Arjay Niño Arollado Digman

Mr. Arjay Niño Arollado Digman

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Research Focus & Metrics

Academic Career Length

1Year (2026-Present)

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

Representative Publications

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Journal Article
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JMJoanna Ina de Guzman Manalo
Joanna Ina de Guzman Manalo
ARAdeliza Mae Realingo
Adeliza Mae Realingo
LDLei Lanna Mendoza Dancel
Lei Lanna Mendoza Dancel
TDTimothy John R. Dizon
Timothy John R. Dizon
ANAmalea Dulcene Nicolasora
Amalea Dulcene Nicolasora
JDJulieta Dungca
Julieta Dungca
Leptospirosis remains a public health concern in the Philippines. Conventional diagnostic methods, including the microscopic agglutination test (MAT) and qPCR, are routinely used for outbreak response and surveillance. However, these methods often yield discordant results due to cross-reactivity, limited sensitivity, or lack of species-level resolution. To address these diagnostic gaps, this study optimized the Boonsilp 16S rRNA PCR assay and applied Sanger sequencing for accurate species identification of Leptospira in 92 archived DNA samples collected between 2018 and 2020. The sensitivity and specificity of the optimized assay were compared with those of MAT and qPCR. Species-level identification was confirmed via sequencing, and a phylogenetic tree was constructed. Among the 92 samples, 46 (50.0%) tested positive by qPCR, 39 (42.4%) by MAT, and 67 (72.8%) by at least one of the two methods. The optimized Boonsilp assay detected Leptospira in 23 samples (25.0%), of which 22 were also qPCR positive. Twenty-one samples were confirmed as L. interrogans, one as L. borgpetersenii, and one as an unclassified Leptospira species. One sample undetected by both MAT and qPCR tested positive using the optimized assay. Compared to the composite reference, the Boonsilp assay showed 32.8% sensitivity and 96.0% specificity. Phylogenetic analysis revealed multiple L. interrogans strains, including those closely related to reference sequences of Copenhageni, Manilae, and Canicola. While the optimized Boonsilp PCR assay demonstrates diagnostic value as an adjunct molecular tool to qPCR and MAT supporting species-level identification during outbreak surveillance, this warrants further validation in freshly isolated DNA samples.

16 September 2026 in medRxiv
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ARAdeliza Mae Realingo
Adeliza Mae Realingo
JMJoanna Ina de Guzman Manalo
Joanna Ina de Guzman Manalo
LDLei Lanna M. Dancel
Lei Lanna M. Dancel
KCKristine Alvarado-Dela Cruz
Kristine Alvarado-Dela Cruz
ADArjay Niño Arollado Digman
Arjay Niño Arollado Digman
ALAllen Anthony P. Laraño
Allen Anthony P. Laraño
Leptospirosis is a highly endemic neglected tropical disease in the Philippines, where conventional diagnostic methods such as the microscopic agglutination test (MAT) provide limited information on circulating Leptospira and are affected by serological cross-reactivity. This study evaluated the utility of shotgun metagenomic next-generation sequencing (mNGS) for pathogen detection and species-level characterization using 20 archived serum-derived total nucleic acid extracts collected from suspected leptospirosis cases. Samples were previously tested by quantitative real-time PCR (qPCR) and MAT, and sequenced using the Illumina MiSeq platform. Host-derived reads were removed using BWA and SAMtools prior to taxonomic profiling with KrakenUniq. Species-level Leptospira assignments were retained based on predefined KrakenUniq filtering criteria, including a minimum taxReads threshold and evidence of taxon-specific unique k-mers. Leptospira taxReads were detected in 58.8% (n=10/17) of qPCR-positive samples. Notably, mNGS detected pathogenic Leptospira in 60% (n=6/10) qPCR-positive but MAT-negative samples, demonstrating its potential to complement conventional serology for etiological characterization. MAT reactivity was predominantly against L. biflexa serovar Patoc (n=4/5), with one sample reacting to L. interrogans serovar Autumnalis in the MAT-positive samples. Meanwhile, mNGS identified a predominance of L. interrogans, with additional detection of L. borgpetersenii and L. kirschneri. The absence of detectable Leptospira in some qPCR-positive samples underscores the sensitivity limitations of mNGS in low-burden or archived samples. Overall, mNGS provided species-level information beyond conventional diagnostics and supports its potential application in Leptospira genomic surveillance in the Philippines. IMPACT STATEMENT: Leptospirosis remains an important public health concern in the Philippines, but genomic information on human Leptospira infections is limited. Shotgun metagenomic sequencing provided species-level information beyond routine qPCR and MAT. Leptospira interrogans predominated, alongside other pathogenic species. These findings establish an initial genomic baseline for Leptospira in Philippine clinical specimens and support future surveillance of strain and serovar diversity and transmission.