RODRIGO MACHADO

Mr. RODRIGO MACHADO

INSTITUTO NACIONAL DE TECNOLOGIA AGROPECUARIA, Buenos Aires, Argentina
orcid

Research Focus & Metrics

Academic Career Length

3Years (2024-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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11 June 2025 in Plants
Verified
Journal Article
Open access
PDF file
RODRIGO MACHADORODRIGO MACHADO
RODRIGO MACHADO
SMSebastian Moschen
Sebastian Moschen
GCGabriela Conti
Gabriela Conti
SGSergio Gonzalez
Sergio Gonzalez
Maximo RivarolaMaximo Rivarola
Maximo Rivarola
PFPaula Fernandez
Paula Fernandez
Huanglongbing (HLB), caused mainly by Candidatus Liberibacter asiaticus (CLas), is a devastating disease threatening citrus production worldwide, leading to leaf mottling, fruit deformation, and significant yield losses. This study generated a comprehensive co-expression network analysis using RNA-seq data from 17 public datasets. Weighted gene co-expression network analysis (WGCNA) was applied to identify gene modules associated with citrus species, tissue types, and days post-infection (DPIs). These modules revealed significant enrichment in biological pathways related to stress responses, metabolic reprograming, ribosomal protein synthesis, chloroplast and plastid function, cellular architecture, and intracellular transport. The results offer a molecular framework for understanding HLB pathogenesis and host response. By elucidating module-specific functions and their correlation with species- and tissue-specific responses, this study provides a robust foundation for identifying key genetic targets. These insights facilitate breeding programs focused on developing HLB-tolerant citrus cultivars, contributing to the long-term sustainability and resilience of global citrus production.

6 January 2025 in Preprints.org
Verified
Preprint
Open access
PDF file
RODRIGO MACHADORODRIGO MACHADO
RODRIGO MACHADO
SMSebastian Moschen
Sebastian Moschen
GCGabriela Conti
Gabriela Conti
SGSergio Gonzalez
Sergio Gonzalez
Maximo RivarolaMaximo Rivarola
Maximo Rivarola
PFPaula Fernandez
Paula Fernandez
Huanglongbing (HLB), caused mainly by Candidatus Liberibacter asiaticus (CLas), is a devastating disease which threatens citrus production worldwide, manifesting as leaf greening, fruit deformation and yield losses. This study generated a comprehensive co-expression network analysis using RNA-seq data from 17 public datasets and ap-plied Weighted Gene Co-expression Network Analysis (WGCNA) to identify gene modules associated with citrus species, tissue types and days post infection (DPI). Key modules were identified among different conditions. We found a significant gene enrichment involved in stress responses, metabolic processes, ribosomal protein syn-thesis; chloroplast and plastid functions; cellular structure; intracellular organization, and stress responses. These findings provide a molecular framework for understanding HLB pathogenesis and host tolerance. By elucidating module-specific functions and their correlation with species- and tis-sue-specific responses, this study provides a robust foundation for identifying key ge-netic targets. These insights facilitate breeding programs focused on developing HLB-tolerant citrus cultivars, contributing to the long-term sustainability and resili-ence of global citrus production.

28 June 2024 in Plant Molecular Biology
Verified
Journal Article
Closed access
PDF file
RODRIGO MACHADORODRIGO MACHADO
RODRIGO MACHADO
SMSebastián Elias Muchut
Sebastián Elias Muchut
CDCarlos Dezar
Carlos Dezar
ARAndrea Guadalupe Reutemann
Andrea Guadalupe Reutemann
CACarlos Agustín Alesso
Carlos Agustín Alesso
NMNora G. Uberti Manassero
Nora G. Uberti Manassero

30 January 2026 in Plants
Verified
Journal Article
Open access
PDF file
Florencia Nicole BekierFlorencia Nicole Bekier
Florencia Nicole Bekier
MCMariana Conte
Mariana Conte
RODRIGO MACHADORODRIGO MACHADO
RODRIGO MACHADO
LGLourdes Pereyra Ghidela
Lourdes Pereyra Ghidela
NANatalia Inés Almasia
Natalia Inés Almasia
GCGabriela Conti
Gabriela Conti
The SNAKIN/GASA family comprises antimicrobial peptides with proven activity against bacteria and fungi, making them promising candidates for improving disease resistance in citrus rootstocks. In sixty-seven new GASA variants from a citrus germplasm collection, the presence of the characteristic 12-cysteine domain was confirmed and were classified into three subfamilies. The absolute expression levels of ten representative genes were analyzed in floral tissues, young leaves, and mature leaves from five citrus accessions with contrasting susceptibility to Xanthomonas citri. Expression profiling revealed tissue-specific patterns, with higher transcript abundance in juvenile and floral tissues of tolerant accessions. Meta-analysis of HLB-related RNA-seq datasets revealed the upregulation of specific GASA genes. Three genes from Poncirus trifoliata—PtGASA6, PtGASA8, and PtGASA10—were then selected for functional validation in Nicotiana benthamiana. Transient overexpression of PtGASA6 and PtGASA10 significantly reduced disease symptoms caused by Pseudomonas syringae and heightened the hypersensitive response to X. citri, whereas PtGASA8 showed no detectable effect. Notably, PtGASA6 enhanced the hypersensitive response by 30% more than PtGASA10, while PtGASA10 delayed necrosis by 40% more than PtGASA6, indicating distinct antimicrobial mechanisms. Together, these results identify PtGASA6 and PtGASA10 as strong candidates for breeding and biotechnological strategies aimed at improving broad-spectrum bacterial disease resistance in citrus.

28 November 2025 in Preprints.org
Verified
Preprint
Open access
PDF file
Florencia Nicole BekierFlorencia Nicole Bekier
Florencia Nicole Bekier
MCMariana Conte
Mariana Conte
RODRIGO MACHADORODRIGO MACHADO
RODRIGO MACHADO
LGLourdes Pereyra Ghidela
Lourdes Pereyra Ghidela
NANatalia Inés Almasia
Natalia Inés Almasia
GCGabriela Conti
Gabriela Conti
The SNAKIN/GASA family comprises antimicrobial peptides with proven activity against phytopathogens that may play a significant role in citrus rootstock breeding. We identified 67 new curated GASA variants present in a germplasm collection. They were checked for the diagnostic 12-cysteine-domain and classified into three GASA subfamilies. Absolute expression of ten representative GASA genes was analyzed in floral, young leaf and mature leaf tissues from five accessions with contrasting levels of disease tolerance against Xanthomonas citri. Expression profiling revealed tissue-specific patterns, with higher transcript abundance in juvenile and floral tissues of tolerant accessions. Meta‑analysis of HLB‑related RNA‑seq datasets revealed the upregulation of specific GASA genes. Three candidate genes (PtGASA6, PtGASA8, and PtGASA10) derived from Poncirus trifoliata (a rootstock cultivar conferring disease tolerance), were selected and functionally assessed via transient overexpression in Nicotiana benthamiana. Overexpression of PtGASA6 and PtGASA10 significantly reduced disease symptoms caused by Pseudomonas syringae and enhanced hypersensitive response to Xanthomonas citri, whereas PtGASA8 showed no effect. Specific time-course dynamics and structural predictions suggest distinct antimicrobial mechanisms among these 2 genes. These findings provide new genetic targets for breeding and biotechnological strategies aimed at improving broad-spectrum bacterial disease resistance in citrus.