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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; 113:208-217. [PMID: 38658354 DOI: 10.1111/ejh.14216] [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] [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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2
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Wang D, Zhang Z, Shen H, Jin F, Liang J, Shen D, Song H, Zhang J, Xu W, Tang Y, Xu X. Comparison of plasma and blood cell samples in metagenomic next-generation sequencing for identification of the causative pathogens of fever. Heliyon 2024; 10:e31677. [PMID: 38841453 PMCID: PMC11152940 DOI: 10.1016/j.heliyon.2024.e31677] [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: 12/14/2023] [Revised: 05/19/2024] [Accepted: 05/20/2024] [Indexed: 06/07/2024] Open
Abstract
Background Metagenomic next-generation sequencing (mNGS) of plasma DNA has become an attractive diagnostic method for infectious diseases; however, the rate of false-positive results is high. This study aims to evaluate the diagnostic accuracy of mNGS in plasma versus blood cell samples for immunocompromised children with febrile diseases. Methods The results of conventional microbiological test (CMT) and mNGS using plasma and blood cells in 106 patients with 128 episodes of febrile diseases from the Department of Hematology/Oncology were analyzed and described. Results The positivity rates for CMT and mNGS of plasma and blood cells were 35.9 %, 84.4 % and 46.9 %, respectively (P < 0.001). Notably, mNGS identified multiple pathogens in a single specimen in 68.5 % of plasma samples and 38.3 % of blood cell samples (P < 0.001). Furthermore, plasma and blood cell mNGS identified causative pathogens in 58 and 46 cases, accounting for 53.7 % and 76.7 % of the mNGS-positive cases for each sample type, respectively (P = 0.002). By integrating results from both plasma and blood cell samples, causative pathogens were identified in 77 cases (60.2 %), enhancing sensitivity to 87.5 % but reducing specificity to 15.0 %, compared to plasma (65.9 % sensitivity and 20.0 % specificity) and blood cell samples (52.3 % sensitivity and 80.0 % specificity). Conclusions mNGS of plasma is sensitive but has a high false-positive rate, while mNGS of blood cells has low sensitivity but higher specificity.
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Affiliation(s)
- Di Wang
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Zihan Zhang
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
| | - Heping Shen
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Fenfen Jin
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Juan Liang
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Diying Shen
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Hua Song
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Jingying Zhang
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Weiqun Xu
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Yongmin Tang
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Xiaojun Xu
- Division/Center of Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
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Rutenberg D, Zhang Y, Montoya JG, Sinnott J, Contopoulos-Ioannidis DG. The Meat of the Matter. N Engl J Med 2024; 390:1612-1618. [PMID: 38692295 DOI: 10.1056/nejmcps2311297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/03/2024]
Affiliation(s)
- David Rutenberg
- From the Department of Medicine, Division of Infectious Disease and International Medicine, Morsani College of Medicine, University of South Florida (D.R., Y.Z., J.S.), and the Department of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute (Y.Z.) - both in Tampa; and the Dr. Jack S. Remington Laboratory for Specialty Diagnostics, Palo Alto Medical Foundation, Palo Alto (J.G.M., D.G.C.-I.), and the Department of Pediatrics, Division of Infectious Diseases, Stanford University School of Medicine, Stanford (D.G.C.-I.) - both in California
| | - Yumeng Zhang
- From the Department of Medicine, Division of Infectious Disease and International Medicine, Morsani College of Medicine, University of South Florida (D.R., Y.Z., J.S.), and the Department of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute (Y.Z.) - both in Tampa; and the Dr. Jack S. Remington Laboratory for Specialty Diagnostics, Palo Alto Medical Foundation, Palo Alto (J.G.M., D.G.C.-I.), and the Department of Pediatrics, Division of Infectious Diseases, Stanford University School of Medicine, Stanford (D.G.C.-I.) - both in California
| | - Jose G Montoya
- From the Department of Medicine, Division of Infectious Disease and International Medicine, Morsani College of Medicine, University of South Florida (D.R., Y.Z., J.S.), and the Department of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute (Y.Z.) - both in Tampa; and the Dr. Jack S. Remington Laboratory for Specialty Diagnostics, Palo Alto Medical Foundation, Palo Alto (J.G.M., D.G.C.-I.), and the Department of Pediatrics, Division of Infectious Diseases, Stanford University School of Medicine, Stanford (D.G.C.-I.) - both in California
| | - John Sinnott
- From the Department of Medicine, Division of Infectious Disease and International Medicine, Morsani College of Medicine, University of South Florida (D.R., Y.Z., J.S.), and the Department of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute (Y.Z.) - both in Tampa; and the Dr. Jack S. Remington Laboratory for Specialty Diagnostics, Palo Alto Medical Foundation, Palo Alto (J.G.M., D.G.C.-I.), and the Department of Pediatrics, Division of Infectious Diseases, Stanford University School of Medicine, Stanford (D.G.C.-I.) - both in California
| | - Despina G Contopoulos-Ioannidis
- From the Department of Medicine, Division of Infectious Disease and International Medicine, Morsani College of Medicine, University of South Florida (D.R., Y.Z., J.S.), and the Department of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute (Y.Z.) - both in Tampa; and the Dr. Jack S. Remington Laboratory for Specialty Diagnostics, Palo Alto Medical Foundation, Palo Alto (J.G.M., D.G.C.-I.), and the Department of Pediatrics, Division of Infectious Diseases, Stanford University School of Medicine, Stanford (D.G.C.-I.) - both in California
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Aralar A, Goshia T, Ramchandar N, Lawrence SM, Karmakar A, Sharma A, Sinha M, Pride DT, Kuo P, Lecrone K, Chiu M, Mestan KK, Sajti E, Vanderpool M, Lazar S, Crabtree M, Tesfai Y, Fraley SI. Universal Digital High-Resolution Melt Analysis for the Diagnosis of Bacteremia. J Mol Diagn 2024; 26:349-363. [PMID: 38395408 PMCID: PMC11090205 DOI: 10.1016/j.jmoldx.2024.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 01/04/2024] [Accepted: 01/30/2024] [Indexed: 02/25/2024] Open
Abstract
Fast and accurate diagnosis of bloodstream infection is necessary to inform treatment decisions for septic patients, who face hourly increases in mortality risk. Blood culture remains the gold standard test but typically requires approximately 15 hours to detect the presence of a pathogen. We, therefore, assessed the potential for universal digital high-resolution melt (U-dHRM) analysis to accomplish faster broad-based bacterial detection, load quantification, and species-level identification directly from whole blood. Analytical validation studies demonstrated strong agreement between U-dHRM load measurement and quantitative blood culture, indicating that U-dHRM detection is highly specific to intact organisms. In a pilot clinical study of 17 whole blood samples from pediatric patients undergoing simultaneous blood culture testing, U-dHRM achieved 100% concordance when compared with blood culture and 88% concordance when compared with clinical adjudication. Moreover, U-dHRM identified the causative pathogen to the species level in all cases where the organism was represented in the melt curve database. These results were achieved with a 1-mL sample input and sample-to-answer time of 6 hours. Overall, this pilot study suggests that U-dHRM may be a promising method to address the challenges of quickly and accurately diagnosing a bloodstream infection.
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Affiliation(s)
- April Aralar
- Department of Bioengineering, University of California, San Diego, La Jolla, California
| | - Tyler Goshia
- Department of Bioengineering, University of California, San Diego, La Jolla, California
| | - Nanda Ramchandar
- Department of Pediatrics, Naval Medical Center San Diego, San Diego, California; Division of Infectious Diseases, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Shelley M Lawrence
- Division of Neonatology, Department of Pediatrics, The University of Utah, Salt Lake City, Utah
| | | | | | | | - David T Pride
- Department of Pathology, University of California, San Diego, La Jolla, California
| | - Peiting Kuo
- Department of Pathology, University of California, San Diego, La Jolla, California
| | - Khrissa Lecrone
- Department of Pathology, University of California, San Diego, La Jolla, California
| | - Megan Chiu
- Department of Pathology, University of California, San Diego, La Jolla, California
| | - Karen K Mestan
- Division of Neonatology, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Eniko Sajti
- Division of Neonatology, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Michelle Vanderpool
- Department of Pathology and Laboratory Medicine, Rady Children's Hospital-San Diego, San Diego, California
| | - Sarah Lazar
- Division of Neonatology, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Melanie Crabtree
- Division of Neonatology, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Yordanos Tesfai
- Division of Neonatology, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Stephanie I Fraley
- Department of Bioengineering, University of California, San Diego, La Jolla, California.
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Gaston DC, Chiang AD, Dee K, Dulek D, Banerjee R, Humphries RM. Diagnostic Stewardship for Next-Generation Sequencing Assays in Clinical Microbiology: An Appeal for Thoughtful Collaboration. Clin Lab Med 2024; 44:63-73. [PMID: 38280798 DOI: 10.1016/j.cll.2023.10.002] [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
Next-generation sequencing (NGS)-based assays are primarily available from reference laboratories for diagnostic use. These tests can provide helpful diagnostic data but also can be overused by ordering providers not fully understanding their limitations. At present, there are few best practice guidelines for use. NGS-based assays can carry a high cost to institutions and individual patients, requiring thoughtful use through application of diagnostic stewardship principles. This article provides an overview of diagnostic stewardship approaches as applied to these assays, focusing on principles of collaboration, differential diagnosis formation, and seeking the best patient, syndrome, sample, timing, and test for improved patient care.
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Affiliation(s)
- David C Gaston
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, 1301 Medical Center Drive TVC 4519, Nashville, TN 37232, USA.
| | - Augusto Dulanto Chiang
- Division of Infectious Diseases, Vanderbilt University Medical Center, 1211 21st Avenue South, Suite 102A, Nashville, TN 37232, USA
| | - Kevin Dee
- Division of Infectious Diseases, Vanderbilt University Medical Center, 1211 21st Avenue South, Suite 102A, Nashville, TN 37232, USA
| | - Daniel Dulek
- Division of Pediatric Infectious Diseases, Vanderbilt University Medical Center, 1161 21st Avenue South, Medical Center North D7234, Nashville, TN 37232, USA
| | - Ritu Banerjee
- Division of Pediatric Infectious Diseases, Vanderbilt University Medical Center, 1161 21st Avenue, Medical Center North D7227, Nashville, TN 37232, USA
| | - Romney M Humphries
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, 1301 Medical Center Drive TVC 4519, Nashville, TN 37232, USA
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6
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Rodino KG, Simner PJ. Status check: next-generation sequencing for infectious-disease diagnostics. J Clin Invest 2024; 134:e178003. [PMID: 38357923 PMCID: PMC10866643 DOI: 10.1172/jci178003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2024] Open
Abstract
Next-generation sequencing (NGS) applications for the diagnostics of infectious diseases has demonstrated great potential with three distinct approaches: whole-genome sequencing (WGS), targeted NGS (tNGS), and metagenomic NGS (mNGS, also known as clinical metagenomics). These approaches provide several advantages over traditional microbiologic methods, though challenges still exist.
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Affiliation(s)
- Kyle G. Rodino
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Patricia J. Simner
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
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7
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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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Vinh Dong H, Saleh T, Kaur I, Yang S. Elucidating the Clinical Interpretation and Impact of a Positive Plasma Cell-Free DNA Metagenomics Test Result-A Single Center Retrospective Study. J Appl Lab Med 2024; 9:14-27. [PMID: 38167775 DOI: 10.1093/jalm/jfad083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Accepted: 09/18/2023] [Indexed: 01/05/2024]
Abstract
BACKGROUND The Karius Test (KT), a cell-free DNA metagenomic next-generation sequencing assay, has potential to improve diagnostic evaluation of infectious diseases. Published data describing clinical impact of positive KT results are limited. We attempt to elucidate the clinical interpretation and impact of positive KT results based on types and patterns of detected pathogens and patient characteristics. METHODS All positive KT results from a single institution in 2022 were screened. Patients with results that met predefined categories were included for review by a panel of 3 infectious diseases physicians and one clinical microbiologist. Predefined categories included reports with fungal, parasitic, notable bacterial, notable viral pathogens, or polybacterial results (≥3 bacteria). Polybacterial results were further classified into patterns of microbiome detected. Clinical impact and its correlation with result or patient characteristics were explored. RESULTS Ninety-two patients met the inclusion criteria, most were immunocompromised (73%). Positive KT results that met predefined categories had the following clinical impact: positive in 30.4%, negative in 2.2%, and none in 65.2%. Polybacterial results, especially interpreted as oral flora had lowest clinical impact (7.1% and 0.0%, respectively), while detection of parasites or notable bacterial pathogens had the highest clinical impact (100% and 77.8%, respectively). There was no correlation between patient characteristics and clinical impact. CONCLUSIONS Among a cohort of largely immunocompromised patients, we were able to demonstrate clinical impact of specific KT result types and patterns but did not find correlation between patient characteristics and clinical impact. Our results should be confirmed in future larger cohorts.
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Affiliation(s)
- Huan Vinh Dong
- Department of Pediatrics, Division of Pediatric Infectious Diseases, David Geffen School of Medicine, University of California Los Angles, Los Angeles, CA, United States
| | - Tawny Saleh
- Department of Pediatrics, Division of Pediatric Infectious Diseases, David Geffen School of Medicine, University of California Los Angles, Los Angeles, CA, United States
| | - Ishminder Kaur
- Department of Pediatrics, Division of Pediatric Infectious Diseases, David Geffen School of Medicine, University of California Los Angles, Los Angeles, CA, United States
| | - Shangxin Yang
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California Los Angles, Los Angeles, CA, United States
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Han D, Yu F, Zhang D, Yang Q, Shen R, Zheng S, Chen Y. Applicability of Bronchoalveolar Lavage Fluid and Plasma Metagenomic Next-Generation Sequencing Assays in the Diagnosis of Pneumonia. Open Forum Infect Dis 2024; 11:ofad631. [PMID: 38269051 PMCID: PMC10807993 DOI: 10.1093/ofid/ofad631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 12/05/2023] [Indexed: 01/26/2024] Open
Abstract
Background Metagenomic next-generation sequencing (mNGS) provides innovative solutions for predicting complex infections. A comprehensive understanding of its strengths and limitations in real-world clinical settings is necessary to ensure that it is not overused or misinterpreted. Methods Two hundred nine cases with suspected pneumonia were recruited to compare the capabilities of 2 available mNGS assays (bronchoalveolar lavage fluid [BALF] mNGS and plasma mNGS) to identify pneumonia-associated DNA/RNA pathogens and predict antibiotic resistance. Results Compared to clinical diagnosis, BALF mNGS demonstrated a high positive percent agreement (95.3%) but a low negative percent agreement (63.1%). Plasma mNGS revealed a low proportion of true negatives (30%) in predicting pulmonary infection. BALF mNGS independently diagnosed 65.6% (61/93) of coinfections and had a remarkable advantage in detecting caustic, rare, or atypical pathogens. Pathogens susceptible to invasive infection or bloodstream transmission, such as Aspergillus spp, Rhizopus spp, Chlamydia psittaci, and human herpesviruses, are prone to be detected by plasma mNGS. BALF mNGS tests provided a positive impact on the diagnosis and treatment of 128 (61.2%) patients. Plasma mNGS, on the other hand, turned out to be more suitable for diagnosing patients who received mechanical ventilation, developed severe pneumonia, or developed sepsis (all P < .01). BALF mNGS was able to identify resistance genes that matched the phenotypic resistance of 69.4% (25/36) of multidrug-resistant pathogens. Conclusions Our data reveal new insights into the advantages and disadvantages of 2 different sequencing modalities in pathogen identification and antibiotic resistance prediction for patients with suspected pneumonia.
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Affiliation(s)
- Dongsheng Han
- Department of Laboratory Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, Hangzhou, Zhejiang, China
- Institute of Laboratory Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Fei Yu
- Department of Laboratory Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, Hangzhou, Zhejiang, China
- Institute of Laboratory Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Dan Zhang
- Department of Laboratory Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, Hangzhou, Zhejiang, China
- Institute of Laboratory Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Qing Yang
- Department of Laboratory Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Ruting Shen
- Huzhou Wuxing District People’s Hospital, Clinical Laboratory, Huzhou, Zhejiang, China
| | - Shufa Zheng
- Department of Laboratory Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, Hangzhou, Zhejiang, China
- Institute of Laboratory Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Yu Chen
- Department of Laboratory Medicine, First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, Hangzhou, Zhejiang, China
- Institute of Laboratory Medicine, Zhejiang University, Hangzhou, Zhejiang, China
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10
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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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11
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Hogan CA, Miller S, Piantadosi A, Gaston DC, Simner PJ, Nash S, Babady NE. Which trial do we need? Plasma metagenomic next-generation sequencing to diagnose infections in patients with haematological malignancies and febrile neutropenia: proposal for a randomized-controlled trial. Clin Microbiol Infect 2023; 29:1474-1479. [PMID: 37244468 DOI: 10.1016/j.cmi.2023.05.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 05/18/2023] [Accepted: 05/20/2023] [Indexed: 05/29/2023]
Affiliation(s)
- Catherine A Hogan
- British Columbia Centre for Disease Control, Vancouver, British Columbia, Canada; Department of Pathology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Steve Miller
- Delve Bio, San Francisco, CA, USA; Department of Laboratory Medicine, University of California, San Francisco, CA, USA
| | - Anne Piantadosi
- Emory University Department of Medicine, Division of Infectious Diseases, Atlanta, GA, USA; Emory University Department of Pathology and Laboratory Medicine, Atlanta, GA, USA
| | - David C Gaston
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Patricia J Simner
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stephen Nash
- Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Solna, Sweden
| | - N Esther Babady
- Department of Pathology and Laboratory Medicine, Clinical Microbiology Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Medicine, Infectious Disease Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
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12
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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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13
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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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14
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Aralar A, Goshia T, Ramchandar N, Lawrence SM, Karmakar A, Sharma A, Sinha M, Pride DT, Kuo P, Lecrone K, Chiu M, Mestan K, Sajti E, Vanderpool M, Lazar S, Crabtree M, Tesfai Y, Fraley SI. Universal digital high resolution melt analysis for the diagnosis of bacteremia. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.09.07.23295215. [PMID: 37732245 PMCID: PMC10508820 DOI: 10.1101/2023.09.07.23295215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
Fast and accurate diagnosis of bloodstream infection is necessary to inform treatment decisions for septic patients, who face hourly increases in mortality risk. Blood culture remains the gold standard test but typically requires ∼15 hours to detect the presence of a pathogen. Here, we assess the potential for universal digital high-resolution melt (U-dHRM) analysis to accomplish faster broad-based bacterial detection, load quantification, and species-level identification directly from whole blood. Analytical validation studies demonstrated strong agreement between U-dHRM load measurement and quantitative blood culture, indicating that U-dHRM detection is highly specific to intact organisms. In a pilot clinical study of 21 whole blood samples from pediatric patients undergoing simultaneous blood culture testing, U-dHRM achieved 100% concordance when compared with blood culture and 90.5% concordance when compared with clinical adjudication. Moreover, U-dHRM identified the causative pathogen to the species level in all cases where the organism was represented in the melt curve database. These results were achieved with a 1 mL sample input and sample-to-answer time of 6 hrs. Overall, this pilot study suggests that U-dHRM may be a promising method to address the challenges of quickly and accurately diagnosing a bloodstream infection. Universal digital high resolution melt analysis for the diagnosis of bacteremia April Aralar, Tyler Goshia, Nanda Ramchandar, Shelley M. Lawrence, Aparajita Karmakar, Ankit Sharma, Mridu Sinha, David Pride, Peiting Kuo, Khrissa Lecrone, Megan Chiu, Karen Mestan, Eniko Sajti, Michelle Vanderpool, Sarah Lazar, Melanie Crabtree, Yordanos Tesfai, Stephanie I. Fraley.
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15
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Graf EH. We All Know Standardization Is Key, But How Do We Get There with Clinical Metagenomics? Clin Chem 2023; 69:948-950. [PMID: 37534530 DOI: 10.1093/clinchem/hvad101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 06/27/2023] [Indexed: 08/04/2023]
Affiliation(s)
- Erin H Graf
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Phoenix, AZ, United States
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16
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Park SY, Chang EJ, Ledeboer N, Messacar K, Lindner MS, Venkatasubrahmanyam S, Wilber JC, Vaughn ML, Bercovici S, Perkins BA, Nolte FS. Plasma Microbial Cell-Free DNA Sequencing from over 15,000 Patients Identified a Broad Spectrum of Pathogens. J Clin Microbiol 2023; 61:e0185522. [PMID: 37439686 PMCID: PMC10446866 DOI: 10.1128/jcm.01855-22] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 06/23/2023] [Indexed: 07/14/2023] Open
Abstract
Microbial cell-free DNA (mcfDNA) sequencing is an emerging infectious disease diagnostic tool which enables unbiased pathogen detection and quantification from plasma. The Karius Test, a commercial mcfDNA sequencing assay developed by and available since 2017 from Karius, Inc. (Redwood City, CA), detects and quantifies mcfDNA as molecules/μL in plasma. The commercial sample data and results for all tests conducted from April 2018 through mid-September 2021 were evaluated for laboratory quality metrics, reported pathogens, and data from test requisition forms. A total of 18,690 reports were generated from 15,165 patients in a hospital setting among 39 states and the District of Columbia. The median time from sample receipt to reported result was 26 h (interquartile range [IQR] 25 to 28), and 96% of samples had valid test results. Almost two-thirds (65%) of patients were adults, and 29% at the time of diagnostic testing had ICD-10 codes representing a diverse array of clinical scenarios. There were 10,752 (58%) reports that yielded at least one taxon for a total of 22,792 detections spanning 701 unique microbial taxa. The 50 most common taxa detected included 36 bacteria, 9 viruses, and 5 fungi. Opportunistic fungi (374 Aspergillus spp., 258 Pneumocystis jirovecii, 196 Mucorales, and 33 dematiaceous fungi) comprised 861 (4%) of all detections. Additional diagnostically challenging pathogens (247 zoonotic and vector-borne pathogens, 144 Mycobacterium spp., 80 Legionella spp., 78 systemic dimorphic fungi, 69 Nocardia spp., and 57 protozoan parasites) comprised 675 (3%) of all detections. This is the largest reported cohort of patients tested using plasma mcfDNA sequencing and represents the first report of a clinical grade metagenomic test performed at scale. Data reveal new insights into the breadth and complexity of potential pathogens identified.
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Affiliation(s)
| | | | | | - Kevin Messacar
- University of Colorado, Children’s Hospital Colorado, Aurora, Colorado, USA
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17
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Zhu Y, Gan M, Ge M, Dong X, Yan G, Zhou Q, Yu H, Wang X, Cao Y, Lu G, Wu B, Zhou W. Diagnostic Performance and Clinical Impact of Metagenomic Next-Generation Sequencing for Pediatric Infectious Diseases. J Clin Microbiol 2023; 61:e0011523. [PMID: 37260394 PMCID: PMC10281092 DOI: 10.1128/jcm.00115-23] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 05/12/2023] [Indexed: 06/02/2023] Open
Abstract
Metagenomic next-generation sequencing (mNGS) has shown promise in the diagnosis of infectious diseases in adults, while its efficacy in pediatric infections remains uncertain. We performed a retrospective analysis of 1,493 mNGS samples from pediatric patients with blood, central nervous system, and lower respiratory tract infections. The positive percent agreement (PPA) and the negative percent agreement (NPA) of mNGS were compared to conventional microbiological tests (CMT) based on clinical diagnosis. The agreement of mNGS compared to CMT, as well as the clinical impact of mNGS, were valuated. Using the clinical diagnosis as a reference, mNGS demonstrated a significantly higher overall PPA compared to CMT (53.1% [95% CI = 49.7 to 56.6%] versus 25.8% [95% CI = 22.8 to 28.9%]), while maintaining a comparable overall NPA (93.2% [95% CI = 91.3 to 95.1%] versus 97.2% [95% CI = 95.9 to 98.4%]). In septic patients under 6 years of age or with immunosuppressive status, mNGS showed a higher PPA and a comparable NPA compared to CMT. The overall PPA and NPA of mNGS compared to CMT were 75.3 and 75.0%, respectively. The majority of cases of Streptococcus pneumoniae, Streptococcus agalactiae, Mycobacterium tuberculosis complex, and Pneumocystis jirovecii infections were identified by mNGS. A positive clinical impact of 14.0% (206/1,473), a negative impact of 0.8% (11/1,473), a nonimpact of 84.7% (1,248/1,473), and an unknown impact of 0.5% (8/1,473) were observed in the mNGS results. Notably, the positive impact was greater among immunosuppressed patients than among nonimmunosuppressed individuals (67/247, 27.1% versus 139/1,226, 11.3%; P < 0.001). mNGS is valuable for pathogen detection, diagnosis, and clinical management of infections among pediatric patients. mNGS was thus effective for the diagnosis of pediatric infections, which may guide clinical management. Patients with immunosuppressive conditions benefited more from mNGS testing.
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Affiliation(s)
- Yunqian Zhu
- Department of Neonatology, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Mingyu Gan
- Center for Molecular Medicine, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
- Key Laboratory of Birth Defects, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Mengmeng Ge
- Department of Neonatology, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Xinran Dong
- Center for Molecular Medicine, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
- Key Laboratory of Birth Defects, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Gangfeng Yan
- Department of Critical Care Medicine, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Qinhua Zhou
- Department of Clinical Immunology, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Hui Yu
- Department of Infectious Diseases, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Xiaochuan Wang
- Department of Clinical Immunology, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Yun Cao
- Department of Neonatology, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Guoping Lu
- Department of Critical Care Medicine, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Bingbing Wu
- Center for Molecular Medicine, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
- Key Laboratory of Birth Defects, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
| | - Wenhao Zhou
- Department of Neonatology, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
- Center for Molecular Medicine, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
- Key Laboratory of Birth Defects, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
- Key Laboratory of Neonatal Diseases, Ministry of Health, Children’s Hospital of Fudan University, National Children’s Medical Center, Shanghai, People’s Republic of China
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18
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Han D, Yu F, Zhang D, Yang Q, Xie M, Yuan L, Zheng J, Wang J, Zhou J, Xiao Y, Zheng S, Chen Y. The Real-World Clinical Impact of Plasma mNGS Testing: an Observational Study. Microbiol Spectr 2023; 11:e0398322. [PMID: 36946733 PMCID: PMC10101021 DOI: 10.1128/spectrum.03983-22] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 02/27/2023] [Indexed: 03/23/2023] Open
Abstract
Plasma metagenomic next-generation sequencing (mNGS) testing is a promising diagnostic modality for infectious diseases, but its real-world clinical impact is poorly understood. We reviewed patients who had undergone plasma mNGS at a general hospital to evaluate the clinical utility of plasma mNGS testing. A total of 76.9% (113/147) of plasma mNGS tests had a positive result. A total of 196 microorganisms (58) were identified and reported, of which 75.6% (148/196) were clinically relevant. The median stringent mapped read number (SMRN) of clinically relevant organisms was 88 versus 22 for irrelevant organisms (P = 0.04). Based on the clinically adjudicated diagnosis, the positive and negative percent agreements of plasma mNGS testing for identifying a clinically defined infection were 95.2% and 67.4%, respectively. The plasma mNGS results led to a positive impact in 83 (57.1%) patients by diagnosing or ruling out infection and initiating targeted therapy. However, only 32.4% (11/34) of negative mNGS tests showed a positive impact, suggesting that plasma mNGS testing alone may not be a powerful tool to rule out infection in clinical practice. In the subset of 37 patients positive for both plasma mNGS and conventional testing, mNGS identified the pathogen(s) 2 days (IQR = 0.75 to 4.25) earlier than conventional testing. mNGS enables pathogen identification within 24 h, but given that the detection of clinically irrelevant organisms and nearly half of the tests result in no or a negative clinical impact, more clinical practice and studies are required to better understand who and when to test and how to optimally integrate mNGS into the infectious disease diagnostic workup. IMPORTANCE In this study, we show that although plasma mNGS testing significantly improved the detection rate of tested samples, nearly one in four (24.5%, 48/196) mNGS tests reported organisms were not clinically relevant, emphasizing the importance of cautious interpretation and infectious disease consultation. Moreover, based on clinical adjudication, plasma mNGS testing resulted in no or a negative impact in nearly half (43.5%, 64/147) of patients in the current study, indicating that how best to integrate this advanced method into current infectious disease diagnostic frameworks to maximize its clinical utility in real-world practice is an important question. Therefore, recommending plasma mNGS testing as a routine supplement to first-line diagnostic tests for infectious diseases faces great challenges. The decision to conduct mNGS testing should take into account the diagnostic performance, turnaround time and cost-effectiveness of mNGS, as well as the availability of conventional tests.
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Affiliation(s)
- Dongsheng Han
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
- Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, Hangzhou, Zhejiang, People's Republic of China
- Institute of Laboratory Medicine, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
| | - Fei Yu
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
- Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, Hangzhou, Zhejiang, People's Republic of China
- Institute of Laboratory Medicine, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
| | - Dan Zhang
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
- Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, Hangzhou, Zhejiang, People's Republic of China
- Institute of Laboratory Medicine, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
| | - Qing Yang
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
| | - Mengxiao Xie
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
| | - Lingjun Yuan
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
| | - Jieyuan Zheng
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
| | - Jingchao Wang
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
| | - Jieting Zhou
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
| | - Yanyan Xiao
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
| | - Shufa Zheng
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
- Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, Hangzhou, Zhejiang, People's Republic of China
- Institute of Laboratory Medicine, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
| | - Yu Chen
- Department of Laboratory Medicine, the First Affiliated Hospital, Zhejiang University school of Medicine, Hangzhou, Zhejiang, People's Republic of China
- Key Laboratory of Clinical In Vitro Diagnostic Techniques of Zhejiang Province, Hangzhou, Zhejiang, People's Republic of China
- Institute of Laboratory Medicine, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
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Multisite Metagenomic Next-Generation Sequencing Improved Diagnostic Performance for Sepsis-Associated Lymphopenia Patients. Microbiol Spectr 2022; 10:e0353222. [PMID: 36453923 PMCID: PMC9769823 DOI: 10.1128/spectrum.03532-22] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
A precise and efficient microbiological diagnosis is essential for sepsis. Metagenomic next-generation sequencing (mNGS) is a novel technique for the diagnosis of infectious diseases, but its current application in multisite sampling and interpretation remains controversial. Therefore, this study was undertaken to evaluate the reliability of multisite mNGS tests and the efficiency of plasma mNGS based on lymphocyte subset counts. A prospective observational study was performed on the intubated patients with sepsis-associated lymphopenia from January 2020 to February 2022. During the study period, data on 71 patients with sepsis-induced lymphopenia were collected. Among the 125 mNGS tests, 95 were positive for pathogens, whereas of the 166 conventional microbiological tests (CMTs), 91 were positive. The comparison showed that 38 patients (53.5%) had at least one matched pair of plasma mNGS and CMT results, while for multisite sampling, 47 patients (66.2%) had at least one. Lymphocyte subset analysis showed that T lymphocyte (577 ± 317 versus 395 ± 207, P = 0.005) and CD4+ T lymphocyte (333 ± 199 versus 230 ± 120, P = 0.009) counts were lower in the matched group. According to receiver operating characteristic (ROC) analysis, a CD4+ T lymphocyte count lower than 266 cells/mm3 was predictive of a match result. For sepsis-associated lymphopenia patients, we found that multisite mNGS tests showed a higher positivity rate. With plasma mNGS, a lower CD4+ T lymphocyte count predicted a better match result with CMT. The lymphocyte subset analysis may promote the clinical interpretation of mNGS results. IMPORTANCE This study was undertaken to evaluate the reliability of pathogenic diagnoses based on multisite mNGS detection at the clinically suspected sites and to analyze the efficiency of plasma mNGS detection based on lymphocyte subset counts in patients with sepsis-associated lymphopenia.
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Schmitz JE, Stratton CW, Persing DH, Tang YW. Forty Years of Molecular Diagnostics for Infectious Diseases. J Clin Microbiol 2022; 60:e0244621. [PMID: 35852340 PMCID: PMC9580468 DOI: 10.1128/jcm.02446-21] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Nearly 40 years have elapsed since the invention of the PCR, with its extremely sensitive and specific ability to detect nucleic acids via in vitro enzyme-mediated amplification. In turn, more than 2 years have passed since the onset of the coronavirus disease 2019 (COVID-19) pandemic, during which time molecular diagnostics for infectious diseases have assumed a larger global role than ever before. In this context, we review broadly the progression of molecular techniques in clinical microbiology, to their current prominence. Notably, these methods now entail both the detection and quantification of microbial nucleic acids, along with their sequence-based characterization. Overall, we seek to provide a combined perspective on the techniques themselves, as well as how they have come to shape health care at the intersection of technologic innovation, pathophysiologic knowledge, clinical/laboratory logistics, and even financial/regulatory factors.
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Affiliation(s)
- Jonathan E. Schmitz
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Urology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Institute for Infection, Immunology, and Inflammation, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Charles W. Stratton
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Institute for Infection, Immunology, and Inflammation, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - David H. Persing
- Medical and Scientific Affairs, Cepheid, Sunnyvale, California, USA
| | - Yi-Wei Tang
- Medical Affairs, Danaher Diagnostic Platform/Cepheid, Shanghai, China
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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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22
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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: 35] [Impact Index Per Article: 17.5] [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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23
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Wattier RL, Esbenshade AJ. From "More is Better" to "Less is More": A Commentary on Antimicrobial Use in Pediatric Oncology. J Pediatric Infect Dis Soc 2022; 11:229-238. [PMID: 35099542 DOI: 10.1093/jpids/piab111] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 12/09/2021] [Indexed: 11/14/2022]
Abstract
Reducing avoidable antimicrobial exposure to pediatric patients with cancer is achievable and necessary to promote optimal short- and long-term outcomes. Multiple evidence-based practices are already well established but should be more consistently implemented. Important opportunities exist to further improve the evidence to guide selective antimicrobial use in pediatric oncology.
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Affiliation(s)
- Rachel L Wattier
- Department of Pediatrics, Division of Infectious Diseases and Global Health, University of California San Francisco, San Francisco, California, USA
| | - Adam J Esbenshade
- Department of Pediatrics, Division of Hematology/Oncology, Vanderbilt University, Nashville, Tennessee, USA
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24
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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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25
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Brink AJ, Centner CM, Opperman S. Microbiology Assessments in Critically Ill Patients. Semin Respir Crit Care Med 2022; 43:75-96. [PMID: 35172360 DOI: 10.1055/s-0041-1741018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
The prevalence of suspected or proven infections in critically ill patients is high, with a substantial attributable risk to in-hospital mortality. Coordinated guidance and interventions to improve the appropriate microbiological assessment for diagnostic and therapeutic decisions are therefore pivotal. Conventional microbiology follows the paradigm of "best practice" of specimen selection and collection, governed by laboratory processing and standard operating procedures, and informed by the latest developments and trends. In this regard, the preanalytical phase of a microbiological diagnosis is crucial since inadequate sampling may result in the incorrect diagnosis and inappropriate management. In addition, the isolation and detection of contaminants interfere with multiple intensive care unit (ICU) processes, which confound the therapeutic approach to critically ill patients. To facilitate bedside enablement, the microbiology laboratory should provide expedited feedback, reporting, and interpretation of results. Compared with conventional microbiology, novel rapid and panel-based diagnostic strategies have the clear advantages of a rapid turnaround time, the detection of many microorganisms including antimicrobial resistant determinants and thus promise substantial improvements in health care. However, robust data on the clinical evaluation of rapid diagnostic tests in presumed sepsis, sepsis and shock are extremely limited and more rigorous intervention studies, focusing on direct benefits for critically ill patients, are pivotal before widespread adoption of their use through the continuum of ICU stay. Advocating the use of these diagnostics without firmly establishing which patients would benefit most, how to interpret the results, and how to treat according to the results obtained, could in fact be counterproductive with regards to diagnostic "best practice" and antimicrobial stewardship. Thus, for the present, they may supplement but not yet supplant conventional microbiological assessments.
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Affiliation(s)
- Adrian John Brink
- Division of Medical Microbiology, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.,National Health Laboratory Service, Groote Schuur Hospital, Cape Town, South Africa
| | - Chad M Centner
- Division of Medical Microbiology, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.,National Health Laboratory Service, Groote Schuur Hospital, Cape Town, South Africa
| | - Stefan Opperman
- Division of Medical Microbiology, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.,National Health Laboratory Service, Green Point, Cape Town, South Africa
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26
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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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27
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Handel AS, Muller WJ, Planet PJ. Metagenomic Next-Generation Sequencing (mNGS): SARS-CoV-2 as an Example of the Technology's Potential Pediatric Infectious Disease Applications. J Pediatric Infect Dis Soc 2021; 10:S69-S70. [PMID: 34951468 PMCID: PMC8755271 DOI: 10.1093/jpids/piab108] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Metagenomic next-generation sequencing (mNGS) has emerged as a potentially powerful tool in clinical diagnosis, hospital epidemiology, microbial evolutionary biology, and studies of host-pathogen interaction. The SARS-CoV-2 pandemic provides a framework for demonstrating the applications of this technology in each of these areas. In this Supplement, we review applications of mNGS within the discipline of pediatric infectious diseases.
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Affiliation(s)
- Andrew S Handel
- Department of Pediatrics, Division of Infectious Diseases, Stony Brook Children’s Hospital, Stony Brook, New York, USA,Corresponding Author:> Andrew S. Handel, MD, Department of Pediatrics, Division of Infectious Diseases, Stony Brook Children’s Hospital, 101 Nicolls Road, HSC-T11, Stony Brook, NY 11794, USA. E-mail:
| | - William J Muller
- Department of Pediatrics, Northwestern University, Chicago, Illinois, USA,Division of Pediatric Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA
| | - Paul J Planet
- Division of Pediatric Infectious Diseases, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA,Department of Pediatrics, Perelman College of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA, and ,Sackler Institute for Comparative Genomics, American Museum of Natural History, New York, New York, USA
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28
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Edward P, Handel AS. Metagenomic Next-Generation Sequencing for Infectious Disease Diagnosis: A Review of the Literature With a Focus on Pediatrics. J Pediatric Infect Dis Soc 2021; 10:S71-S77. [PMID: 34951466 DOI: 10.1093/jpids/piab104] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Metagenomic next-generation sequencing (mNGS) is a novel tool for identifying microbial DNA and/or RNA in blood and other clinical specimens. In the face of increasingly complex patients and an ever-growing list of known potential pathogens, mNGS has been proposed as a breakthrough tool for unbiased pathogen identification. Studies have begun to explore the clinical applicability of mNGS in a variety of settings, including endocarditis, pneumonia, febrile neutropenia, osteoarticular infections, and returning travelers. The real-world impact of mNGS has also been assessed through retrospective studies, documenting varying degrees of success and limitations. In this review, we will explore current highlights of the clinical mNGS literature, with a focus on pediatric data where available. We aim to provide the reader with a deeper understanding of the strengths and weaknesses of mNGS and to provide direction toward areas requiring further research.
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Affiliation(s)
- Priya Edward
- Department of Pediatrics, Division of Infectious Diseases, Lurie Children's Hospital, Chicago, Illinois, USA
| | - Andrew S Handel
- Department of Pediatrics, Division of Infectious Diseases, Stony Brook Children's Hospital, Stony Brook, New York, USA
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29
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Casto AM, Fredricks DN, Hill JA. Diagnosis of infectious diseases in immunocompromised hosts using metagenomic next generation sequencing-based diagnostics. Blood Rev 2021; 53:100906. [PMID: 34802773 DOI: 10.1016/j.blre.2021.100906] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 10/28/2021] [Accepted: 11/01/2021] [Indexed: 02/07/2023]
Abstract
The diagnosis of infectious diseases in immunocompromised hosts presents unique challenges for the clinician. Metagenomic next generation sequencing (mNGS) based diagnostics that identify microbial nucleic acids in clinical samples (mNGS for pathogen identification or mNGSpi) may be a useful tool in addressing some of these challenges. Studies of mNGSpi in immunocompromised hosts have demonstrated that these diagnostics are capable of identifying causative organisms in a subset of patients for whom conventional testing has been negative. While these studies provide proof of concept for mNGSpi utility, they have a number of limitations, which make it difficult to confidently assess test performance and clinical impact based on current data. Future studies will likely feature larger cohort sizes and controlled interventional study designs that assess the impact of mNGSpi on clinical endpoints. They will also likely include assessments of the clinical value of data generated by mNGS beyond pathogen identification.
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Affiliation(s)
- Amanda M Casto
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, United States of America; Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America.
| | - David N Fredricks
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, United States of America; Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America.
| | - Joshua A Hill
- Division of Allergy and Infectious Diseases, Department of Medicine, University of Washington, Seattle, WA, United States of America; Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States of America.
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30
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Culture independent detection systems for bloodstream infection. Clin Microbiol Infect 2021; 28:195-201. [PMID: 34687856 DOI: 10.1016/j.cmi.2021.09.039] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/30/2021] [Accepted: 09/28/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Sepsis and bloodstream infection are associated with significant morbidity and mortality, and early effective antimicrobial therapy has been demonstrated to improve patient outcomes. Traditional culture-based methods, however, have several limitations which hamper a prompt diagnosis in bloodstream infection, including long turnaround times and limited sensitivity. In the last years, advances have been made in the development of several technologies which allow the identification of pathogens and their resistance markers directly from whole blood, possibly representing promising alternatives to conventional culture methods. OBJECTIVES To review the currently commercially available emerging assays for the diagnosis of bloodstream infections directly from whole blood, including their performance and the available data about their impact on patients' outcome. SOURCES Peer-reviewed publications relevant to the topic have been searched through PubMed; manufacturers' websites have also been consulted as a data source. CONTENT We have reviewed available data about the following technologies: multiplex real-time PCR working directly from whole blood (Magicplex Sepsis Real-Time test, Seegene), PCR combined with T2 Magnetic Resonance (T2Candida and T2Bacteria panel, T2Biosystem), and metagenomics-based assays (including SepsiTest, Molzym; iDTECT Dx Blood, PathoQuest; Karius NGS plasma Test, Karius). Performance characteristics, advantages and pitfalls of each method are described, and available data about their impact on patients' clinical outcomes are discussed. IMPLICATIONS The potential of rapid diagnostic tests applied on whole blood in improving the management of patients with bloodstream infection and sepsis is high, both in terms of reducing turnaround times and improving the sensitivity of pathogen and antimicrobial resistance detection. However, overall, there is still a scarcity of data about the real-life performance of such tests, and well-designed studies are awaited for assessing the impact of these emerging technologies on patients' outcomes.
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31
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Evaluation of diagnostic performance of metagenomic next-generation sequencing when applied in patients after allogeneic hematopoietic stem cell transplant. Bone Marrow Transplant 2021; 56:2860-2861. [PMID: 34376806 DOI: 10.1038/s41409-021-01423-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 07/08/2021] [Accepted: 07/22/2021] [Indexed: 11/08/2022]
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32
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New Microbiological Techniques for the Diagnosis of Bacterial Infections and Sepsis in ICU Including Point of Care. Curr Infect Dis Rep 2021; 23:12. [PMID: 34149321 PMCID: PMC8207499 DOI: 10.1007/s11908-021-00755-0] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/31/2021] [Indexed: 12/22/2022]
Abstract
Purpose of Review The aim of this article is to review current and emerging microbiological techniques that support the rapid diagnosis of bacterial infections in critically ill patients, including their performance, strengths and pitfalls, as well as available data evaluating their clinical impact. Recent Findings Bacterial infections and sepsis are responsible for significant morbidity and mortality in patients admitted to the intensive care unit and their management is further complicated by the increase in the global burden of antimicrobial resistance. In this setting, new diagnostic methods able to overcome the limits of traditional microbiology in terms of turn-around time and accuracy are highly warranted. We discuss the following broad themes: optimisation of existing culture-based methodologies, rapid antigen detection, nucleic acid detection (including multiplex PCR assays and microarrays), sepsis biomarkers, novel methods of pathogen detection (e.g. T2 magnetic resonance) and susceptibility testing (e.g. morphokinetic cellular analysis) and the application of direct metagenomics on clinical samples. The assessment of the host response through new “omics” technologies might also aid in early diagnosis of infections, as well as define non-infectious inflammatory states. Summary Despite being a promising field, there is still scarce evidence about the real-life impact of these assays on patient management. A common finding of available studies is that the performance of rapid diagnostic strategies highly depends on whether they are integrated within active antimicrobial stewardship programs. Assessing the impact of these emerging diagnostic methods through patient-centred clinical outcomes is a complex challenge for which large and well-designed studies are awaited.
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33
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Wilke J, Ramchandar N, Cannavino C, Pong A, Tremoulet A, Padua LT, Harvey H, Foley J, Farnaes L, Coufal NG. Clinical application of cell-free next-generation sequencing for infectious diseases at a tertiary children's hospital. BMC Infect Dis 2021; 21:552. [PMID: 34112116 PMCID: PMC8192220 DOI: 10.1186/s12879-021-06292-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 06/03/2021] [Indexed: 12/21/2022] Open
Abstract
Background Children affected by infectious diseases may not always have a detectable infectious etiology. Diagnostic uncertainty can lead to prolonged hospitalizations, inappropriately broad or extended courses of antibiotics, invasive diagnostic procedures, and difficulty predicting the clinical course and outcome. Cell-free plasma next-generation sequencing (cfNGS) can identify viral, bacterial, and fungal infections by detecting pathogen DNA in peripheral blood. This testing modality offers the ability to test for many organisms at once in a shotgun metagenomic approach with a rapid turnaround time. We sought to compare the results of cfNGS to conventional diagnostic test results and describe the impact of cfNGS on clinical care in a diverse pediatric population at a large academic children’s hospital. Methods We performed a retrospective chart review of hospitalized subjects at a tertiary pediatric hospital to determine the diagnostic yield of cfNGS and its impact on clinical care. Results We describe the clinical application of results from 142 cfNGS tests in the management of 110 subjects over an 8-month study period. In comparison to conventional testing as a reference standard, cfNGS was found to have a positive percent agreement of 89.6% and negative percent agreement of 52.3%. Furthermore, 32.4% of cfNGS results were directly applied to make a clinical change in management. Conclusions We demonstrate the clinically utility of cfNGS in the management of acutely ill children. Future studies, both retrospective and prospective, are needed to clarify the optimal indications for testing. Supplementary Information The online version contains supplementary material available at 10.1186/s12879-021-06292-4.
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Affiliation(s)
- Julianne Wilke
- Department of Pediatrics, University of California, 3020 Children's Way, San Diego, CA, 92123, USA.,Department of Pediatrics, Rady Children's Hospital of San Diego, San Diego, USA
| | - Nanda Ramchandar
- Department of Pediatrics, University of California, 3020 Children's Way, San Diego, CA, 92123, USA.,Department of Pediatrics, Rady Children's Hospital of San Diego, San Diego, USA
| | - Christopher Cannavino
- Department of Pediatrics, University of California, 3020 Children's Way, San Diego, CA, 92123, USA.,Department of Pediatrics, Rady Children's Hospital of San Diego, San Diego, USA
| | - Alice Pong
- Department of Pediatrics, University of California, 3020 Children's Way, San Diego, CA, 92123, USA.,Department of Pediatrics, Rady Children's Hospital of San Diego, San Diego, USA
| | - Adriana Tremoulet
- Department of Pediatrics, University of California, 3020 Children's Way, San Diego, CA, 92123, USA.,Department of Pediatrics, Rady Children's Hospital of San Diego, San Diego, USA
| | - Leidy Tovar Padua
- Department of Pediatrics, University of California, 3020 Children's Way, San Diego, CA, 92123, USA.,Department of Pediatrics, Rady Children's Hospital of San Diego, San Diego, USA
| | - Helen Harvey
- Department of Pediatrics, University of California, 3020 Children's Way, San Diego, CA, 92123, USA.,Department of Pediatrics, Rady Children's Hospital of San Diego, San Diego, USA
| | - Jennifer Foley
- Department of Pediatrics, Rady Children's Hospital of San Diego, San Diego, USA
| | - Lauge Farnaes
- Department of Pediatrics, Rady Children's Hospital of San Diego, San Diego, USA
| | - Nicole G Coufal
- Department of Pediatrics, University of California, 3020 Children's Way, San Diego, CA, 92123, USA. .,Department of Pediatrics, Rady Children's Hospital of San Diego, San Diego, USA.
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34
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Jing C, Chen H, Liang Y, Zhong Y, Wang Q, Li L, Sun S, Guo Y, Wang R, Jiang Z, Wang H. Clinical Evaluation of an Improved Metagenomic Next-Generation Sequencing Test for the Diagnosis of Bloodstream Infections. Clin Chem 2021; 67:1133-1143. [PMID: 34060627 DOI: 10.1093/clinchem/hvab061] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 03/22/2021] [Indexed: 12/21/2022]
Abstract
BACKGROUND Metagenomic next-generation sequencing (mNGS) of plasma cell-free DNA has emerged as a promising diagnostic technology for bloodstream infections. However, a major limitation of current mNGS assays is the high rate of false-positive results due to contamination. METHODS We made novel use of 3 control groups-external negative controls under long-term surveillance, blood samples with a negative result in conventional tests, and a group of healthy people-that were combined and dedicated to distinguishing contaminants arising from specimen collection, sample processing, and human normal flora. We also proposed novel markers to filter out false-positive interspecies calls. This workflow was applied retrospectively to 209 clinical plasma samples from patients with suspected bloodstream infections. Every pathogen identified by the mNGS test was reviewed to assess the diagnostic performance of the workflow. RESULTS Our mNGS workflow showed clinical sensitivity of 87.1%, clinical specificity of 80.2%, positive predictive value of 77.9%, and negative predictive value of 88.6% compared with the composite reference standard. Notably, mNGS showed great improvement in clinical specificity compared with the current test while keeping clinical sensitivity at a high level. CONCLUSION The mNGS workflow with multiple control groups dedicated to distinguishing nonpathogen microbes from real causal pathogens has reducing false-positive results. This contribution, with its optimization of workflow and careful use of controls, can help mNGS become a powerful tool for identifying the pathogens responsible for bloodstream infections.
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Affiliation(s)
- Chendi Jing
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Hongbin Chen
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | | | | | - Qi Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | | | - Shijun Sun
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Yifan Guo
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Ruobing Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | | | - Hui Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
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