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1.
Clin Chim Acta ; 557: 117874, 2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38484907

ABSTRACT

BACKGROUND: Metagenomic next-generation sequencing (mNGS) is valuable for pathogen identification; however, distinguishing between infectious diseases and conditions with potentially similar clinical manifestations, including malignant tumors, is challenging. Therefore, we developed a method for simultaneous detection of infectious pathogens and cancer in blood samples. METHODS: Plasma samples (n = 244) were collected from 150 and 94 patients with infections and hematological malignancies, respectively, and analyzed by mNGS for pathogen detection, alongside human tumor chromosomal copy number variation (CNV) analysis (≥5Mbp or 10Mbp CNV region). Further, an evaluation set, comprising 87 plasma samples, was analyzed by mNGS and human CNV analysis, to validate the feasibility of the method. RESULTS: Among 94 patients with hematological malignancy, sensitivity values of CNV detection for tumor diagnosis were 69.15 % and 32.98 % for CNV region 5Mbp and 10Mbp, respectively, with corresponding specificities of 92.62 % and 100 % in the infection group. Area under the ROC curve (AUC) values for 5Mbp and 10Mbp region were 0.825 and 0.665, respectively, which was a significant difference of 0.160 (95 % CI: 0.110-0.210; p < 0.001), highlighting the superiority of 5Mbp output region data. Six patients with high-risk CNV results were identified in the validation study: three with history of tumor treatment, two eventually newly-diagnosed with hematological malignancies, and one with indeterminate final diagnosis. CONCLUSIONS: Concurrent CNV analysis alongside mNGS for infection diagnosis is promising for detecting malignant tumors. We recommend adopting a CNV region of 10Mbp over 5Mbp for our model, because of the lower false-positive rate (FPR).


Subject(s)
Hematologic Neoplasms , High-Throughput Nucleotide Sequencing , Humans , DNA Copy Number Variations , Hematologic Neoplasms/diagnosis , Hematologic Neoplasms/genetics , Plasma , Area Under Curve , Sensitivity and Specificity
2.
World J Clin Cases ; 11(20): 4912-4919, 2023 Jul 16.
Article in English | MEDLINE | ID: mdl-37584000

ABSTRACT

BACKGROUND: The clinical symptoms and imaging manifestations of neurocysticercosis (NCC) are very different, and the difficulty and delay of clinical diagnoses may lead to an increase in mortality and disability. Rapid and accurate pathogen identification is important for the treatment of these patients. Metagenomic next-generation sequencing (mNGS) is a powerful tool to identify pathogens, especially in infections that are difficult to identify by conventional methods. CASE SUMMARY: A 43-year-old male patient was admitted due to a recurrent headache for a few months. Imaging examinations showed hydrocephalus and cystic lesions, which were considered to be a central nervous system infection, but no etiology was found by routine examination. mNGS of the cerebrospinal fluid revealed high Taenia solium reads, and the positive results of a cysticercosis antibody test confirmed the infection. Combined with the patient's clinical manifestations, the etiological evidence, and the imaging manifestation, the patient was finally diagnosed with NCC and he was prescribed dexamethasone, albendazole, neurotrophic drugs, and intracranial pressure reduction therapy. The headaches disappeared after anti-parasite treatment, and no associated symptoms recurred prior to the three- and six-month follow-up. CONCLUSION: As an accurate and sensitivity detection method, mNGS can be a reliable approach for the diagnosis of NCC.

3.
Front Cell Infect Microbiol ; 13: 1256099, 2023.
Article in English | MEDLINE | ID: mdl-38362158

ABSTRACT

Background: Metagenomic next-generation sequencing (mNGS) of plasma cell-free DNA (cfDNA) shows promising application for complicated infections that cannot be resolved by conventional microbiological tests (CMTs). The criteria for cfDNA sequencing are currently in need of agreement and standardization. Methods: We performed a retrospective cohort observation of 653 patients who underwent plasma cfDNA mNGS, including 431 with suspected bloodstream infections (BSI) and 222 with other suspected systemic infections. Plasma mNGS and CMTs were performed simultaneously in clinical practice. The diagnostic efficacy of plasma mNGS and CMTs in the diagnosis of blood-borne and other systemic infections was evaluated using receiver operating characteristic (ROC) curves. The sensitivity and specificity of the two methods were analyzed based on the final clinical outcome as the gold standard. Results: The mNGS test showed an overall positive rate of 72.3% (472/653) for detecting microorganisms in plasma cfDNA, with a range of 2 to 6 different microorganisms detected in 171 patient specimens. Patients with positive mNGS results were more immunocompromised and had a higher incidence of severe disease (P<0·05). The sensitivity of mNGS was higher for BSI (93·5%) and other systemic infections (83·6%) compared to CMTs (37·7% and 14·3%, respectively). The mNGS detected DNA from a total of 735 microorganisms, with the number of microbial DNA reads ranging from 3 to 57,969, and a higher number of reads being associated with clinical infections (P<0·05). Of the 472 patients with positive mNGS results, clinical management was positively affected in 203 (43%) cases. Negative mNGS results led to a modified clinical management regimen in 92 patients (14.1%). The study also developed a bacterial and fungal library for plasma mNGS and obtained comparisons of turnaround times and detailed processing procedures for rare pathogens. Conclusion: Our study evaluates the clinical use and analytic approaches of mNGS in predicting bloodstream and local infections in clinical practice. Our results suggest that mNGS has higher positive predictive values (PPVs) for BSI and systemic infections compared to CMTs, and can positively affect clinical management in a significant number of patients. The standardized whole-process management procedure for plasma mNGS developed in this study will ensure improved pre-screening probabilities and yield clinically valuable data.


Subject(s)
Cell-Free Nucleic Acids , Sepsis , Humans , Retrospective Studies , High-Throughput Nucleotide Sequencing , Metagenomics , DNA , Sequence Analysis, DNA , Sensitivity and Specificity
4.
Front Cell Infect Microbiol ; 12: 949505, 2022.
Article in English | MEDLINE | ID: mdl-36237437

ABSTRACT

Background: Metagenomic next-generation sequencing (mNGS) is increasingly being used to detect pathogens directly from clinical specimens. However, the optimal application of mNGS and subsequent result interpretation can be challenging. In addition, studies reporting the use of mNGS for the diagnosis of invasive fungal infections (IFIs) are rare. Objective: We critically evaluated the performance of mNGS in the diagnosis of pulmonary IFIs, by conducting a multicenter retrospective analysis. The methodological strengths of mNGS were recognized, and diagnostic cutoffs were determined. Methods: A total of 310 patients with suspected pulmonary IFIs were included in this study. Conventional microbiological tests (CMTs) and mNGS were performed in parallel on the same set of samples. Receiver operating characteristic (ROC) curves were used to evaluate the performance of the logarithm of reads per kilobase per million mapped reads [lg(RPKM)], and read counts were used to predict true-positive pathogens. Result: The majority of the selected patients (86.5%) were immunocompromised. Twenty species of fungi were detected by mNGS, which was more than was achieved with standard culture methods. Peripheral blood lymphocyte and monocyte counts, as well as serum albumin levels, were significantly negatively correlated with fungal infection. In contrast, C-reactive protein and procalcitonin levels showed a significant positive correlation with fungal infection. ROC curves showed that mNGS [and especially lg(RPKM)] was superior to CMTs in its diagnostic performance. The area under the ROC curve value obtained for lg(RPKM) in the bronchoalveolar lavage fluid of patients with suspected pulmonary IFIs, used to predict true-positive pathogens, was 0.967, and the cutoff value calculated from the Youden index was -5.44. Conclusions: In this study, we have evaluated the performance of mNGS-specific indicators that can identify pathogens in patients with IFIs more accurately and rapidly than CMTs, which will have important clinical implications.


Subject(s)
Invasive Fungal Infections , Lung Diseases, Fungal , Mycoses , Pneumonia , C-Reactive Protein , High-Throughput Nucleotide Sequencing/methods , Humans , Invasive Fungal Infections/diagnosis , Lung Diseases, Fungal/diagnosis , Lung Diseases, Fungal/microbiology , Metagenomics/methods , Pneumonia/microbiology , Procalcitonin , Retrospective Studies , Sensitivity and Specificity , Serum Albumin
5.
Neural Plast ; 2021: 9942537, 2021.
Article in English | MEDLINE | ID: mdl-34868302

ABSTRACT

Circular RNAs (circRNAs) are highly enriched in the central nervous system and significantly involved in a range of brain-related physiological and pathological processes. Ischemic stroke is a complex disorder caused by multiple factors; however, whether brain-derived circRNAs participate in the complex regulatory networks involved in stroke pathogenesis remains unknown. Here, we successfully constructed a cerebral ischemia-injury model of middle cerebral artery occlusion (MCAO) in male Sprague-Dawley rats. Preliminary qualitative and quantitative analyses of poststroke cortical circRNAs were performed through deep sequencing, and RT-PCR and qRT-PCR were used for validation. Of the 24,858 circRNAs expressed in the rat cerebral cortex, 294 circRNAs were differentially expressed in the ipsilateral cerebral cortex between the MCAO and sham rat groups. Cluster, GO, and KEGG analyses showed enrichments of these circRNAs and their host genes in numerous biological processes and pathways closely related to stroke. We selected 106 of the 294 circRNAs and constructed a circRNA-miRNA-mRNA interaction network comprising 577 sponge miRNAs and 696 target mRNAs. In total, 15 key potential circRNAs were predicted to be involved in the posttranscriptional regulation of a series of downstream target genes, which are widely implicated in poststroke processes, such as oxidative stress, apoptosis, inflammatory response, and nerve regeneration, through the competing endogenous RNA mechanism. Thus, circRNAs appear to be involved in multilevel actions that regulate the vast network of multiple mechanisms and events that occur after a stroke. These results provide novel insights into the complex pathophysiological mechanisms of stroke.


Subject(s)
Cerebral Cortex/metabolism , Gene Regulatory Networks , Infarction, Middle Cerebral Artery/genetics , RNA, Circular/genetics , Stroke/genetics , Animals , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Infarction, Middle Cerebral Artery/metabolism , Male , RNA, Circular/metabolism , Rats , Rats, Sprague-Dawley , Stroke/metabolism
6.
Front Cell Infect Microbiol ; 11: 764142, 2021.
Article in English | MEDLINE | ID: mdl-34976855

ABSTRACT

Leishmania belongs to a genus of the protozoan parasites that causes leishmaniasis, and includes cutaneous leishmaniasis (CL) and visceral leishmaniasis (VL). In this case, Leishmania amastigotes were found on cytomorphology examination of the bone marrow specimen, followed by 1,076 Leishmania donovani reads using metagenomic next generation sequencing (mNGS). Since being definitely diagnosed with VL/HIV coinfection, the patient was treated with liposomal amphotericin B as the parasite-resistant therapy and was discharged after clinical cure. But nearly a year later, on the mNGS follow-up, L. donovani was detected in the patient's blood plasma specimen with 941 reads, suggesting that a relapse of leishmaniasis had occurred. These results indicate that leishmaniasis still exists in China and may represent a public health concern. This case could be helpful in the differential diagnosis of leishmaniasis, and for determining disease progression, prevention, and control of vectors and reservoir hosts.


Subject(s)
Acquired Immunodeficiency Syndrome , Leishmania donovani , Leishmaniasis, Cutaneous , Leishmaniasis, Visceral , Acquired Immunodeficiency Syndrome/complications , Adult , Humans , Leishmania donovani/genetics , Leishmaniasis, Cutaneous/diagnosis , Leishmaniasis, Visceral/diagnosis , Metagenomics
7.
Aging (Albany NY) ; 13(2): 2681-2699, 2020 12 15.
Article in English | MEDLINE | ID: mdl-33323541

ABSTRACT

Acute ischemia-reperfusion (IR)-induced brain injury is further exacerbated by a series of slower secondary pathogenic events, including delayed apoptosis due to neurotrophic factor deficiency. Neuritin, a neurotrophic factor regulating nervous system development and plasticity, is a potential therapeutic target for treatment of IR injury. In this study, Neuritin-overexpressing transgenic (Tg) mice were produced by pronuclear injection and offspring with high overexpression used to generate a line with stable inheritance for testing the neuroprotective capacity of Neuritin against transient global ischemia (TGI). Compared to wild-type mice, transgenic mice demonstrated reduced degradation of the DNA repair factor poly [ADP-ribose] polymerase 1 (PARP 1) in the hippocampus, indicating decreased hippocampal apoptosis rate, and a greater number of surviving hippocampal neurons during the first week post-TGI. In addition, Tg mice showed increased expression of the regeneration markers NF-200, synaptophysin, and GAP-43, and improved recovery of spatial learning and memory. Our findings exhibited that the window of opportunity of neural recovery in Neuritin transgenic mice group had a tendency to move ahead after TGI, which indicated that Neuritin can be used as a potential new therapeutic strategy for improving the outcome of cerebral ischemia injury.


Subject(s)
Brain Regeneration/genetics , Brain/physiopathology , Memory , Neurons/metabolism , Neuropeptides/genetics , Reperfusion Injury/physiopathology , Spatial Learning , Animals , Apoptosis , Brain/blood supply , Brain/metabolism , Carotid Artery, Common , Cell Survival , Female , GAP-43 Protein/metabolism , GPI-Linked Proteins/genetics , GPI-Linked Proteins/metabolism , Hippocampus/cytology , Hippocampus/metabolism , Male , Mice , Mice, Transgenic , Morris Water Maze Test , Neurofilament Proteins/metabolism , Neuropeptides/metabolism , Poly (ADP-Ribose) Polymerase-1/metabolism , RNA, Messenger/metabolism , Rats , Recovery of Function , Reperfusion Injury/metabolism , Synaptophysin/metabolism
8.
Biomark Med ; 13(3): 219-234, 2019 02.
Article in English | MEDLINE | ID: mdl-30810340

ABSTRACT

AIM: The role of octamer-binding transcription factor 4 (Oct4) in gastric cancer (GC) progression is still under debate and reported results are inconsistent. Therefore, we conducted a meta-analysis to evaluate the clinicopathological and prognostic significance of Oct4 expression in patients with GC. MATERIALS & METHODS: Relevant articles were retrieved from a diverse number of databases, and meta-analysis was completed using STATA software 12.0. RESULTS: Total of 21 studies were included in this analysis (3209 samples). Expression of Oct4 was associated with incidence, tumor size, lymph node metastasis, histological differentiation, pTNM stage, tumor depth of infiltration, vascular invasion and distal metastasis. Additionally, Oct4 expression was correlated with poor overall survival rate. CONCLUSION: The Oct4 overexpression suggested aggressive biological behaviors and imply that Oct4 may be a useful prognostic biomarker in gastric cancers.


Subject(s)
Biomarkers, Tumor/metabolism , Octamer Transcription Factor-3/metabolism , Stomach Neoplasms/pathology , Humans , Neoplasm Invasiveness , Neoplasm Metastasis , Prognosis , Stomach Neoplasms/metabolism
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