1
|
Opačak S, Kovač MP, Landais C, Debeljak Ž, Golding TM, Smith GS, Brozovic A, Kirin SI. Dissimilar effect of organometallic ruthenium complexes on the viability of MDR and non-MDR experimental models. J Inorg Biochem 2024; 257:112614. [PMID: 38781850 DOI: 10.1016/j.jinorgbio.2024.112614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 05/15/2024] [Accepted: 05/15/2024] [Indexed: 05/25/2024]
Abstract
Ruthenium complexes containing triphenylphosphine diamide ligands were prepared, characterized, and tested for their biological activity against various cancer cell lines and the malaria parasite, Plasmodium falciparum. The effect of M (mono-substituted) and B (bis-substituted) complexes on the human cervical carcinoma (HeLa) cell line was investigated using the MTT assay. Five (B2, B3, B5, B6, and B13) of the 24 synthesized ruthenium complexes showed significant effects with IC50 values ranging between 0.3 and 2.3 μM. Evaluation of the potential biomolecular targets of B2 and B13 by fluorescence spectroscopy revealed relevant interactions with BSA and only a weak affinity for ctDNA. Complexes M2, B2, M13 and B13 were selected for further biological characterization. Their effect on the viability of two ovarian cancer cell lines was compared to normal cell lines, denoting their selectivity. Upon treatment of four different drug-resistant gynaecological cancer cell lines, differing in their multidrug-resistant phenotypes, the efficacy of the bis-substituted complexes was shown to be greater than their mono-substituted counterparts. The non-MDR cells are sensitive to all the tested complexes, compared to MDR cells which are less sensitive. Upon investigation of complexes M2, M13, B2, and B13 against sensitive and multidrug-resistant parasite strains of P. falciparum, the bis-substituted complexes were again shown to be the most potent, with submicromolar activity against both strains. Furthermore, the resistance indexes for the complexes were approximately equal to 1, which is at least 5-fold lower than chloroquine diphosphate, suggesting the ability of these complexes to retain their activity in resistant forms of the parasite.
Collapse
Affiliation(s)
- Saša Opačak
- Division of Materials Chemistry, Ruđer Bošković Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia
| | - Margareta Pernar Kovač
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia
| | - Corentin Landais
- Division of Materials Chemistry, Ruđer Bošković Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia
| | - Željko Debeljak
- Institute of Clinical Laboratory Diagnostics, University Hospital Centre Osijek, J. Huttlera 4, 31 000 Osijek, Croatia; Department of Pharmacology, Faculty of Medicine, JJ Strossmayer University of Osijek, J Huttlera 4, 31 000 Osijek, Croatia
| | - Taryn M Golding
- Department of Chemistry, University of Cape Town, Rondebosch, 7701, South Africa
| | - Gregory S Smith
- Department of Chemistry, University of Cape Town, Rondebosch, 7701, South Africa
| | - Anamaria Brozovic
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia.
| | - Srećko I Kirin
- Division of Materials Chemistry, Ruđer Bošković Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia.
| |
Collapse
|
2
|
Matić J, Piotrowski P, Vrban L, Kobetić R, Vianello R, Jurić I, Fabijanić I, Pernar Kovač M, Brozovic A, Piantanida I, Schmuck C, Radić Stojković M. Distinctive Nucleic Acid Recognition by Lysine-Embedded Phenanthridine Peptides. Int J Mol Sci 2024; 25:4866. [PMID: 38732083 PMCID: PMC11084427 DOI: 10.3390/ijms25094866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 04/25/2024] [Accepted: 04/27/2024] [Indexed: 05/13/2024] Open
Abstract
Three new phenanthridine peptide derivatives (19, 22, and 23) were synthesized to explore their potential as spectrophotometric probes for DNA and RNA. UV/Vis and circular dichroism (CD) spectra, mass spectroscopy, and computational analysis confirmed the presence of intramolecular interactions in all three compounds. Computational analysis revealed that compounds alternate between bent and open conformations, highlighting the latter's crucial influence on successful polynucleotide recognition. Substituting one glycine with lysine in two regioisomers (22, 23) resulted in stronger binding interactions with DNA and RNA than for a compound containing two glycines (19), thus emphasizing the importance of lysine. The regioisomer with lysine closer to the phenanthridine ring (23) exhibited a dual and selective fluorimetric response with non-alternating AT and ATT polynucleotides and induction of triplex formation from the AT duplex. The best binding constant (K) with a value of 2.5 × 107 M-1 was obtained for the interaction with AT and ATT polynucleotides. Furthermore, apart from distinguishing between different types of ds-DNA and ds-RNA, the same compound could recognize GC-rich DNA through distinct induced CD signals.
Collapse
Affiliation(s)
- Josipa Matić
- Laboratory for Biomolecular Interactions and Spectroscopy, Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička Cesta 54, 10000 Zagreb, Croatia; (J.M.); (R.K.); (I.J.); (I.F.); (I.P.)
| | - Patryciusz Piotrowski
- Institute for Organic Chemistry, University of Duisburg-Essen, Universitätsstrasse 7, 45141 Essen, Germany; (P.P.)
| | - Lucija Vrban
- Laboratory for the Computational Design and Synthesis of Functional Materials, Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička Cesta 54, 10000 Zagreb, Croatia; (L.V.); (R.V.)
| | - Renata Kobetić
- Laboratory for Biomolecular Interactions and Spectroscopy, Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička Cesta 54, 10000 Zagreb, Croatia; (J.M.); (R.K.); (I.J.); (I.F.); (I.P.)
| | - Robert Vianello
- Laboratory for the Computational Design and Synthesis of Functional Materials, Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička Cesta 54, 10000 Zagreb, Croatia; (L.V.); (R.V.)
| | - Ivona Jurić
- Laboratory for Biomolecular Interactions and Spectroscopy, Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička Cesta 54, 10000 Zagreb, Croatia; (J.M.); (R.K.); (I.J.); (I.F.); (I.P.)
| | - Ivana Fabijanić
- Laboratory for Biomolecular Interactions and Spectroscopy, Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička Cesta 54, 10000 Zagreb, Croatia; (J.M.); (R.K.); (I.J.); (I.F.); (I.P.)
| | - Margareta Pernar Kovač
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička Cesta 54, 10000 Zagreb, Croatia; (M.P.K.); (A.B.)
| | - Anamaria Brozovic
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička Cesta 54, 10000 Zagreb, Croatia; (M.P.K.); (A.B.)
| | - Ivo Piantanida
- Laboratory for Biomolecular Interactions and Spectroscopy, Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička Cesta 54, 10000 Zagreb, Croatia; (J.M.); (R.K.); (I.J.); (I.F.); (I.P.)
| | - Carsten Schmuck
- Institute for Organic Chemistry, University of Duisburg-Essen, Universitätsstrasse 7, 45141 Essen, Germany; (P.P.)
| | - Marijana Radić Stojković
- Laboratory for Biomolecular Interactions and Spectroscopy, Division of Organic Chemistry and Biochemistry, Ruđer Bošković Institute, Bijenička Cesta 54, 10000 Zagreb, Croatia; (J.M.); (R.K.); (I.J.); (I.F.); (I.P.)
| |
Collapse
|
3
|
Pernar Kovač M, Tadić V, Kralj J, Milković Periša M, Orešković S, Babić I, Banović V, Zhang W, Culig Z, Brozovic A. MiRNA-mRNA integrative analysis reveals epigenetically regulated and prognostic miR-103a with a role in migration and invasion of carboplatin-resistant ovarian cancer cells that acquired mesenchymal-like phenotype. Biomed Pharmacother 2023; 166:115349. [PMID: 37634476 DOI: 10.1016/j.biopha.2023.115349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 08/07/2023] [Accepted: 08/19/2023] [Indexed: 08/29/2023] Open
Abstract
BACKGROUND DNA methylation, histone modifications, and miRNAs affect ovarian cancer (OC) progression and therapy response. PURPOSE Identification of epigenetically downregulated miRNAs in drug-resistant OC cell lines with a possible role in drug resistance and/or drug-induced mesenchymal-like phenotype. METHODS MiRNA profiling was performed on parental and carboplatin-resistant OC cells, MES-OV and MES-OV CBP. RT-qPCR validation, epigenetic modulation and other CBP-resistant OC cell lines were used to select miRNAs of interest. The integration of miRNA-predicted target genes and differentially expressed genes (DEGs), pathway and functional analysis were used for forecasting their biological role. Data mining was performed to determine their possible prognostic and predictive values. RESULTS MiRNA profiling revealed 48 downregulated miRNAs in OC cells whose drug sensitivity and metastatic potential were impacted by epigenetic modulators. Of the fourteen selected, nine were validated as changed, and seven of these restored their expression upon treatment with epigenetic inhibitors. Only three had similar expression patterns in other OC cell lines. MiRNA-mRNA integrative analysis resulted in 56 target DEGs. Pathway analysis revealed that these genes are involved in cell adhesion, migration, and invasion. The functional analysis confirmed the role of miR-103a-3p, miR-17-5p and miR-107 in cell invasion, while data mining showed their prognostic and predictive values. Only miR-103a-3p was epigenetically regulated at the constitutive level. CONCLUSION High throughput miRNA and cDNA profiling coupled with pathway analysis and data mining delivered evidence for miRNAs which can be epigenetically regulated in drug-resistant, mesenchymal-like OC cells as possible markers to combat therapy-induced short overall survival and tumor metastatic potential.
Collapse
Affiliation(s)
- Margareta Pernar Kovač
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia
| | - Vanja Tadić
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia
| | - Juran Kralj
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia
| | - Marija Milković Periša
- University Hospital Centre Zagreb, Department of Pathology and Cytology, Petrova ulica 13, HR-10000 Zagreb, Croatia; University of Zagreb, School of Medicine, Institute of Pathology, Šalata 10, HR-10000 Zagreb, Croatia
| | - Slavko Orešković
- Department of Obstetrics and Gynecology, University Hospital Center Zagreb, Petrova 13, HR-10000 Zagreb, Croatia
| | - Ivan Babić
- Department of Obstetrics and Gynecology, University Hospital Center Zagreb, Petrova 13, HR-10000 Zagreb, Croatia
| | - Vladimir Banović
- Department of Obstetrics and Gynecology, University Hospital Center Zagreb, Petrova 13, HR-10000 Zagreb, Croatia
| | - Wei Zhang
- Department of Engineering Mechanics, Dalian University of Technology, Linggong Road 2, 116024 Dalian, China
| | - Zoran Culig
- Department of Urology, Medical University of Innsbruck, Anichstrasse 35, A-6020 Innsbruck, Austria
| | - Anamaria Brozovic
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia.
| |
Collapse
|
4
|
Pernar Kovač M, Tadić V, Kralj J, Duran GE, Stefanelli A, Stupin Polančec D, Dabelić S, Bačić N, Tomicic MT, Heffeter P, Sikic BI, Brozovic A. Carboplatin-induced upregulation of pan β-tubulin and class III β-tubulin is implicated in acquired resistance and cross-resistance of ovarian cancer. Cell Mol Life Sci 2023; 80:294. [PMID: 37718345 PMCID: PMC11071939 DOI: 10.1007/s00018-023-04943-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 08/28/2023] [Accepted: 08/29/2023] [Indexed: 09/19/2023]
Abstract
Resistance to platinum- and taxane-based chemotherapy represents a major obstacle to long-term survival in ovarian cancer (OC) patients. Here, we studied the interplay between acquired carboplatin (CBP) resistance using two OC cell models, MES-OV CBP and SK-OV-3 CBP, and non-P-glycoprotein-mediated cross-resistance to paclitaxel (TAX) observed only in MES-OV CBP cells. Decreased platination, mesenchymal-like phenotype, and increased expression of α- and γ-tubulin were observed in both drug-resistant variants compared with parental cells. Both variants revealed increased protein expression of class III β-tubulin (TUBB3) but differences in TUBB3 branching and nuclear morphology. Transient silencing of TUBB3 sensitized MES-OV CBP cells to TAX, and surprisingly also to CBP. This phenomenon was not observed in the SK-OV-3 CBP variant, probably due to the compensation by other β-tubulin isotypes. Reduced TUBB3 levels in MES-OV CBP cells affected DNA repair protein trafficking and increased whole-cell platination level. Furthermore, TUBB3 depletion augmented therapeutic efficiency in additional OC cells, showing vice versa drug-resistant pattern, lacking β-tubulin isotype compensation visible at the level of total β-tubulin (TUBB) in vitro and ex vivo. In summary, the level of TUBB in OC should be considered together with TUBB3 in therapy response prediction.
Collapse
Affiliation(s)
- Margareta Pernar Kovač
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička Str. 54, 10000, Zagreb, Croatia
| | - Vanja Tadić
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička Str. 54, 10000, Zagreb, Croatia
| | - Juran Kralj
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička Str. 54, 10000, Zagreb, Croatia
| | - George E Duran
- Division of Oncology, Stanford University School of Medicine, 269 Campus Dr., 94305, Stanford, CA, USA
| | - Alessia Stefanelli
- Center for Cancer Research, Medical University of Vienna, Borschkegasse 8a, 1090, Vienna, Austria
| | | | - Sanja Dabelić
- Faculty of Pharmacy and Biochemistry, University of Zagreb, Ante Kovačića 1, 10000, Zagreb, Croatia
| | - Niko Bačić
- Division for Marine and Environmental Research, Ruđer Bošković Institute, Bijenička Str. 54, 10000, Zagreb, Croatia
| | - Maja T Tomicic
- Institute of Toxicology, University Medical Center Mainz, Obere Zahlbacher Str. 67, 55131, Mainz, Germany
| | - Petra Heffeter
- Center for Cancer Research, Medical University of Vienna, Borschkegasse 8a, 1090, Vienna, Austria
| | - Branimir I Sikic
- Division of Oncology, Stanford University School of Medicine, 269 Campus Dr., 94305, Stanford, CA, USA
| | - Anamaria Brozovic
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička Str. 54, 10000, Zagreb, Croatia.
| |
Collapse
|
5
|
Opačak S, Pernar Kovač M, Brozovic A, Piantanida I, Kirin SI. Turn-on fluorescence of ruthenium pyrene complexes in response to bovine serum albumin. Dalton Trans 2023; 52:11698-11704. [PMID: 37555301 DOI: 10.1039/d3dt02289g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/10/2023]
Abstract
Two novel pyrene triphenylphosphine ruthenium conjugates act as fluorescent turn-on beacons for serum albumin, being non-fluorescent in aqueous media but exhibiting strong emission upon binding to BSA. The selective cytotoxicity of the compounds against tumour cells is enhanced upon irradiation by UV-light, paving the way for application in photodynamic therapy under two-photon excitation.
Collapse
Affiliation(s)
- Saša Opačak
- Ruđer Boškovic Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia.
| | | | - Anamaria Brozovic
- Ruđer Boškovic Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia.
| | - Ivo Piantanida
- Ruđer Boškovic Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia.
| | - Srećko I Kirin
- Ruđer Boškovic Institute, Bijenička cesta 54, HR-10000 Zagreb, Croatia.
| |
Collapse
|
6
|
Kralj J, Pernar Kovač M, Dabelić S, Polančec DS, Wachtmeister T, Köhrer K, Brozovic A. Transcriptome analysis of newly established carboplatin-resistant ovarian cancer cell model reveals genes shared by drug resistance and drug-induced EMT. Br J Cancer 2023; 128:1344-1359. [PMID: 36717670 PMCID: PMC10050213 DOI: 10.1038/s41416-023-02140-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 12/20/2022] [Accepted: 01/04/2023] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND In ovarian cancer (OC) therapy, even initially responsive patients develop drug resistance. METHODS Here, we present an OC cell model composed of variants with differing degrees of acquired resistance to carboplatin (CBP), cross-resistance to paclitaxel, and CBP-induced metastatic properties (migration and invasion). Transcriptome data were analysed by two approaches identifying differentially expressed genes and CBP sensitivity-correlating genes. The impact of selected genes and signalling pathways on drug resistance and metastatic potential, along with their clinical relevance, was examined by in vitro and in silico approaches. RESULTS TMEM200A and PRKAR1B were recognised as potentially involved in both phenomena, also having high predictive and prognostic values for OC patients. CBP-resistant MES-OV CBP8 cells were more sensitive to PI3K/Akt/mTOR pathway inhibitors Rapamycin, Wortmannin, SB216763, and transcription inhibitor Triptolide compared with parental MES-OV cells. When combined with CBP, Rapamycin decreased the sensitivity of parental cells while Triptolide sensitised drug-resistant cells to CBP. Four PI3K/Akt/mTOR inhibitors reduced migration in both cell lines. CONCLUSIONS A newly established research model and two distinct transcriptome analysis approaches identified novel candidate genes enrolled in CBP resistance development and/or CBP-induced EMT and implied that one-gene targeting could be a better approach than signalling pathway inhibition for influencing both phenomena.
Collapse
Affiliation(s)
- Juran Kralj
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička cesta 54, Zagreb, Croatia
| | - Margareta Pernar Kovač
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička cesta 54, Zagreb, Croatia
| | - Sanja Dabelić
- Department of Biochemistry and Molecular Biology, Faculty of Pharmacy and Biochemistry, University of Zagreb, Ante Kovačića 1, Zagreb, Croatia
| | | | - Thorsten Wachtmeister
- Genomics and Transcriptomics Laboratory at the Biological and Medical Research Center (BMFZ), Heinrich-Heine-University Düsseldorf, Universitätsstraße 1, Düsseldorf, Germany
| | - Karl Köhrer
- Genomics and Transcriptomics Laboratory at the Biological and Medical Research Center (BMFZ), Heinrich-Heine-University Düsseldorf, Universitätsstraße 1, Düsseldorf, Germany
| | - Anamaria Brozovic
- Division of Molecular Biology, Ruđer Bošković Institute, Bijenička cesta 54, Zagreb, Croatia.
| |
Collapse
|