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Lepiarczyk E, Maździarz M, Paukszto Ł, Bossowska A, Majewski M, Kaleczyc J, Łopieńska-Biernat E, Jaśkiewicz Ł, Skowrońska A, Skowroński MT, Majewska M. Transcriptomic Characterization of the Porcine Urinary Bladder Trigone Following Intravesical Administration of Resiniferatoxin: Insights from High-Throughput Sequencing. Toxins (Basel) 2025; 17:127. [PMID: 40137900 PMCID: PMC11946646 DOI: 10.3390/toxins17030127] [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: 01/29/2025] [Revised: 02/23/2025] [Accepted: 03/04/2025] [Indexed: 03/29/2025] Open
Abstract
Resiniferatoxin (RTX), a potent capsaicin analog, is being investigated as a therapeutic agent for neurogenic conditions, particularly those affecting bladder control. However, the transcriptomic effects of RTX on the urinary bladder remain largely unexplored. This study aimed to characterize the transcriptomic changes in the porcine urinary bladder trigone region removed seven days post-treatment with intravesical RTX administration (500 nmol per animal in 60 mL of 5% aqueous solution of ethyl alcohol). High-throughput sequencing identified 126 differentially expressed genes (DEGs; 66 downregulated, 60 upregulated), 5 differentially expressed long non-coding RNAs (DELs), and 22 other RNAs, collectively involved in 175 gene ontology (GO) processes. Additionally, differential alternative splicing events (DASes) and single nucleotide variants (SNVs) were detected. RTX significantly modulated signaling pathways related to nerve growth and myelination. Changes in genes associated with synaptic plasticity and neuromodulation were observed, particularly within serotoninergic and cholinergic signaling. RTX altered the expression of immune-related genes, particularly those involved in chemokine signaling and immune regulation. Notably, altered gene expression patterns suggest a potential anti-cancer role for RTX. These findings provide new insights into RTX's therapeutic effects beyond TRPV1 receptor interactions, filling a critical gap in our understanding of its molecular impact on bladder tissue.
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Affiliation(s)
- Ewa Lepiarczyk
- Department of Human Physiology and Pathophysiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, 10-082 Olsztyn, Poland; (A.B.); (M.M.); (Ł.J.); (A.S.); (M.M.)
| | - Mateusz Maździarz
- Department of Botany and Nature Protection, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, 10-719 Olsztyn, Poland; (M.M.); (Ł.P.)
| | - Łukasz Paukszto
- Department of Botany and Nature Protection, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, 10-719 Olsztyn, Poland; (M.M.); (Ł.P.)
| | - Agnieszka Bossowska
- Department of Human Physiology and Pathophysiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, 10-082 Olsztyn, Poland; (A.B.); (M.M.); (Ł.J.); (A.S.); (M.M.)
| | - Mariusz Majewski
- Department of Human Physiology and Pathophysiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, 10-082 Olsztyn, Poland; (A.B.); (M.M.); (Ł.J.); (A.S.); (M.M.)
| | - Jerzy Kaleczyc
- Department of Animal Anatomy, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, 10-719 Olsztyn, Poland;
| | - Elżbieta Łopieńska-Biernat
- Department of Biochemistry, Faculty of Biology and Biotechnology, University of Warmia and Mazury in Olsztyn, 10-719 Olsztyn, Poland;
| | - Łukasz Jaśkiewicz
- Department of Human Physiology and Pathophysiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, 10-082 Olsztyn, Poland; (A.B.); (M.M.); (Ł.J.); (A.S.); (M.M.)
| | - Agnieszka Skowrońska
- Department of Human Physiology and Pathophysiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, 10-082 Olsztyn, Poland; (A.B.); (M.M.); (Ł.J.); (A.S.); (M.M.)
| | - Mariusz T. Skowroński
- Department of Basic and Preclinical Sciences, Institute for Veterinary Medicine, Faculty of Biological and Veterinary Sciences, Nicolaus Copernicus University, 87-100 Torun, Poland;
| | - Marta Majewska
- Department of Human Physiology and Pathophysiology, School of Medicine, Collegium Medicum, University of Warmia and Mazury in Olsztyn, 10-082 Olsztyn, Poland; (A.B.); (M.M.); (Ł.J.); (A.S.); (M.M.)
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2
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Bragina EY, Gomboeva DE, Saik OV, Ivanisenko VA, Freidin MB, Nazarenko MS, Puzyrev VP. Apoptosis Genes as a Key to Identification of Inverse Comorbidity of Huntington's Disease and Cancer. Int J Mol Sci 2023; 24:ijms24119385. [PMID: 37298337 DOI: 10.3390/ijms24119385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 05/23/2023] [Accepted: 05/24/2023] [Indexed: 06/12/2023] Open
Abstract
Cancer and neurodegenerative disorders present overwhelming challenges for healthcare worldwide. Epidemiological studies showed a decrease in cancer rates in patients with neurodegenerative disorders, including the Huntington disease (HD). Apoptosis is one of the most important processes for both cancer and neurodegeneration. We suggest that genes closely connected with apoptosis and associated with HD may affect carcinogenesis. We applied reconstruction and analysis of gene networks associated with HD and apoptosis and identified potentially important genes for inverse comorbidity of cancer and HD. The top 10 high-priority candidate genes included APOE, PSEN1, INS, IL6, SQSTM1, SP1, HTT, LEP, HSPA4, and BDNF. Functional analysis of these genes was carried out using gene ontology and KEGG pathways. By exploring genome-wide association study results, we identified genes associated with neurodegenerative and oncological disorders, as well as their endophenotypes and risk factors. We used publicly available datasets of HD and breast and prostate cancers to analyze the expression of the identified genes. Functional modules of these genes were characterized according to disease-specific tissues. This integrative approach revealed that these genes predominantly exert similar functions in different tissues. Apoptosis along with lipid metabolism dysregulation and cell homeostasis maintenance in the response to environmental stimulus and drugs are likely key processes in inverse comorbidity of cancer in patients with HD. Overall, the identified genes represent the promising targets for studying molecular relations of cancer and HD.
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Affiliation(s)
- Elena Yu Bragina
- Research Institute of Medical Genetics, Tomsk National Research Medical Centre, Russian Academy of Sciences, 634050 Tomsk, Russia
| | - Densema E Gomboeva
- Research Institute of Medical Genetics, Tomsk National Research Medical Centre, Russian Academy of Sciences, 634050 Tomsk, Russia
| | - Olga V Saik
- Institute of Cytology and Genetics, Siberian Branch of Russian Academy of Sciences, 630090 Novosibirsk, Russia
| | - Vladimir A Ivanisenko
- Institute of Cytology and Genetics, Siberian Branch of Russian Academy of Sciences, 630090 Novosibirsk, Russia
| | - Maxim B Freidin
- Research Institute of Medical Genetics, Tomsk National Research Medical Centre, Russian Academy of Sciences, 634050 Tomsk, Russia
- Department of Biology, School of Biological and Behavioural Sciences, Faculty of Science and Engineering, Queen Mary University of London, London E1 4NS, UK
- Centre of Omics Technology, I.M. Sechenov First Moscow State Medical University, 119991 Moscow, Russia
| | - Maria S Nazarenko
- Research Institute of Medical Genetics, Tomsk National Research Medical Centre, Russian Academy of Sciences, 634050 Tomsk, Russia
- Department of Medical Genetics, Faculty of General Medicine, Siberian State Medical University, 634050 Tomsk, Russia
| | - Valery P Puzyrev
- Research Institute of Medical Genetics, Tomsk National Research Medical Centre, Russian Academy of Sciences, 634050 Tomsk, Russia
- Department of Medical Genetics, Faculty of General Medicine, Siberian State Medical University, 634050 Tomsk, Russia
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3
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New RNA-Based Breakthroughs in Alzheimer's Disease Diagnosis and Therapeutics. Pharmaceutics 2021; 13:pharmaceutics13091397. [PMID: 34575473 PMCID: PMC8471423 DOI: 10.3390/pharmaceutics13091397] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 08/27/2021] [Accepted: 08/30/2021] [Indexed: 01/25/2023] Open
Abstract
Dementia is described as the fifth leading cause of death worldwide and Alzheimer’s disease (AD) is recognized as the most common, causing a huge impact on health costs and quality of patients’ lives. The main hallmarks that are commonly associated with the pathologic process are amyloid deposition, pathologic Tau phosphorylation and neurodegeneration. It is still unclear how these events are linked to the disease progression, due to the complex pathologic mechanisms. Nevertheless, several hypotheses have been proposed for a better understanding of AD. The AD diagnosis is performed by using a combination of several tools to detect β-amyloid peptide (Aβ) deposits and modifications in cognitive performance, sometimes being expensive and invasive. In the treatment field, there is still an absence of effective treatments to delay or stop the progression of the disease, with most of the approved drugs used to relieve symptoms, and all of them with significant adverse side effects. Considering all limitations, the need to establish new and more effective diagnostic and therapeutic strategies becomes clear. This review aims not only to describe the disease and its impact but also to collect the currently available diagnostic and therapeutic strategies, highlighting new promising RNA-based strategies for AD.
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Yang W, Wu PF, Ma JX, Liao MJ, Xu LS, Xu MH, Yi L. Presenilin1 exerts antiproliferative effects by repressing the Wnt/β-catenin pathway in glioblastoma. Cell Commun Signal 2020; 18:22. [PMID: 32046730 PMCID: PMC7014622 DOI: 10.1186/s12964-019-0501-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 12/23/2019] [Indexed: 01/02/2023] Open
Abstract
Background Glioblastoma and Alzheimer’s disease (AD) are the most common and devastating diseases in the central nervous system. The dysfunction of Presenilin1 is the main reason for AD pathogenesis. However, the molecular function of Presenilin1 and its relative mechanism in glioblastoma remain unclear. Methods Expression of presenilin1 in glioma was determined by IHC. CCK-8, colony formation, Flow cytometry, Edu staining were utilized to evaluate functions of presenilin1 on glioblastoma proliferation. The mechanism of above process was assessed by Western blotting and cell immunofluorescence. Mouse transplanting glioblastoma model and micro-MRI detection were used to verified presenilin1 function in vivo. Results In this study, we found that all grades of glioma maintained relatively low Presenilin1 expression and that the expression of Presenilin1 in high-grade glioma was significantly lower than that in low-grade glioma. Moreover, the Presenilin1 level had a positive correlation with glioma and glioblastoma patient prognosis. Next, we determined that Presenilin1 inhibited the growth and proliferation of glioblastoma cells by downregulating CDK6, C-myc and Cyclin D1 to arrest the cell cycle at the G1/S phase. Mechanistically, Presenilin1 promoted the direct phosphorylation of β-catenin at the 45 site and indirect phosphorylation at the 33/37/41 site, then decreased the stabilized part of β-catenin and hindered its translocation from the cytoplasm to the nucleus. Furthermore, we found that Presenilin1 downregulation clearly accelerated the growth of subcutaneous glioblastoma, and Presenilin1 overexpression significantly repressed the subcutaneous and intracranial transplantation of glioblastoma by hindering β-catenin-dependent cell proliferation. Conclusion Our data implicate the antiproliferative effect of Presenilin1 in glioblastoma by suppressing Wnt/β-catenin signaling, which may provide a novel therapeutic agent for glioblastoma. Video Abstract.
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Affiliation(s)
- Wei Yang
- Department of Neurosurgery, Daping Hospital & Institute Research of Surgery of Army Medical University, 10# Changjiangzhi Road, Daping, Yuzhong District, Chongqing, 400042, China
| | - Peng-Fei Wu
- Department of Neurosurgery, Daping Hospital & Institute Research of Surgery of Army Medical University, 10# Changjiangzhi Road, Daping, Yuzhong District, Chongqing, 400042, China
| | - Jian-Xing Ma
- Department of Neurosurgery, Daping Hospital & Institute Research of Surgery of Army Medical University, 10# Changjiangzhi Road, Daping, Yuzhong District, Chongqing, 400042, China
| | - Mao-Jun Liao
- Department of Neurosurgery, Daping Hospital & Institute Research of Surgery of Army Medical University, 10# Changjiangzhi Road, Daping, Yuzhong District, Chongqing, 400042, China
| | - Lun-Shan Xu
- Department of Neurosurgery, Daping Hospital & Institute Research of Surgery of Army Medical University, 10# Changjiangzhi Road, Daping, Yuzhong District, Chongqing, 400042, China
| | - Min-Hui Xu
- Department of Neurosurgery, Daping Hospital & Institute Research of Surgery of Army Medical University, 10# Changjiangzhi Road, Daping, Yuzhong District, Chongqing, 400042, China.
| | - Liang Yi
- Department of Neurosurgery, Daping Hospital & Institute Research of Surgery of Army Medical University, 10# Changjiangzhi Road, Daping, Yuzhong District, Chongqing, 400042, China.
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Ahmad SS, Waheed T, Rozeen S, Mahmood S, Kamal MA. Therapeutic Study of Phytochemicals Against Cancer and Alzheimer's Disease Management. Curr Drug Metab 2020; 20:1006-1013. [PMID: 31902351 DOI: 10.2174/1389200221666200103092719] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2019] [Revised: 07/19/2019] [Accepted: 07/30/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND Phytochemicals are a significant piece of conventional prescription and have been researched in detail for conceivable consideration in current drug discovery. Medications and plants are firmly identified for traditional prescriptions and ethnomedicines that are basically arranged from plants. Recognizing the medical advantages of phytochemicals is of fundamental advancement in medication and useful sustenance improvement. Secondary metabolites of different plants have been customarily used for the improvement of human wellbeing. The phytochemicals are diets rich, which can upgrade neuroplasticity and protection from neurodegeneration. RESULTS Phytochemicals keep on entering clinical preliminaries or provide leads for the synthesis of medicinal agents. Phytochemicals are a great extent cancer prevention agents in nature at lower concentrations and under favorable cell conditions that adequately avoid the oxidation of different molecules that have an ability to produce free radicals and thus protect the body. CONCLUSION The purpose of this review is to describe the use of phytochemicals against cancer and Alzheimer's disease treatment.
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Affiliation(s)
- Syed Sayeed Ahmad
- Department of Bioengineering, Faculty of Engineering, Integral University, Lucknow, India
| | - Tayyaba Waheed
- Department of Bioscience, Faculty of Sciences, Integral University, Lucknow, India
| | - Sayed Rozeen
- Department of Bioscience, Faculty of Sciences, Integral University, Lucknow, India
| | - Sufia Mahmood
- Department of Bioscience, Faculty of Sciences, Integral University, Lucknow, India
| | - Mohammad Amjad Kamal
- King Fahd Medical Research Center, King Abdulaziz University, P.O. Box 80216, Jeddah 21589, Saudi Arabia.,Enzymoics, 7 Peterlee Place, Hebersham, NSW 2770, Australia.,Novel Global Community Educational Foundation, Hebersham, Australia
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6
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Candido S, Lupo G, Pennisi M, Basile MS, Anfuso CD, Petralia MC, Gattuso G, Vivarelli S, Spandidos DA, Libra M, Falzone L. The analysis of miRNA expression profiling datasets reveals inverse microRNA patterns in glioblastoma and Alzheimer's disease. Oncol Rep 2019; 42:911-922. [PMID: 31322245 PMCID: PMC6682788 DOI: 10.3892/or.2019.7215] [Citation(s) in RCA: 59] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 06/25/2019] [Indexed: 02/07/2023] Open
Abstract
There is recent evidence to indicate the existence of an inverse association between the incidence of neurological disorders and cancer development. Concurrently, the transcriptional pathways responsible for the onset of glioblastoma multiforme (GBM) and Alzheimer's disease (AD) have been found to be mutually exclusive between the two pathologies. Despite advancements being made concerning the knowledge of the molecular mechanisms responsible for the development of GBM and AD, little is known about the identity of the microRNA (miRNAs or miRs) involved in the development and progression of these two pathologies and their possible inverse expression patterns. On these bases, the aim of the present study was to identify a set of miRNAs significantly de-regulated in both GBM and AD, and hence to determine whether the identified miRNAs exhibit an inverse association within the two pathologies. For this purpose, miRNA expression profiling datasets derived from the Gene Expression Omnibus (GEO) DataSets and relative to GBM and AD were used. Once the miRNAs significantly de-regulated in both pathologies were identified, DIANA-mirPath pathway prediction and STRING Gene Ontology enrichment analyses were performed to establish their functional roles in each of the pathologies. The results allowed the identification of a set of miRNAs found de-regulated in both GBM and AD, whose expression levels were inversely associated in the two pathologies. In particular, a strong negative association was observed between the expression levels of miRNAs in GBM compared to AD, suggesting that although the molecular pathways behind the development of these two pathologies are the same, they appear to be inversely regulated by miRNAs. Despite the identification of this set of miRNAs which may be used for diagnostic, prognostic and therapeutic purposes, further functional in vitro and in vivo evaluations are warranted in order to validate the diagnostic and therapeutic potential of the identified miRNAs, as well as their involvement in the development of GBM and AD.
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Affiliation(s)
- Saverio Candido
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
| | - Gabriella Lupo
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
| | - Manuela Pennisi
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
| | - Maria S Basile
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
| | - Carmelina D Anfuso
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
| | - Maria C Petralia
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
| | - Giuseppe Gattuso
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
| | - Silvia Vivarelli
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
| | - Demetrios A Spandidos
- Laboratory of Clinical Virology, Medical School, University of Crete, 71003 Heraklion, Greece
| | - Massimo Libra
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
| | - Luca Falzone
- Department of Biomedical and Biotechnological Sciences, University of Catania, I‑95123 Catania, Italy
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Detassis S, Grasso M, Tabraue-Chávez M, Marín-Romero A, López-Longarela B, Ilyine H, Ress C, Ceriani S, Erspan M, Maglione A, Díaz-Mochón JJ, Pernagallo S, Denti MA. New Platform for the Direct Profiling of microRNAs in Biofluids. Anal Chem 2019; 91:5874-5880. [PMID: 30994325 DOI: 10.1021/acs.analchem.9b00213] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Circulating microRNAs have been identified as potential biomarkers for early detection, prognosis, and prediction of several diseases. Their use in clinical diagnostics has been limited by the lack of suitable detection techniques. Most of the current technologies suffer from requiring complex protocols, not yet able to deliver robust and cost-effective assays in the field of clinical diagnostics. In this work, we report the development of a breakthrough platform for profiling circulating microRNAs. The platform comprises a novel silicon photomultiplier-based reader in conjunction with a chemical-based method for nucleic acid detection. Accurate microRNAs profiling without extraction, pre-amplification, or pre-labeling of the target is now achievable. We designed and synthesized a set of reagents that combined the chemical-based method with a chemiluminescent reaction. The signals generated were read out using a novel, compact silicon photomultiplier-based reader. The platform sensitivity was determined by measuring known concentrations of hsa-miR-21-5p spike-ins. The limit of detection was calculated as 4.7 pmol/L. The platform was also successfully used to directly detect hsa-miR-21-5p in eight non-small cell lung cancer plasma samples. Levels of plasma hsa-miR-21-5p expression were also measured via TaqMan RT-qPCR. The successful integration of the unique chemical-based method for nucleic acid detection with the novel silicon photomultiplier-based reader created an innovative product (ODG platform) with diagnostic utility, for the direct qualitative and quantitative analysis of microRNA biomarkers in biological fluids.
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Affiliation(s)
- Simone Detassis
- Department of Cellular, Computational and Integrative Biology (CIBIO) , Via Sommarive 9 , 38123 Trento , Italy
| | - Margherita Grasso
- Department of Cellular, Computational and Integrative Biology (CIBIO) , Via Sommarive 9 , 38123 Trento , Italy
| | - Mavys Tabraue-Chávez
- DestiNA Genomica S.L. Parque Tecnológico de la Salud (PTS) , Avenida de la Innovación 1 , 18016 Granada , Spain
| | - Antonio Marín-Romero
- DestiNA Genomica S.L. Parque Tecnológico de la Salud (PTS) , Avenida de la Innovación 1 , 18016 Granada , Spain.,Centro Pfizer-Universidad de Granada-Junta de Andalucía de Genómica e Investigación Oncológica (GENYO), Parque Tecnológico de la Salud (PTS) , Avenida de la Ilustración 114 , Granada 18016 , Spain.,Faculty of Pharmacy , University of Granada , Campus Cartuja s/n , Granada 18016 , Spain
| | - Bárbara López-Longarela
- DestiNA Genomica S.L. Parque Tecnológico de la Salud (PTS) , Avenida de la Innovación 1 , 18016 Granada , Spain
| | - Hugh Ilyine
- DestiNA Genomica S.L. Parque Tecnológico de la Salud (PTS) , Avenida de la Innovación 1 , 18016 Granada , Spain.,DestiNA Genomics Ltd. , 7-11 Melville St , Edinburgh EH3 7PE , United Kingdom
| | - Cristina Ress
- Optoelettronica Italia Srl , Via Vienna 8 , 38121 Trento , Italy
| | - Silvia Ceriani
- Optoelettronica Italia Srl , Via Vienna 8 , 38121 Trento , Italy
| | - Mirko Erspan
- Optoelettronica Italia Srl , Via Vienna 8 , 38121 Trento , Italy
| | - Alfredo Maglione
- Optoelettronica Italia Srl , Via Vienna 8 , 38121 Trento , Italy
| | - Juan J Díaz-Mochón
- DestiNA Genomica S.L. Parque Tecnológico de la Salud (PTS) , Avenida de la Innovación 1 , 18016 Granada , Spain.,DestiNA Genomics Ltd. , 7-11 Melville St , Edinburgh EH3 7PE , United Kingdom.,Centro Pfizer-Universidad de Granada-Junta de Andalucía de Genómica e Investigación Oncológica (GENYO), Parque Tecnológico de la Salud (PTS) , Avenida de la Ilustración 114 , Granada 18016 , Spain.,Faculty of Pharmacy , University of Granada , Campus Cartuja s/n , Granada 18016 , Spain
| | - Salvatore Pernagallo
- DestiNA Genomica S.L. Parque Tecnológico de la Salud (PTS) , Avenida de la Innovación 1 , 18016 Granada , Spain.,DestiNA Genomics Ltd. , 7-11 Melville St , Edinburgh EH3 7PE , United Kingdom
| | - Michela A Denti
- Department of Cellular, Computational and Integrative Biology (CIBIO) , Via Sommarive 9 , 38123 Trento , Italy
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