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Mentucci FM, Romero Nuñez EA, Ercole A, Silvetti V, Dal Col J, Lamberti MJ. Impact of Genomic Mutation on Melanoma Immune Microenvironment and IFN-1 Pathway-Driven Therapeutic Responses. Cancers (Basel) 2024; 16:2568. [PMID: 39061208 PMCID: PMC11274745 DOI: 10.3390/cancers16142568] [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: 06/24/2024] [Revised: 07/15/2024] [Accepted: 07/17/2024] [Indexed: 07/28/2024] Open
Abstract
The BRAFV600E mutation, found in approximately 50% of melanoma cases, plays a crucial role in the activation of the MAPK/ERK signaling pathway, which promotes tumor cell proliferation. This study aimed to evaluate its impact on the melanoma immune microenvironment and therapeutic responses, particularly focusing on immunogenic cell death (ICD), a pivotal cytotoxic process triggering anti-tumor immune responses. Through comprehensive in silico analysis of the Cancer Genome Atlas data, we explored the association between the BRAFV600E mutation, immune subtype dynamics, and tumor mutation burden (TMB). Our findings revealed that the mutation correlated with a lower TMB, indicating a reduced generation of immunogenic neoantigens. Investigation into immune subtypes reveals an exacerbation of immunosuppression mechanisms in BRAFV600E-mutated tumors. To assess the response to ICD inducers, including doxorubicin and Me-ALA-based photodynamic therapy (PDT), compared to the non-ICD inducer cisplatin, we used distinct melanoma cell lines with wild-type BRAF (SK-MEL-2) and BRAFV600E mutation (SK-MEL-28, A375). We demonstrated a differential response to PDT between the WT and BRAFV600E cell lines. Further transcriptomic analysis revealed upregulation of IFNAR1, IFNAR2, and CXCL10 genes associated with the BRAFV600E mutation, suggesting their involvement in ICD. Using a gene reporter assay, we showed that PDT robustly activated the IFN-1 pathway through cGAS-STING signaling. Collectively, our results underscore the complex interplay between the BRAFV600E mutation and immune responses, suggesting a putative correlation between tumors carrying the mutation and their responsiveness to therapies inducing the IFN-1 pathway, such as the ICD inducer PDT, possibly mediated by the elevated expression of IFNAR1/2 receptors.
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Affiliation(s)
- Fátima María Mentucci
- Departamento de Biología Molecular, INBIAS, Universidad Nacional de Río Cuarto, Río Cuarto X5800BIA, Argentina; (F.M.M.); (V.S.)
| | - Elisa Ayelén Romero Nuñez
- Departamento de Biología Molecular, INBIAS, Universidad Nacional de Río Cuarto, Río Cuarto X5800BIA, Argentina; (F.M.M.); (V.S.)
| | - Agustina Ercole
- Departamento de Biología Molecular, INBIAS, Universidad Nacional de Río Cuarto, Río Cuarto X5800BIA, Argentina; (F.M.M.); (V.S.)
| | - Valentina Silvetti
- Departamento de Biología Molecular, INBIAS, Universidad Nacional de Río Cuarto, Río Cuarto X5800BIA, Argentina; (F.M.M.); (V.S.)
| | - Jessica Dal Col
- Department of Medicine, Surgery and Dentistry, Scuola Medica Salernitana, University of Salerno, 84081 Baronissi, Italy;
| | - María Julia Lamberti
- Departamento de Biología Molecular, INBIAS, Universidad Nacional de Río Cuarto, Río Cuarto X5800BIA, Argentina; (F.M.M.); (V.S.)
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Aguilar MF, Garay AS, Attallah C, Rodrigues DE, Oggero M. Changes in antibody binding and functionality after humanizing a murine scFv anti-IFN-α2: From in silico studies to experimental analysis. Mol Immunol 2022; 151:193-203. [PMID: 36166900 DOI: 10.1016/j.molimm.2022.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 08/21/2022] [Accepted: 09/11/2022] [Indexed: 11/26/2022]
Abstract
The structural and dynamic changes introduced during antibody humanization continue to be a topic open to new contributions. For this reason, the study of structural and functional changes of a murine scFv (mu.scFv) anti-rhIFN-α2b after humanization was carried out. As it was shown by long molecular dynamics simulations and circular dichroism analysis, changes in primary sequence affected the tertiary structure of the humanized scFv (hz.scFv): the position of the variable domain of light chain (VL) respective to the variable domain of heavy chain (VH) in each scFv molecule was different. This change mainly impacted on conformation and dynamics of the complementarity-determining region 3 of VH (CDR-H3) which led to changes in the specificity and affinity of humanized scFv (hz.scFv). These observations agree with experimental results that showed a decrease in the antigen-binding strength of hz.scFv, and different capacities of these molecules to neutralize the in vitro rhIFN-α2b biological activity. Besides, experimental studies to characterize antigen-antibody binding showed that mu.scFv and hz.scFv bind to the same antigen area and recognize a conformational epitope, which is evidence of docking results. Finally, the differences between these molecules to neutralize the in vitro rhIFN-α2b biological activity were described as a consequence of the blockade of certain functionally relevant amino acids of the cytokine, after scFv binding. All these observations confirmed that humanization affected the affinity and specificity of hz.scFv and pointed out that two specific changes in the frameworks would be responsible.
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Affiliation(s)
- María Fernanda Aguilar
- UNL, CONICET, FBCB, Centro Biotecnológico del Litoral, Santa Fe, Pcia. Santa Fe S3000ZAA, Argentina
| | - A Sergio Garay
- UNL, FBCB, Departamento de Física, Ciudad Universitaria UNL, Pje. "El Pozo" - C.C. 242, S3000ZAA Santa Fe, Argentina.
| | - Carolina Attallah
- UNL, CONICET, FBCB, Centro Biotecnológico del Litoral, Santa Fe, Pcia. Santa Fe S3000ZAA, Argentina
| | - Daniel E Rodrigues
- UNL, FBCB, Departamento de Física, Ciudad Universitaria UNL, Pje. "El Pozo" - C.C. 242, S3000ZAA Santa Fe, Argentina; INTEC, CONICET-UNL, Predio CONICET Santa Fe, Pje. "El Pozo", S3000 Santa Fe, Argentina
| | - Marcos Oggero
- UNL, CONICET, FBCB, Centro Biotecnológico del Litoral, Santa Fe, Pcia. Santa Fe S3000ZAA, Argentina.
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Bourguignon N, Karp P, Attallah C, Chamorro DA, Oggero M, Booth R, Ferrero S, Bhansali S, Pérez MS, Lerner B, Helguera G. Large Area Microfluidic Bioreactor for Production of Recombinant Protein. BIOSENSORS 2022; 12:bios12070526. [PMID: 35884329 PMCID: PMC9313365 DOI: 10.3390/bios12070526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/06/2022] [Accepted: 07/07/2022] [Indexed: 11/16/2022]
Abstract
To produce innovative biopharmaceuticals, highly flexible, adaptable, robust, and affordable bioprocess platforms for bioreactors are essential. In this article, we describe the development of a large-area microfluidic bioreactor (LM bioreactor) for mammalian cell culture that works at laminar flow and perfusion conditions. The 184 cm2 32 cisterns LM bioreactor is the largest polydimethylsiloxane (PDMS) microfluidic device fabricated by photopolymer flexographic master mold methodology, reaching a final volume of 2.8 mL. The LM bioreactor was connected to a syringe pump system for culture media perfusion, and the cells’ culture was monitored by photomicrograph imaging. CHO-ahIFN-α2b adherent cell line expressing the anti-hIFN-a2b recombinant scFv-Fc monoclonal antibody (mAb) for the treatment of systemic lupus erythematosus were cultured on the LM bioreactor. Cell culture and mAb production in the LM bioreactor could be sustained for 18 days. Moreover, the anti-hIFN-a2b produced in the LM bioreactor showed higher affinity and neutralizing antiproliferative activity compared to those mAbs produced in the control condition. We demonstrate for the first-time, a large area microfluidic bioreactor for mammalian cell culture that enables a controlled microenvironment suitable for the development of high-quality biologics with potential for therapeutic use.
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Affiliation(s)
- Natalia Bourguignon
- Centro IREN, Universidad Tecnológica Nacional, Haedo B1706EAH, Provincia de Buenos Aires, Argentina; (N.B.); (D.A.C.); (M.S.P.)
- Department of Electrical and Computer Engineering, Florida International University, Miami, FL 33174, USA;
| | - Paola Karp
- Laboratorio de Biotecnología Farmacéutica, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Ciudad de Buenos Aires C1428ADN, Argentina; (P.K.); (S.F.)
| | - Carolina Attallah
- Centro Biotecnológico del Litoral, Laboratorio de Cultivos Celulares, Facultad de Bioquímica y Ciencias Biológicas, Universidad Nacional del Litoral (UNL), CONICET, Santa Fe S3000ZAA, Provincia de Santa Fe, Argentina; (C.A.); (M.O.)
| | - Daniel A. Chamorro
- Centro IREN, Universidad Tecnológica Nacional, Haedo B1706EAH, Provincia de Buenos Aires, Argentina; (N.B.); (D.A.C.); (M.S.P.)
| | - Marcos Oggero
- Centro Biotecnológico del Litoral, Laboratorio de Cultivos Celulares, Facultad de Bioquímica y Ciencias Biológicas, Universidad Nacional del Litoral (UNL), CONICET, Santa Fe S3000ZAA, Provincia de Santa Fe, Argentina; (C.A.); (M.O.)
| | - Ross Booth
- Roche Sequencing Solutions, Inc., Pleasanton, CA 94588, USA;
| | - Sol Ferrero
- Laboratorio de Biotecnología Farmacéutica, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Ciudad de Buenos Aires C1428ADN, Argentina; (P.K.); (S.F.)
| | - Shekhar Bhansali
- Department of Electrical and Computer Engineering, Florida International University, Miami, FL 33174, USA;
| | - Maximiliano S. Pérez
- Centro IREN, Universidad Tecnológica Nacional, Haedo B1706EAH, Provincia de Buenos Aires, Argentina; (N.B.); (D.A.C.); (M.S.P.)
- Department of Electrical and Computer Engineering, Florida International University, Miami, FL 33174, USA;
| | - Betiana Lerner
- Centro IREN, Universidad Tecnológica Nacional, Haedo B1706EAH, Provincia de Buenos Aires, Argentina; (N.B.); (D.A.C.); (M.S.P.)
- Department of Electrical and Computer Engineering, Florida International University, Miami, FL 33174, USA;
- Correspondence: (B.L.); (G.H.); Tel.:+5411-4343-1177 (ext. 1209) (B.L.); +54-11-4783-2869 (G.H.)
| | - Gustavo Helguera
- Laboratorio de Biotecnología Farmacéutica, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Ciudad de Buenos Aires C1428ADN, Argentina; (P.K.); (S.F.)
- Correspondence: (B.L.); (G.H.); Tel.:+5411-4343-1177 (ext. 1209) (B.L.); +54-11-4783-2869 (G.H.)
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Attallah C, Aguilar MF, Forno G, Etcheverrigaray M, Brigido MDM, Maranhão AQ, Oggero M. The glycosylation of anti-rhIFN-α2b recombinant antibodies influences the antigen-neutralizing activity. Biotechnol Lett 2020; 42:1369-1381. [PMID: 32285235 DOI: 10.1007/s10529-020-02879-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Accepted: 03/29/2020] [Indexed: 01/17/2023]
Abstract
OBJECTIVES The influence of glycosylation on the antigen-neutralizing ability of two potential biotherapeutic anti-human IFN-α2b antibodies composed by murine and humanized single-chain Fv fused to human Fcγ1 (chimeric and humanized scFv-Fc, respectively) was studied. RESULTS Chimeric antibodies produced in CHO-K1 and HEK293 mammalian cells showed no differences in the antigen-antibody affinity but demonstrated differences in the in vitro neutralization of IFN-α2b activity. On the other hand, the humanized antibodies produced in the same cell types showed differences in both the antigen-antibody affinity and the antigen-neutralizing ability. These differences are due to the scFv domain, as evidenced by its expression in CHO-K1 and HEK293 cells. In order to determine if the Fc glycosylation influences the antigen binding ability, both parameters were analyzed on chimeric and humanized deglycosylated scFv-Fc. Surprisingly, no differences in the antigen-antibody affinity were observed, but differences in the antigen-neutralizing ability of both chimeric and humanized antibodies, and their respectively deglycosylated glycoforms were found. CONCLUSIONS Fc glycosylation influences the antigen neutralization ability of two anti-rhIFN-α2b recombinant antibodies. Although affinity is the widely accepted parameter to analyze antibody antigen binding, it does not appear to be sufficient to describe the behavior of recombinant antibodies in vitro. This work contributes with a high impact knowledge to develop therapeutic recombinant antibodies where glycosylation and producer cell lines must be taken into account for their influence on the antigen binding capacity and not only for their impact on the effector properties as it has been historically considered for antibodies.
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Affiliation(s)
- Carolina Attallah
- UNL, CONICET, FBCB (School of Biochemistry and Biological Sciences), CBL (Biotechnological Center of Litoral), Ciudad Universitaria, Ruta Nacional 168 - Km 472.4 - C.C. 242, S3000ZAA, Santa Fe, Argentina
| | - María Fernanda Aguilar
- UNL, CONICET, FBCB (School of Biochemistry and Biological Sciences), CBL (Biotechnological Center of Litoral), Ciudad Universitaria, Ruta Nacional 168 - Km 472.4 - C.C. 242, S3000ZAA, Santa Fe, Argentina
| | - Guillermina Forno
- R&D Zelltek S.A., UNL, CONICET, FBCB (School of Biochemistry and Biological Sciences), CBL (Biotechnological Center of Litoral), Ciudad Universitaria, Ruta Nacional 168 - Km 472.4 - C.C. 242, S3000ZAA, Santa Fe, Argentina
| | - Marina Etcheverrigaray
- UNL, CONICET, FBCB (School of Biochemistry and Biological Sciences), CBL (Biotechnological Center of Litoral), Ciudad Universitaria, Ruta Nacional 168 - Km 472.4 - C.C. 242, S3000ZAA, Santa Fe, Argentina
| | - Marcelo De Macedo Brigido
- Department of Cell Biology, Institute of Biological Sciences, University of Brasilia, Immunology Investigation Institute - iii - INCT, MCTIC, Brasilia, Brazil
| | - Andrea Queiroz Maranhão
- Department of Cell Biology, Institute of Biological Sciences, University of Brasilia, Immunology Investigation Institute - iii - INCT, MCTIC, Brasilia, Brazil
| | - Marcos Oggero
- UNL, CONICET, FBCB (School of Biochemistry and Biological Sciences), CBL (Biotechnological Center of Litoral), Ciudad Universitaria, Ruta Nacional 168 - Km 472.4 - C.C. 242, S3000ZAA, Santa Fe, Argentina.
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Bourguignon N, Attallah C, Karp P, Booth R, Peñaherrera A, Payés C, Oggero M, Pérez MS, Helguera G, Lerner B. Production of monoclonal antibodies in microfluidic devices. Integr Biol (Camb) 2018; 10:136-144. [DOI: 10.1039/c7ib00200a] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Affiliation(s)
- Natalia Bourguignon
- Facultad Regional Haedo, Universidad Tecnológica Nacional (UTN), Provincia de Buenos Aires CP 1706, Argentina
| | - Carolina Attallah
- Laboratorio de Cultivos Celulares, Facultad de Bioquímica y Ciencias Biológicas, Universidad Nacional del Litoral (UNL), CONICET, Santa Fe, Provincia de Santa Fe, 3000ZAA, Argentina
| | - Paola Karp
- Laboratorio de Biotecnología Farmacéutica, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Ciudad de Buenos Aires C1428ADN, Argentina
| | - Ross Booth
- MilliporeSigma Corporation, Hayward, CA 94545, USA
| | - Ana Peñaherrera
- Facultad Regional Haedo, Universidad Tecnológica Nacional (UTN), Provincia de Buenos Aires CP 1706, Argentina
| | - Cristian Payés
- Laboratorio de Biotecnología Farmacéutica, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Ciudad de Buenos Aires C1428ADN, Argentina
| | - Marcos Oggero
- Laboratorio de Cultivos Celulares, Facultad de Bioquímica y Ciencias Biológicas, Universidad Nacional del Litoral (UNL), CONICET, Santa Fe, Provincia de Santa Fe, 3000ZAA, Argentina
| | - Maximiliano S. Pérez
- Facultad Regional Haedo, Universidad Tecnológica Nacional (UTN), Provincia de Buenos Aires CP 1706, Argentina
- Instituto de Ingeniería Biomédica, Universidad de Buenos Aires (UBA), Ciudad de Buenos Aires C1063ACV, Argentina
| | - Gustavo Helguera
- Laboratorio de Biotecnología Farmacéutica, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Ciudad de Buenos Aires C1428ADN, Argentina
| | - Betiana Lerner
- Facultad Regional Haedo, Universidad Tecnológica Nacional (UTN), Provincia de Buenos Aires CP 1706, Argentina
- Instituto de Ingeniería Biomédica, Universidad de Buenos Aires (UBA), Ciudad de Buenos Aires C1063ACV, Argentina
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Screening and characterization of molecules that modulate the biological activity of IFNs-I. J Biotechnol 2016; 233:6-16. [DOI: 10.1016/j.jbiotec.2016.06.021] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2016] [Revised: 06/09/2016] [Accepted: 06/21/2016] [Indexed: 01/01/2023]
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