Copy Number Alterations Suggest a Functional Switch from Innate Immunity to DNA Repair and Drive Clinical Heterogeneity in Plasma Cell Dyscrasias

Background/Objectives: Multiple myeloma (MM) is a genetically complex hematological neoplasm driven by accumulating genomic events. Despite therapeutic advances, MM remains an incurable disease with a complex molecular picture. Characterizing copy number alterations (CNAs) represents a promising strategy to identify dysregulated biological pathways and reveal novel therapeutic targets. This study aimed to characterize the CNA profile across pre-malignant gammopathies, MM, and plasma cell leukemia, identifying the key molecular pathways involved in disease progression. Methods: Genomic analysis via array comparative genomic hybridization (aCGH) was performed on bone marrow samples from 21 patients representing all disease stages. Data were analyzed in CytoGenomics software version 5.3.0.14 utilizing the GRCh38/hg38 human genome. CNAs were identified with the ADM-2 algorithm, followed by functional enrichment analysis to determine significantly overrepresented pathways. Results: Pre-malignant evaluation suggested a potential functional switch from innate immunity and olfactory signaling in Monoclonal Gammopathy of Undetermined Significance (MGUS) to DNA repair mechanisms in Smoldering Multiple Myeloma (SMM), marking early genomic instability. In active MM, 280 CNAs were detected. Low-risk (ISS-I) patients retained cell adhesion signatures, whereas high-risk (ISS-III) profiles exhibited extensive genomic instability affecting tissue remodeling and cytokine signaling. Conclusions: In summary, our descriptive findings suggest that early alterations in immune response and olfactory signaling pathways may emerge as potential triggers driving pre-malignant dyscrasias and active MM development.

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Publication Details

Journal
International Journal of Translational Medicine
Published
2026-05-12
DOI
https://doi.org/10.3390/ijtm6020021
Primary Topic
Multiple Myeloma Research and Treatments
Type
article
Field-Weighted Citation Impact
0.00

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article

Copy Number Alterations Suggest a Functional Switch from Innate Immunity to DNA Repair and Drive Clinical Heterogeneity in Plasma Cell Dyscrasias

Daniel Pacheco Bruschi, Mateus de Paula Gomes, Wallax Augusto Silva Ferreira, Rodrigo Monteiro Ribeiro et al.
International Journal of Translational Medicine
Multiple Myeloma Research and Treatments
article

Copy Number Alterations Suggest a Functional Switch from Innate Immunity to DNA Repair and Drive Clinical Heterogeneity in Plasma Cell Dyscrasias

Daniel Pacheco Bruschi, Mateus de Paula Gomes, Wallax Augusto Silva Ferreira, Rodrigo Monteiro Ribeiro, Edivaldo Herculano Corrêa de Oliveira, Flávia Melo Cunha de Pinho Pessoa, Kaira Mara Cordeiro de Albuquerque, I.C. Farias, Jéssica Sousa Cavalcante, Carolina Koury Nassar Amorim, Leidivan Sousa da Cunha, Caio Bezerra Machado, MO Moraes, Guilherme Passos de Morais, Anna Karolyna da Costa Machado, Ana Paula Lopes Moreira, Beatriz Maria Dias Nogueira, Caroline Aquino Moreira-Nunes, Deivide de Sousa Oliveira, Igor Valentim Barreto
article en

Abstract

Background/Objectives: Multiple myeloma (MM) is a genetically complex hematological neoplasm driven by accumulating genomic events. Despite therapeutic advances, MM remains an incurable disease with a complex molecular picture. Characterizing copy number alterations (CNAs) represents a promising strategy to identify dysregulated biological pathways and reveal novel therapeutic targets. This study aimed to characterize the CNA profile across pre-malignant gammopathies, MM, and plasma cell leukemia, identifying the key molecular pathways involved in disease progression. Methods: Genomic analysis via array comparative genomic hybridization (aCGH) was performed on bone marrow samples from 21 patients representing all disease stages. Data were analyzed in CytoGenomics software version 5.3.0.14 utilizing the GRCh38/hg38 human genome. CNAs were identified with the ADM-2 algorithm, followed by functional enrichment analysis to determine significantly overrepresented pathways. Results: Pre-malignant evaluation suggested a potential functional switch from innate immunity and olfactory signaling in Monoclonal Gammopathy of Undetermined Significance (MGUS) to DNA repair mechanisms in Smoldering Multiple Myeloma (SMM), marking early genomic instability. In active MM, 280 CNAs were detected. Low-risk (ISS-I) patients retained cell adhesion signatures, whereas high-risk (ISS-III) profiles exhibited extensive genomic instability affecting tissue remodeling and cytokine signaling. Conclusions: In summary, our descriptive findings suggest that early alterations in immune response and olfactory signaling pathways may emerge as potential triggers driving pre-malignant dyscrasias and active MM development.

International Journal of Translational MedicineVol. 6(2)
Universidade Federal do Ceará (BR), Universidade de Fortaleza (BR), Unichristus (BR), Instituto Evandro Chagas (BR), Hospital Geral de Fortaleza (BR), Universidade Federal do Paraná (BR)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior, Pró-Reitoria de Pesquisa e Pós-Graduação, Universidade Federal do Pará
Good health and well-being
Openalex Percentile: Top 5%
Multiple Myeloma Research and Treatments
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