38952003 DOI: 10.1002/ddr.22228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Revised: 03/27/2024] [Accepted: 06/17/2024] [Indexed: 07/03/2024]
Abstract
Chromone-based compounds have established cytotoxic, antiproliferative, antimetastatic, and antiangiogenic effects on various cancer cell types via modulating different molecular targets. Herein, 17 novel chromone-2-carboxamide derivatives were synthesized and evaluated for their in vitro anticancer activity against 15 human cancer cell lines. Among the tested cell lines, MDA-MB-231, the triple-negative breast cancer cell line, was found to be the most sensitive, where the N-(2-furylmethylene) (15) and the α-methylated N-benzyl (17) derivatives demonstrated the highest growth inhibition with GI50 values of 14.8 and 17.1 μM, respectively. In vitro mechanistic studies confirmed the significant roles of compounds 15 and 17 in the induction of apoptosis and suppression of EGFR, FGFR3, and VEGF protein levels in MDA-MB-231 cancer cells. Moreover, compound 15 exerted cell cycle arrest at both the G0-G1 and G2-M phases. The in vivo efficacy of compound 15 as an antitumor agent was further investigated in female mice bearing Solid Ehrlich Carcinoma. Notably, administration of compound 15 resulted in a marked decrease in both tumor weight and volume, accompanied by improvements in biochemical, hematological, histological, and immunohistochemical parameters that verified the repression of both angiogenesis and inflammation as additional Anticancer mechanisms. Moreover, the binding interactions of compounds 15 and 17 within the binding sites of all three target receptors (EGFR, FGFR3, and VEGF) were clearly illustrated using molecular docking.
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Affiliation(s)
- Dalia S El-Gamil
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Ahram Canadian University, Giza, Egypt
| | - Mohamed Y Zaky
- Zoology Department, Molecular Physiology Division, Faculty of Science, Beni-Suef University, Beni Suef, Egypt
| | - Patrick M Maximous
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy and Biotechnology, German University in Cairo, Cairo, Egypt
| | - Marwa Sharaky
- Cancer Biology Department, Pharmacology Unit, National Cancer Institute (NCI), Cairo University, Cairo, Egypt
- Biochemistry Department, Faculty of Pharmacy, Ahram Canadian University, Giza, Egypt
| | - Ahmed M El-Dessouki
- Pharmacology and Toxicology Department, Faculty of Pharmacy, Ahram Canadian University, Giza, Egypt
| | - Noura M Riad
- Department of Chemistry, School of Life and Medical Sciences, New Administrative Capital, University of Hertfordshire hosted by Global Academic Foundation, Cairo, Egypt
| | - Saad Shaaban
- Department of Chemistry, College of Science, King Faisal University, Al-Ahsa, Saudi Arabia
- Organic Chemistry Division, Department of Chemistry, College of Science, Mansoura University, Mansoura, Egypt
| | - Mohammad Abdel-Halim
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy and Biotechnology, German University in Cairo, Cairo, Egypt
| | - Ahmed A Al-Karmalawy
- Pharmaceutical Chemistry Department, Faculty of Pharmacy, Ahram Canadian University, Giza, Egypt
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Horus University-Egypt, New Damietta, Egypt
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Li Y, Luo B, Lin X, Bai D, Li L, Gao D, Li X, Zhong X, Wei Y, Yang L, Zhu X, Han L, Tian H, Zhang R, Wang P. 20(R)-Panaxatriol enhances METTL3-mediated m 6A modification of STUB1 to inhibit autophagy and exert antitumor effects in Triple-Negative Breast Cancer cells. PHYTOMEDICINE : INTERNATIONAL JOURNAL OF PHYTOTHERAPY AND PHYTOPHARMACOLOGY 2024; 130:155537. [PMID: 38823344 DOI: 10.1016/j.phymed.2024.155537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Revised: 01/31/2024] [Accepted: 03/13/2024] [Indexed: 06/03/2024]
Abstract
BACKGROUND Aberrant activation of autophagy in triple-negative breast cancer (TNBC) has led researchers to investigate potential therapeutic strategies targeting this process. The regulation of autophagy is significantly influenced by METTL3. Our previous research has shown that the Panax ginseng-derived compound, 20(R)-panaxatriol (PT), has potential as an anti-tumor agent. However, it remains unclear whether PT can modulate autophagy through METTL3 to exert its anti-tumor effects. OBJECTIVE Our objective is to investigate whether PT can regulate autophagy in TNBC cells and elucidate the molecular mechanisms. STUDY DESIGN For in vitro experiments, we employed SUM-159-PT and MDA-MB-231 cells. While in vivo experiments involved BALB/c nude mice and NOD/SCID mice. METHODS In vitro, TNBC cells were treated with PT, and cell lines with varying expression levels of METTL3 were established. We assessed the impact on tumor cell activity and autophagy by analyzing autophagic flux, Western Blot (WB), and methylation levels. In vivo, subcutaneous transplantation models were established in BALB/c nude and NOD/SCID mice to observe the effect of PT on TNBC growth. HE staining and immunofluorescence were employed to analyze histopathological changes in tumor tissues. MeRIP-seq and dual-luciferase reporter gene assays were used to identify key downstream targets. Additionally, the silencing of STIP1 Homology And U-Box Containing Protein 1 (STUB1) explored PT's effects. The mechanism of PT's action on STUB1 via METTL3 was elucidated through mRNA stability assays, mRNA alternative splicing analysis, and nuclear-cytoplasmic mRNA separation. RESULTS In both in vivo and in vitro experiments, it was discovered that PT significantly upregulates the expression of METTL3, leading to autophagy inhibition and therapeutic effects in TNBC. Simultaneously, through MeRIP-seq analysis and dual-luciferase reporter gene assays, we have demonstrated that PT modulates STUB1 via METTL3, influencing autophagy in TNBC cells. Furthermore, intriguingly, PT extends the half-life of STUB1 mRNA by enhancing its methylation modification, thereby enhancing its stability. CONCLUSION In summary, our research reveals that PT increases STUB1 m6A modification through a METTL3-mediated mechanism in TNBC cells, inhibiting autophagy and further accentuating its anti-tumor properties. Our study provides novel mechanistic insights into TNBC pathogenesis and potential drug targets for TNBC.
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Affiliation(s)
- Yan Li
- College of Traditional Chinese Medicine, Jinan University, Guangzhou, Guangdong 510630, PR China
| | - Bingjie Luo
- College of Pharmacy, Jinan University, Guangzhou, Guangdong 510630, PR China
| | - Xuan Lin
- The 8th Clinical Medical College of Guangzhou University of Chinese Medicine, Foshan 528000, PR China
| | - Donghui Bai
- College of Traditional Chinese Medicine, Jinan University, Guangzhou, Guangdong 510630, PR China
| | - Lingyu Li
- Cancer Research Institute, Jinan University, Guangzhou, Guangdong 510630, PR China; Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization, Jinan University, Guangzhou, Guangdong,510630, PR China; College of Pharmacy, Jinan University, Guangzhou, Guangdong 510630, PR China
| | - Duan Gao
- College of Pharmacy, Jinan University, Guangzhou, Guangdong 510630, PR China
| | - Xiaoyun Li
- College of Pharmacy, Jinan University, Guangzhou, Guangdong 510630, PR China
| | - Xianxun Zhong
- The 8th Clinical Medical College of Guangzhou University of Chinese Medicine, Foshan 528000, PR China
| | - Yaru Wei
- The 8th Clinical Medical College of Guangzhou University of Chinese Medicine, Foshan 528000, PR China
| | - Li Yang
- Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization, Jinan University, Guangzhou, Guangdong,510630, PR China; College of Pharmacy, Jinan University, Guangzhou, Guangdong 510630, PR China
| | - Xiaofeng Zhu
- College of Traditional Chinese Medicine, Jinan University, Guangzhou, Guangdong 510630, PR China; Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization, Jinan University, Guangzhou, Guangdong,510630, PR China
| | - Li Han
- First Affiliated Hospital of Jinan University, Guangzhou, Guangdong 510630, PR China
| | - Huaqin Tian
- Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong 528000, PR China.
| | - Ronghua Zhang
- Cancer Research Institute, Jinan University, Guangzhou, Guangdong 510630, PR China; Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization, Jinan University, Guangzhou, Guangdong,510630, PR China; College of Pharmacy, Jinan University, Guangzhou, Guangdong 510630, PR China.
| | - Panpan Wang
- Cancer Research Institute, Jinan University, Guangzhou, Guangdong 510630, PR China; Guangdong Provincial Key Laboratory of Traditional Chinese Medicine Informatization, Jinan University, Guangzhou, Guangdong,510630, PR China; First Affiliated Hospital of Jinan University, Guangzhou, Guangdong 510630, PR China.
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3
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Confalonieri S, Matoskova B, Pennisi R, Martino F, De Mario A, Miloro G, Montani F, Rotta L, Ferrari ME, Gilardi L, Ceci F, Grana CM, Rizzuto R, Mammucari C, Di Fiore PP, Lanzetti L. A PET-Surrogate Signature for the Interrogation of the Metabolic Status of Breast Cancers. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2308255. [PMID: 38757578 PMCID: PMC11267279 DOI: 10.1002/advs.202308255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 05/07/2024] [Indexed: 05/18/2024]
Abstract
Metabolic alterations in cancers can be exploited for diagnostic, prognostic, and therapeutic purposes. This is exemplified by 18F-fluorodeoxyglucose (FDG)-positron emission tomography (FDG-PET), an imaging tool that relies on enhanced glucose uptake by tumors for diagnosis and staging. By performing transcriptomic analysis of breast cancer (BC) samples from patients stratified by FDG-PET, a 54-gene signature (PETsign) is identified that recapitulates FDG uptake. PETsign is independently prognostic of clinical outcome in luminal BCs, the most common and heterogeneous BC molecular subtype, which requires improved stratification criteria to guide therapeutic decision-making. The prognostic power of PETsign is stable across independent BC cohorts and disease stages including the earliest BC stage, arguing that PETsign is an ab initio metabolic signature. Transcriptomic and metabolomic analysis of BC cells reveals that PETsign predicts enhanced glycolytic dependence and reduced reliance on fatty acid oxidation. Moreover, coamplification of PETsign genes occurs frequently in BC arguing for their causal role in pathogenesis. CXCL8 and EGFR signaling pathways feature strongly in PETsign, and their activation in BC cells causes a shift toward a glycolytic phenotype. Thus, PETsign serves as a molecular surrogate for FDG-PET that could inform clinical management strategies for BC patients.
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Affiliation(s)
| | | | - Rosa Pennisi
- Department of OncologyUniversity of Torino Medical SchoolCandioloTurin10060Italy
- Candiolo Cancer InstituteFPO‐IRCCSStr. Provinciale 142 km 3.95, CandioloTurin10060Italy
| | - Flavia Martino
- Department of OncologyUniversity of Torino Medical SchoolCandioloTurin10060Italy
- Candiolo Cancer InstituteFPO‐IRCCSStr. Provinciale 142 km 3.95, CandioloTurin10060Italy
| | - Agnese De Mario
- Department of Biomedical SciencesUniversity of PaduaVia U. Bassi 58/BPadua35131Italy
| | - Giorgia Miloro
- IEOEuropean Institute of Oncology IRCCSVia Ripamonti 435Milan20141Italy
| | - Francesca Montani
- IEOEuropean Institute of Oncology IRCCSVia Ripamonti 435Milan20141Italy
| | - Luca Rotta
- IEOEuropean Institute of Oncology IRCCSVia Ripamonti 435Milan20141Italy
| | | | - Laura Gilardi
- IEOEuropean Institute of Oncology IRCCSVia Ripamonti 435Milan20141Italy
| | - Francesco Ceci
- IEOEuropean Institute of Oncology IRCCSVia Ripamonti 435Milan20141Italy
- Department of Oncology and Haemato‐OncologyUniversity of MilanMilan20142Italy
| | | | - Rosario Rizzuto
- Department of Biomedical SciencesUniversity of PaduaVia U. Bassi 58/BPadua35131Italy
| | - Cristina Mammucari
- Department of Biomedical SciencesUniversity of PaduaVia U. Bassi 58/BPadua35131Italy
| | - Pier Paolo Di Fiore
- IEOEuropean Institute of Oncology IRCCSVia Ripamonti 435Milan20141Italy
- Department of Oncology and Haemato‐OncologyUniversity of MilanMilan20142Italy
| | - Letizia Lanzetti
- Department of OncologyUniversity of Torino Medical SchoolCandioloTurin10060Italy
- Candiolo Cancer InstituteFPO‐IRCCSStr. Provinciale 142 km 3.95, CandioloTurin10060Italy
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Volmer LL, Dannehl D, Matovina S, Taran FA, Walter CB, Wallwiener M, Brucker SY, Hartkopf AD, Engler T. Comparing the HER2 Status of the Primary Tumor to That of Disseminated Tumor Cells in Early Breast Cancer. Int J Mol Sci 2024; 25:5910. [PMID: 38892097 PMCID: PMC11173203 DOI: 10.3390/ijms25115910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Revised: 05/21/2024] [Accepted: 05/26/2024] [Indexed: 06/21/2024] Open
Abstract
Breast cancer remains a leading cause of cancer mortality in women globally. Despite advancements in systemic therapy, the risk of distant recurrence persists even after such treatment and may be linked to disseminated tumor cells (DTCs). Variability in molecular characteristics between primary tumors (PTs) and distant metastases underscores the need to comprehensively understand metastatic pathways. This retrospective study investigated discrepancies between HER2 expression in PTs and DTCs and their implications for survival outcomes in 201 early breast cancer (EBC) patients. We found a significant association between HER2 expression in PTs and DTCs when classifying tumors as HER2-high/low/negative. Patients whose HER2 status was discordant between PTs and DTCs exhibited worse distant disease-free survival than those with concordant status. Multivariate analysis confirmed the HER2 status of DTCs as an independent prognostic factor for distant DFS. These findings emphasize the importance of assessing HER2 expression in DTCs and its potential implications for tailored therapy strategies in EBC. Furthermore, prospective trials are needed to validate these findings and explore targeted therapies based on the molecular characteristics of DTCs.
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Affiliation(s)
- Léa Louise Volmer
- Department of Women’s Health, Tübingen University, 72076 Tübingen, Germany; (D.D.); (S.M.); (C.B.W.); (S.Y.B.); (A.D.H.); (T.E.)
| | - Dominik Dannehl
- Department of Women’s Health, Tübingen University, 72076 Tübingen, Germany; (D.D.); (S.M.); (C.B.W.); (S.Y.B.); (A.D.H.); (T.E.)
| | - Sabine Matovina
- Department of Women’s Health, Tübingen University, 72076 Tübingen, Germany; (D.D.); (S.M.); (C.B.W.); (S.Y.B.); (A.D.H.); (T.E.)
| | - Florin-Andrei Taran
- Department for Gynecology and Obstetrics, Freiburg University, 79085 Freiburg im Breisgau, Germany;
| | - Christina Barbara Walter
- Department of Women’s Health, Tübingen University, 72076 Tübingen, Germany; (D.D.); (S.M.); (C.B.W.); (S.Y.B.); (A.D.H.); (T.E.)
| | - Markus Wallwiener
- Department for Gynecology and Obstetrics, University Medical Center Halle, 06120 Halle (Saale), Germany;
| | - Sara Yvonne Brucker
- Department of Women’s Health, Tübingen University, 72076 Tübingen, Germany; (D.D.); (S.M.); (C.B.W.); (S.Y.B.); (A.D.H.); (T.E.)
| | - Andreas Daniel Hartkopf
- Department of Women’s Health, Tübingen University, 72076 Tübingen, Germany; (D.D.); (S.M.); (C.B.W.); (S.Y.B.); (A.D.H.); (T.E.)
| | - Tobias Engler
- Department of Women’s Health, Tübingen University, 72076 Tübingen, Germany; (D.D.); (S.M.); (C.B.W.); (S.Y.B.); (A.D.H.); (T.E.)
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5
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Brugnoli F, Dell’Aira M, Tedeschi P, Grassilli S, Pierantoni M, Foschi R, Bertagnolo V. Effects of Garlic on Breast Tumor Cells with a Triple Negative Phenotype: Peculiar Subtype-Dependent Down-Modulation of Akt Signaling. Cells 2024; 13:822. [PMID: 38786044 PMCID: PMC11119207 DOI: 10.3390/cells13100822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 04/30/2024] [Accepted: 05/09/2024] [Indexed: 05/25/2024] Open
Abstract
Breast cancer includes tumor subgroups with morphological, molecular, and clinical differences. Intrinsic heterogeneity especially characterizes breast tumors with a triple negative phenotype, often leading to the failure of even the most advanced therapeutic strategies. To improve breast cancer treatment, the use of natural agents to integrate conventional therapies is the subject of ever-increasing attention. In this context, garlic (Allium sativum) shows anti-cancerous potential, interfering with the proliferation, motility, and malignant progression of both non-invasive and invasive breast tumor cells. As heterogeneity could be at the basis of variable effects, the main objective of our study was to evaluate the anti-tumoral activity of a garlic extract in breast cancer cells with a triple negative phenotype. Established triple negative breast cancer (TNBC) cell lines from patient-derived xenografts (PDXs) were used, revealing subtype-dependent effects on morphology, cell cycle, and invasive potential, correlated with the peculiar down-modulation of Akt signaling, a crucial regulator in solid tumors. Our results first demonstrate that the effects of garlic on TNBC breast cancer are not unique and suggest that only more precise knowledge of the mechanisms activated by this natural compound in each tumor will allow for the inclusion of garlic in personalized therapeutic approaches to breast cancer.
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Affiliation(s)
- Federica Brugnoli
- Department of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy; (F.B.); (M.D.); (M.P.); (R.F.)
| | - Marcello Dell’Aira
- Department of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy; (F.B.); (M.D.); (M.P.); (R.F.)
| | - Paola Tedeschi
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, 44121 Ferrara, Italy;
| | - Silvia Grassilli
- Department of Environmental Sciences and Prevention and LTTA Centre, University of Ferrara, 44121 Ferrara, Italy
| | - Marina Pierantoni
- Department of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy; (F.B.); (M.D.); (M.P.); (R.F.)
| | - Rebecca Foschi
- Department of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy; (F.B.); (M.D.); (M.P.); (R.F.)
| | - Valeria Bertagnolo
- Department of Translational Medicine, University of Ferrara, 44121 Ferrara, Italy; (F.B.); (M.D.); (M.P.); (R.F.)
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6
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Feng K, Di Y, Han M, Yan W, Wang Y. SORBS1 inhibits epithelial to mesenchymal transition (EMT) of breast cancer cells by regulating PI3K/AKT signaling and macrophage phenotypic polarization. Aging (Albany NY) 2024; 16:4789-4810. [PMID: 38451194 PMCID: PMC10968685 DOI: 10.18632/aging.205632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 01/23/2024] [Indexed: 03/08/2024]
Abstract
This study aimed to explore the regulatory role of SORBS1 in macrophage polarization and the PI3K/AKT signaling pathway, as well as analyze its mechanism in epithelial-mesenchymal transition (EMT) of breast cancer cells. We established SORBS1-overexpressing and knockout cell lines and verified the effects of SORBS1 on cell viability, invasion, and migration by phenotyping experiments and assaying the expression of associated proteins. Furthermore, we established a breast cancer cell and macrophage co-culture system to validate the effect of SORBS1 expression on macrophage polarization and killing of breast cancer cells. Bioinformatics analysis showed that SORBS1 was lowly expressed in breast cancer (BRCA) samples and highly expressed in healthy tissues. Decreased SORBS1 expression was associated with poor prognosis, and the PI3K/AKT signaling pathway was the most significantly enriched pathway. In vitro experiments showed that high expression of SORBS1 inhibited the migration of breast cancer cells, as well as the PI3K/AKT signaling pathway, and blocked EMT of these cells. In addition, SORBS1 induced macrophage polarization to the M1-type and enhanced the killing effect on breast cancer cells in the co-culture system. In conclusion, we successfully verified that SORBS1 inhibits the invasion and migration of breast cancer cells, induces macrophage M1-type polarization, and blocks EMT of breast cancer cells, and it may act by regulating the PI3K/AKT signaling pathway.
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Affiliation(s)
- Kai Feng
- Department of Surgical, Hebei Medical University, Shijiazhuang 050011, Hebei, China
- Breast Surgery, The First Hospital of Qinhuangdao, Qinhuangdao 066600, Hebei, China
| | - Ya Di
- Department of Oncology, The First Hospital of Qinhuangdao, Qinhuangdao 066600, Hebei, China
| | - Meng Han
- Breast Surgery, The First Hospital of Qinhuangdao, Qinhuangdao 066600, Hebei, China
| | - Weitao Yan
- Breast Surgery, The First Hospital of Qinhuangdao, Qinhuangdao 066600, Hebei, China
| | - Yimin Wang
- Department of Surgical, Hebei Medical University, Shijiazhuang 050011, Hebei, China
- Department of General Surgery, The First Hospital of Qinhuangdao, Qinhuangdao 066600, Hebei, China
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7
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Kargbo RB. Innovations in Precision Oncology: Biomarker-Driven Approaches for Enhanced Cancer Therapy. ACS Med Chem Lett 2024; 15:169-170. [PMID: 38352835 PMCID: PMC10860168 DOI: 10.1021/acsmedchemlett.4c00002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Indexed: 02/16/2024] Open
Abstract
Precision oncology is revolutionized by targeted therapies like talazoparib, a PARP inhibitor, leveraging advanced understanding of DNA repair mechanisms such as ribonucleotide excision repair and homologous recombination repair. CRISPR-Cas technology has been pivotal in unraveling these pathways, facilitating personalized treatment strategies. The identification of genomic loss of heterozygosity as a biomarker targets HRR-deficient cancers, enhancing talazoparib's efficacy. These breakthroughs represent a significant advancement in precision medicine, offering more effective, individualized cancer therapies.
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Cerbelli B, Cirillo A, Pomati G, Pernazza A, Ascione A, Pisegna S, Pisano A, Leopizzi M, Pignataro MG, Costarelli L, Mulè A, Vecchione A, Catalano P, Coppola L, Perrone G, Perracchio L, Anemona L, Mastracchio A, Nardi S, Reitano R, Massari A, Grillo LR, Liberati F, Della Rocca C, Marchetti P, Botticelli A, D'Amati G. PD-L1 testing in metastatic triple negative breast cancer: Results of an Italian survey. TUMORI JOURNAL 2024; 110:44-48. [PMID: 37726962 DOI: 10.1177/03008916231196781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
BACKGROUND Immunotherapy has revolutionized the approach to metastatic triple-negative breast cancers. Atezolizumab was approved for patients with metastatic triple-negative breast cancers whose tumors express PD-L1, determined by SP 142 assay. To assess the availability and practice of SP142 test we administered a survey to all the 15 pathology departments of the Lazio Region during a six-month period. METHODS The survey comprised 12 questions regarding the availability of SP142 in the pathology departments, the percentage of positive tests, the difficulties of pathologists in cases close to cut-off value and the tested samples. RESULTS The SP142 assay was available in only eight centers. In case of positive result, most centers (5/8, 62.5%) reported values of PD-L1 expression ranging from > 1 to ⩽ 5%, with values close to the cut-off point (⩾ 1% or < 1%) being the greatest challenge.Most of the centers (6/8, 75%) tested material from both their own and other hospitals. In most centers, the evaluations were performed either on primary tumors or metastasis, in particular lymph nodes (5/8, 62.5%), followed by lung (3/8, 37.5%) and liver (1/8, 12.5%) metastasis. CONCLUSION Our results raise some important issues concerning the evaluation of PD-L1 in the "real-life" setting, providing strategies for its implementation.
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Affiliation(s)
- Bruna Cerbelli
- Department of Medico-Surgical Sciences and Biotechnology, Polo Pontino, Sapienza University of Roma, Lazio, Italy
| | - Alessio Cirillo
- Department of Experimental Medicine, Sapienza University of Rome, Lazio, Italy
- Department of Radiological, Oncological and Anatomo-pathological Science, Sapienza University of Roma, Lazio, Italy
| | - Giulia Pomati
- Department of Molecular Medicine, Sapienza University of Rome, Lazio, Italy
| | - Angelina Pernazza
- Department of Medico-Surgical Sciences and Biotechnology, Polo Pontino, Sapienza University of Roma, Lazio, Italy
| | - Andrea Ascione
- Department of Radiological, Oncological and Anatomo-pathological Science, Sapienza University of Roma, Lazio, Italy
| | - Simona Pisegna
- Department of Experimental Medicine, Sapienza University of Rome, Lazio, Italy
- Department of Radiological, Oncological and Anatomo-pathological Science, Sapienza University of Roma, Lazio, Italy
| | - Annalinda Pisano
- Department of Radiological, Oncological and Anatomo-pathological Science, Sapienza University of Roma, Lazio, Italy
| | - Martina Leopizzi
- Department of Medico-Surgical Sciences and Biotechnology, Polo Pontino, Sapienza University of Roma, Lazio, Italy
| | - Maria Gemma Pignataro
- Department of Radiological, Oncological and Anatomo-pathological Science, Sapienza University of Roma, Lazio, Italy
| | | | - Antonino Mulè
- Breast Unit Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Andrea Vecchione
- Department of Clinical and Molecular Medicine, Pathology Unit, Sant'Andrea Hospital, Sapienza University of Rome, Lazio, Italy
| | - Piera Catalano
- Department of Pathology, San Giovanni Calibita Fatebenefratelli Hospital, Rome, Lazio, Italy
| | - Luigi Coppola
- Unit of Anatomy, Pathological Histology and Diagnostic Cytology, Department of Diagnostic and Pharma-Ceutical Services, Sandro Pertini Hospital, Rome, Italy
| | - Giuseppe Perrone
- Campus Bio-Medico University Hospital Foundation of Rome, Rome, Lazio, Italy
| | - Letizia Perracchio
- Pathology Department, IRCCS Regina Elena National Cancer Institute, Rome, Emilia-Romagna, Italy
| | - Lucia Anemona
- Department of Experimental Medicine, Pathology Unit, Tor Vergata University, Rome, Italy
| | | | - Stefano Nardi
- Department of Pathology, S. Maria Goretti Hospital, Latina, Italy
| | - Renato Reitano
- Department of Pathology, Spaziani Hospital, Frosinone, Italy
| | - Annalisa Massari
- Department of Pathology, Belcolle Hospital, Rome, Viterbo, Italy
| | | | - Fabrizio Liberati
- Department of Anatomic Pathology and Histology, San Camillo De Lellis Hospital, Rieti, Italy
| | - Carlo Della Rocca
- Department of Medico-Surgical Sciences and Biotechnology, Polo Pontino, Sapienza University of Roma, Lazio, Italy
| | | | - Andrea Botticelli
- Department of Radiological, Oncological and Anatomo-pathological Science, Sapienza University of Roma, Lazio, Italy
| | - Giulia D'Amati
- Department of Radiological, Oncological and Anatomo-pathological Science, Sapienza University of Roma, Lazio, Italy
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Pang J, Li H, Zhang X, Luo Z, Chen Y, Zhao H, Lv H, Zheng H, Fu Z, Tang W, Sheng M. Application of Novel Transcription Factor Machine Learning Model and Targeted Drug Combination Therapy Strategy in Triple Negative Breast Cancer. Int J Mol Sci 2023; 24:13497. [PMID: 37686305 PMCID: PMC10487460 DOI: 10.3390/ijms241713497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 08/17/2023] [Accepted: 08/27/2023] [Indexed: 09/10/2023] Open
Abstract
Transcription factors (TFs) have been shown to play a key role in the occurrence and development of tumors, including triple-negative breast cancer (TNBC), with a worse prognosis. Machine learning is widely used for establishing prediction models and screening key tumor drivers. Current studies lack TF integration in TNBC, so targeted research on TF prognostic models and targeted drugs is beneficial to improve clinical translational application. The purpose of this study was to use the Least Absolute Shrinkage and Selection Operator to build a prognostic TFs model after cohort normalization based on housekeeping gene expression levels. Potential targeted drugs were then screened on the basis of molecular docking, and a multi-drug combination strategy was used for both in vivo and in vitro experimental studies. The machine learning model of TFs built by E2F8, FOXM1, and MYBL2 has broad applicability, with an AUC value of up to 0.877 at one year. As a high-risk clinical factor, its abnormal disorder may lead to upregulation of the activity of pathways related to cell proliferation. This model can also be used to predict the adverse effects of immunotherapy in patients with TNBC. Molecular docking was used to screen three drugs that target TFs: Trichostatin A (TSA), Doxorubicin (DOX), and Calcitriol. In vitro and in vivo experiments showed that TSA + DOX was able to effectively reduce DOX dosage, and TSA + DOX + Calcitriol may be able to effectively reduce the toxic side effects of DOX on the heart. In conclusion, the machine learning model based on three TFs provides new biomarkers for clinical and prognostic diagnosis of TNBC, and the combination targeted drug strategy offers a novel research perspective for TNBC treatment.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Wenru Tang
- Laboratory of Molecular Genetics of Aging & Tumor, Medicine School, Kunming University of Science and Technology, Kunming 650500, China; (J.P.); (H.L.)
| | - Miaomiao Sheng
- Laboratory of Molecular Genetics of Aging & Tumor, Medicine School, Kunming University of Science and Technology, Kunming 650500, China; (J.P.); (H.L.)
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