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1.
Mol Cancer ; 23(1): 28, 2024 02 02.
Artigo em Inglês | MEDLINE | ID: mdl-38308296

RESUMO

BACKGROUND: Current diagnostics for the detection of pancreato-biliary cancers (PBCs) need to be optimized. We therefore propose that methylated cell-free DNA (cfDNA) derived from non-invasive liquid biopsies serves as a novel biomarker with the ability to discriminate pancreato-biliary cancers from non-cancer pancreatitis patients. METHODS: Differentially methylated regions (DMRs) from plasma cfDNA between PBCs, pancreatitis and clinical control samples conditions were identified by next-generation sequencing after enrichment using methyl-binding domains and database searches to generate a discriminatory panel for a hybridization and capture assay with subsequent targeted high throughput sequencing. RESULTS: The hybridization and capture panel, covering around 74 kb in total, was applied to sequence a cohort of 25 PBCs, 25 pancreatitis patients, 25 clinical controls, and seven cases of Intraductal Papillary Mucinous Neoplasia (IPMN). An unbiased machine learning approach identified the 50 most discriminatory methylation markers for the discrimination of PBC from pancreatitis and controls resulting in an AUROC of 0.85 and 0.88 for a training (n = 45) and a validation (n = 37) data set, respectively. The panel was also able to distinguish high grade from low grade IPMN samples. CONCLUSIONS: We present a proof of concept for a methylation biomarker panel with better performance and improved discriminatory power than the current clinical marker CA19-9 for the discrimination of pancreato-biliary cancers from non-cancerous pancreatitis patients and clinical controls. This workflow might be used in future diagnostics for the detection of precancerous lesions, e.g. the identification of high grade IPMNs vs. low grade IPMNs.


Assuntos
Carcinoma Ductal Pancreático , Ácidos Nucleicos Livres , Neoplasias Intraductais Pancreáticas , Neoplasias Pancreáticas , Pancreatite , Humanos , Biomarcadores Tumorais/genética , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patologia , Pancreatite/diagnóstico , Pancreatite/genética , Biópsia Líquida , Carcinoma Ductal Pancreático/patologia
2.
Nat Commun ; 15(1): 1413, 2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38360754

RESUMO

Genomic surveillance of Plasmodium falciparum malaria can provide policy-relevant information about antimalarial drug resistance, diagnostic test failure, and the evolution of vaccine targets. Yet the large and low complexity genome of P. falciparum complicates the development of genomic methods, while resource constraints in malaria endemic regions can limit their deployment. Here, we demonstrate an approach for targeted nanopore sequencing of P. falciparum from dried blood spots (DBS) that enables cost-effective genomic surveillance of malaria in low-resource settings. We release software that facilitates flexible design of amplicon sequencing panels and use this software to design two target panels for P. falciparum. The panels generate 3-4 kbp reads for eight and sixteen targets respectively, covering key drug-resistance associated genes, diagnostic test antigens, polymorphic markers and the vaccine target csp. We validate our approach on mock and field samples, demonstrating robust sequencing coverage, accurate variant calls within coding sequences, the ability to explore P. falciparum within-sample diversity and to detect deletions underlying rapid diagnostic test failure.


Assuntos
Malária Falciparum , Malária , Sequenciamento por Nanoporos , Vacinas , Humanos , Plasmodium falciparum/genética , Análise Custo-Benefício , Malária Falciparum/diagnóstico , Malária/epidemiologia , Genômica
3.
Cell Rep ; 42(6): 112637, 2023 06 27.
Artigo em Inglês | MEDLINE | ID: mdl-37300834

RESUMO

Inflammatory bowel diseases (IBDs) are a global health issue with an increasing incidence. Although the pathogenesis of IBDs has been investigated intensively, the etiology of IBDs remains enigmatic. Here, we report that interleukin-3 (Il-3)-deficient mice are more susceptible and exhibit increased intestinal inflammation during the early stage of experimental colitis. IL-3 is locally expressed in the colon by cells harboring a mesenchymal stem cell phenotype and protects by promoting the early recruitment of splenic neutrophils with high microbicidal capability into the colon. Mechanistically, IL-3-dependent neutrophil recruitment involves CCL5+ PD-1high LAG-3high T cells, STAT5, and CCL20 and is sustained by extramedullary splenic hematopoiesis. During acute colitis, Il-3-/- show, however, increased resistance to the disease as well as reduced intestinal inflammation. Altogether, this study deepens our understanding of IBD pathogenesis, identifies IL-3 as an orchestrator of intestinal inflammation, and reveals the spleen as an emergency reservoir for neutrophils during colonic inflammation.


Assuntos
Colite Ulcerativa , Interleucina-3 , Animais , Camundongos , Colite/patologia , Colite Ulcerativa/patologia , Colo/patologia , Sulfato de Dextrana , Modelos Animais de Doenças , Inflamação/patologia , Doenças Inflamatórias Intestinais/patologia , Mucosa Intestinal/patologia , Camundongos Endogâmicos C57BL , Neutrófilos/patologia , Baço/patologia
4.
Sci Rep ; 13(1): 4388, 2023 03 16.
Artigo em Inglês | MEDLINE | ID: mdl-36928077

RESUMO

In order to identify biomarkers for earlier prediction of COVID-19 outcome, we collected blood samples from patients with fatal outcomes (non-survivors) and with positive clinical outcomes (survivors) at ICU admission and after seven days. COVID-19 survivors and non-survivors showed significantly different transcript levels for 93 genes in whole blood already at ICU admission as revealed by RNA-Seq. These differences became even more pronounced at day 7, resulting in 290 differentially expressed genes. Many identified genes play a role in the differentiation of hematopoietic cells. For validation, we designed an RT-qPCR assay for C-type lectin domain family 12 member A (CLEC12A) and acetylcholinesterase (ACHE), two transcripts that showed highest potential to discriminate between survivors and non-survivors at both time points. Using our combined RT-qPCR assay we examined 33 samples to accurately predict patient survival with an AUROC curve of 0.931 (95% CI = 0.814-1.000) already at ICU admission. CLEC12A and ACHE showed improved prediction of patient outcomes compared to standard clinical biomarkers including CRP and PCT in combination (AUROC = 0.403, 95% CI = 0.108-0.697) or SOFA score (AUROC = 0.701 95% CI = 0.451-0.951) at day 0. Therefore, analyzing CLEC12A and ACHE gene expression from blood may provide a promising approach for early risk stratification of severely ill COVID-19 patients.


Assuntos
Acetilcolinesterase , COVID-19 , Lectinas Tipo C , Humanos , Biomarcadores , COVID-19/genética , Estado Terminal , Unidades de Terapia Intensiva , Lectinas Tipo C/genética , Escores de Disfunção Orgânica , Prognóstico , Receptores Mitogênicos , Estudos Retrospectivos , Medição de Risco , Curva ROC
5.
Microbiol Resour Announc ; 9(10)2020 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-32139557

RESUMO

Andreprevotia sp. strain IGB-42 is a chitin-degrading bacterium isolated from the soil of an anthill. The genome contains 4.7 Mb, a G+C content of 61.31%, 4,257 predicted open reading frames, and a set of industrially interesting chitinase genes.

6.
Crit Care Med ; 47(5): e394-e402, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-30720537

RESUMO

OBJECTIVES: Culture-based diagnostics represent the standard of care in septic patients, but are highly insensitive and in many cases unspecific. We recently demonstrated the general feasibility of next-generation sequencing-based diagnostics using free circulating nucleic acids (cell-free DNA) in plasma samples of septic patients. Within the presented investigation, higher performance of next-generation sequencing-based diagnostics was validated by comparison to matched blood cultures. DESIGN: A secondary analysis of a prospective, observational, single-center study. SETTING: Surgical ICU of a university hospital and research laboratory. PATIENTS: Fifty patients with septic shock, 20 uninfected patients with elective surgery as control cohort. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: From 256 plasma samples of 48 septic patients at up to seven consecutive time points within the 28-day observation period, cell-free DNA was isolated and analyzed by next-generation sequencing and relevance scoring. In parallel, results from culture-based diagnostics (e.g., blood culture) were obtained. Plausibility of blood culture and next-generation sequencing results as well as adequacy of antibiotic therapy was evaluated by an independent expert panel. In contrast to blood culture with a positivity rate of 33% at sepsis onset, the positivity rate for next-generation sequencing-based pathogen identification was 72%. Over the whole study period, blood culture positivity was 11%, and next-generation sequencing positivity was 71%. Ninety-six percent of positive next-generation sequencing results for acute sepsis time points were plausible and would have led to a change to a more adequate therapy in 53% of cases as assessed by the expert evaluation. CONCLUSIONS: Our results show that next-generation sequencing-based analyses of bloodstream infections provide a valuable diagnostic platform for the identification of clinically relevant pathogens with higher sensitivity and specificity than blood culture, indicating that patients might benefit from a more appropriate therapy based on next-generation sequencing-based diagnosis.


Assuntos
DNA Bacteriano/sangue , Sequenciamento de Nucleotídeos em Larga Escala , Choque Séptico/diagnóstico , Choque Séptico/microbiologia , Biomarcadores/sangue , Hemocultura , Farmacorresistência Bacteriana/genética , Feminino , Humanos , Unidades de Terapia Intensiva , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Sensibilidade e Especificidade , Choque Séptico/sangue
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