Exploring Microorganisms Associated to Acute Febrile Illness and Severe Neurological Disorders of Unknown Origin: A Nanopore Metagenomics Approach

被引:2
作者
Moreno, Keldenn Melo Farias [1 ]
de Andrade, Virginia Antunes [2 ]
Iani, Felipe Campos de Melo [3 ]
Fonseca, Vagner [4 ]
Lima, Mauricio Teixeira [1 ,5 ]
Barbosa, Emerson de Castro [5 ]
Tome, Luiz Marcelo Ribeiro [5 ]
Guimaraes, Natalia Rocha [5 ]
Fritsch, Hegger Machado [1 ,6 ]
Adelino, Talita [3 ]
Fereguetti, Tatiana Oliveira [2 ]
Aspahan, Maira Cardoso [2 ]
Barros, Tereza Gamarano [2 ]
Alcantara, Luiz Carlos Junior [5 ]
Giovanetti, Marta [7 ,8 ]
机构
[1] Univ Fed Minas Gerais, Inst Biol Sci, BR-31270901 Belo Horizonte, Brazil
[2] Eduardo Menezes Hosp, BR-30622020 Belo Horizonte, Brazil
[3] Ezequiel Dias Fdn, Cent Publ Hlth Lab State Minas Gerais, BR-30510010 Belo Horizonte, Brazil
[4] Univ Estado Bahia, Dept Exact & Earth Sci, BR-41150000 Salvador, Brazil
[5] Fundacao Oswaldo Cruz, Rene Rachou Inst, BR-30190002 Belo Horizonte, Brazil
[6] Univ Tours, Inserm U1259, Morphogenese & Antigenicite VIH & Virus Hepatites, F-37032 Tours, France
[7] Univ Campus Biomed Roma, Dept Sci & Technol Sustainable Dev & One Hlth, I-00128 Rome, Italy
[8] Fundacao Oswaldo Cruz, BR-21040900 Rio De Janeiro, Brazil
基金
美国国家卫生研究院;
关键词
acute febrile illness; severe neurological disorders; nanopore sequencing; metagenomics; MANIFESTATIONS;
D O I
10.3390/genes15070922
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Acute febrile illness (AFI) and severe neurological disorders (SNDs) often present diagnostic challenges due to their potential origins from a wide range of infectious agents. Nanopore metagenomics is emerging as a powerful tool for identifying the microorganisms potentially responsible for these undiagnosed clinical cases. In this study, we aim to shed light on the etiological agents underlying AFI and SND cases that conventional diagnostic methods have not been able to fully elucidate. Our approach involved analyzing samples from fourteen hospitalized patients using a comprehensive nanopore metagenomic approach. This process included RNA extraction and enrichment using the SMART-9N protocol, followed by nanopore sequencing. Subsequent steps involved quality control, host DNA/cDNA removal, de novo genome assembly, and taxonomic classification. Our findings in AFI cases revealed a spectrum of disease-associated microbes, including Escherichia coli, Streptococcus sp., Human Immunodeficiency Virus 1 (Subtype B), and Human Pegivirus. Similarly, SND cases revealed the presence of pathogens such as Escherichia coli, Clostridium sp., and Dengue virus type 2 (Genotype-II lineage). This study employed a metagenomic analysis method, demonstrating its efficiency and adaptability in pathogen identification. Our investigation successfully identified pathogens likely associated with AFI and SNDs, underscoring the feasibility of retrieving near-complete genomes from RNA viruses. These findings offer promising prospects for advancing our understanding and control of infectious diseases, by facilitating detailed genomic analysis which is critical for developing targeted interventions and therapeutic strategies.
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页数:12
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