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Huygens S, Schauwvlieghe A, Wlazlo N, Moors I, Boelens J, Reynders M, Chong GL, Klaassen CHW, Rijnders BJA. Diagnostic Value of Microbial Cell-free DNA Sequencing for Suspected Invasive Fungal Infections: A Retrospective Multicenter Cohort Study. Open Forum Infect Dis 2024; 11:ofae252. [PMID: 38868302 PMCID: PMC11166502 DOI: 10.1093/ofid/ofae252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 05/01/2024] [Indexed: 06/14/2024] Open
Abstract
Background An early diagnosis and treatment of invasive fungal disease (IFD) is associated with improved outcome, but the moderate sensitivity of noninvasive diagnostic tests makes this challenging. Invasive diagnostic procedures such as bronchoalveolar lavage (BAL) have a higher yield but are not without risk. The detection and sequencing of microbial cell-free DNA (mcfDNA) may facilitate a noninvasive diagnosis. Materials In a prospective observational study, we collected plasma in the 120 hours preceding or following a BAL in patients with hematological malignancies suspected for a pulmonary IFD. The EORTC/MSGERC2020 criteria were used for IFD classification. Sequencing was performed by Karius (Redwood City, CA) using their Karius Test (KT) on plasma and a "research use only test" on BAL fluid if available. Cases with a probable/proven IFD were identified based on standard diagnostic tests on serum and BAL (microscopy, polymerase chain reaction, galactomannan, culture) and used to calculate the sensitivity, specificity, and additional diagnostic value of the KT. Results Of 106 patients enrolled, 39 (37%) had a proven/probable invasive aspergillosis, 7 (7%) a non-Aspergillus IFD, and 4 (4%) a mixed IFD. The KT detected fungal mcfDNA in 29 (28%) patients. Compared with usual diagnostic tests, the sensitivity and specificity were 44.0% (95% confidence interval [CI], 31.2-57.7) and 96.6% (95% CI, 88.5%-99.1%). Sensitivity of the KT was higher in non-Aspergillus IFD (Mucorales:2/3, Pneumocystis jirovecii: 3/5). On BAL, the sensitivity was 72.2% (95% CI, 62.1-96.3), and specificity 83.3% (95% CI, 49.1-87.5). Conclusions Sequencing of mcfDNA may facilitate a noninvasive diagnosis of IFD in particular non-Aspergillus IFD. However, on plasma and similar to currently available diagnostics, it cannot be used as a "rule-out" test.
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Affiliation(s)
- Sammy Huygens
- Department of Internal Medicine, Section of Infectious Diseases and Department of Medical Microbiology and Infectious Diseases, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Hematology, Ghent University Hospital, Ghent, Belgium
| | | | - Nick Wlazlo
- Department of Hematology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Ine Moors
- Department of Hematology, Ghent University Hospital, Ghent, Belgium
| | - Jerina Boelens
- Department of Microbiology, Ghent University Hospital, Ghent, Belgium
- Department of Diagnostic Sciences, Ghent University, Ghent, Belgium
| | - Marijke Reynders
- Department of Laboratory Medicine, Medical Microbiology, AZ St-Jan Brugge-Oostende Hospital, Bruges, Belgium
| | - Ga-Lai Chong
- Department of Medical Microbiology & Infectious Diseases, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Corné H W Klaassen
- Department of Medical Microbiology & Infectious Diseases, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Bart J A Rijnders
- Department of Internal Medicine, Section of Infectious Diseases and Department of Medical Microbiology and Infectious Diseases, Erasmus University Medical Center, Rotterdam, The Netherlands
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Wang L, Tian W, Zhang W, Wen D, Yang S, Wang J, Han X, Wang J, Ding W, Wang L, Yu Y, Wu W. A Machine learning model for predicting sepsis based on an optimized assay for microbial cell-free DNA sequencing. Clin Chim Acta 2024; 559:119716. [PMID: 38710402 DOI: 10.1016/j.cca.2024.119716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 04/29/2024] [Accepted: 05/03/2024] [Indexed: 05/08/2024]
Abstract
OBJECTIVE To integrate an enhanced molecular diagnostic technique to develop and validate a machine-learning model for diagnosing sepsis. METHODS We prospectively enrolled patients suspected of sepsis from August 2021 to August 2023. Various feature selection algorithms and machine learning models were used to develop the model. The best classifier was selected using 5-fold cross validation set and then was applied to assess the performance of the model in the testing set. Additionally, we employed the Shapley Additive exPlanations (SHAP) method to illustrate the effects of the features. RESULTS We established an optimized mNGS assay and proposed using the copies of microbe-specific cell-free DNA per milliliter of plasma (CPM) as the detection signal to evaluate the real burden, with strong precision and high accuracy. In total, 237 patients were eligible for participation, which were randomly assigned to either the training set (70 %, n = 165) or the testing set (30 %, n = 72). The random forest classifier achieved accuracy, AUC and F1 scores of 0.830, 0.918 and 0.856, respectively, outperforming other machine learning models in the training set. Our model demonstrated clinical interpretability and achieved good prediction performance in differentiating between bacterial sepsis and non-sepsis, with an AUC value of 0.85 and an average precision of 0.91 in the testing set. Based on the SHAP value, the top nine features of the model were PCT, CPM, CRP, ALB, SBPmin, RRmax, CREA, PLT and HRmax. CONCLUSION We demonstrated the potential of machine-learning approaches for predicting bacterial sepsis based on optimized mcfDNA sequencing assay accurately.
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Affiliation(s)
- Lili Wang
- Department of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China; Department of Laboratory Medicine, Zhoushan Women and Children Hospital, Zhoushan, China
| | - Wenjie Tian
- Department of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Weijun Zhang
- Department of Critical Care Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Donghua Wen
- Department of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Simin Yang
- Department of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jichao Wang
- Matridx Biotechnology Co., Ltd, Hangzhou, China
| | - Xu Han
- Matridx Biotechnology Co., Ltd, Hangzhou, China
| | - Jun Wang
- Matridx Biotechnology Co., Ltd, Hangzhou, China
| | | | - Lihui Wang
- Department of Critical Care Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuetian Yu
- Department of Critical Care Medicine, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Key Laboratory of Multiple Organ Failure (Zhejiang University), Ministry of Education, Zhejiang, China; Key Laboratory of Intelligent Pharmacy and Individualized Therapy, Zhejiang, China; Guangxi Health Commission Key Laboratory of Diagnosis and Treatment of Acute Respiratory Distress Syndrome, Guangxi, China.
| | - Wenjuan Wu
- Department of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.
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Liu Y, Ma Y. Clinical applications of metagenomics next-generation sequencing in infectious diseases. J Zhejiang Univ Sci B 2024:1-14. [PMID: 38772736 DOI: 10.1631/jzus.b2300029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 06/06/2023] [Indexed: 05/23/2024]
Abstract
Infectious diseases are a great threat to human health. Rapid and accurate detection of pathogens is important in the diagnosis and treatment of infectious diseases. Metagenomics next-generation sequencing (mNGS) is an unbiased and comprehensive approach for detecting all RNA and DNA in a sample. With the development of sequencing and bioinformatics technologies, mNGS is moving from research to clinical application, which opens a new avenue for pathogen detection. Numerous studies have revealed good potential for the clinical application of mNGS in infectious diseases, especially in difficult-to-detect, rare, and novel pathogens. However, there are several hurdles in the clinical application of mNGS, such as: (1) lack of universal workflow validation and quality assurance; (2) insensitivity to high-host background and low-biomass samples; and (3) lack of standardized instructions for mass data analysis and report interpretation. Therefore, a complete understanding of this new technology will help promote the clinical application of mNGS to infectious diseases. This review briefly introduces the history of next-generation sequencing, mainstream sequencing platforms, and mNGS workflow, and discusses the clinical applications of mNGS to infectious diseases and its advantages and disadvantages.
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Affiliation(s)
- Ying Liu
- Department of Clinical Laboratory, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua 321000, China
| | - Yongjun Ma
- Department of Clinical Laboratory, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua 321000, China.
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Moreno A, Mah J, Budvytiene I, Ho DY, Schwenk HT, Banaei N. Dynamics and prognostic value of plasma cell-free DNA PCR in patients with invasive aspergillosis and mucormycosis. J Clin Microbiol 2024; 62:e0039424. [PMID: 38602412 DOI: 10.1128/jcm.00394-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 03/19/2024] [Indexed: 04/12/2024] Open
Abstract
Aspergillus species and Mucorales agents are the primary etiologies of invasive fungal disease (IFD). Biomarkers that predict outcomes are needed to improve care. Patients diagnosed with invasive aspergillosis and mucormycosis using plasma cell-free DNA (cfDNA) PCR were retested weekly for 4 weeks. The primary outcome included all-cause mortality at 6 weeks and 6 months based on baseline cycle threshold (CT) values and results of follow-up cfDNA PCR testing. Forty-five patients with Aspergillus and 30 with invasive Mucorales infection were retested weekly for a total of 197 tests. Using the European Organization for Research and Treatment of Cancer and the Mycoses Study Group Education and Research Consortium (EORTC/MSG) criteria, 30.7% (23/75), 25.3% (19/75), and 38.7% (29/75) had proven, probable, and possible IFD, respectively. In addition, 97.3% (73/75) were immunocompromised. Baseline CT increased significantly starting at week 1 for Mucorales and week 2 for Aspergillus. Aspergillosis and mucormycosis patients with higher baseline CT (CT >40 and >35, respectively) had a nonsignificantly higher survival rate at 6 weeks, compared with patients with lower baseline CT. Mucormycosis patients with higher baseline CT had a significantly higher survival rate at 6 months. Mucormycosis, but not aspergillosis patients, with repeat positive cfDNA PCR results had a nonsignificantly lower survival rate at 6 weeks and 6 months compared with patients who reverted to negative. Aspergillosis patients with baseline serum Aspergillus galactomannan index <0.5 and <1.0 had significantly higher survival rates at 6 weeks when compared with those with index ≥0.5 and ≥1.0, respectively. Baseline plasma cfDNA PCR CT can potentially be used to prognosticate survival in patients with invasive Aspergillus and Mucorales infections. IMPORTANCE We show that Aspergillus and Mucorales plasma cell-free DNA PCR can be used not only to noninvasively diagnose patients with invasive fungal disease but also to correlate the baseline cycle threshold with survival outcomes, thus potentially allowing the identification of patients at risk for poor outcomes, who may benefit from more targeted therapies.
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Affiliation(s)
- Angel Moreno
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Jordan Mah
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Indre Budvytiene
- Clinical Microbiology Laboratory, Stanford Health Care, Palo Alto, California, USA
| | - Dora Y Ho
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University, Stanford, California, USA
| | - Hayden T Schwenk
- Division of Infectious Diseases, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
| | - Niaz Banaei
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
- Clinical Microbiology Laboratory, Stanford Health Care, Palo Alto, California, USA
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University, Stanford, California, USA
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Aftandilian C, Bito XR, Berman D, Zhang A, Duttagupta R, Davis KL. Plasma microbial cell-free DNA following chimeric antigen receptor T cell therapy in pediatric patients with relapsed/refractory leukemia. Eur J Haematol 2024. [PMID: 38658354 DOI: 10.1111/ejh.14216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 04/06/2024] [Accepted: 04/10/2024] [Indexed: 04/26/2024]
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.
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Affiliation(s)
- Catherine Aftandilian
- Pediatric Hematology/Oncology/Stem Cell Transplant and Regenerative Medicine, Stanford University, Palo Alto, California, USA
| | - Xue Rachel Bito
- Cancer and Blood Disease Institute, Children's Hospital of Los Angeles, Los Angeles, California, USA
| | | | - Amy Zhang
- Department of Medicine, Quantitative Sciences Unit, Stanford University School of Medicine, Palo Alto, California, USA
| | | | - Kara L Davis
- Pediatric Hematology/Oncology/Stem Cell Transplant and Regenerative Medicine, Stanford University, Palo Alto, California, USA
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Cao H, Chen Y, Ge L, Kwong JSW, Lai H, Hu F, Zhang R, Zhao H, Hu L, He R, Zheng W, Zhang J. An umbrella review of the diagnostic value of next-generation sequencing in infectious diseases. Int J Clin Pharm 2024:10.1007/s11096-024-01704-2. [PMID: 38570474 DOI: 10.1007/s11096-024-01704-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 01/18/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND An increasing number of systematic reviews (SRs) have evaluated the diagnostic values of next-generation sequencing (NGS) in infectious diseases (IDs). AIM This umbrella analysis aimed to assess the potential risk of bias in existing SRs and to summarize the published diagnostic values of NGS in different IDs. METHOD We searched PubMed, Embase, and the Cochrane Library until September 2023 for SRs assessing the diagnostic validity of NGS for IDs. Two investigators independently determined review eligibility, extracted data, and evaluated reporting quality, risk of bias, methodological quality, and evidence certainty in the included SRs. RESULTS Eleven SRs were analyzed. Most SRs exhibited a moderate level of reporting quality, while a serious risk of bias was observed in all SRs. The diagnostic performance of NGS in detecting pneumocystis pneumonia and periprosthetic/prosthetic joint infection was notably robust, showing excellent sensitivity (pneumocystis pneumonia: 0.96, 95% CI 0.90-0.99, very low certainty; periprosthetic/prosthetic joint infection: 0.93, 95% CI 0.83-0.97, very low certainty) and specificity (pneumocystis pneumonia: 0.96, 95% CI 0.92-0.98, very low certainty; periprosthetic/prosthetic joint infection: 0.95, 95% CI 0.92-0.97, very low certainty). NGS exhibited high specificity for central nervous system infection, bacterial meningoencephalitis, and tuberculous meningitis. The sensitivity to these infectious diseases was moderate. NGS demonstrated moderate sensitivity and specificity for multiple infections and pulmonary infections. CONCLUSION This umbrella analysis indicates that NGS is a promising technique for diagnosing pneumocystis pneumonia and periprosthetic/prosthetic joint infection with excellent sensitivity and specificity. More high-quality original research and SRs are needed to verify the current findings.
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Affiliation(s)
- Hong Cao
- School of Pharmaceutical Sciences, Guizhou University, 2708 South of Huaxi Avenue Road, Guiyang, Guizhou Province, China
- Department of Pharmacy, Guizhou Provincial People's Hospital, No.83 Zhongshandong Road, Guiyang, Guizhou Province, China
| | - Yan Chen
- School of Pharmaceutical Sciences, Guizhou University, 2708 South of Huaxi Avenue Road, Guiyang, Guizhou Province, China
- Department of Pharmacy, Guizhou Provincial People's Hospital, No.83 Zhongshandong Road, Guiyang, Guizhou Province, China
| | - Long Ge
- Evidence-Based Social Science Research Center, School of Public Health, Lanzhou University, Lanzhou, China
- Key Laboratory of Evidence Based Medicine and Knowledge Translation of Gansu Province, No. 199, Donggang West Road, Chengguan District, Lanzhou City, Gansu Province, China
| | - Joey Sum-Wing Kwong
- Global Health Nursing, Graduate School of Nursing Science, St. Luke's International University, 10-1 Akashi-Cho, Chuo-Ku, Tokyo, 104-0044, Japan
| | - Honghao Lai
- Evidence-Based Social Science Research Center, School of Public Health, Lanzhou University, Lanzhou, China
- Key Laboratory of Evidence Based Medicine and Knowledge Translation of Gansu Province, No. 199, Donggang West Road, Chengguan District, Lanzhou City, Gansu Province, China
| | - Fangfang Hu
- Department of Laboratory, Guizhou Provincial People's Hospital, No.83 Zhongshandong Road, Guiyang, 550002, Guizhou Province, China
| | - Rui Zhang
- Department of Pharmacy, Guizhou Provincial People's Hospital, No.83 Zhongshandong Road, Guiyang, Guizhou Province, China
| | - Huaye Zhao
- Department of Pharmacy, Guizhou Provincial People's Hospital, No.83 Zhongshandong Road, Guiyang, Guizhou Province, China
| | - Linfang Hu
- Department of Pharmacy, Guizhou Provincial People's Hospital, No.83 Zhongshandong Road, Guiyang, Guizhou Province, China
| | - Rui He
- Experimental Cancer Medicine, Department of Laboratory Medicine, Karolinska Institute, Room 601, Novum PI 6, Hälsovägen 7, Huddinge, 14157, Stockholm, Sweden
| | - Wenyi Zheng
- Experimental Cancer Medicine, Department of Laboratory Medicine, Karolinska Institute, Room 601, Novum PI 6, Hälsovägen 7, Huddinge, 14157, Stockholm, Sweden
| | - Jiaxing Zhang
- Department of Pharmacy, Guizhou Provincial People's Hospital, No.83 Zhongshandong Road, Guiyang, Guizhou Province, China.
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Lamoth F, Kontoyiannis DP. PCR diagnostic platforms for non- Aspergillus mold infections: ready for routine implementation in the clinic? Expert Rev Mol Diagn 2024; 24:273-282. [PMID: 38501431 DOI: 10.1080/14737159.2024.2326474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 02/29/2024] [Indexed: 03/20/2024]
Abstract
INTRODUCTION While Aspergillus spp. remain the predominant cause of invasive mold infections, non-Aspergillus molds, such as the Mucorales or Fusarium spp., account for an increasing proportion of cases. The diagnosis of non-Aspergillus invasive mold infections (NAIMI) is challenging because of the low sensitivity and delay of conventional microbiological tests. Therefore, there is a particular interest to develop molecular tools for their early detection in blood or other clinical samples. AREAS COVERED This extensive review of the literature discusses the performance of Mucorales-specific PCR and other genus-specific or broad-range fungal PCR that can be used for the diagnosis of NAIMI in diverse clinical samples, with a focus on novel technologies. EXPERT OPINION PCR currently represents the most promising approach, combining good sensitivity/specificity and ability to detect NAIMI in clinical samples before diagnosis by conventional cultures and histopathology. Several PCR assays have been designed for the detection of Mucorales in particular, but also Fusarium spp. or Scedosporium/Lomentospora spp. Some commercial Mucorales PCRs are now available. While efforts are still needed for standardized protocols and the development of more rapid and simpler techniques, PCR is on the way to becoming an essential test for the early diagnosis of mucormycosis and possibly other NAIMIs.
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Affiliation(s)
- Frederic Lamoth
- Infectious Diseases Service, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
- Institute of Microbiology, Department of Laboratory Medicine and Pathology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Dimitrios P Kontoyiannis
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Gracia M, Hadley E, Ramchandar N, Coufal NG. Emerging Role of Plasma Microbial Cell-free DNA in the Diagnosis of Pediatric Mucormycosis. Pediatr Infect Dis J 2024:00006454-990000000-00794. [PMID: 38502901 DOI: 10.1097/inf.0000000000004331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/21/2024]
Abstract
Mucormycosis is a rare and devastating angioinvasive infection that can be challenging to diagnose due to the low sensitivity of current noninvasive diagnostics and the lack of a "gold standard" reference test. We describe a retrospective case series of children with suspected mucormycosis where plasma microbial cell-free DNA testing was utilized in the diagnostic evaluation to illustrate the ways in which microbial cell-free DNA testing can noninvasively contribute to the evaluation and management of at-risk, immunosuppressed patients suspected of mucormycosis.
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Affiliation(s)
- Michael Gracia
- From the Rady Children's Hospital - San Diego
- Department of Pediatrics, University of California San Diego
| | - Emma Hadley
- From the Rady Children's Hospital - San Diego
- Department of Pediatrics, University of California San Diego
| | - Nanda Ramchandar
- From the Rady Children's Hospital - San Diego
- Department of Pediatrics, University of California San Diego
- Naval Medical Center San Diego, San Diego, California
| | - Nicole G Coufal
- From the Rady Children's Hospital - San Diego
- Department of Pediatrics, University of California San Diego
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Moragues-Solanas L, Le-Viet T, McSorley E, Halford C, Lockhart DS, Aydin A, Kay GL, Elumogo N, Mullen W, O'Grady J, Gilmour MW. Development and proof-of-concept demonstration of a clinical metagenomics method for the rapid detection of bloodstream infection. BMC Med Genomics 2024; 17:71. [PMID: 38443925 PMCID: PMC10916079 DOI: 10.1186/s12920-024-01835-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 02/13/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND The timely and accurate diagnosis of bloodstream infection (BSI) is critical for patient management. With longstanding challenges for routine blood culture, metagenomics is a promising approach to rapidly provide sequence-based detection and characterisation of bloodborne bacteria. Long-read sequencing technologies have successfully supported the use of clinical metagenomics for syndromes such as respiratory illness, and modified approaches may address two requisite factors for metagenomics to be used as a BSI diagnostic: depletion of the high level of host DNA to then detect the low abundance of microbes in blood. METHODS Blood samples from healthy donors were spiked with different concentrations of four prevalent causative species of BSI. All samples were then subjected to a modified saponin-based host DNA depletion protocol and optimised DNA extraction, whole genome amplification and debranching steps in preparation for sequencing, followed by bioinformatical analyses. Two related variants of the protocol are presented: 1mL of blood processed without bacterial enrichment, and 5mL of blood processed following a rapid bacterial enrichment protocol-SepsiPURE. RESULTS After first identifying that a large proportion of host mitochondrial DNA remained, the host depletion process was optimised by increasing saponin concentration to 3% and scaling the reaction to allow more sample volume. Compared to non-depleted controls, the 3% saponin-based depletion protocol reduced the presence of host chromosomal and mitochondrial DNA < 106 and < 103 fold respectively. When the modified depletion method was further combined with a rapid bacterial enrichment method (SepsiPURE; with 5mL blood samples) the depletion of mitochondrial DNA improved by a further > 10X while also increasing detectable bacteria by > 10X. Parameters during DNA extraction, whole genome amplification and long-read sequencing were also adjusted, and subsequently amplicons were detected for each input bacterial species at each of the spiked concentrations, ranging from 50-100 colony forming units (CFU)/mL to 1-5 CFU/mL. CONCLUSION In this proof-of-concept study, four prevalent BSI causative species were detected in under 12 h to species level (with antimicrobial resistance determinants) at concentrations relevant to clinical blood samples. The use of a rapid and precise metagenomic protocols has the potential to advance the diagnosis of BSI.
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Affiliation(s)
- Lluis Moragues-Solanas
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK
- University of East Anglia, Norwich, Norfolk, UK
| | - Thanh Le-Viet
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK
| | - Elinor McSorley
- Momentum Bioscience Ltd, Blenheim Office Park, Witney, Oxfordshire, UK
| | - Carl Halford
- University of East Anglia, Norwich, Norfolk, UK
- Defence Science and Technology Laboratory, Porton Down, Salisbury, Wiltshire, UK
| | - Daniel S Lockhart
- Momentum Bioscience Ltd, Blenheim Office Park, Witney, Oxfordshire, UK
| | - Alp Aydin
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK
- Oxford Nanopore Technologies Plc, Quadram Institute Bioscience, Norwich, UK
| | - Gemma L Kay
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK
- Oxford Nanopore Technologies Plc, Quadram Institute Bioscience, Norwich, UK
| | - Ngozi Elumogo
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK
- Norfolk and Norwich University Hospital, Colney Lane, Norwich, UK
| | - William Mullen
- Momentum Bioscience Ltd, Blenheim Office Park, Witney, Oxfordshire, UK
| | - Justin O'Grady
- University of East Anglia, Norwich, Norfolk, UK
- Oxford Nanopore Technologies Plc, Quadram Institute Bioscience, Norwich, UK
| | - Matthew W Gilmour
- Quadram Institute Bioscience, Norwich Research Park, Rosalind Franklin Road, Norwich, Norfolk, NR4 7UQ, UK.
- University of East Anglia, Norwich, Norfolk, UK.
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Yuan H, Ma X, Xu J, Han P, Rao G, Chen G, Zhang K, Yang R, Han C, Jiang M. Application of metagenomic next-generation sequencing in the clinical diagnosis of infectious diseases after allo-HSCT: a single-center analysis. BMC Infect Dis 2024; 24:279. [PMID: 38438967 PMCID: PMC10910774 DOI: 10.1186/s12879-024-09153-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 02/19/2024] [Indexed: 03/06/2024] Open
Abstract
BACKGROUND We investigated the value of metagenomic next-generation sequencing (mNGS) in diagnosing infectious diseases in patients receiving allogeneic hematopoietic stem cell transplantation (allo-HSCT). METHODS Fifty-four patients who had fever following allo-HSCT from October 2019 to February 2022 were enrolled. Conventional microbiological tests (CMTs) and mNGS, along with imaging and clinical manifestations, were used to diagnose infection following allo-HSCT. The clinical diagnostic value of mNGS was evaluated. RESULTS A total of 61 mNGS tests were performed, resulting in the diagnosis of 46 cases of infectious diseases. Among these cases, there were 22 cases of viral infection, 13 cases of fungal infection, and 11 cases of bacterial infection. Moreover, 27 cases (58.7%) were classified as bloodstream infections, 15 (32.6%) as respiratory infections, 2 (4.3%) as digestive system infections, and 2 (4.3%) as central nervous system infections. Additionally, there were 8 cases with non-infectious diseases (8/54, 14.81%), including 2 cases of interstitial pneumonia, 2 cases of bronchiolitis obliterans, 2 cases of engraftment syndrome, and 2 cases of acute graft-versus-host disease. The positive detection rates of mNGS and CMT were 88.9% and 33.3%, respectively, with significant differences (P < 0.001). The sensitivity of mNGS was 97.82%, the specificity was 25%, the positive predictive value was 93.75%, and the negative predictive value was 50%. Following treatment, 51 patients showed improvement, and 3 cases succumbed to multidrug-resistant bacterial infections. CONCLUSIONS mNGS plays an important role in the early clinical diagnosis of infectious diseases after allo-HSCT, which is not affected by immunosuppression status, empiric antibiotic therapy, and multi-microbial mixed infection.
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Affiliation(s)
- Hailong Yuan
- Hematology Center, The First Affiliated Hospital of Xinjiang Medical University, Xinjiang Institute of Hematology, No.137 Liyushan South Road, Urumqi, 830054, China
| | - Xiaolu Ma
- Department of Hematology, Guangyuan Central Hospital, Guangyuan, Sichuan Province, China
| | - Jianli Xu
- Hematology Center, The First Affiliated Hospital of Xinjiang Medical University, Xinjiang Institute of Hematology, No.137 Liyushan South Road, Urumqi, 830054, China
| | - Peng Han
- Genskey Medical Technology Co., Ltd, Beijing, China
| | - Guanhua Rao
- Genskey Medical Technology Co., Ltd, Beijing, China
| | - Gang Chen
- Hematology Center, The First Affiliated Hospital of Xinjiang Medical University, Xinjiang Institute of Hematology, No.137 Liyushan South Road, Urumqi, 830054, China
| | - Kaile Zhang
- Hematology Center, The First Affiliated Hospital of Xinjiang Medical University, Xinjiang Institute of Hematology, No.137 Liyushan South Road, Urumqi, 830054, China
| | - Ruixue Yang
- Hematology Center, The First Affiliated Hospital of Xinjiang Medical University, Xinjiang Institute of Hematology, No.137 Liyushan South Road, Urumqi, 830054, China
| | - Chuixia Han
- Hematology Center, The First Affiliated Hospital of Xinjiang Medical University, Xinjiang Institute of Hematology, No.137 Liyushan South Road, Urumqi, 830054, China
| | - Ming Jiang
- Hematology Center, The First Affiliated Hospital of Xinjiang Medical University, Xinjiang Institute of Hematology, No.137 Liyushan South Road, Urumqi, 830054, China.
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11
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Misra A, Powell EA. Preanalytical Challenges of Molecular Microbiology Tests. Clin Lab Med 2024; 44:33-43. [PMID: 38280796 DOI: 10.1016/j.cll.2023.10.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2024]
Abstract
As infectious disease diagnostics increasingly incorporates molecular techniques, there are unique preanalytical concerns that must be considered. First, noninvasive specimen types that may be inadequate for culture-based diagnostics may be acceptable when using molecular tests. Second, specimen containers must be evaluated for the presence of substances that may interfere with amplification or sequencing reactions. Finally, the capacity of transport, storage, and processing conditions to maintain nucleic acid integrity and avoid contamination must be assessed. This review explores these issues and the effects they may have on result quality.
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Affiliation(s)
- Anisha Misra
- Department of Laboratory Medicine, Cleveland Clinic, Robert J. Tomsich Pathology and Laboratory Medicine Institute, 10300 Carnegie Avenue LL-1, Cleveland, OH 44195, USA
| | - Eleanor A Powell
- Department of Pathology and Laboratory Medicine, University of Cincinnati College of Medicine, 3188 Bellevue Avenue, Cincinnati, OH 45219, USA.
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12
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Gudisa R, Harchand R, Rudramurthy SM. Nucleic-Acid-Based Molecular Fungal Diagnostics: A Way to a Better Future. Diagnostics (Basel) 2024; 14:520. [PMID: 38472992 DOI: 10.3390/diagnostics14050520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 02/20/2024] [Accepted: 02/27/2024] [Indexed: 03/14/2024] Open
Abstract
The world has seen a tremendous increase in the number of fungal infections during the past two decades. Recently, the World Health Organisation released the pathogen priority list for fungal infections, signifying the importance of these infections in the fields of research and public health. Microbiology laboratories demand an upgrade in the diagnostic system to keep up with the increased burden of these infections. Diagnosis of fungal infections using conventional techniques has always faced limitations in terms of specificity, sensitivity, and turnaround time. Although these methods are the core pillars of the diagnosis, there is an increased need for molecular approaches. Molecular techniques have revolutionised the field of fungal diagnostics. The diverse array of molecular techniques, including techniques like Polymerase Chain Reaction (PCR), have emerged as a cornerstone in fungal diagnostics. Molecular techniques have transformed fungal diagnostics, providing powerful tools for the rapid and accurate identification of pathogens. As these technologies continue to evolve, their integration into routine clinical practice holds the promise of improving patient outcomes through timely and targeted antifungal interventions. This review will cover the molecular approaches involved in fungal diagnostics, moving from the basic techniques to the advanced-level nucleic-acid-based molecular approaches providing a high throughput and decreased turnaround time for the diagnosis of serious fungal infections.
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Affiliation(s)
- Rajendra Gudisa
- Department of Medical Microbiology, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India
| | - Ritika Harchand
- Department of Medical Microbiology, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India
| | - Shivaprakash M Rudramurthy
- Department of Medical Microbiology, Post Graduate Institute of Medical Education and Research, Chandigarh 160012, India
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13
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Park SY, Coufal NG, Dominguez SR, Farnaes L, Messacar K, Goldman FD. Gaps in diagnosing suspected infection in immunocompromised children with cancer: A systematic review. Pediatr Blood Cancer 2024; 71:e30794. [PMID: 38059641 DOI: 10.1002/pbc.30794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 11/16/2023] [Accepted: 11/18/2023] [Indexed: 12/08/2023]
Abstract
While the survival of children with cancer has improved over time, infection remains a major morbidity and mortality risk. We conducted a systematic literature review to determine the unmet needs in diagnosing infection in immunocompromised children with cancer. The comprehensive search strategy followed the guidelines established by the Cochrane Handbook for Systematic Reviews of Interventions and the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) 2020 statement, and spanned multiple bibliographic databases and other public sources from January 1, 2012 to June 23, 2022. From 5188 records, 34 unique pediatric-focused studies met inclusion criteria. This review highlights the lack of published data on infectious disease testing in pediatric oncology patients, and the need for well-designed clinical impact and cost-effectiveness studies of both existing and novel diagnostic platforms. Such studies are necessary to optimize diagnostic and antimicrobial stewardship, leading to improvement in patient outcomes.
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Affiliation(s)
- Sarah Y Park
- Medical Affairs, Karius, Inc., Redwood City, California, USA
| | - Nicole G Coufal
- Pediatric Critical Care, Department of Pediatrics, University of California, San Diego, California, USA
- Rady Children's Hospital, San Diego, California, USA
| | - Samuel R Dominguez
- Section of Infectious Diseases, Department of Pediatrics, Children's Hospital Colorado-University of Colorado School of Medicine, Aurora, Colorado, USA
- Department of Pathology and Laboratory Medicine, Children's Colorado, Aurora, Colorado, USA
| | - Lauge Farnaes
- Scientific Advisory Board, Karius, Inc., Redwood City, California, USA
| | - Kevin Messacar
- Section of Infectious Diseases, Department of Pediatrics, Children's Hospital Colorado-University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Frederick D Goldman
- Division of Hematology Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Pang F, Xu W, Zhao H, Chen S, Tian Y, Fu J, You Z, Song P, Xian Q, Zhao Q, Wang C, Jia X. Comprehensive evaluation of plasma microbial cell-free DNA sequencing for predicting bloodstream and local infections in clinical practice: a multicenter retrospective study. Front Cell Infect Microbiol 2024; 13:1256099. [PMID: 38362158 PMCID: PMC10868388 DOI: 10.3389/fcimb.2023.1256099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 12/12/2023] [Indexed: 02/17/2024] Open
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.
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Affiliation(s)
- Feng Pang
- Department of Clinical Laboratory, Liaocheng People’s Hospital, Liaocheng, Shandong, China
| | - Wenbin Xu
- Department of Clinical Laboratory, Liaocheng People’s Hospital, Liaocheng, Shandong, China
| | - Hui Zhao
- Department of Clinical Laboratory, Liaocheng People’s Hospital, Liaocheng, Shandong, China
| | - Shuai Chen
- Department of Clinical Laboratory, Liaocheng Thrid People’s Hospital, Liaocheng, Shandong, China
| | - Yaxian Tian
- Department of Center Laboratory, Liaocheng People’s Hospital, Liaocheng, Shandong, China
| | - Juanjuan Fu
- Department of Clinical Laboratory, Liaocheng People’s Hospital, Liaocheng, Shandong, China
| | - Zhiqing You
- Department of Clinical Laboratory, Liaocheng People’s Hospital, Liaocheng, Shandong, China
| | - Pingping Song
- Department of Clinical Laboratory, Liaocheng People’s Hospital, Liaocheng, Shandong, China
| | - Qingjie Xian
- Department of Clinical Laboratory, Liaocheng People’s Hospital, Liaocheng, Shandong, China
| | - Qigang Zhao
- Department of Clinical Laboratory, Liaocheng People’s Hospital, Liaocheng, Shandong, China
| | - Chengtan Wang
- Department of Clinical Laboratory, Liaocheng People’s Hospital, Liaocheng, Shandong, China
| | - Xiuqin Jia
- The Key Laboratory of Molecular Pharmacology, Liaocheng People’s Hospital, Liaocheng, Shandong, China
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15
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Tseng YH, Pan SW, Feng JY, Su WJ, Huang CYF, Chen YM. Detecting circulating microbial cell-free DNA by next-generation sequencing in patients with Mycobacterium avium complex-lung disease: A pilot study. Tzu Chi Med J 2024; 36:67-75. [PMID: 38406566 PMCID: PMC10887338 DOI: 10.4103/tcmj.tcmj_191_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 08/22/2023] [Accepted: 09/20/2023] [Indexed: 02/27/2024] Open
Abstract
Objectives Determining a diagnosis for non-Tuberculous mycobacterium (NTM)-lung disease (LD) remains difficult. The value of circulating cell-free DNA (cfDNA) secreted from microbes has been established in the detection of pathogens in septic patients. However, it is unknown whether NTM-derived cfDNA is detectable in plasma from patients with NTM-LD and whether this is associated with the disease status of NTM-LD, especially in patients with Mycobacterium avium complex (MAC)-LD. Materials and Methods In this pilot study, from 2018 to 2019, we enrolled adult patients with MAC-LD at Taipei Veterans General Hospital in Taiwan for the detection of circulating cfDNA. We performed cfDNA extraction from plasma, next-generation sequencing (NGS) for nonhuman cfDNA, and sequence matching to a microbial database and then assessed the association between pathogen cfDNA and MAC-LD. Results Two (40%) plasma samples from MAC-LD patients had detectable MAC-specific cfDNA, namely one instance of DNA polymerase III alpha subunit and one instance of ATP-binding cassette transporters permease. The plasma samples from the three other MAC-LD cases and the one tuberculosis control were negative for either NTM-derived cfDNA or tuberculosis-related cfDNA. In addition to MAC-specific cfDNA, Ralstonia solanacearum, Staphylococcus aureus, and Pasteurella multocida were the most observed bacteria in our patients. The two patients with MAC-cfDNA positivity yielded higher radiographic scores (P = 0.076) and presented a higher number of nonhuman reads than those without MAC-cfDNA positivity (P = 0.083). Conclusion Using NGS method, we demonstrated MAC-cfDNA was detectable in patients with MAC-LD. Further large-scale research is warranted to assess the clinical value of detecting MAC-specific cfDNA in MAC-LD patients.
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Affiliation(s)
- Yen-Han Tseng
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Program in Molecular Medicine, School of Life Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Sheng-Wei Pan
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jia-Yih Feng
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Wei-Juin Su
- Division of Chest Medicine, Department of Internal Medicine, China Medical University Hospital, Taipei Branch, Taipei, Taiwan
| | - Chi-Ying F Huang
- Program in Molecular Medicine, School of Life Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Institute of Biopharmaceutical Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yuh-Min Chen
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
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Daher M, Iordanov R, Al Mohajer M, Sohail MR, Staggers KA, Hamdi AM. Clinical utility of metagenomic next-generation sequencing in fever of undetermined origin. Ther Adv Infect Dis 2024; 11:20499361241244969. [PMID: 38645300 PMCID: PMC11027448 DOI: 10.1177/20499361241244969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 03/18/2024] [Indexed: 04/23/2024] Open
Abstract
Background Metagenomic next-generation sequencing (mNGS) is a novel diagnostic tool increasingly used in the field of infectious diseases. Little guidance is available regarding its appropriate use in different patient populations and clinical syndromes. We aimed to review the clinical utility of mNGS in patients with a specific clinical syndrome and identify factors that may increase its utility. Methods We retrospectively reviewed charts of 72 non-immunocompromised adults hospitalized with the clinical syndrome of 'fever of undetermined origin' and underwent mNGS testing. Standardized criteria from a previously published study were used to determine the clinical impact of mNGS testing. We applied logistic regression to identify factors associated with a positive clinical impact. Results Of the 72 patients identified, 62.5% were males with a median age of 56. All patients had a fever at the time of evaluation. At least one organism was identified in 65.3% of cases; most commonly were Epstein-Barr virus (13.9%), cytomegalovirus (12.5%), and Rickettsia typhi (11.1%). Of those determined to have an infectious etiology of their febrile syndrome, 89.5% (n = 34/38) had a positive mNGS. Consistency between the organism(s) on mNGS and the clinically determined infectious etiology was 82.4%. mNGS had a positive clinical impact in 40.3% of cases, a negative impact in 2.8%, and no impact in 56.9% of cases. Besides age, we did not identify other factors associated with a higher likelihood of positive clinical impact. Conclusion In our review, mNGS had a positive clinical impact in a large proportion of adults with fever of undetermined origin, with minimal negative impact. However, mNGS results should be interpreted carefully given the high rate of detection of pathogens of unclear clinical significance. Randomized clinical trials are needed to assess the clinical utility of this novel diagnostic tool.
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Affiliation(s)
- Marilyne Daher
- Department of Internal Medicine, Baylor College of Medicine, 1 Baylor Plaza, Houston, TX 77030, USA
| | - Roumen Iordanov
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Mayar Al Mohajer
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
- Baylor St. Luke’s Medical Center, Houston, TX, USA
| | - M. Rizwan Sohail
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
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Li J, Luo J, Hu T, Cheng L, Shang W, Yan L. Impact of next-generation sequencing on antimicrobial treatment in immunocompromised adults with suspected infections. World J Emerg Med 2024; 15:105-110. [PMID: 38476531 PMCID: PMC10925535 DOI: 10.5847/wjem.j.1920-8642.2024.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 10/10/2023] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND Prompt pathogen identification can have a substantial impact on the optimization of antimicrobial treatment. The objective of the study was to assess the diagnostic value of next-generation sequencing (NGS) for identifying pathogen and its clinical impact on antimicrobial intervention in immunocompromised patients with suspected infections. METHODS This was a retrospective study. Between January and August 2020, 47 adult immunocompromised patients underwent NGS testing under the following clinical conditions: 1) prolonged fever and negative conventional cultures; 2) new-onset fever despite empiric antimicrobial treatment; and 3) afebrile with suspected infections on imaging. Clinical data, including conventional microbial test results and antimicrobial treatment before and after NGS, were collected. Data were analyzed according to documented changes in antimicrobial treatment (escalated, no change, or de-escalated) after the NGS results. RESULTS The median time from hospitalization to NGS sampling was 19 d. Clinically relevant pathogens were detected via NGS in 61.7% of patients (29/47), more than half of whom suffered from fungemia (n=17), resulting in an antimicrobial escalation in 53.2% of patients (25/47) and antimicrobial de-escalation in 0.2% of patients (1/47). Antimicrobial changes were mostly due to the identification of fastidious organisms such as Legionella, Pneumocystis jirovecii, and Candida. In the remaining three cases, NGS detected clinically relevant pathogens also detected by conventional cultures a few days later. The antimicrobial treatment was subsequently adjusted according to the susceptibility test results. Overall, NGS changed antimicrobial management in 55.3% (26/47) of patientst, and conventional culture detected clinically relevant pathogens in only 14.9% of patients (7/47). CONCLUSION With its rapid identification and high sensitivity, NGS could be a promising tool for identifying relevant pathogens and enabling rapid appropriate treatment in immunocompromised patients with suspected infections.
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Affiliation(s)
- Jia Li
- Department of Intensive Care Unit, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
- Department of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Jiazhen Luo
- Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Tao Hu
- Department of Intensive Care Unit, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
- Department of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Ling Cheng
- Department of Geriatrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Weiwei Shang
- Department of Intensive Care Unit, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
- Department of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Li Yan
- Department of Intensive Care Unit, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
- Department of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, China
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Zhang Y, Ji L, Wen H, Chu Y, Xing W, Tian G, Yao Y, Yang J. Pan-cancer analyses reveal the stratification of patient prognosis by viral composition in tumor tissues. Comput Biol Med 2023; 167:107586. [PMID: 37907029 DOI: 10.1016/j.compbiomed.2023.107586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 09/20/2023] [Accepted: 10/15/2023] [Indexed: 11/02/2023]
Abstract
The associations between cancer and bacteria/fungi have been extensively studied, but the implications of cancer-associated viruses have not been thoroughly examined. In this study, we comprehensively characterized the cancer virome of tissue samples across 31 cancer types, as well as blood samples from 23 cancer types. Our findings demonstrated the presence of viral DNA at low abundances in both tissue and blood across major human cancers, with significant differences in viral community composition observed among various cancer types. Furthermore, Cox regression analyses conducted on four cancers, including Head and Neck squamous cell carcinoma (HNSC), Kidney renal clear cell carcinoma (KIRC), Stomach adenocarcinoma (STAD), and Uterine Corpus Endometrial Carcinoma (UCEC), revealed strong correlation between viral composition/abundance in tissues and patient survival. Additionally, we identified virus-associated prognostic signatures (VAPS) for these four cancers, and discerned differences in the interplay between VAPS and dominant bacteria in tissues among patients with varying survival risks. Notably, clinically relevant analyses revealed prognostic capacities of the VAPS in these four cancers. Taken together, our study provides novel insights into the role of viruses in tissue in the prognosis of multiple cancers and offers guidance on the use of tissue viruses to stratify prognosis for patients with cancer.
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Affiliation(s)
- Yumeng Zhang
- School of Mathematics and Statistics, Hainan Normal University, Haikou, 571158, China; Geneis Beijing Co., Ltd., Beijing, 100102, China
| | - Lei Ji
- Geneis Beijing Co., Ltd., Beijing, 100102, China; Qingdao Geneis Institute of Big Data Mining and Precision Medicine, Qingdao, 266000, China
| | - Huakai Wen
- School of Mathematics and Statistics, Hainan Normal University, Haikou, 571158, China
| | - Yuwen Chu
- Geneis Beijing Co., Ltd., Beijing, 100102, China; Qingdao Geneis Institute of Big Data Mining and Precision Medicine, Qingdao, 266000, China; School of Electrical & Information Engineering, Anhui University of Technology, Anhui, 243002, China
| | - Weipeng Xing
- Geneis Beijing Co., Ltd., Beijing, 100102, China; Qingdao Geneis Institute of Big Data Mining and Precision Medicine, Qingdao, 266000, China; School of Electrical & Information Engineering, Anhui University of Technology, Anhui, 243002, China
| | - Geng Tian
- Geneis Beijing Co., Ltd., Beijing, 100102, China; Qingdao Geneis Institute of Big Data Mining and Precision Medicine, Qingdao, 266000, China
| | - Yuhua Yao
- School of Mathematics and Statistics, Hainan Normal University, Haikou, 571158, China; Key Laboratory of Computational Science and Application of Hainan Province, Haikou, China; Key Laboratory of Data Science and Intelligence Education, Hainan Normal University, Ministry of Education, Haikou, China.
| | - Jialiang Yang
- Geneis Beijing Co., Ltd., Beijing, 100102, China; Qingdao Geneis Institute of Big Data Mining and Precision Medicine, Qingdao, 266000, China.
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Adhit KK, Wanjari A, Menon S, K S. Liquid Biopsy: An Evolving Paradigm for Non-invasive Disease Diagnosis and Monitoring in Medicine. Cureus 2023; 15:e50176. [PMID: 38192931 PMCID: PMC10772356 DOI: 10.7759/cureus.50176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 12/08/2023] [Indexed: 01/10/2024] Open
Abstract
Liquid biopsy stands as an innovative instrument in the realm of precision medicine, enabling non-invasive disease diagnosis and the early detection of cancer. Liquid biopsy helps in the extraction of circulating tumor DNA (ctDNA), circulating tumor cells (CTCs), and cell-free DNA (cfDNA) from blood samples and other body fluids, thereby facilitating disease diagnosis and prediction of high-risk patients. Various techniques such as advanced sequencing methods and biomarker-based cell capture have led to the isolation and study of the different biomarkers such as ctDNA, cfDNA, and CTCs. These biopsies also have immense potential in the early detection and diagnosis of various diseases across all medical specialties, prediction and screening of high-risk cases, and detection of different immune response patterns in response to infectious diseases, and also help in predicting treatment outcomes. Although liquid biopsy has the potential to disrupt the field of medical diagnosis, it is met by various challenges such as limited tumor-derived components, less specificity, and inadequate advancement in methods to isolate biomarkers. Despite all these challenges, liquid biopsies provide the potential to become a minimally invasive method of diagnosis that would facilitate real-time monitoring of patients, which differentiates them from traditional tissue biopsies. This article aims to provide a complete overview of the current technologies, different biomarkers, and body fluids that can be used in liquid biopsy and its clinical applications and the potential impact that liquid biopsy holds in the field of precision medicine, facilitating early diagnosis and prompt management of various diseases and cancers.
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Affiliation(s)
- Kanishk K Adhit
- Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Anil Wanjari
- Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Sharanya Menon
- Pathology, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Siddhaarth K
- Medicine, Jawaharlal Nehru Medical College, Datta Meghe Institute of Higher Education and Research, Wardha, IND
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Sanchez-Vicente S, Tokarz R. Tick-Borne Co-Infections: Challenges in Molecular and Serologic Diagnoses. Pathogens 2023; 12:1371. [PMID: 38003835 PMCID: PMC10674443 DOI: 10.3390/pathogens12111371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 11/14/2023] [Accepted: 11/18/2023] [Indexed: 11/26/2023] Open
Abstract
Co-infections are a poorly understood aspect of tick-borne diseases. In the United States alone, nineteen different tick-borne pathogens have been identified. The majority of these agents are transmitted by only two tick species, Ixodes scapularis and Amblyomma americanum. Surveillance studies have demonstrated the presence of multiple pathogens in individual ticks suggesting a risk of polymicrobial transmission to humans. However, relatively few studies have explored this relationship and its impact on human disease. One of the key factors for this deficiency are the intrinsic limitations associated with molecular and serologic assays employed for the diagnosis of tick-borne diseases. Limitations in the sensitivity, specificity and most importantly, the capacity for inclusion of multiple agents within a single assay represent the primary challenges for the accurate detection of polymicrobial tick-borne infections. This review will focus on outlining these limitations and discuss potential solutions for the enhanced diagnosis of tick-borne co-infections.
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Affiliation(s)
- Santiago Sanchez-Vicente
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY 10032, USA;
| | - Rafal Tokarz
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, NY 10032, USA;
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
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21
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Klein EJ, Almaghlouth NK, Weigel G, Farmakiotis D, Hardy E. Refractory Bilateral Tubo-Ovarian Abscesses in a Patient with Iatrogenic Hypogammaglobulinemia. Diagnostics (Basel) 2023; 13:3478. [PMID: 37998614 PMCID: PMC10670296 DOI: 10.3390/diagnostics13223478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 10/31/2023] [Accepted: 11/17/2023] [Indexed: 11/25/2023] Open
Abstract
Genital mycoplasmas are sexually transmitted Mollicutes with a high prevalence of urogenital tract colonization among females of reproductive age. Current guidelines recommend against routine screening for these organisms, since their role in the pathogenesis of pelvic inflammatory disease and tubo-ovarian abscesses (TOAs) remains unclear. However, genital mycoplasmas harbor pathogenic potential in immunocompromised hosts, especially patients with hypogammaglobulinemia. It is important to identify such infections early, given their potential for invasive spread and the availability of easily accessible treatments. We present a young adult female with multiple sclerosis and iatrogenic hypogammaglobulinemia, with refractory, bilateral pelvic inflammatory disease and TOAs due to Ureaplasma urealyticum, identified as a single pathogen via three distinct molecular tests. To our knowledge, this is the second case of TOAs caused by U. urealyticum in the literature, and the first diagnosed by pathogen cell-free DNA metagenomic next-generation sequencing in plasma.
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Affiliation(s)
- Elizabeth J. Klein
- Division of Infectious Diseases, The Warren Alpert Medical School of Brown University, Providence, RI 02903, USA; (E.J.K.); (N.K.A.); (D.F.)
| | - Nouf K. Almaghlouth
- Division of Infectious Diseases, The Warren Alpert Medical School of Brown University, Providence, RI 02903, USA; (E.J.K.); (N.K.A.); (D.F.)
| | - Gabriela Weigel
- Department of Obstetrics and Gynecology, The Warren Alpert Medical School of Brown University, Providence, RI 02903, USA;
| | - Dimitrios Farmakiotis
- Division of Infectious Diseases, The Warren Alpert Medical School of Brown University, Providence, RI 02903, USA; (E.J.K.); (N.K.A.); (D.F.)
| | - Erica Hardy
- Divisions of Obstetric Medicine and Infectious Diseases, Women and Infants Hospital, Providence, RI 02905, USA
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22
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Kanaujia R, Sharma V, Biswal M, Singh S, Ray P, Angrup A. Microbial cell-free DNA detection: Minimally invasive diagnosis of infectious diseases. Indian J Med Microbiol 2023; 46:100433. [PMID: 37945127 DOI: 10.1016/j.ijmmb.2023.100433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 07/07/2023] [Accepted: 07/19/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Detection of infectious diseases, especially among immunocompromised and patients on prolonged anti-microbial treatment, remains challenging, limited by conventional techniques with low sensitivity and long-turnaround time. Molecular detection by polymerase chain reaction (PCR) also has limited utility as it requires a targeted approach with prior suspicion of the infecting organism. Advancements in sequencing methodologies, specifically next-generation sequencing (NGS), have presented a promising opportunity to identify pathogens in cases where conventional techniques may be inadequate. However, the direct application of these techniques for diagnosing invasive infections is still limited by the need for invasive sampling, highlighting the pressing need to develop and implement non-invasive or minimally invasive approaches to improve the diagnosis of invasive infections. OBJECTIVES The objectives of this article are to explore the notable features, clinical utility, and constraints associated with the detection of microbial circulating cell-free DNA (mcfDNA) as a minimally invasive diagnostic tool for infectious diseases. CONTENT The mcfDNA detection provides an opportunity to identify micro-organisms in the blood of a patient. It is especially beneficial in immunocompromised patients where invasive sampling is not possible or where repeated cultures are negative. This review will discuss the applications and constraints of detecting mcfDNA for diagnosing infections and the various platforms available for its detection.
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Affiliation(s)
| | - Vikas Sharma
- Department of Medical Microbiology, PGIMER, Chandigarh, India
| | - Manisha Biswal
- Department of Medical Microbiology, PGIMER, Chandigarh, India
| | - Shreya Singh
- Department of Medical Microbiology, AIMS, Mohali, India
| | - Pallab Ray
- Department of Medical Microbiology, PGIMER, Chandigarh, India
| | - Archana Angrup
- Department of Medical Microbiology, PGIMER, Chandigarh, India.
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23
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Bell DT. Deciphering the potential of plasma cell-free metagenomic next-generation sequencing using the Karius test. Curr Opin Infect Dis 2023; 36:420-425. [PMID: 37493238 DOI: 10.1097/qco.0000000000000942] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/27/2023]
Abstract
PURPOSE OF REVIEW Plasma cell-free metagenomic next-generation sequencing (cf-mNGS) is increasingly employed for the diagnosis of infection, but a consensus for optimal use has not been established. This minireview focuses on the commercially available Karius Test and is aimed at local leaders seeking to understand the complexities of cf-mNGS to make informed test utilization policies and better interpret results. RECENT FINDINGS Recent retrospective studies have reported how the Karius Test was applied at their institutions and identified areas of potential patient benefit. In addition, substantive studies have reported how this test performs in specific indications, particularly invasive fungal disease, endovascular infection and lower respiratory infection. SUMMARY Successfully integrating plasma cf-mNGS requires careful assessment of performance in the specific applications and patient populations in which it is used. Individual institutions must independently evaluate implementation strategies and determine where diagnostic yields outweigh the potential pitfalls.
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Affiliation(s)
- Drew T Bell
- Department of Laboratories, Seattle Children's Hospital, Seattle, Washington, USA
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24
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Lee KH, Won D, Kim J, Lee JA, Kim CH, Kim JH, Jeong SJ, Ku NS, Choi JY, Yeom JS, Cho H, Chung H, Cheong JW, Lee ST, Jang JE, Shin S, Ahn JY. Utility of Plasma Microbial Cell-Free DNA Whole-Genome Sequencing for Diagnosis of Invasive Aspergillosis in Patients With Hematologic Malignancy or COVID-19. J Infect Dis 2023; 228:444-452. [PMID: 37317030 DOI: 10.1093/infdis/jiad213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 05/25/2023] [Accepted: 06/06/2023] [Indexed: 06/16/2023] Open
Abstract
BACKGROUND We evaluated the clinical accuracy and utility of whole-genome sequencing (WGS) of plasma microbial cell-free DNA (cfDNA) as a novel noninvasive method in diagnosing invasive aspergillosis (IA) in patients with hematologic malignancy (HM) or coronavirus disease 2019 (COVID-19). METHODS Adults with HM or COVID-19 and suspected IA were recruited. IA cases were retrospectively diagnosed according to EORTC/MSG definitions and ECMM/ISHAM criteria for HM and COVID-19 patients, respectively. The results of cfDNA WGS were compared with the conventional diagnosis. RESULTS Microbial cfDNA WGS was performed 53 times from 41 participants (19 from HM, 16 from COVID-19, and 7 from the control group). In participants with HM, Aspergillus cfDNA was detected in 100% of proven IA and 91.7% of probable IA cases. In participants with COVID-19, 50.0% of probable IA were positive for Aspergillus in cfDNA WGS. Concordance between Aspergillus cfDNA detection and proven/probable IA conventional diagnosis was significantly higher in participants with HM than in those with COVID-19. IA diagnosed using EORTC/MGS definitions showed significantly high concordance between Aspergillus cfDNA detection and proven/probable IA. CONCLUSIONS Aspergillus cfDNA detection strongly correlated with proven/probable IA diagnosed using EORTC/MSG definitions and could be used as an additional diagnostic tool for IA.
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Affiliation(s)
- Ki Hyun Lee
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Dongju Won
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jinnam Kim
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jung Ah Lee
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Chang Hyup Kim
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jung Ho Kim
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Su Jin Jeong
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Nam Su Ku
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jun Yong Choi
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Joon-Sup Yeom
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Hyunsoo Cho
- Division of Hematology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea
| | - Haerim Chung
- Division of Hematology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea
| | - June-Won Cheong
- Division of Hematology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea
| | - Seung-Tae Lee
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Ji Eun Jang
- Division of Hematology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea
| | - Saeam Shin
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Jin Young Ahn
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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25
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Jenks JD, White PL, Kidd SE, Goshia T, Fraley SI, Hoenigl M, Thompson GR. An update on current and novel molecular diagnostics for the diagnosis of invasive fungal infections. Expert Rev Mol Diagn 2023; 23:1135-1152. [PMID: 37801397 PMCID: PMC10842420 DOI: 10.1080/14737159.2023.2267977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 10/04/2023] [Indexed: 10/08/2023]
Abstract
BACKGROUND Invasive fungal infections cause millions of infections annually, but diagnosis remains challenging. There is an increased need for low-cost, easy to use, highly sensitive and specific molecular assays that can differentiate between colonized and pathogenic organisms from different clinical specimens. AREAS COVERED We reviewed the literature evaluating the current state of molecular diagnostics for invasive fungal infections, focusing on current and novel molecular tests such as polymerase chain reaction (PCR), digital PCR, high-resolution melt (HRM), and metagenomics/next generation sequencing (mNGS). EXPERT OPINION PCR is highly sensitive and specific, although performance can be impacted by prior/concurrent antifungal use. PCR assays can identify mutations associated with antifungal resistance, non-Aspergillus mold infections, and infections from endemic fungi. HRM is a rapid and highly sensitive diagnostic modality that can identify a wide range of fungal pathogens, including down to the species level, but multiplex assays are limited and HRM is currently unavailable in most healthcare settings, although universal HRM is working to overcome this limitation. mNGS offers a promising approach for rapid and hypothesis-free diagnosis of a wide range of fungal pathogens, although some drawbacks include limited access, variable performance across platforms, the expertise and costs associated with this method, and long turnaround times in real-world settings.
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Affiliation(s)
- Jeffrey D Jenks
- Durham County Department of Public Health, Durham, North Carolina, USA
- Division of Infectious Diseases, Department of Medicine, Duke University, Durham, North Carolina, USA
| | - P Lewis White
- Public Health Wales Microbiology Cardiff, UHW, United Kingdom and Centre for trials research/Division of Infection/Immunity, Cardiff University, Cardiff, UK
| | - Sarah E Kidd
- National Mycology Reference Centre, SA Pathology, Adelaide, Australia
- School of Biological Sciences, Faculty of Sciences, University of Adelaide, Adelaide, Australia
| | - Tyler Goshia
- Department of Bioengineering, University of California, San Diego, CA, USA
| | - Stephanie I Fraley
- Department of Bioengineering, University of California, San Diego, CA, USA
| | - Martin Hoenigl
- Division of Infectious Diseases, Medical University of Graz, Graz, Austria
- BioTechMed, Graz, Austria
| | - George R Thompson
- University of California Davis Center for Valley Fever, Sacramento, CA, USA
- Department of Internal Medicine, Division of Infectious Diseases, University of California Davis Medical Center, Sacramento, CA, USA
- Department of Medical Microbiology and Immunology, University of California Davis, Davis, CA, USA
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26
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Everhart J, Henshaw NG. Updates in Molecular Diagnostics in Solid Organ Transplantation Recipients. Infect Dis Clin North Am 2023:S0891-5520(23)00038-7. [PMID: 37244805 DOI: 10.1016/j.idc.2023.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Advances in molecular diagnostics have the potential to improve patient care among solid organ transplant recipients by reducing time to pathogen identification and informing directed therapy. Although cultures remain the cornerstone of traditional microbiology, advanced molecular diagnostics, such as metagenomic next-generation sequencing (mNGS), may increase detection of pathogens. This is particularly true in the settings of prior antibiotic exposure, and when causative organisms are fastidious. mNGS also offers a hypothesis-free diagnostic method of testing. This is useful in situations whereby the differential is broad or when the infectious agent is unlikely to be detected by routine methods.
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Affiliation(s)
- James Everhart
- Duke University Medical Center, 2351 Erwin Road, Wadsworth Building, Room 0170, Durham, NC 27705, USA.
| | - Nancy G Henshaw
- Duke University Medical Center, 2351 Erwin Road, Wadsworth Building, Room 0170, Durham, NC 27705, USA
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27
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Cao Y, Jiang T, Lin Y, Fang X, Ding P, Song H, Li P, Li Y. Time-series prediction and detection of potential pathogens in bloodstream infection using mcfDNA sequencing. Front Cell Infect Microbiol 2023; 13:1144625. [PMID: 37249984 PMCID: PMC10213887 DOI: 10.3389/fcimb.2023.1144625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 04/18/2023] [Indexed: 05/31/2023] Open
Abstract
Introduction Next-generation sequencing of microbial cell free DNA (mcfDNA-seq) has emerged as a promising diagnostic method for blood stream infection (BSI) and offers the potential to detect pathogens before blood culture. However, its application is limited by a lack of clinical validation. Methods We conducted sequential mcfDNA-seq on blood samples from ICU participants at high risk of BSI due to pneumonia, or intravascular catheterization; and explored whether mcfDNA-seq could diagnose and detect pathogens in advance of blood culture positivity. Blood culture results were used as evaluation criteria. Results A total of 111 blood samples were collected during the seven days preceding and on the day of onset of 16 BSI episodes from 13 participants. The diagnostic and total predictive sensitivity of mcfDNA-seq were 90% and 87.5%, respectively. The proportion of pathogenic bacteria was relatively high in terms of both diagnosis and prediction. The reads per million of etiologic agents trended upwards in the days approaching the onset of BSI. Discussion Our work found that mcfDNA-seq has high diagnostic sensitivity and could be used to identify pathogens before the onset of BSI, which could help expand the clinical application of mcfDNA-seq.
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Affiliation(s)
- Yinghao Cao
- Department of Clinical Laboratory Medicine, School of Medicine, South China University of Technology, Guangzhou, China
- Department of Clinical Laboratory Medicine, The Sixth Medical Center of People's Liberation Army (PLA) General Hospital of Beijing, Beijing, China
| | - Tingting Jiang
- Department of Epidemiology and Biostatistics, School of Public Health, An Hui Medical University, Hefei, China
- Biosecurity Department, Chinese People's Liberation Army (PLA) Center for Disease Control and Prevention, Beijing, China
| | - Yanfeng Lin
- Biosecurity Department, Chinese People's Liberation Army (PLA) Center for Disease Control and Prevention, Beijing, China
| | - Xiaofeng Fang
- Department of Clinical Laboratory Medicine, School of Medicine, South China University of Technology, Guangzhou, China
- Department of Clinical Laboratory Medicine, The Sixth Medical Center of People's Liberation Army (PLA) General Hospital of Beijing, Beijing, China
| | - Peipei Ding
- Department of Clinical Laboratory Medicine, The Sixth Medical Center of People's Liberation Army (PLA) General Hospital of Beijing, Beijing, China
| | - Hongbin Song
- Department of Epidemiology and Biostatistics, School of Public Health, An Hui Medical University, Hefei, China
- Biosecurity Department, Chinese People's Liberation Army (PLA) Center for Disease Control and Prevention, Beijing, China
| | - Peng Li
- Biosecurity Department, Chinese People's Liberation Army (PLA) Center for Disease Control and Prevention, Beijing, China
| | - Yanjun Li
- Department of Clinical Laboratory Medicine, School of Medicine, South China University of Technology, Guangzhou, China
- Department of Clinical Laboratory Medicine, The Sixth Medical Center of People's Liberation Army (PLA) General Hospital of Beijing, Beijing, China
- School of Laboratory Medicine and Biotechnology, Southern Medical University, Guangzhou, China
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28
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Koh WLC, Poh SE, Lee CK, Chan THM, Yan G, Kong KW, Lau L, Lee WYT, Cheng C, Hoon S, Seow Y. Towards a Rapid-Turnaround Low-Depth Unbiased Metagenomics Sequencing Workflow on the Illumina Platforms. Bioengineering (Basel) 2023; 10:bioengineering10050520. [PMID: 37237590 DOI: 10.3390/bioengineering10050520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 04/20/2023] [Accepted: 04/21/2023] [Indexed: 05/28/2023] Open
Abstract
Unbiased metagenomic sequencing is conceptually well-suited for first-line diagnosis as all known and unknown infectious entities can be detected, but costs, turnaround time and human background reads in complex biofluids, such as plasma, hinder widespread deployment. Separate preparations of DNA and RNA also increases costs. In this study, we developed a rapid unbiased metagenomics next-generation sequencing (mNGS) workflow with a human background depletion method (HostEL) and a combined DNA/RNA library preparation kit (AmpRE) to address this issue. We enriched and detected bacterial and fungal standards spiked in plasma at physiological levels with low-depth sequencing (<1 million reads) for analytical validation. Clinical validation also showed 93% of plasma samples agreed with the clinical diagnostic test results when the diagnostic qPCR had a Ct < 33. The effect of different sequencing times was evaluated with the 19 h iSeq 100 paired end run, a more clinically palatable simulated iSeq 100 truncated run and the rapid 7 h MiniSeq platform. Our results demonstrate the ability to detect both DNA and RNA pathogens with low-depth sequencing and that iSeq 100 and MiniSeq platforms are compatible with unbiased low-depth metagenomics identification with the HostEL and AmpRE workflow.
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Affiliation(s)
- Winston Lian Chye Koh
- Bioinformatic Institute, A*STAR (Agency for Science, Technology and Research), Singapore 138632, Singapore
| | - Si En Poh
- Institute of Molecular and Cell Biology, A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | - Chun Kiat Lee
- Department of Laboratory Medicine, National University Hospital, Singapore 119228, Singapore
| | - Tim Hon Man Chan
- Department of Laboratory Medicine, National University Hospital, Singapore 119228, Singapore
| | - Gabriel Yan
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore
- Division of Microbiology, Department of Laboratory Medicine, National University Health System, Singapore 119228, Singapore
| | - Kiat Whye Kong
- Institute of Molecular and Cell Biology, A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | - Lalita Lau
- Institute of Molecular and Cell Biology, A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | | | - Clark Cheng
- Paths Diagnostics Pte Limited, Singapore 349317, Singapore
| | - Shawn Hoon
- Institute of Molecular and Cell Biology, A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
| | - Yiqi Seow
- Institute of Molecular and Cell Biology, A*STAR (Agency for Science, Technology and Research), Singapore 138673, Singapore
- Genome Institute of Singapore, A*STAR (Agency for Science, Technology and Research), Singapore 138672, Singapore
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29
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Xu J, Zhou P, Liu J, Zhao L, Fu H, Han Q, Wang L, Wu W, Ou Q, Ma Y, He J. Utilizing Metagenomic Next-Generation Sequencing (mNGS) for Rapid Pathogen Identification and to Inform Clinical Decision-Making: Results from a Large Real-World Cohort. Infect Dis Ther 2023; 12:1175-1187. [PMID: 36988865 PMCID: PMC10147866 DOI: 10.1007/s40121-023-00790-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 03/07/2023] [Indexed: 03/30/2023] Open
Abstract
INTRODUCTION Clinical metagenomic next-generation sequencing (mNGS) has proven to be a powerful diagnostic tool in pathogen detection. However, its clinical utility has not been thoroughly evaluated. METHODS In this single-center prospective study at the First Affiliated Hospital of Soochow University, a total of 228 samples from 215 patients suspected of having acute or chronic infections between June 2018 and December 2018 were studied. Samples that met the mNGS quality control (QC) criteria (N = 201) were simultaneously analyzed using conventional tests (CTs), including multiple clinical microbiological tests and real-time PCR (if applicable). RESULTS Pathogen detection results of mNGS in the 201 QC-passed samples were compared to CTs and exhibited a sensitivity of 98.8%, specificity of 38.5%, and accuracy of 87.1%. Specifically, 109 out of 160 (68.1%) CT+/mNGS+ samples exhibited concordant results at the species/genus level, 25 samples (15.6%) showed overlapping results, while the remaining 26 samples (16.3%) had discordant results between the CT and mNGS assays. In addition, mNGS could identify pathogens at the species level, whereas only the genera of some pathogens could be identified by CT. In this cohort, mNGS results were used to guide treatment plans in 24 out of 41 cases that had available follow-up information, and the symptoms were improved in over 70% (17/24) of them. CONCLUSION Our data demonstrated the analytic performance of our mNGS pipeline for pathogen detection using a large clinical cohort and strongly supports the notion that in clinical practice, mNGS represents a valuable supplementary tool to CTs to rapidly determine etiological factors of various types of infection and to guide treatment decision-making.
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Affiliation(s)
- Jie Xu
- Clinical Laboratory Center, The First Affiliated Hospital of Soochow University, Suzhou, 215031, China
| | - Peng Zhou
- Center of Translational Medicine and Clinical Laboratory, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, 215028, China
| | - Jia Liu
- Dinfectome Inc., NanjingJiangsu, 210000, China
| | - Lina Zhao
- Department of Laboratory Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Hailong Fu
- Clinical Laboratory Center, The First Affiliated Hospital of Soochow University, Suzhou, 215031, China
| | - Qingzhen Han
- Center of Translational Medicine and Clinical Laboratory, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, 215028, China
| | - Lin Wang
- Center of Translational Medicine and Clinical Laboratory, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, 215028, China
| | - Weiwei Wu
- Dinfectome Inc., NanjingJiangsu, 210000, China
| | - Qiuxiang Ou
- Dinfectome Inc., NanjingJiangsu, 210000, China
| | - Yutong Ma
- Dinfectome Inc., NanjingJiangsu, 210000, China
| | - Jun He
- Clinical Laboratory Center, The First Affiliated Hospital of Soochow University, Suzhou, 215031, China.
- HLA Laboratory of Jiangsu Institute of Hematology, Collaborative Innovation Center of Hematology, The First Affiliated Hospital of Soochow University, 13/F (West), Hospital Comprehensive Building, No.899 Ping Hai Road, Suzhou, 215031, Jiangsu, China.
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30
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Hoenigl M, Egger M, Price J, Krause R, Prattes J, White PL. Metagenomic Next-Generation Sequencing of Plasma for Diagnosis of COVID-19-Associated Pulmonary Aspergillosis. J Clin Microbiol 2023; 61:e0185922. [PMID: 36809121 PMCID: PMC10035327 DOI: 10.1128/jcm.01859-22] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2023] Open
Abstract
Timely diagnosis remains an unmet need in non-neutropenic patients at risk for aspergillosis, including those with COVID-19-associated pulmonary aspergillosis (CAPA), which in its early stages is characterized by tissue-invasive growth of the lungs with limited angioinvasion. Currently available mycological tests show limited sensitivity when testing blood specimens. Metagenomic next-generation sequencing (mNGS) to detect microbial cell-free DNA (mcfDNA) in plasma might overcome some of the limitations of conventional diagnostics. A two-center cohort study involving 114 COVID-19 intensive care unit patients evaluated the performance of plasma mcfDNA sequencing for the diagnosis of CAPA. Classification of CAPA was performed using the European Confederation for Medical Mycology (ECMM)/International Society for Human and Animal Mycoses (ISHAM) criteria. A total of 218 plasma samples were collected between April 2020 and June 2021 and tested for mcfDNA (Karius test). Only 6 patients were classified as probable CAPA, and 2 were classified as possible, while 106 patients did not fulfill CAPA criteria. The Karius test detected DNA of mold pathogens in 12 samples from 8 patients, including Aspergillus fumigatus in 10 samples from 6 patients. Mold pathogen DNA was detected in 5 of 6 (83% sensitivity) cases with probable CAPA (A. fumigatus in 8 samples from 4 patients and Rhizopus microsporus in 1 sample), while the test did not detect molds in 103 of 106 (97% specificity) cases without CAPA. The Karius test showed promising performance for diagnosis of CAPA when testing plasma, being highly specific. The test detected molds in all but one patient with probable CAPA, including cases where other mycological tests from blood resulted continuously negative, outlining the need for validation in larger studies.
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Affiliation(s)
- Martin Hoenigl
- Division of Infectious Diseases, Excellence Center for Medical Mycology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- BioTechMed, Graz, Austria
| | - Matthias Egger
- Division of Infectious Diseases, Excellence Center for Medical Mycology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- BioTechMed, Graz, Austria
| | - Jessica Price
- Public Health Wales, Microbiology Cardiff, University Hospital of Wales, Cardiff, United Kingdom
| | - Robert Krause
- Division of Infectious Diseases, Excellence Center for Medical Mycology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- BioTechMed, Graz, Austria
| | - Juergen Prattes
- Division of Infectious Diseases, Excellence Center for Medical Mycology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- University of Cologne, Cologne, Germany
- University Hospital of Cologne, Department 1 for Internal Medicine, Infectious Diseases, Excellence Center for Medical Mycology, Cologne, Germany
| | - P Lewis White
- Public Health Wales, Microbiology Cardiff, University Hospital of Wales, Cardiff, United Kingdom
- Division of Infection and Immunity, Center for Trials Research, Cardiff University, Cardiff, United Kingdom
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31
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The effect of a plasma next-generation sequencing test on antimicrobial management in immunocompetent and immunocompromised patients-A single-center retrospective study. ANTIMICROBIAL STEWARDSHIP & HEALTHCARE EPIDEMIOLOGY : ASHE 2023; 3:e31. [PMID: 36865703 PMCID: PMC9972541 DOI: 10.1017/ash.2022.356] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 11/09/2022] [Accepted: 11/12/2022] [Indexed: 02/19/2023]
Abstract
Objective To describe the use of next-generation sequencing (NGS) and to determine whether NGS leads to changes in antimicrobial management. Design and setting This retrospective cohort study included patients aged ≥18 years admitted to a single tertiary-care center in Houston, Texas, with an NGS test performed between January 1, 2017, and December 31, 2018. Patients In total, 167 NGS tests were performed. Most patients were of non-Hispanic ethnicity (n = 129), white (n = 106), and male (n = 116), with a mean age of 52 years (SD, 16). Moreover, 61 patients were immunocompromised: solid-organ transplant (n = 30), patients with human immunodeficiency virus (n = 14), and rheumatology patients on immunosuppressive therapy (n = 12). Results Of the 167 NGS tests performed, 118 (71%) were positive. Test results associated with a change in antimicrobial management were found in 120 (72%) of 167 cases, with an average of 0.32 (SD, 1.57) fewer antimicrobials after the test. The largest change in antimicrobial management was in glycopeptide use (36 discontinuations) followed by antimycobacterial drug use (27 additions among 8 patients). Also, 49 patients had negative NGS results, but only 36 patients had their antibiotics discontinued. Conclusions Plasma NGS testing is associated with a change in antimicrobial management in most cases. We observed a decrease in glycopeptide use after NGS results, which highlights physicians' comfort in withdrawing methicillin-resistant Staphylococcus aureus (MRSA) coverage. In addition, antimycobacterial coverage increased, corresponding with early mycobacterial detection by NGS. Further studies are needed to determine effective ways to use NGS testing as an antimicrobial stewardship tool.
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Pietrzak B, Kawacka I, Olejnik-Schmidt A, Schmidt M. Circulating Microbial Cell-Free DNA in Health and Disease. Int J Mol Sci 2023; 24:ijms24033051. [PMID: 36769374 PMCID: PMC9917616 DOI: 10.3390/ijms24033051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 01/28/2023] [Accepted: 02/01/2023] [Indexed: 02/09/2023] Open
Abstract
Human blood contains low biomass of circulating microbial cell-free DNA (cfmDNA) that predominantly originates from bacteria. Numerous studies have detected circulating cfmDNA in patients with infectious and non-infectious diseases, and in healthy individuals. Remarkable differences were found in the microbial composition of healthy subjects and patients compared to cohorts with various diseases or even patients with diversified prognoses, implying that these alterations may be associated with disease development. Although the function of circulating cfmDNA needs to be elucidated (whether it acts as a bystander of dysbiosis or a key player in disease development), several studies have demonstrated its potential as a non-invasive biomarker that may improve diagnosis and treatment efficacy. The origin of circulating cfmDNA is still the subject of much deliberation, but studies have identified members of various microbiome niches, including the gut, oral cavity, airways, and skin. Further studies investigating the origin and function of circulating cfmDNA are needed. Moreover, low-biomass microbiome studies are prone to contamination, therefore stringent negative experimental control reactions and decontamination frameworks are advised in order to detect genuine circulating cfmDNA.
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Affiliation(s)
- Bernadeta Pietrzak
- Correspondence: (B.P.); (M.S.); Tel.: +48-61-846-6023 (B.P.); +48-61-846-6024 (M.S.)
| | | | | | - Marcin Schmidt
- Correspondence: (B.P.); (M.S.); Tel.: +48-61-846-6023 (B.P.); +48-61-846-6024 (M.S.)
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Xu C, Chen X, Zhu G, Yi H, Chen S, Yu Y, Jiang E, Zheng Y, Zhang F, Wang J, Feng S. Utility of plasma cell-free DNA next-generation sequencing for diagnosis of infectious diseases in patients with hematological disorders. J Infect 2023; 86:14-23. [PMID: 36462587 DOI: 10.1016/j.jinf.2022.11.020] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Revised: 11/07/2022] [Accepted: 11/22/2022] [Indexed: 12/03/2022]
Abstract
BACKGROUND Plasma cell-free DNA Next-Generation Sequencing has been used as a non-invasive and comprehensive method for the etiological diagnosis of infectious diseases. However, only a handful of studies have described the real-world utility of this technique in patients with hematological disorders, a cohort of patients that are distinctive due to neutropenia and weakened immune functions. METHODS We retrospectively analyzed the results of plasma cell-free DNA sequencing performed on 184 and 163 specimens collected from hematological patients suspected of infections with (Group I) or without (Group II) neutropenia, respectively. The diagnostic performance and the clinical impact of plasma sequencing were comparatively evaluated to conventional microbiological tests and a composite reference standard (conventional tests combined with the clinical assessment). RESULTS The overall positive detection rate of plasma cell-free DNA sequencing was significantly higher than that of conventional microbiological tests (72.6% vs.31.4%, P < 0.001). The positive rate of conventional microbiological tests in Group I was lower than that in Group II (25.5% vs. 38.0%, P = 0.012). Combining plasma sequencing with conventional tests yielded a positive detection rate of 75.0% and 74.8% for these two groups, respectively. Using the composite reference standard, the sensitivity and specificity of plasma sequencing were 89.1% and 65.1%, respectively. The proportions of the positive impact of cell-free DNA sequencing results in the Group I were higher than in the Group II in terms of both diagnosis and treatment (diagnosis: 54.3% vs. 40.5%, P = 0.013; treatment: 45.7% vs.30.7%, P = 0.004). A total of 73 patients (21.0%) benefited from plasma sequencing through adjustment of the antibiotic regimen. CONCLUSIONS The diagnostic yield of conventional microbiological tests was low in patients with neutropenia. Combining conventional tests with plasma cell-free DNA sequencing significantly improved the detection rate for pathogens and optimized antibiotic treatment. Our findings on the clinical impact warrant confirmation through larger, multicenter, randomized controlled trials. Moreover, the cost-effectiveness of this testing strategy remains unknown and requires further exploration.
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Affiliation(s)
- Chunhui Xu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China; Microbiology laboratory, Tianjin Union Precision Medical Diagnostic Co., Ltd, 301617, Tianjin, China
| | - Xin Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Guoqing Zhu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Huiming Yi
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Shulian Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Yuetian Yu
- Department of Critical Care Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Erlie Jiang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Yizhou Zheng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Fengkui Zhang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Jianxiang Wang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China
| | - Sizhou Feng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, China.
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Guo Y, Zhu Z, Cai W, Tao S, Yin D. Intracerebral opportunistic infections caused by immunosuppressants after orthotopic liver transplantation: Report of two cases and literature review. Front Immunol 2022; 13:1003254. [PMID: 36544772 PMCID: PMC9762491 DOI: 10.3389/fimmu.2022.1003254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 11/11/2022] [Indexed: 12/12/2022] Open
Abstract
Central nervous system (CNS) infections in adults are rare because of normal immunity and the existence of the blood brain barrier, which prevents the invasion of pathogenic microorganisms. Liver transplant recipients are at an increased risk of opportunistic infections (OI) due to immunosuppressive therapy compared to those with normal immunity. Early diagnosis and timely implementation of treatment are critical for the successful treatment of these infections. We present two cases of intracerebral OI after orthotopic liver transplantation (OLT), with different clinical presentations. Patient 1 presented with epileptic seizures, mainly manifested as unresponsiveness, unconsciousness, and coma complicated with involuntary limb twitching. Patient 2 presented with a consciousness disorder, mainly manifested as unclear consciousness content, poor orientation, calculation power, and logical ability. Next-generation sequencing (NGS) examination of the cerebrospinal fluid confirmed human herpesvirus 6 B (HHV-6B) infection in patient 1 and intracranial Aspergillus infection in patient 2. Intracranial OI has insidious onset and atypical clinical manifestations. NGS can allow for the proper diagnosis and monitoring of the effects of treatment.
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Management of Extensive Central Nervous System Cladophialophora bantiana Infection in a 9-Year-Old Child. Pediatr Infect Dis J 2022; 41:e481-e486. [PMID: 36102704 DOI: 10.1097/inf.0000000000003680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Pediatric central nervous system (CNS) phaeohyphomycosis is a rare invasive fungal infection associated with high mortality. METHODS We describe a child with progressive neurologic symptoms whose ultimate diagnosis was Cladophialophora bantiana -associated CNS phaeohyphomycosis. We discuss her clinical presentation, medical and surgical management and review the current literature. RESULTS A 9-year-old female presented with acute onset of headaches, ophthalmoplegia and ataxia. Initial infectious work-up was negative, including serial fungal cerebrospinal fluid cultures. Over 2 months, she experienced progressive cognitive and motor declines, and imaging revealed worsening meningitis, ventriculitis and cerebritis. Ultimately, Cladophialophora was detected by plasma metagenomic next-generation sequencing (mNGS). Fourth ventricle fluid sampling confirmed the diagnosis of C. bantiana infection. Given the extent of her disease, complete surgical resection was not feasible. She required multiple surgical debridement procedures and prolonged antifungal therapy, including the instillation of intraventricular amphotericin B. With aggressive surgical and medical management, despite her continued neurologic deficits, she remains alive 3 years after her initial diagnosis. To our knowledge, this is one of a few published pediatric cases of CNS phaeohyphomycosis and the first with the causative pathogen identified by plasma mNGS. CONCLUSION CNS phaeohyphomycosis is a serious, life-threatening infection. The preferred management includes a combination of surgical resection and antifungal therapy. In cases complicated by refractory ventriculitis, intraventricular antifungal therapy can be considered as adjuvant therapy. Direct sampling of the CNS for pathogen identification and susceptibility testing is the gold standard for diagnosis; however, the use of plasma mNGS may expedite the diagnosis.
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Cheng LY, Dai P, Wu LR, Patel AA, Zhang DY. Direct capture and sequencing reveal ultra-short single-stranded DNA in biofluids. iScience 2022; 25:105046. [PMID: 36147958 PMCID: PMC9486625 DOI: 10.1016/j.isci.2022.105046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 06/20/2022] [Accepted: 08/26/2022] [Indexed: 11/29/2022] Open
Abstract
Cell-free DNA (cfDNA) has become the predominant analyte of liquid biopsy; however, recent studies suggest the presence of subnucleosomal-sized DNA fragments in circulation that are likely single-stranded. Here, we report a method called direct capture and sequencing (DCS) tailored to recover such fragments from biofluids by directly capturing them using short degenerate probes followed by single strand-based library preparation and next-generation sequencing. DCS revealed a new DNA population in biofluids, named ultrashort single-stranded DNA (ussDNA). Evaluation of the size distribution and abundance of ussDNA manifested generality of its presence in humans, animal species, and plants. In humans, red blood cells were found to contain abundant ussDNA; plasma-derived ussDNA exhibited modal size at 50 nt. This work reports the presence of an understudied DNA population in circulation, and yet more work is awaiting to study its generation mechanism, tissue of origin, disease implications, etc.
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Affiliation(s)
- Lauren Y Cheng
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Peng Dai
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Lucia R Wu
- Department of Bioengineering, Rice University, Houston, TX, USA
| | - Abhijit A Patel
- Department of Therapeutic Radiology, Yale University, New Haven, CT, USA
| | - David Yu Zhang
- Department of Bioengineering, Rice University, Houston, TX, USA.,Systems, Synthetic, and Physical Biology, Rice University, Houston, TX, USA
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Plasma Cell-Free Metagenomic Next Generation Sequencing in the Clinical Setting for the Diagnosis of Infectious Diseases: A Systematic Review and Meta-Analysis. Diagn Microbiol Infect Dis 2022; 105:115838. [DOI: 10.1016/j.diagmicrobio.2022.115838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 10/07/2022] [Accepted: 10/16/2022] [Indexed: 11/19/2022]
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Chen Y, Fan L, Chai Y, Xu J. Advantages and challenges of metagenomic sequencing for the diagnosis of pulmonary infectious diseases. THE CLINICAL RESPIRATORY JOURNAL 2022; 16:646-656. [PMID: 36068680 PMCID: PMC9527156 DOI: 10.1111/crj.13538] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 07/18/2022] [Accepted: 08/15/2022] [Indexed: 11/28/2022]
Abstract
Objective We aim to familiarize the application status of metagenomic sequencing in diagnosing pulmonary infections, to compare metagenomic sequencing with traditional diagnostic methods, to conclude the advantages and limitations of metagenomic sequencing, and to provide some advice for clinical practice and some inspiration for associated researches. Data Sources The data were obtained from peer‐reviewed literature, white papers, and meeting reports. Results This review focused on the applications of untargeted metagenomic sequencing in lungs infected by bacteria, viruses, fungi, chlamydia pneumoniae, Mycoplasma pneumoniae, parasites, and other pathogens. Compared with conventional diagnostic methods, metagenomic sequencing is better in detecting novel, rare, and unexpected pathogens and being applied in co‐infections. Meanwhile, it can also provide more comprehensive information about pathogens. However, metagenomic sequencing still has limitations. Also, the situations that should be applied in and how the results should be interpreted are discussed in this review. Conclusion Metagenomic sequencing improves efficiency to identify pathogens compared with traditional diagnostic methods and can be applied in clinical diagnosis. However, the technology of metagenomic sequencing still needs to be improved. Also, clinicians should learn more about when to use metagenomic sequencing and how to interpret its results.
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Affiliation(s)
- Yan Chen
- Department of Respiratory and Critical Care Medicine, Shanghai Pulmonary Hospital, Institute of Respiratory Medicine Tongji University School of Medicine Shanghai China
| | - Li‐Chao Fan
- Department of Respiratory and Critical Care Medicine, Shanghai Pulmonary Hospital, Institute of Respiratory Medicine Tongji University School of Medicine Shanghai China
| | - Yan‐Hua Chai
- Department of Respiratory and Critical Care Medicine, Shanghai Pulmonary Hospital, Institute of Respiratory Medicine Tongji University School of Medicine Shanghai China
| | - Jin‐Fu Xu
- Department of Respiratory and Critical Care Medicine, Shanghai Pulmonary Hospital, Institute of Respiratory Medicine Tongji University School of Medicine Shanghai China
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Hilt EE, Ferrieri P. Next Generation and Other Sequencing Technologies in Diagnostic Microbiology and Infectious Diseases. Genes (Basel) 2022; 13:genes13091566. [PMID: 36140733 PMCID: PMC9498426 DOI: 10.3390/genes13091566] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/24/2022] [Accepted: 08/26/2022] [Indexed: 12/03/2022] Open
Abstract
Next-generation sequencing (NGS) technologies have become increasingly available for use in the clinical microbiology diagnostic environment. There are three main applications of these technologies in the clinical microbiology laboratory: whole genome sequencing (WGS), targeted metagenomics sequencing and shotgun metagenomics sequencing. These applications are being utilized for initial identification of pathogenic organisms, the detection of antimicrobial resistance mechanisms and for epidemiologic tracking of organisms within and outside hospital systems. In this review, we analyze these three applications and provide a comprehensive summary of how these applications are currently being used in public health, basic research, and clinical microbiology laboratory environments. In the public health arena, WGS is being used to identify and epidemiologically track food borne outbreaks and disease surveillance. In clinical hospital systems, WGS is used to identify multi-drug-resistant nosocomial infections and track the transmission of these organisms. In addition, we examine how metagenomics sequencing approaches (targeted and shotgun) are being used to circumvent the traditional and biased microbiology culture methods to identify potential pathogens directly from specimens. We also expand on the important factors to consider when implementing these technologies, and what is possible for these technologies in infectious disease diagnosis in the next 5 years.
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Srichawla BS. Plasma Microbial Cell-Free DNA (CF-DNA) Next-Generation Sequencing in Diagnosing Intracranial Abscesses: Pathophysiology and a Scoping Review of the Literature. Cureus 2022; 14:e28172. [PMID: 36148190 PMCID: PMC9482791 DOI: 10.7759/cureus.28172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/19/2022] [Indexed: 11/26/2022] Open
Abstract
Plasma microbial cell-free DNA (cf-DNA) from next-generation sequencing (NGS) provides improved sensitivity and specificity compared to standard microbial blood cultures. cf-DNA sequencing also has an improved turnaround time (TAT) and allows quicker commencement of antibiotics in life-threatening infections such as a brain abscess. Brain abscesses carry significant morbidity and mortality. Empiric treatment and management are critical in improving functional neurological outcomes. Reported here is the case of a severe central nervous system (CNS) infection with multiple ring-enhancing lesions seen throughout the cerebrum on magnetic resonance imaging (MRI). Standard microbial blood cultures were inconclusive and definitive identification of the pathogen was achieved through microbial cf-DNA NGS. Brain abscesses develop in four distinct phases: early cerebritis, late cerebritis, early capsule formation, and late capsule formation. The pathogenesis of cerebral abscess involves direct parenchymal inflammation of the pathogen, the recruitment of inflammatory CNS cell types (microglia, inflammatory astrocytes, etc), and the chemotaxis of immune cells. cf-DNA is released into the bloodstream in response to pathogen opsonization and immune-mediated cell death. A scoping literature review includes cases of intracranial abscesses diagnosed via cf-DNA NGS.
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Jain V, Senetar AJ, Maciel CB, Remley W, Islam S, Fredenburg KM, Babi MA, Robinson CP. A 40-Year-Old Woman With COVID-19 and Bilateral Vision Loss. Neurohospitalist 2022; 12:664-668. [PMID: 36147755 PMCID: PMC9280117 DOI: 10.1177/19418744221114209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Mucormycosis is a fast-spreading angioinvasive fungal infection with a very high mortality rate. It is associated with immunodeficiency, diabetes mellitus, iron overload, stem cell transplantation and the use of steroids. As cultures and histopathological biopsy may have low yield in invasive fungal infections, new generation sequencing of cfDNA (cell free deoxyribonucleic acid) has become a cornerstone for diagnosis. Over the past 18 months, increasing reports of COVID-19 associated Mucormycosis have emerged, most specifically in India and other nearby developing countries. Awareness and knowledge of this newly discovered association is of high importance and clinical relevance as the global COVID-19 pandemic continues. Herein, we present a case of a patient who was treated with steroids for COVID-19 in the outpatient setting and presented with unilateral periorbital pain and blurry vision. She progressively developed bilateral vision loss, fixed bilateral mydriasis, ophthalmoplegia and coma. Imaging findings included leptomeningeal, vascular, and subcortical enhancement accompanied with multifocal infarction. Subsequent biopsy of the paranasal sinuses revealed broad type fungal elements and cfDNA sequencing identified the pathogen as Rhizopus species. She was treated with intravenous amphotericin B, but succumbed to the infection.
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Affiliation(s)
- Varun Jain
- Department of Neurology, University of Florida College of Medicine, Gainesville, FL, USA
| | - Alexander J. Senetar
- Department of Neurology, University of Florida College of Medicine, Gainesville, FL, USA
| | - Carolina B Maciel
- Department of Neurology and Neurosurgery, University of Florida College of Medicine, Gainesville, FL, USA
| | - William Remley
- Medical Student, Lake Erie College of Osteopathic Medicine, Gainesville, FL, USA
| | - Shehla Islam
- Department of Infectious Diseases, University of Florida College of Medicine, Gainesville, FL, USA
| | - Kristianna M. Fredenburg
- Department of Pathology, Immunology, and Laboratory Medicine, University of Florida College of Medicine, Gainesville, FL, USA
| | - Marc A Babi
- Department of Neurology and Neurosurgery, University of Florida College of Medicine, Gainesville, FL, USA
| | - Christopher P. Robinson
- Department of Neurology and Neurosurgery, University of Florida College of Medicine, Gainesville, FL, USA
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Taylor MG, Nicholas SK, Forbes Satter LR, Martinez C, Cameron LH. Plasma Metagenomic Sequencing Expedites Diagnosis of Disseminated BCG in an Infant With IKBKB Mutation. Pediatr Infect Dis J 2022; 41:430-435. [PMID: 35067643 DOI: 10.1097/inf.0000000000003465] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Infants with inborn errors of immunity (IEI), born in countries where Bacillus-Calmette-Guerin (BCG) vaccination is recommended at birth, are at risk of developing infectious complications following vaccination. A prompt diagnosis of disseminated BCG infection in these infants is essential, as many will require stem cell transplantation (SCT) for the immunologic cure. In patients with IEI, the mortality risk from disseminated mycobacterial infection is high, both before and following SCT. METHODS A 7-month-old Qatari infant with an IEI, homozygous IKBKB gene mutation, was evaluated at our institution for SCT. He had a history of recurrent pneumonias, but pretransplant evaluation revealed negative cultures from bronchoalveolar fluid, blood and urine. At 8 months of age, the infant developed skin nodules of unclear etiology, prompting additional evaluation. RESULTS Given his profound immunosuppression and receipt of broad-spectrum antimicrobials, plasma metagenomic next-generation sequencing (mNGS) was obtained and identified Mycobacterium tuberculosis complex within 72 hours. A skin biopsy was performed, and antimycobacterial therapy was initiated. Mycobacterium bovis-BCG was confirmed from cultures 3 weeks later. Treatment was complicated by elevated serum liver transaminases and aminoglycoside-associated high-frequency hearing loss. The infant completed 14 months of treatment from engraftment. Evaluation for active BCG infection after SCT was negative. CONCLUSION In an infant with a unique IEI, plasma mNGS provided the first diagnosis of disseminated BCG infection. We believe that early initiation of antimycobacterial treatment improved the infant's clinical outcome. Plasma mNGS testing should be considered as a noninvasive screen for infectious pathogens in children with IEIs before SCT.
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Affiliation(s)
- Margaret G Taylor
- From the Department of Pediatrics, Section of Infectious Diseases, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
| | - Sarah K Nicholas
- Department of Pediatrics, Section of Immunology Allergy and Retrovirology, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
| | - Lisa R Forbes Satter
- Department of Pediatrics, Section of Immunology Allergy and Retrovirology, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
| | - Caridad Martinez
- Department of Pediatrics, Section of Hematology-Oncology, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
| | - Lindsay H Cameron
- From the Department of Pediatrics, Section of Infectious Diseases, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
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Gold JAW, Revis A, Thomas S, Perry L, Blakney RA, Chambers T, Bentz ML, Berkow EL, Lockhart SR, Lysen C, Nunnally NS, Jordan A, Kelly HC, Montero AJ, Farley MM, Oliver NT, Pouch SM, Webster AS, Jackson BR, Beer KD. Clinical Characteristics, Healthcare Utilization, and Outcomes among Patients in a Pilot Surveillance System for Invasive Mold Disease—Georgia, United States, 2017–2019. Open Forum Infect Dis 2022; 9:ofac215. [DOI: 10.1093/ofid/ofac215] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Accepted: 04/19/2022] [Indexed: 11/14/2022] Open
Abstract
Abstract
Background
Invasive mold diseases (IMD) cause severe illness, but public health surveillance data are lacking. We describe data collected from a laboratory-based, pilot IMD surveillance system.
Methods
During 2017–2019, the Emerging Infections Program conducted active IMD surveillance at three Atlanta-area hospitals. We ascertained potential cases by reviewing histopathology, culture, and Aspergillus galactomannan results and classified patients as having an IMD case (based on European Organization for Research and Treatment of Cancer/Invasive Fungal Infections Cooperative Group and the National Institute of Allergy and Infectious Diseases Mycoses Study Group [MSG] criteria) or a non-MSG IMD case (based on the treating clinician’s diagnosis and use of mold-active antifungal therapy). We described patient features and compared patients with MSG versus non-MSG IMD cases.
Results
Among 304 patients with potential IMD, 104 (34.2%) met an IMD case definition (41 MSG, 63 non-MSG). The most common IMD types were invasive aspergillosis (n = 66, 63.5%), mucormycosis (n = 8, 7.7%), and fusariosis (n = 4, 3.8%); the most frequently affected body sites were pulmonary (n = 66, 63.5%), otorhinolaryngologic (n = 17, 16.3%), and cutaneous/deep tissue (n = 9, 8.7%). Forty-five (43.3%) IMD patients received intensive care unit-level care, and 90-day all-cause mortality was 32.7%; these outcomes did not differ significantly between MSG and non-MSG IMD patients.
Conclusions
IMD patients had high mortality rates and a variety of clinical presentations. Comprehensive IMD surveillance is needed to assess emerging trends, and strict application of MSG criteria for surveillance might exclude > one-half of clinically significant IMD cases.
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Affiliation(s)
| | - Andrew Revis
- Atlanta Veterans Affairs Medical Center, Atlanta, Georgia, USA
- Georgia Emerging Infections, Atlanta, GA, USA
| | - Stepy Thomas
- Atlanta Veterans Affairs Medical Center, Atlanta, Georgia, USA
- Georgia Emerging Infections, Atlanta, GA, USA
- Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Lewis Perry
- Atlanta Veterans Affairs Medical Center, Atlanta, Georgia, USA
- Georgia Emerging Infections, Atlanta, GA, USA
| | - Rebekah A. Blakney
- Atlanta Veterans Affairs Medical Center, Atlanta, Georgia, USA
- Georgia Emerging Infections, Atlanta, GA, USA
| | - Taylor Chambers
- Atlanta Veterans Affairs Medical Center, Atlanta, Georgia, USA
- Georgia Emerging Infections, Atlanta, GA, USA
| | | | | | | | | | | | | | | | | | - Monica M. Farley
- Atlanta Veterans Affairs Medical Center, Atlanta, Georgia, USA
- Georgia Emerging Infections, Atlanta, GA, USA
- Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Nora T. Oliver
- Atlanta Veterans Affairs Medical Center, Atlanta, Georgia, USA
- Georgia Emerging Infections, Atlanta, GA, USA
- Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Stephanie M. Pouch
- Georgia Emerging Infections, Atlanta, GA, USA
- Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Andrew S. Webster
- Atlanta Veterans Affairs Medical Center, Atlanta, Georgia, USA
- Georgia Emerging Infections, Atlanta, GA, USA
- Department of Medicine, Emory University School of Medicine, Atlanta, Georgia, USA
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44
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Shishido AA, Noe M, Saharia K, Luethy P. Clinical impact of a metagenomic microbial plasma cell-free DNA next-generation sequencing assay on treatment decisions: a single-center retrospective study. BMC Infect Dis 2022; 22:372. [PMID: 35418022 PMCID: PMC9006594 DOI: 10.1186/s12879-022-07357-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Accepted: 03/28/2022] [Indexed: 12/24/2022] Open
Abstract
Background Metagenomic next-generation sequencing of microbial cell-free DNA (mcfDNA) allows for non-invasive pathogen detection from plasma. However, there is little data describing the optimal role for this assay in real-world clinical decision making.
Methods We performed a single-center retrospective cohort study of adult patients for whom a mcfDNA (Karius©) test was sent between May 2019 and February 2021. Clinical impact was arbitrated after review and discussion of each case. Results A total of 80 patients were included. The most common reason for sending the assay was unknown microbiologic diagnosis (78%), followed by avoiding invasive procedures (14%). The test had a positive impact in 34 (43%), a negative impact in 2 (3%), and uncertain or no impact in 44 (55%). A positive impact was observed in solid organ transplant recipients (SOTR, 71.4%, p = 0.003), sepsis (71.4%, p = 0.003), and those receiving antimicrobial agents for less than 7 days prior to mcfDNA testing (i.e., 61.8%, p = 0.004). Positive impact was driven primarily by de-escalation of antimicrobial therapy. Conclusion Clinical impact of mcfDNA testing was highest in SOTR, patients with sepsis and patients who had been on antimicrobial therapy for less than 7 days. Positive impact was driven by de-escalation of antimicrobial therapy which may highlight a potential role for mcfDNA in the realm of stewardship. Supplementary Information The online version contains supplementary material available at 10.1186/s12879-022-07357-8. This is a retrospective study evaluating the clinical impact of mcfDNA testing at a single center. mcfDNA positively impacted clinical care in 43% of cases. Patients admitted with sepsis, patients receiving antibiotics for less than 7 days, and solid organ transplant recipients derived the most benefit from mcfDNA testing.
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Affiliation(s)
- Akira A Shishido
- Division of Infectious Diseases, University of Maryland Medical Center, Baltimore, MD, USA.
| | | | - Kapil Saharia
- Division of Infectious Diseases, University of Maryland Medical Center, Baltimore, MD, USA.,Institute of Human Virology, University of Maryland School of Medicine, 22 E Greene St, Baltimore, MD, USA
| | - Paul Luethy
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
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Sanchez-Vicente S, Jain K, Tagliafierro T, Gokden A, Kapoor V, Guo C, Horn EJ, Lipkin WI, Tokarz R. Capture Sequencing Enables Sensitive Detection of Tick-Borne Agents in Human Blood. Front Microbiol 2022; 13:837621. [PMID: 35330765 PMCID: PMC8940530 DOI: 10.3389/fmicb.2022.837621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 02/01/2022] [Indexed: 11/21/2022] Open
Abstract
Assay sensitivity can be a limiting factor in the use of PCR as a tool for the detection of tick-borne pathogens in blood. We evaluated the performance of Tick-borne disease Capture Sequencing Assay (TBDCapSeq), a capture sequencing assay targeting tick-borne agents, to test 158 whole blood specimens obtained from the Lyme Disease Biobank. These included samples from 98 individuals with signs and symptoms of acute Lyme disease, 25 healthy individuals residing in Lyme disease endemic areas, and 35 samples collected from patients admitted to the Massachusetts General Hospital or referred to the infectious disease clinic. Compared to PCR, TBDCapSeq had better sensitivity and could identify infections with a wider range of tick-borne agents. TBDCapSeq identified a higher rate of samples positive for Borrelia burgdorferi (8 vs. 1 by PCR) and Babesia microti (26 vs. 15 by PCR). TBDCapSeq also identified previously unknown infections with Borrelia miyamotoi, Ehrlichia, and Rickettsia species. Overall, TBDCapSeq identified a pathogen in 43 samples vs. 23 using PCR, with four co-infections detected versus zero by PCR. We conclude that capture sequencing enables superior detection of tick-borne agents relative to PCR.
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Affiliation(s)
- Santiago Sanchez-Vicente
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York City, NY, United States
| | - Komal Jain
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York City, NY, United States
| | - Teresa Tagliafierro
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York City, NY, United States
| | - Alper Gokden
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York City, NY, United States
| | - Vishal Kapoor
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York City, NY, United States
| | - Cheng Guo
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York City, NY, United States
| | | | - W Ian Lipkin
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York City, NY, United States.,Department of Epidemiology, Mailman School of Public Health, Columbia University, New York City, NY, United States
| | - Rafal Tokarz
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York City, NY, United States.,Department of Epidemiology, Mailman School of Public Health, Columbia University, New York City, NY, United States
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Ma X, Zhang S, Xing H, Li H, Chen J, Li H, Jiao M, Shi Q, Xu A, Xing L, Cao W. Invasive Pulmonary Aspergillosis Diagnosis via Peripheral Blood Metagenomic Next-Generation Sequencing. Front Med (Lausanne) 2022; 9:751617. [PMID: 35402461 PMCID: PMC8987774 DOI: 10.3389/fmed.2022.751617] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 02/17/2022] [Indexed: 11/13/2022] Open
Abstract
Invasive pulmonary aspergillosis (IPA) is one of the major causes of morbidity and mortality in immunocompromised patients such as hematological malignancies, hematopoietic stem cell transplantation, and solid organ transplantation. The diagnosis of IPA in these patients is still difficult because it has no obvious specificity in clinical symptoms, signs and imaging, and test sensitivity of blood 1,3-β-d-glucan test, galactomannan are low. Therefore, we still need to explore more diagnostic methods. In our study, via peripheral blood metagenomic next-generation sequencing (mNGS), five patients were tested positive for Aspergillus DNA and then quickly diagnosed as IPA. Out of the 5 cases, 1 was proven and 4 were probable IPA. The underlying diseases of the 5 patients were myelodysplastic syndrome (2 cases), acute myeloid leukemia (2 cases), and renal transplantation (1 case). Then they were diagnosed as IPA using other methods such as lung histopathology, bronchoalveolar lavage fluid (BALF) mNGS, and sputum culture or sputum mNGS. In case 1, sputum culture suggested Aspergillus flavus. In case 2, both Grocott methenamine silver (GMS) stain of lung histopathology and lung tissue mNGS suggested Aspergillus infection. In cases 3 and 4, BALF-mNGS suggested Aspergillus infection. In case 5, sputum mNGS suggested Aspergillus infection. In conclusion, detecting the cfDNA of Aspergillus via peripheral blood mNGS can be used to diagnose IPA and is a rapid and non-invasive diagnosis method.
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Affiliation(s)
- Xiaoxu Ma
- Department of Respiration, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Suping Zhang
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Haizhou Xing
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Huiling Li
- Department of Respiration, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jiajun Chen
- College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Haijun Li
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Mengfan Jiao
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Gene Hospital of Henan , Precision Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Qingmiao Shi
- Department of Infectious Diseases, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Gene Hospital of Henan , Precision Medicine Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Aiguo Xu
- Department of Respiration, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Lihua Xing
- Department of Respiration, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Weijie Cao
- Department of Hematology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- *Correspondence: Weijie Cao
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Burillo A, Bouza E. Faster infection diagnostics for intensive care unit (ICU) patients. Expert Rev Mol Diagn 2022; 22:347-360. [PMID: 35152813 DOI: 10.1080/14737159.2022.2037422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION : The patient admitted to intensive care units (ICU) is critically ill, to some extent immunosuppressed, with a high risk of infection, sometimes by multidrug-resistant microorganisms. In this context, the intensivist expects from the microbiology service quick and understandable information so that appropriate antimicrobial treatment for that particular patient and infection can be initiated. AREAS COVERED : In this review of recent literature (2015-2021), we identified diagnostic methods for the most prevalent infections in these patients through a search of the databases Pubmed, evidence-based medicine online, York University reviewers group, Cochrane, MBE-Trip, and Sumsearch using the terms: adult, clinical laboratory techniques, critical care, early diagnosis, microbiology, molecular diagnostic techniques, spectrometry and metagenomics. EXPERT OPINION : There has been an exponential surge in diagnostic systems used directly on blood and other samples to expedite microbial identification and antimicrobial susceptibility testing of pathogens. Few studies have thus far assessed their clinical impact; final outcomes will also depend on preanalytical and post-analytical factors. Besides, many of the resistance mechanisms cannot yet be detected with molecular techniques, which impairs the prediction of the actual resistance phenotype. Nonetheless, this is an exciting field with much yet to explore.
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Affiliation(s)
- Almudena Burillo
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Doctor Esquerdo 46, 28007 Madrid, Spain.,Medicine Department, School of Medicine, Universidad Complutense de Madrid, Plaza Ramón y Cajal s/n, Ciudad Universitaria, 28040 Madrid, Spain.,Gregorio Marañón Health Research Institute, Doctor Esquerdo 46, 28007, Madrid, Spain
| | - Emilio Bouza
- Department of Clinical Microbiology and Infectious Diseases, Hospital General Universitario Gregorio Marañón, Doctor Esquerdo 46, 28007 Madrid, Spain.,Medicine Department, School of Medicine, Universidad Complutense de Madrid, Plaza Ramón y Cajal s/n, Ciudad Universitaria, 28040 Madrid, Spain.,Gregorio Marañón Health Research Institute, Doctor Esquerdo 46, 28007, Madrid, Spain.,CIBER of Respiratory Diseases (CIBERES CB06/06/0058), Av. Monforte de Lemos 3-5, Pabellón 11, Planta, 28029 Madrid, Spain
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Abstract
BACKGROUND Plasma metagenomic next-generation sequencing (mNGS) has the potential to detect thousands of different organisms with a single test. There are limited data on the real-world impact of mNGS and even less guidance on the types of patients and clinical scenarios in which mNGS testing is beneficial. METHODS A retrospective review of patients who had mNGS testing as part of routine clinical care at Texas Children's Hospital from June 2018-August 2019 was performed. Medical records were reviewed for pertinent data. An expert panel of infectious disease physicians adjudicated each unique organism identified by mNGS for clinical impact. RESULTS There were 169 patients with at least one mNGS test. mNGS identified a definitive, probable or possible infection in 49.7% of patients. mNGS led to no clinical impact in 139 patients (82.2%), a positive impact in 21 patients (12.4%), and a negative impact in 9 patients (5.3%). mNGS identified a plausible cause for infection more often in immunocompromised patients than in immunocompetent patients (55.8% vs. 30.0%, P = 0.006). Positive clinical impact was highest in patients with multiple indications for testing (37.5%, P = 0.006) with deep-seated infections, overall, being most often associated with a positive impact. CONCLUSION mNGS testing has a limited real-world clinical impact when ordered indiscriminately. Immunocompromised patients with well-defined deep-seated infections are likely to benefit most from testing. Further studies are needed to evaluate the full spectrum of clinical scenarios for which mNGS testing is impactful.
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Arrighi-Allisan AE, Vidaurrazaga MM, De Chavez VB, Bryce CH, Rutland JW, Paniz-Mondolfi AE, Sordillo EM, Nowak MD, Gitman MR, Fuller R, Baneman E, Yong RL. Utility of liquid biopsy in diagnosing isolated cerebral phaeohyphomycosis: illustrative case. JOURNAL OF NEUROSURGERY: CASE LESSONS 2022; 3:CASE21557. [PMID: 36130566 PMCID: PMC9379749 DOI: 10.3171/case21557] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 10/29/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND Cladophialophora bantiana is a dematiaceous, saprophytic fungus and a rare but reported cause of intracranial abscesses due to its strong neurotropism. Although it predominantly affects immunocompetent individuals with environmental exposure, more recently, its significance as a highly lethal opportunistic infection in transplant recipients has been recognized. Successful treatment requires timely but often challenging diagnosis, followed by complete surgical excision. Next-generation sequencing of microbial cell-free DNA (cfDNA) from plasma is a novel diagnostic method with the potential to identify invasive fungal infections more rapidly and less invasively than conventional microbiological testing, including brain biopsy. OBSERVATIONS The authors described the case of a recipient of a liver transplant who presented with seizures and was found to have innumerable ring-enhancing intracranial lesions. The Karius Test, a commercially available method of next-generation sequencing of cfDNA, was used to determine the causative organism. Samples from the patient’s plasma identified C. bantiana 6 days before culture results of the surgical specimen, allowing optimization of the empirical antifungal regimen, which led to a reduction in the size of the abscesses. LESSONS The authors’ findings suggest that microbial cfDNA sequencing may be particularly impactful in improving the management of brain abscesses in which the differential diagnosis is wide because of immunosuppression.
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Affiliation(s)
| | | | | | - Clare H. Bryce
- Pathology, Molecular, and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | | | - Alberto E. Paniz-Mondolfi
- Pathology, Molecular, and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Emilia M. Sordillo
- Pathology, Molecular, and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Michael D. Nowak
- Pathology, Molecular, and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Melissa R. Gitman
- Pathology, Molecular, and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; and
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Quintero O, Allard L, Ho D. Invasive mold infection of the gastrointestinal tract - A case series of 22 immunocompromised patients from a single academic center. Med Mycol 2022; 60:6517313. [PMID: 35092429 PMCID: PMC8896981 DOI: 10.1093/mmy/myac007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Revised: 12/24/2021] [Accepted: 01/27/2022] [Indexed: 11/13/2022] Open
Abstract
Invasive mold infection (IMI) of the gastrointestinal (GI) tract is a rare complication in immunocompromised patients that carries a high mortality rate. It is most often described in the setting of disseminated disease. Early diagnosis and treatment are critical in its management, but this is rarely obtained, leading to delayed therapy. To describe the clinical characteristics, treatment and outcomes of this infection, we reviewed all the cases of adult patients with histopathological findings from autopsy or surgical specimens that demonstrated fungal invasion into the GI tract at Stanford Hospital & Clinics from January 1997 to August 2020. Twenty-two patients that met criteria were identified and they were all immunocompromised, either due to their underlying medical conditions or the treatments that they received. The most common underlying disease was hematological malignancies (63.6%) and the most common symptoms were abdominal pain, GI bleeding and diarrhea. A majority of patients (72.7%) had disseminated invasive mold infection, while the rest had isolated GI tract involvement. In 2/3 of our cases, the fungal genus or species was confirmed based on culture or PCR results. Given the very high mortality associated with GI mold infection, this diagnosis should be considered when evaluating immunocompromised patients with concerning GI signs and symptoms. A timely recognition of the infection, prompt initiation of appropriate antifungal therapy as well as surgical intervention if feasible, are key to improve survival from this devastating infection.
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Affiliation(s)
- Orlando Quintero
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine 300 Pasteur Drive, Lane Building L-135, Stanford, CA 94305- 5107, USA
| | - Libby Allard
- Department of Pathology, Stanford University School of Medicine 300 Pasteur Drive, Stanford, CA 94305- 5107, USA
| | - Dora Ho
- Division of Infectious Diseases and Geographic Medicine, Department of Medicine, Stanford University School of Medicine 300 Pasteur Drive, Lane Building L-135, Stanford, CA 94305- 5107, USA
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