1
|
Leeson HC, Aguado J, Gómez-Inclán C, Chaggar HK, Fard AT, Hunter Z, Lavin MF, Mackay-Sim A, Wolvetang EJ. Ataxia Telangiectasia patient-derived neuronal and brain organoid models reveal mitochondrial dysfunction and oxidative stress. Neurobiol Dis 2024; 199:106562. [PMID: 38876322 DOI: 10.1016/j.nbd.2024.106562] [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: 04/11/2024] [Revised: 06/09/2024] [Accepted: 06/10/2024] [Indexed: 06/16/2024] Open
Abstract
Ataxia Telangiectasia (AT) is a rare disorder caused by mutations in the ATM gene and results in progressive neurodegeneration for reasons that remain poorly understood. In addition to its central role in nuclear DNA repair, ATM operates outside the nucleus to regulate metabolism, redox homeostasis and mitochondrial function. However, a systematic investigation into how and when loss of ATM affects these parameters in relevant human neuronal models of AT was lacking. We therefore used cortical neurons and brain organoids from AT-patient iPSC and gene corrected isogenic controls to reveal levels of mitochondrial dysfunction, oxidative stress, and senescence that vary with developmental maturity. Transcriptome analyses identified disruptions in regulatory networks related to mitochondrial function and maintenance, including alterations in the PARP/SIRT signalling axis and dysregulation of key mitophagy and mitochondrial fission-fusion processes. We further show that antioxidants reduce ROS and restore neurite branching in AT neuronal cultures, and ameliorate impaired neuronal activity in AT brain organoids. We conclude that progressive mitochondrial dysfunction and aberrant ROS production are important contributors to neurodegeneration in AT and are strongly linked to ATM's role in mitochondrial homeostasis regulation.
Collapse
Affiliation(s)
- Hannah C Leeson
- The University of Queensland, Australian Institute for Bioengineering & Nanotechnology (AIBN), St. Lucia, Brisbane, QLD 4072, Australia.
| | - Julio Aguado
- The University of Queensland, Australian Institute for Bioengineering & Nanotechnology (AIBN), St. Lucia, Brisbane, QLD 4072, Australia
| | - Cecilia Gómez-Inclán
- The University of Queensland, Australian Institute for Bioengineering & Nanotechnology (AIBN), St. Lucia, Brisbane, QLD 4072, Australia
| | - Harman Kaur Chaggar
- The University of Queensland, Australian Institute for Bioengineering & Nanotechnology (AIBN), St. Lucia, Brisbane, QLD 4072, Australia
| | - Atefah Taherian Fard
- The University of Queensland, Australian Institute for Bioengineering & Nanotechnology (AIBN), St. Lucia, Brisbane, QLD 4072, Australia
| | - Zoe Hunter
- The University of Queensland, Australian Institute for Bioengineering & Nanotechnology (AIBN), St. Lucia, Brisbane, QLD 4072, Australia
| | - Martin F Lavin
- The University of Queensland, UQ Centre for Clinical Research (UQCCR), Herston, Brisbane, QLD 4006, Australia
| | - Alan Mackay-Sim
- Griffith Institute for Drug Discovery, Griffith University, Nathan, Queensland, Australia
| | - Ernst J Wolvetang
- The University of Queensland, Australian Institute for Bioengineering & Nanotechnology (AIBN), St. Lucia, Brisbane, QLD 4072, Australia.
| |
Collapse
|
2
|
Garg M, Li L, Godbout R. Role of DDX1 in the oxidative response of ataxia telangiectasia patient-derived fibroblasts. Redox Biol 2024; 69:102988. [PMID: 38096740 PMCID: PMC10761787 DOI: 10.1016/j.redox.2023.102988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 11/25/2023] [Accepted: 12/04/2023] [Indexed: 01/06/2024] Open
Abstract
Ataxia Telangiectasia (A-T) is an inherited autosomal recessive disorder characterized by cerebellar neurodegeneration, radiosensitivity, immunodeficiency and a high incidence of lymphomas. A-T is caused by mutations in the ATM gene. While loss of ATM function in DNA repair explains some aspects of A-T pathophysiology such as radiosensitivity and cancer predisposition, other A-T features such as neurodegeneration imply additional roles for ATM outside the nucleus. Emerging evidence suggests that ATM participates in cellular response to oxidative stress, failure of which contributes to the neurodegeneration associated with A-T. Here, we use fibroblasts derived from A-T patients to investigate whether DEAD Box 1 (DDX1), an RNA binding/unwinding protein that functions downstream of ATM in DNA double strand break repair, also plays a role in ATM-dependent cellular response to oxidative stress. Focusing on DDX1 target RNAs that are associated with neurological disorders and oxidative stress response, we show that ATM is required for increased binding of DDX1 to its target RNAs in the presence of arsenite-induced oxidative stress. Our results indicate that DDX1 functions downstream of ATM by protecting specific mRNAs in the cytoplasm of arsenite-treated cells. In keeping with a role for ATM and DDX1 in oxidative stress, levels of reactive oxygen species (ROS) are increased in ATM-deficient as well as DDX1-depleted cells. We propose that reduced levels of cytoplasmic DDX1 RNA targets sensitizes ATM-deficient cells to oxidative stress resulting in increased cell death. This sensitization would be especially detrimental to long-lived highly metabolically active cells such as neurons providing a possible explanation for the neurodegenerative defects associated with A-T.
Collapse
Affiliation(s)
- Mansi Garg
- Department of Oncology, Cross Cancer Institute, University of Alberta, 11560 University Avenue, Edmonton, Alberta, T6G 1Z2, Canada
| | - Lei Li
- Department of Oncology, Cross Cancer Institute, University of Alberta, 11560 University Avenue, Edmonton, Alberta, T6G 1Z2, Canada
| | - Roseline Godbout
- Department of Oncology, Cross Cancer Institute, University of Alberta, 11560 University Avenue, Edmonton, Alberta, T6G 1Z2, Canada.
| |
Collapse
|
3
|
Nikolouli E, Reichstein J, Hansen G, Lachmann N. In vitro systems to study inborn errors of immunity using human induced pluripotent stem cells. Front Immunol 2022; 13:1024935. [DOI: 10.3389/fimmu.2022.1024935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 10/28/2022] [Indexed: 11/18/2022] Open
Abstract
In the last two decades, the exponential progress in the field of genetics could reveal the genetic impact on the onset and progression of several diseases affecting the immune system. This knowledge has led to the discovery of more than 400 monogenic germline mutations, also known as “inborn errors of immunity (IEI)”. Given the rarity of various IEI and the clinical diversity as well as the limited available patients’ material, the continuous development of novel cell-based in vitro models to elucidate the cellular and molecular mechanisms involved in the pathogenesis of these diseases is imperative. Focusing on stem cell technologies, this review aims to provide an overview of the current available in vitro models used to study IEI and which could lay the foundation for new therapeutic approaches. We elaborate in particular on the use of induced pluripotent stem cell-based systems and their broad application in studying IEI by establishing also novel infection culture models. The review will critically discuss the current limitations or gaps in the field of stem cell technology as well as the future perspectives from the use of these cell culture systems.
Collapse
|
4
|
Discovery of Therapeutics Targeting Oxidative Stress in Autosomal Recessive Cerebellar Ataxia: A Systematic Review. Pharmaceuticals (Basel) 2022; 15:ph15060764. [PMID: 35745683 PMCID: PMC9228961 DOI: 10.3390/ph15060764] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/05/2022] [Accepted: 06/14/2022] [Indexed: 01/05/2023] Open
Abstract
Autosomal recessive cerebellar ataxias (ARCAs) are a heterogeneous group of rare neurodegenerative inherited disorders. The resulting motor incoordination and progressive functional disabilities lead to reduced lifespan. There is currently no cure for ARCAs, likely attributed to the lack of understanding of the multifaceted roles of antioxidant defense and the underlying mechanisms. This systematic review aims to evaluate the extant literature on the current developments of therapeutic strategies that target oxidative stress for the management of ARCAs. We searched PubMed, Web of Science, and Science Direct Scopus for relevant peer-reviewed articles published from 1 January 2016 onwards. A total of 28 preclinical studies fulfilled the eligibility criteria for inclusion in this systematic review. We first evaluated the altered cellular processes, abnormal signaling cascades, and disrupted protein quality control underlying the pathogenesis of ARCA. We then examined the current potential therapeutic strategies for ARCAs, including aromatic, organic and pharmacological compounds, gene therapy, natural products, and nanotechnology, as well as their associated antioxidant pathways and modes of action. We then discussed their potential as antioxidant therapeutics for ARCAs, with the long-term view toward their possible translation to clinical practice. In conclusion, our current understanding is that these antioxidant therapies show promise in improving or halting the progression of ARCAs. Tailoring the therapies to specific disease stages could greatly facilitate the management of ARCAs.
Collapse
|
5
|
White AL, Javier HA, Withey S, Biggs SR, Rose S, Puttick SG, Whittaker AK. Deposition of non-porous calcium phosphate shells onto liquid filled microcapsules. J Colloid Interface Sci 2021; 609:575-583. [PMID: 34848058 DOI: 10.1016/j.jcis.2021.11.062] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 10/22/2021] [Accepted: 11/12/2021] [Indexed: 10/19/2022]
Abstract
The efficient encapsulation of small molecule active ingredients has been a challenge for many decades across many commercial applications. Recently, successful attempts to address this issue have included deposition of thin metal shells onto liquid filled polymer microcapsules or emulsion droplets to provide an impermeable barrier to diffusion. In this work we have developed a novel method to protect small molecule active ingredients by deposition of thin mineral shells. Platinum nanoparticles are used to catalyse and direct growth of a calcium phosphate shell onto liquid filled polymer microcapsules under various reaction conditions. Findings indicate that a non-porous protective shell is formed on the majority of the microcapsule population, with small concentrations of the core material being released only from those microcapsules with defects, over a 7 days period, when conducting forced release studies into a solvent for the core oil. The resulting microcapsules show no significant cell toxicity when exposed to HEK 293 cells for 72 h.
Collapse
Affiliation(s)
- Alison L White
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane QLD 4072, Australia; Commonwealth Scientific and Industrial Research Organisation, Probing Biosystems Future Science Platform, Level 5 UQ Health Sciences Building, Royal Brisbane and Women's Hospital, Herston QLD 4029, Australia.
| | - Hazel A Javier
- School of Chemical Engineering, The University of Queensland, Brisbane QLD 4072, Australia
| | - Sarah Withey
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane QLD 4072, Australia
| | - Simon R Biggs
- School of Chemical Engineering, The University of Queensland, Brisbane QLD 4072, Australia; The University of Western Australia, Perth, Western Australia 6009, Australia
| | - Stephen Rose
- Commonwealth Scientific and Industrial Research Organisation, Probing Biosystems Future Science Platform, Level 5 UQ Health Sciences Building, Royal Brisbane and Women's Hospital, Herston QLD 4029, Australia
| | - Simon G Puttick
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane QLD 4072, Australia; Commonwealth Scientific and Industrial Research Organisation, Probing Biosystems Future Science Platform, Level 5 UQ Health Sciences Building, Royal Brisbane and Women's Hospital, Herston QLD 4029, Australia
| | - Andrew K Whittaker
- Australian Institute for Bioengineering and Nanotechnology, The University of Queensland, Brisbane QLD 4072, Australia
| |
Collapse
|
6
|
Choi DK, Kim YK, HoonYu J, Min SH, Park SW. Genome editing of hPSCs: Recent progress in hPSC-based disease modeling for understanding disease mechanisms. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2021; 181:271-287. [PMID: 34127196 DOI: 10.1016/bs.pmbts.2021.01.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Generation of proper models for studying human genetic diseases has been hindered until recently by the scarcity of primary cell samples from genetic disease patients and inefficient genetic modification tools. However, recent advances in clustered, regularly interspaced short palindromic repeats (CRISPR)/Cas9 technology and human induced pluripotent stem cells (hiPSCs) have provided an opportunity to explore the function of pathogenic variants and obtain gene-corrected cells for autologous cell therapy. In this chapter, we address recent applications of CRISPR/Cas9 to hiPSCs in genetic diseases, including neurodegenerative, cardiovascular, and rare diseases.
Collapse
Affiliation(s)
- Dong-Kyu Choi
- New Drug Development Center, DGMIF, Daegu, Republic of Korea
| | - Yong-Kyu Kim
- New Drug Development Center, DGMIF, Daegu, Republic of Korea
| | - Ji HoonYu
- New Drug Development Center, DGMIF, Daegu, Republic of Korea
| | - Sang-Hyun Min
- New Drug Development Center, DGMIF, Daegu, Republic of Korea
| | - Sang-Wook Park
- Department of Oral Biochemistry, School of Dentistry, Chonnam National University, Gwangju, Republic of Korea.
| |
Collapse
|
7
|
Ovchinnikov DA. Genetically-modified cell lines: categorisation and considerations for characterisation. Stem Cell Res 2020; 49:102103. [PMID: 33291011 DOI: 10.1016/j.scr.2020.102103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 11/23/2020] [Indexed: 11/24/2022] Open
Abstract
Stem Cell Research is pleased to introduce into its publication portfolio a new article type: a template-driven short report on the generation of a novel Genetically Modified Cell Line. This resource type is typically derived from human pluripotent stem cell lines via the introduction of nucleases and/or foreign genetic material leading to stable genomic alterations, maintained in a single cell-derived clonal cell line. Interest in, and demand for, genetically modified cell lines has grown exponentially in the last few years. This overview provides a brief introduction to this incredibly versatile lab resource and marks the beginning of a new and exciting addition to the publication portfolio of Stem Cell Research. A dramatic increase in the accessibility of the human genome in the last decade has given a long-anticipated boost to advanced biomedical studies in human in vitro systems. Pluripotent stem cells represent a particularly attractive gateway into this line of experimentation due to their unique suitability for the isolation of clonal genetically modified cell lines (GMCLs), and the ability to be differentiated into essentially any cell type upon the lines' virtually limitless expansion.
Collapse
|
8
|
Hettiarachchi D, Panchal H, Pathirana BAPS, Rathnayaka PD, Padeniya A, Lai PS, Dissanayake VHW. Six Novel ATM Gene Variants in Sri Lankan Patients with Ataxia Telangiectasia. Case Rep Genet 2020; 2020:6630300. [PMID: 33376610 PMCID: PMC7744220 DOI: 10.1155/2020/6630300] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 11/25/2020] [Accepted: 11/28/2020] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION Ataxia telangiectasia is a rare genetic condition with an estimated prevalence of 1 in 40,000-100,000 live births. This condition predominantly affects the nervous and immune systems. It is characterized by progressive ataxia beginning from early childhood. The neurological deficit associated with this condition affects one's balance, coordination, walking, and speech and can be accompanied by chorea, myoclonus, and neuropathy. They may also have ocular telangiectasias and high levels of blood alpha-fetoprotein (AFP). The ataxia telangiectasia mutated gene (ATM) is associated with this condition and codes for the ATM protein which is a phosphatidylinositol 3-kinase. This gene occupies 150 kb on chromosome 11q22-23 and contains 66 exons encoding a 13 kb transcript. ATM is a relatively large protein with a molecular weight of 350 kDa and 3,056 amino acids. METHODS Four patients of Sri Lankan origin presenting with features suggestive of ataxia telangiectasia were referred to our genetics center for specialized genetic counseling and testing. Whole-exome sequencing followed by Sanger sequencing was used to confirm the candidate variants. Protein modeling and genotype to phenotype correlation was performed in the identified variants. RESULTS We observed 6 novel ATM gene variants in four patients with ataxia telangiectasia. The identified variants are as follows: homozygous c.7397C > A (p.Ala2466Glu) and c.510_511delGT (p.Tyr171fs) and compound heterozygous c.5347_5350delGAAA (p.Glu1783fs), c.8137A > T (p.Arg2713 ∗ ) and c.1163A > C (p.Lys388Thr), and c.5227A > C (p.Thr1743Pro). Variant analysis was followed by modeling of the native and altered protein structures. CONCLUSION We report novel ATM gene variants that have implications on the molecular diagnosis of ataxia telangiectasia.
Collapse
Affiliation(s)
- D. Hettiarachchi
- Human Genetics Unit, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
| | - Hetalkumar Panchal
- Post Graduate Department of Bioscience, Sardar Patel University, Vallabh Vidyanagar, Gujarat, India
| | | | | | - A. Padeniya
- Lady Ridgway Hospital for Children, Colombo, Sri Lanka
| | - P. S. Lai
- Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - V. H. W. Dissanayake
- Human Genetics Unit, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka
| |
Collapse
|
9
|
Bone Marrow Transplantation as Therapy for Ataxia-Telangiectasia: A Systematic Review. Cancers (Basel) 2020; 12:cancers12113207. [PMID: 33142696 PMCID: PMC7694095 DOI: 10.3390/cancers12113207] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 10/27/2020] [Accepted: 10/29/2020] [Indexed: 01/04/2023] Open
Abstract
Ataxia-Telangiectasia (A-T) is a rare autosomal recessive disorder, first reported in 1926, caused by a deficiency of ATM (Ataxia-Telangiectasia Mutated) protein. The disease is characterized by progressive cerebellar neurodegeneration, immunodeficiency, leukemia, and lymphoma cancer predisposition. Immunoglobulin replacement, antioxidants, neuroprotective factors, growth, and anti-inflammatory hormones are commonly used for A-T treatment, but, to date, there is no known cure. Bone marrow transplantation (BMT) is a successful therapy for several forms of diseases and it is a valid approach for tumors, hemoglobinopathies, autoimmune diseases, inherited disorders of metabolism, and other pathologies. Some case reports of A-T patients have shown that BMT is becoming a good option, as a correct engraftment of healthy cells can restore some aspects of immunologic capacity. However, due to a high risk of mortality as a result of a clinical and cellular hypersensitivity to ionizing radiation and radiomimetic drugs, a specific non-myeloablative conditioning is required before BMT. Although BMT might be considered as one promising therapy for the treatment of immunological defects and cancer prevention in selected A-T patients, the therapy is currently not recommended or recognized and the eligibility of A-T patients for BMT is a point to deepen and deliberate.
Collapse
|
10
|
Shiloh Y. The cerebellar degeneration in ataxia-telangiectasia: A case for genome instability. DNA Repair (Amst) 2020; 95:102950. [PMID: 32871349 DOI: 10.1016/j.dnarep.2020.102950] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/05/2020] [Accepted: 08/08/2020] [Indexed: 02/06/2023]
Abstract
Research on the molecular pathology of genome instability disorders has advanced our understanding of the complex mechanisms that safeguard genome stability and cellular homeostasis at large. Once the culprit genes and their protein products are identified, an ongoing dialogue develops between the research lab and the clinic in an effort to link specific disease symptoms to the functions of the proteins that are missing in the patients. Ataxi A-T elangiectasia (A-T) is a prominent example of this process. A-T's hallmarks are progressive cerebellar degeneration, immunodeficiency, chronic lung disease, cancer predisposition, endocrine abnormalities, segmental premature aging, chromosomal instability and radiation sensitivity. The disease is caused by absence of the powerful protein kinase, ATM, best known as the mobilizer of the broad signaling network induced by double-strand breaks (DSBs) in the DNA. In parallel, ATM also functions in the maintenance of the cellular redox balance, mitochondrial function and turnover and many other metabolic circuits. An ongoing discussion in the A-T field revolves around the question of which ATM function is the one whose absence is responsible for the most debilitating aspect of A-T - the cerebellar degeneration. This review suggests that it is the absence of a comprehensive role of ATM in responding to ongoing DNA damage induced mainly by endogenous agents. It is the ensuing deterioration and eventual loss of cerebellar Purkinje cells, which are very vulnerable to ATM absence due to a unique combination of physiological features, which kindles the cerebellar decay in A-T.
Collapse
Affiliation(s)
- Yosef Shiloh
- The David and Inez Myers Laboratory for Cancer Genetics, Department of Human Molecular Genetics and Biochemistry, Tel Aviv University Medical School, Tel Aviv, 69978, Israel.
| |
Collapse
|
11
|
De Masi C, Spitalieri P, Murdocca M, Novelli G, Sangiuolo F. Application of CRISPR/Cas9 to human-induced pluripotent stem cells: from gene editing to drug discovery. Hum Genomics 2020; 14:25. [PMID: 32591003 PMCID: PMC7318728 DOI: 10.1186/s40246-020-00276-2] [Citation(s) in RCA: 47] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 06/17/2020] [Indexed: 12/12/2022] Open
Abstract
Human-induced pluripotent stem cells (hiPSCs) and CRISPR/Cas9 gene editing system represent two instruments of basic and translational research, which both allow to acquire deep insight about the molecular bases of many diseases but also to develop pharmacological research.This review is focused to draw up the latest technique of gene editing applied on hiPSCs, exploiting some of the genetic manipulation directed to the discovery of innovative therapeutic strategies. There are many expediencies provided by the use of hiPSCs, which can represent a disease model clinically relevant and predictive, with a great potential if associated to CRISPR/Cas9 technology, a gene editing tool powered by ease and precision never seen before.Here, we describe the possible applications of CRISPR/Cas9 to hiPSCs: from drug development to drug screening and from gene therapy to the induction of the immunological response to specific virus infection, such as HIV and SARS-Cov-2.
Collapse
Affiliation(s)
- Claudia De Masi
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy
| | - Paola Spitalieri
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy
| | - Michela Murdocca
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy
| | - Giuseppe Novelli
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy
| | - Federica Sangiuolo
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy.
| |
Collapse
|