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1.
Eur J Haematol ; 2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38658354

ABSTRACT

Chimeric antigen receptor (CAR) T cell therapy is a promising treatment for pediatric patients with relapsed or refractory B cell acute lymphoblastic leukemia (R/R B ALL). Cytokine release syndrome (CRS) is a common toxicity after CAR T cell therapy and fever is often the first symptom. Differentiating CRS from infection after CAR T cell therapy can be challenging. Plasma microbial cell free DNA (mcfDNA) is a novel diagnostic tool which allows for qualitative and quantitative assessment of over 1000 organisms. This pilot study sought to characterize mcfDNA results in pediatric patients with R/R B ALL in the first 2 months after CAR T cell therapy.

2.
Clin Infect Dis ; 78(3): 775-784, 2024 03 20.
Article in English | MEDLINE | ID: mdl-37815489

ABSTRACT

BACKGROUND: Pneumonia is a common cause of morbidity and mortality, yet a causative pathogen is identified in a minority of cases. Plasma microbial cell-free DNA sequencing may improve diagnostic yield in immunocompromised patients with pneumonia. METHODS: In this prospective, multicenter, observational study of immunocompromised adults undergoing bronchoscopy to establish a pneumonia etiology, plasma microbial cell-free DNA sequencing was compared to standardized usual care testing. Pneumonia etiology was adjudicated by a blinded independent committee. The primary outcome, additive diagnostic value, was assessed in the Per Protocol population (patients with complete testing results and no major protocol deviations) and defined as the percent of patients with an etiology of pneumonia exclusively identified by plasma microbial cell-free DNA sequencing. Clinical additive diagnostic value was assessed in the Per Protocol subgroup with negative usual care testing. RESULTS: Of 257 patients, 173 met Per Protocol criteria. A pneumonia etiology was identified by usual care in 52/173 (30.1%), plasma microbial cell-free DNA sequencing in 49/173 (28.3%) and the combination of both in 73/173 (42.2%) patients. Plasma microbial cell-free DNA sequencing exclusively identified an etiology of pneumonia in 21/173 patients (additive diagnostic value 12.1%, 95% confidence interval [CI], 7.7% to 18.0%, P < .001). In the Per Protocol subgroup with negative usual care testing, plasma microbial cell-free DNA sequencing identified a pneumonia etiology in 21/121 patients (clinical additive diagnostic value 17.4%, 95% CI, 11.1% to 25.3%). CONCLUSIONS: Non-invasive plasma microbial cell-free DNA sequencing significantly increased diagnostic yield in immunocompromised patients with pneumonia undergoing bronchoscopy and extensive microbiologic and molecular testing. CLINICAL TRIALS REGISTRATION: NCT04047719.


Subject(s)
Pneumonia , Adult , Humans , Prospective Studies , Pneumonia/etiology , Sequence Analysis, DNA , Immunocompromised Host
3.
iScience ; 26(11): 108093, 2023 Nov 17.
Article in English | MEDLINE | ID: mdl-37965142

ABSTRACT

Secondary infection (SI) diagnosis in severe COVID-19 remains challenging. We correlated metagenomic sequencing of plasma microbial cell-free DNA (mcfDNA-Seq) with clinical SI assessment, immune response, and outcomes. We classified 42 COVID-19 inpatients as microbiologically confirmed-SI (Micro-SI, n = 8), clinically diagnosed-SI (Clinical-SI, n = 13, i.e., empiric antimicrobials), or no-clinical-suspicion-for-SI (No-Suspected-SI, n = 21). McfDNA-Seq was successful in 73% of samples. McfDNA detection was higher in Micro-SI (94%) compared to Clinical-SI (57%, p = 0.03), and unexpectedly high in No-Suspected-SI (83%), similar to Micro-SI. We detected culture-concordant mcfDNA species in 81% of Micro-SI samples. McfDNA correlated with LRT 16S rRNA bacterial burden (r = 0.74, p = 0.02), and biomarkers (white blood cell count, IL-6, IL-8, SPD, all p < 0.05). McfDNA levels were predictive of worse 90-day survival (hazard ratio 1.30 [1.02-1.64] for each log10 mcfDNA, p = 0.03). High mcfDNA levels in COVID-19 patients without clinical SI suspicion may suggest SI under-diagnosis. McfDNA-Seq offers a non-invasive diagnostic tool for pathogen identification, with prognostic value on clinical outcomes.

5.
Appl Health Econ Health Policy ; 19(2): 231-241, 2021 03.
Article in English | MEDLINE | ID: mdl-32944831

ABSTRACT

BACKGROUND: Invasive fungal infection is a major source of morbidity and mortality. The usage of microbial cell-free DNA for the detection and identification of invasive fungal infection has been considered as a potential alternative to invasive procedures allowing for rapid results. OBJECTIVE: This analysis aimed to assess the budget implications of using the Karius® Test in patients suspected of invasive fungal infection in an average state in the USA from a healthcare payer perspective. METHODS: The analysis used a decision tree to capture key stages of the patient pathway, from suspected invasive fungal infection to either receiving treatment for invasive fungal infection or being confirmed as having no invasive fungal infection. The analysis used published costs and resource use from a targeted review of the literature. Because of the paucity of published evidence on the reduction of diagnostic tests displaced by the Karius Test, the analysis used a 50% reduction in the use of bronchoscopy and/or bronchoalveolar lavage. The impact of this reduction was tested in a scenario analysis. RESULTS: The results of the analysis show that the introduction of the Karius Test is associated with a cost saving of US$2277 per patient; when multiplied by the estimated number of cases per year, the cost saving is US$17,039,666. The scenario analysis showed that the Karius Test only had an incremental cost of US$87 per patient when there was no reduction in bronchoscopy and bronchoalveolar lavage. CONCLUSIONS: The Karius Test may offer a valuable and timely option for the diagnosis of invasive fungal infection through its non-invasive approach and subsequent cost savings.


Subject(s)
Cell-Free Nucleic Acids , Invasive Fungal Infections , Cell-Free Nucleic Acids/isolation & purification , Humans , Immunocompromised Host , Invasive Fungal Infections/diagnosis , Invasive Fungal Infections/economics
6.
Mol Cancer Ther ; 16(5): 948-955, 2017 05.
Article in English | MEDLINE | ID: mdl-28468865

ABSTRACT

Collection of cell-free DNA (cfDNA) from the blood of individuals with cancer has permitted noninvasive tumor genome analysis. Detection and characterization of cfDNA in ascites and pleural effusions have not yet been reported. Herein, we analyzed cfDNA in the ascites and pleural effusions from six individuals with metastatic cancer. In all cases, cfDNA copy number variations (CNV) were discovered within the effusate. One individual had a relevant alteration with a high copy amplification in EGFR in a never smoker with lung cancer, who showed only MDM2 and CDK4 amplification in a prior tissue biopsy. Another subject with metastatic breast cancer had cytology-positive ascites and an activating PIK3CA mutation identified in the tissue, blood, and ascites collectively. This individual had tumor regression after the administration of the mTOR inhibitor everolimus and had evidence of chromotripsis from chromosomal rearrangements noted in the cell-free ascitic fluid. These results indicate that cfDNA from ascites and pleural effusions may provide additional information not detected with tumor and plasma cell-free DNA molecular characterization, and a context for important insights into tumor biology and clonal dynamic change within primary tumor and metastatic deposits. Mol Cancer Ther; 16(5); 948-55. ©2017 AACR.


Subject(s)
Ascites/genetics , Cell-Free Nucleic Acids/genetics , Genome, Human/genetics , Neoplasms/genetics , Adult , Aged , Aged, 80 and over , Ascites/blood , Cell Line, Tumor , Cell-Free Nucleic Acids/blood , Class I Phosphatidylinositol 3-Kinases/genetics , Cyclin-Dependent Kinase 4/genetics , DNA Copy Number Variations/genetics , ErbB Receptors/genetics , Female , Humans , Male , Middle Aged , Mutation , Neoplasms/blood , Neoplasms/classification , Neoplasms/pathology , Pleural Effusion/genetics , Proto-Oncogene Proteins c-mdm2/genetics
7.
Wiley Interdiscip Rev RNA ; 4(1): 129-38, 2013.
Article in English | MEDLINE | ID: mdl-23139172

ABSTRACT

The pervasive occurrence of cell-free miRNAs in circulation suggests that these species play an emerging role as regulatory molecules in the secretory environment. Are these molecules released fortuitously with no clear biological intent? Or do they constitute a regulatory architecture that has evolved to modulate gene expression using the highways and byways of the circulatory system? The study of circulating miRNAs continues to increase our understanding of the regulation of genomes. The diversity of acellular miRNAs from a functional perspective is discussed, and in particular we explore their utility in a clinical setting as blood-based biomarkers for diseases.


Subject(s)
Biomarkers, Tumor/blood , MicroRNAs/blood , Neoplasms/diagnosis , Biological Transport , Biomarkers, Tumor/genetics , Gene Expression Regulation, Neoplastic , Humans , Neoplasms/genetics
8.
Nature ; 489(7414): 101-8, 2012 Sep 06.
Article in English | MEDLINE | ID: mdl-22955620

ABSTRACT

Eukaryotic cells make many types of primary and processed RNAs that are found either in specific subcellular compartments or throughout the cells. A complete catalogue of these RNAs is not yet available and their characteristic subcellular localizations are also poorly understood. Because RNA represents the direct output of the genetic information encoded by genomes and a significant proportion of a cell's regulatory capabilities are focused on its synthesis, processing, transport, modification and translation, the generation of such a catalogue is crucial for understanding genome function. Here we report evidence that three-quarters of the human genome is capable of being transcribed, as well as observations about the range and levels of expression, localization, processing fates, regulatory regions and modifications of almost all currently annotated and thousands of previously unannotated RNAs. These observations, taken together, prompt a redefinition of the concept of a gene.


Subject(s)
DNA/genetics , Encyclopedias as Topic , Genome, Human/genetics , Molecular Sequence Annotation , Regulatory Sequences, Nucleic Acid/genetics , Transcription, Genetic/genetics , Transcriptome/genetics , Alleles , Cell Line , DNA, Intergenic/genetics , Enhancer Elements, Genetic , Exons/genetics , Gene Expression Profiling , Genes/genetics , Genomics , Humans , Polyadenylation/genetics , Protein Isoforms/genetics , RNA/biosynthesis , RNA/genetics , RNA Editing/genetics , RNA Splicing/genetics , Repetitive Sequences, Nucleic Acid/genetics , Sequence Analysis, RNA
9.
PLoS One ; 7(2): e31241, 2012.
Article in English | MEDLINE | ID: mdl-22359580

ABSTRACT

Inflammatory Bowel Disease--comprised of Crohn's Disease and Ulcerative Colitis (UC)--is a complex, multi-factorial inflammatory disorder of the gastrointestinal tract. In this study we have explored the utility of naturally occurring circulating miRNAs as potential blood-based biomarkers for non-invasive prediction of UC incidences. Whole genome maps of circulating miRNAs in micro-vesicles, Peripheral Blood Mononuclear Cells and platelets have been constructed from a cohort of 20 UC patients and 20 normal individuals. Through Significance Analysis of Microarrays, a signature of 31 differentially expressed platelet-derived miRNAs has been identified and biomarker performance estimated through a non-probabilistic binary linear classification using Support Vector Machines. Through this approach, classifier measurements reveal a predictive score of 92.8% accuracy, 96.2% specificity and 89.5% sensitivity in distinguishing UC patients from normal individuals. Additionally, the platelet-derived biomarker signature can be validated at 88% accuracy through qPCR assays, and a majority of the miRNAs in this panel can be demonstrated to sub-stratify into 4 highly correlated intensity based clusters. Analysis of predicted targets of these biomarkers reveal an enrichment of pathways associated with cytoskeleton assembly, transport, membrane permeability and regulation of transcription factors engaged in a variety of regulatory cascades that are consistent with a cell-mediated immune response model of intestinal inflammation. Interestingly, comparison of the miRNA biomarker panel and genetic loci implicated in IBD through genome-wide association studies identifies a physical linkage between hsa-miR-941 and a UC susceptibility loci located on Chr 20. Taken together, analysis of these expression maps outlines a promising catalog of novel platelet-derived miRNA biomarkers of clinical utility and provides insight into the potential biological function of these candidates in disease pathogenesis.


Subject(s)
Colitis, Ulcerative/diagnosis , Genome-Wide Association Study , MicroRNAs/blood , Biomarkers/blood , Case-Control Studies , Humans , Inflammation/immunology , Predictive Value of Tests , Sensitivity and Specificity , Support Vector Machine
10.
PLoS One ; 6(6): e20769, 2011.
Article in English | MEDLINE | ID: mdl-21698099

ABSTRACT

Effective diagnosis and surveillance of complex multi-factorial disorders such as cancer can be improved by screening of easily accessible biomarkers. Highly stable cell free Circulating Nucleic Acids (CNA) present as both RNA and DNA species have been discovered in the blood and plasma of humans. Correlations between tumor-associated genomic/epigenetic/transcriptional changes and alterations in CNA levels are strong predictors of the utility of this biomarker class as promising clinical indicators. Towards this goal microRNAs (miRNAs) representing a class of naturally occurring small non-coding RNAs of 19-25 nt in length have emerged as an important set of markers that can associate their specific expression profiles with cancer development. In this study we investigate some of the pre-analytic considerations for isolating plasma fractions for the study of miRNA biomarkers. We find that measurement of circulating miRNA levels are frequently confounded by varying levels of cellular miRNAs of different hematopoietic origins. In order to assess the relative proportions of this cell-derived class, we have fractionated whole blood into plasma and its ensuing sub-fractions. Cellular miRNA signatures in cohorts of normal individuals are catalogued and the abundance and gender specific expression of bona fide circulating markers explored after calibrating the signal for this interfering class. A map of differentially expressed profiles is presented and the intrinsic variability of circulating miRNA species investigated in subsets of healthy males and females.


Subject(s)
Biomarkers/blood , MicroRNAs/physiology , Female , Humans , Male , MicroRNAs/blood , Reverse Transcriptase Polymerase Chain Reaction
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