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Bohórquez JA, Adduri S, Ansari D, John S, Florence J, Adejare O, Singh G, Konduru NV, Jagannath C, Yi G. A novel humanized mouse model for HIV and tuberculosis co-infection studies. Front Immunol 2024; 15:1395018. [PMID: 38799434 PMCID: PMC11116656 DOI: 10.3389/fimmu.2024.1395018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Accepted: 04/25/2024] [Indexed: 05/29/2024] Open
Abstract
Background Tuberculosis (TB), caused by Mycobacterium tuberculosis (Mtb), continues to be a major public health problem worldwide. The human immunodeficiency virus (HIV) is another equally important life-threatening pathogen. HIV infection decreases CD4+ T cell levels markedly increasing Mtb co-infections. An appropriate animal model for HIV/Mtb co-infection that can recapitulate the diversity of the immune response in humans during co-infection would facilitate basic and translational research in HIV/Mtb infections. Herein, we describe a novel humanized mouse model. Methods The irradiated NSG-SGM3 mice were transplanted with human CD34+ hematopoietic stem cells, and the humanization was monitored by staining various immune cell markers for flow cytometry. They were challenged with HIV and/or Mtb, and the CD4+ T cell depletion and HIV viral load were monitored over time. Before necropsy, the live mice were subjected to pulmonary function test and CT scan, and after sacrifice, the lung and spleen homogenates were used to determine Mtb load (CFU) and cytokine/chemokine levels by multiplex assay, and lung sections were analyzed for histopathology. The mouse sera were subjected to metabolomics analysis. Results Our humanized NSG-SGM3 mice were able to engraft human CD34+ stem cells, which then differentiated into a full-lineage of human immune cell subsets. After co-infection with HIV and Mtb, these mice showed decrease in CD4+ T cell counts overtime and elevated HIV load in the sera, similar to the infection pattern of humans. Additionally, Mtb caused infections in both lungs and spleen, and induced granulomatous lesions in the lungs. Distinct metabolomic profiles were also observed in the tissues from different mouse groups after co-infections. Conclusion The humanized NSG-SGM3 mice are able to recapitulate the pathogenic effects of HIV and Mtb infections and co-infection at the pathological, immunological and metabolism levels and are therefore a reproducible small animal model for studying HIV/Mtb co-infection.
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Affiliation(s)
- José Alejandro Bohórquez
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, United States
| | - Sitaramaraju Adduri
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
| | - Danish Ansari
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, United States
| | - Sahana John
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, United States
| | - Jon Florence
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
| | - Omoyeni Adejare
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
| | - Gaurav Singh
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, United States
| | - Nagarjun V. Konduru
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
| | - Chinnaswamy Jagannath
- Department of Pathology and Genomic Medicine, Center for Infectious Diseases and Translational Medicine, Houston Methodist Research Institute, Houston, TX, United States
| | - Guohua Yi
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, United States
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, United States
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2
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Yang F, Labani-Motlagh A, Bohorquez JA, Moreira JD, Ansari D, Patel S, Spagnolo F, Florence J, Vankayalapati A, Sakai T, Sato O, Ikebe M, Vankayalapati R, Dennehy JJ, Samten B, Yi G. Bacteriophage therapy for the treatment of Mycobacterium tuberculosis infections in humanized mice. Commun Biol 2024; 7:294. [PMID: 38461214 PMCID: PMC10924958 DOI: 10.1038/s42003-024-06006-x] [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: 06/04/2023] [Accepted: 03/02/2024] [Indexed: 03/11/2024] Open
Abstract
The continuing emergence of new strains of antibiotic-resistant bacteria has renewed interest in phage therapy; however, there has been limited progress in applying phage therapy to multi-drug resistant Mycobacterium tuberculosis (Mtb) infections. In this study, we show that bacteriophage strains D29 and DS6A can efficiently lyse Mtb H37Rv in 7H10 agar plates. However, only phage DS6A efficiently kills H37Rv in liquid culture and in Mtb-infected human primary macrophages. We further show in subsequent experiments that, after the humanized mice were infected with aerosolized H37Rv, then treated with DS6A intravenously, the DS6A treated mice showed increased body weight and improved pulmonary function relative to control mice. Furthermore, DS6A reduces Mtb load in mouse organs with greater efficacy in the spleen. These results demonstrate the feasibility of developing phage therapy as an effective therapeutic against Mtb infection.
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Affiliation(s)
- Fan Yang
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Alireza Labani-Motlagh
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Center for Discovery and Innovation, Hackensack Meridian Health, Hackensack, NJ, USA
| | - Jose Alejandro Bohorquez
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Josimar Dornelas Moreira
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Danish Ansari
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Sahil Patel
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Fabrizio Spagnolo
- Life Sciences Department, Long Island University Post, Brookville, NY, USA
| | - Jon Florence
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Abhinav Vankayalapati
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Tsuyoshi Sakai
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Osamu Sato
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Mitsuo Ikebe
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Ramakrishna Vankayalapati
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - John J Dennehy
- Biology Department, Queens College of The City University of New York, Flushing, NY, USA.
- The Graduate Center of The City University of New York, New York, NY, USA.
| | - Buka Samten
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA.
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA.
| | - Guohua Yi
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX, USA.
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX, USA.
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX, USA.
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3
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Bohórquez JA, Adduri S, Ansari D, John S, Florence J, Adejare O, Singh G, Konduru N, Jagannath C, Yi G. A Novel Humanized Mouse Model for HIV and Tuberculosis Co-infection Studies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.05.583545. [PMID: 38496484 PMCID: PMC10942347 DOI: 10.1101/2024.03.05.583545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Tuberculosis (TB), caused by Mycobacterium tuberculosis (Mtb), continues to be a major public health problem worldwide. The human immunodeficiency virus (HIV) is another equally important life-threatening pathogen. Further, co-infections with HIV and Mtb have severe effects in the host, with people infected with HIV being fifteen to twenty-one times more likely to develop active TB. The use of an appropriate animal model for HIV/Mtb co-infection that can recapitulate the diversity of the immune response in humans would be a useful tool for conducting basic and translational research in HIV/Mtb infections. The present study was focused on developing a humanized mouse model for investigations on HIV-Mtb co-infection. Using NSG-SGM3 mice that can engraft human stem cells, our studies showed that they were able to engraft human CD34+ stem cells which then differentiate into a full-lineage of human immune cell subsets. After co-infection with HIV and Mtb, these mice showed decrease in CD4+ T cell counts overtime and elevated HIV load in the sera, similar to the infection pattern of humans. Additionally, Mtb caused infections in both lungs and spleen, and induced the development of granulomatous lesions in the lungs, detected by CT scan and histopathology. Distinct metabolomic profiles were also observed in the tissues from different mouse groups after co-infections. Our results suggest that the humanized NSG-SGM3 mice are able to recapitulate the effects of HIV and Mtb infections and co-infection in the human host at pathological, immunological and metabolism levels, providing a dependable small animal model for studying HIV/Mtb co-infection.
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Affiliation(s)
- José Alejandro Bohórquez
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX 75708, USA
| | - Sitaramaraju Adduri
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
| | - Danish Ansari
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX 75708, USA
| | - Sahana John
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX 75708, USA
| | - Jon Florence
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
| | - Omoyeni Adejare
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
| | - Gaurav Singh
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX 75708, USA
| | - Nagarjun Konduru
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
| | - Chinnaswamy Jagannath
- Department of Pathology and Genomic Medicine, Center for Infectious Diseases and Translational Medicine, Houston Methodist Research Institute, Houston, TX, USA
| | - Guohua Yi
- Department of Cellular and Molecular Biology, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Center for Biomedical Research, The University of Texas Health Science Center at Tyler, Tyler, TX 75708, USA
- Department of Medicine, The University of Texas at Tyler School of Medicine, Tyler, TX 75708, USA
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Parodi M, Astigiano S, Carrega P, Pietra G, Vitale C, Damele L, Grottoli M, Guevara Lopez MDLL, Ferracini R, Bertolini G, Roato I, Vitale M, Orecchia P. Murine models to study human NK cells in human solid tumors. Front Immunol 2023; 14:1209237. [PMID: 37388731 PMCID: PMC10301748 DOI: 10.3389/fimmu.2023.1209237] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 06/02/2023] [Indexed: 07/01/2023] Open
Abstract
Since the first studies, the mouse models have provided crucial support for the most important discoveries on NK cells, on their development, function, and circulation within normal and tumor tissues. Murine tumor models were initially set to study murine NK cells, then, ever more sophisticated human-in-mice models have been developed to investigate the behavior of human NK cells and minimize the interferences from the murine environment. This review presents an overview of the models that have been used along time to study NK cells, focusing on the most popular NOG and NSG models, which work as recipients for the preparation of human-in-mice tumor models, the study of transferred human NK cells, and the evaluation of various enhancers of human NK cell function, including cytokines and chimeric molecules. Finally, an overview of the next generation humanized mice is also provided along with a discussion on how traditional and innovative in-vivo and in-vitro approaches could be integrated to optimize effective pre-clinical studies.
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Affiliation(s)
- Monica Parodi
- Unità Operativa UO Patologia e Immunologia Sperimentale, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Simonetta Astigiano
- Animal Facility, IRCCS Ospedale Policlinico San Martino Genova, Genova, Italy
| | - Paolo Carrega
- Laboratory of Immunology and Biotherapy, Department of Human Pathology, University of Messina, Messina, Italy
| | - Gabriella Pietra
- Unità Operativa UO Patologia e Immunologia Sperimentale, IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Dipartimento di Medicina Sperimentale, Università di Genova, Genova, Italy
| | - Chiara Vitale
- Unità Operativa UO Patologia e Immunologia Sperimentale, IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Dipartimento di Medicina Sperimentale, Università di Genova, Genova, Italy
| | - Laura Damele
- Unità Operativa UO Patologia e Immunologia Sperimentale, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Melania Grottoli
- Dipartimento di Medicina Sperimentale, Università di Genova, Genova, Italy
| | | | - Riccardo Ferracini
- Department of Surgical Sciences, Bone and Dental Bioengineering Laboratory, C.I.R Dental School, University of Turin, Turin, Italy
- Department of Surgical Sciences (DISC), University of Genoa, Genoa, Italy
| | - Giulia Bertolini
- “Epigenomics and Biomarkers of Solid Tumors”, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Ilaria Roato
- Department of Surgical Sciences, Bone and Dental Bioengineering Laboratory, C.I.R Dental School, University of Turin, Turin, Italy
| | - Massimo Vitale
- Unità Operativa UO Patologia e Immunologia Sperimentale, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Paola Orecchia
- Unità Operativa UO Patologia e Immunologia Sperimentale, IRCCS Ospedale Policlinico San Martino, Genova, Italy
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5
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Chen A, Neuwirth I, Herndler-Brandstetter D. Modeling the Tumor Microenvironment and Cancer Immunotherapy in Next-Generation Humanized Mice. Cancers (Basel) 2023; 15:2989. [PMID: 37296949 PMCID: PMC10251926 DOI: 10.3390/cancers15112989] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/10/2023] [Accepted: 05/28/2023] [Indexed: 06/12/2023] Open
Abstract
Cancer immunotherapy has brought significant clinical benefits to numerous patients with malignant disease. However, only a fraction of patients experiences complete and durable responses to currently available immunotherapies. This highlights the need for more effective immunotherapies, combination treatments and predictive biomarkers. The molecular properties of a tumor, intratumor heterogeneity and the tumor immune microenvironment decisively shape tumor evolution, metastasis and therapy resistance and are therefore key targets for precision cancer medicine. Humanized mice that support the engraftment of patient-derived tumors and recapitulate the human tumor immune microenvironment of patients represent a promising preclinical model to address fundamental questions in precision immuno-oncology and cancer immunotherapy. In this review, we provide an overview of next-generation humanized mouse models suitable for the establishment and study of patient-derived tumors. Furthermore, we discuss the opportunities and challenges of modeling the tumor immune microenvironment and testing a variety of immunotherapeutic approaches using human immune system mouse models.
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Affiliation(s)
| | | | - Dietmar Herndler-Brandstetter
- Center for Cancer Research, Medical University of Vienna and Comprehensive Cancer Center, 1090 Vienna, Austria; (A.C.); (I.N.)
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Yi G, Yang F, Labani-Motlagh A, Moreira JD, Ansari D, Bohorquez JA, Patel S, Spagnolo F, Florence J, Vankayalapati A, Vankayalapati R, Dennehy JJDJ, Samten B. Bacteriophage therapy for the treatment of Mycobacterium tuberculosis infections in humanized mice. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.23.525188. [PMID: 36747734 PMCID: PMC9900801 DOI: 10.1101/2023.01.23.525188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The continuing emergence of new strains of antibiotic-resistant bacteria has renewed interest in phage therapy; however, there has been limited progress in applying phage therapy to multi-drug resistant Mycobacterium tuberculosis (Mtb) infections. In this study, we tested three bacteriophage strains for their Mtb-killing activities and found that two of them efficiently lysed Mtb H37Rv in 7H10 agar plates. However, only phage DS6A efficiently killed H37Rv in liquid culture and in Mtb-infected human primary macrophages. In subsequent experiments, we infected humanized mice with aerosolized H37Rv, then treated these mice with DS6A intravenously to test its in vivo efficacy. We found that DS6A treated mice showed increased body weight and improved pulmonary function relative to control mice. Furthermore, DS6A reduced Mtb load in mouse organs with greater efficacy in the spleen. These results demonstrated the feasibility of developing phage therapy as an effective therapeutic against Mtb infection.
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Guimarães GR, Almeida PP, de Oliveira Santos L, Rodrigues LP, de Carvalho JL, Boroni M. Hallmarks of Aging in Macrophages: Consequences to Skin Inflammaging. Cells 2021; 10:cells10061323. [PMID: 34073434 PMCID: PMC8228751 DOI: 10.3390/cells10061323] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 05/22/2021] [Accepted: 05/22/2021] [Indexed: 12/12/2022] Open
Abstract
The skin is our largest organ and the outermost protective barrier. Its aging reflects both intrinsic and extrinsic processes resulting from the constant insults it is exposed to. Aging in the skin is accompanied by specific epigenetic modifications, accumulation of senescent cells, reduced cellular proliferation/tissue renewal, altered extracellular matrix, and a proinflammatory environment favoring undesirable conditions, including disease onset. Macrophages (Mφ) are the most abundant immune cell type in the skin and comprise a group of heterogeneous and plastic cells that are key for skin homeostasis and host defense. However, they have also been implicated in orchestrating chronic inflammation during aging. Since Mφ are related to innate and adaptive immunity, it is possible that age-modified skin Mφ promote adaptive immunity exacerbation and exhaustion, favoring the emergence of proinflammatory pathologies, such as skin cancer. In this review, we will highlight recent findings pertaining to the effects of aging hallmarks over Mφ, supporting the recognition of such cell types as a driving force in skin inflammaging and age-related diseases. We will also present recent research targeting Mφ as potential therapeutic interventions in inflammatory skin disorders and cancer.
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Affiliation(s)
- Gabriela Rapozo Guimarães
- Laboratory of Bioinformatics and Computational Biology, Division of Experimental and Translational Research, Brazilian National Cancer Institute (INCA), Rio de Janeiro 20231-050, Brazil; (G.R.G.); (P.P.A.); (L.d.O.S.)
| | - Palloma Porto Almeida
- Laboratory of Bioinformatics and Computational Biology, Division of Experimental and Translational Research, Brazilian National Cancer Institute (INCA), Rio de Janeiro 20231-050, Brazil; (G.R.G.); (P.P.A.); (L.d.O.S.)
| | - Leandro de Oliveira Santos
- Laboratory of Bioinformatics and Computational Biology, Division of Experimental and Translational Research, Brazilian National Cancer Institute (INCA), Rio de Janeiro 20231-050, Brazil; (G.R.G.); (P.P.A.); (L.d.O.S.)
| | - Leane Perim Rodrigues
- Genomic Sciences and Biotechnology Program, Catholic University of Brasilia, Brasilia 70790-160, Brazil; (L.P.R.); (J.L.d.C.)
| | - Juliana Lott de Carvalho
- Genomic Sciences and Biotechnology Program, Catholic University of Brasilia, Brasilia 70790-160, Brazil; (L.P.R.); (J.L.d.C.)
- Faculty of Medicine, University of Brasilia, Brasilia 70910-900, Brazil
| | - Mariana Boroni
- Laboratory of Bioinformatics and Computational Biology, Division of Experimental and Translational Research, Brazilian National Cancer Institute (INCA), Rio de Janeiro 20231-050, Brazil; (G.R.G.); (P.P.A.); (L.d.O.S.)
- Experimental Medicine Research Cluster (EMRC), University of Campinas (UNICAMP), Campinas 13083-970, Brazil
- Correspondence:
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