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Zhong P, Bai L, Hong M, Ouyang J, Wang R, Zhang X, Chen P. A Comprehensive Review on Circulating cfRNA in Plasma: Implications for Disease Diagnosis and Beyond. Diagnostics (Basel) 2024; 14:1045. [PMID: 38786343 PMCID: PMC11119755 DOI: 10.3390/diagnostics14101045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 05/13/2024] [Accepted: 05/15/2024] [Indexed: 05/25/2024] Open
Abstract
Circulating cfRNA in plasma has emerged as a fascinating area of research with potential applications in disease diagnosis, monitoring, and personalized medicine. Circulating RNA sequencing technology allows for the non-invasive collection of important information about the expression of target genes, eliminating the need for biopsies. This comprehensive review aims to provide a detailed overview of the current knowledge and advancements in the study of plasma cfRNA, focusing on its diverse landscape and biological functions, detection methods, its diagnostic and prognostic potential in various diseases, challenges, and future perspectives.
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Affiliation(s)
- Pengqiang Zhong
- Department of Clinical Laboratory, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Lu Bai
- Department of Clinical Laboratory, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Mengzhi Hong
- Department of Clinical Laboratory, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Juan Ouyang
- Department of Clinical Laboratory, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Ruizhi Wang
- Department of Clinical Laboratory, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Xiaoli Zhang
- Department of Pediatrics, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Peisong Chen
- Department of Clinical Laboratory, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
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Namuwulya P, Ashraf S, Niebel M, Ssekagiri A, Tushabe P, Kakooza P, Tong L, Bukenya H, Jerome H, Davis C, Birungi M, Turyahabwe I, Mugaga A, Eliku JP, Francis A, Nakabazzi L, Nsubuga F, Katushabe E, Kisakye A, Ampeire I, Nanteza A, Kaleebu P, Bakamutumaho B, Nsamba P, Kazibwe A, da Silva Filipe A, Tweyongyere R, Bwogi J, Thomson EC. Viruses associated with measles-like illnesses in Uganda. J Infect 2024; 88:106148. [PMID: 38588959 PMCID: PMC11060986 DOI: 10.1016/j.jinf.2024.106148] [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: 08/26/2023] [Revised: 03/13/2024] [Accepted: 03/25/2024] [Indexed: 04/10/2024]
Abstract
OBJECTIVES In this study, we investigated the causes of measles-like illnesses (MLI) in the Uganda national surveillance program in order to inform diagnostic assay selection and vaccination strategies. METHODS We used metagenomic next-generation sequencing (M-NGS) on the Illumina platform to identify viruses associated with MLI (defined as fever and rash in the presence of either cough, coryza or conjunctivitis) in patient samples that had tested IgM negative for measles between 2010 and 2019. RESULTS Viral genomes were identified in 87/271 (32%) of samples, of which 44/271 (16%) contained 12 known viral pathogens. Expected viruses included rubella, human parvovirus B19, Epstein Barr virus, human herpesvirus 6B, human cytomegalovirus, varicella zoster virus and measles virus (detected within the seronegative window-period of infection) and the blood-borne hepatitis B virus. We also detected Saffold virus, human parvovirus type 4, the human adenovirus C2 and vaccine-associated poliovirus type 1. CONCLUSIONS The study highlights the presence of undiagnosed viruses causing MLI in Uganda, including vaccine-preventable illnesses. NGS can be used to monitor common viral infections at a population level, especially in regions where such infections are prevalent, including low and middle income countries to guide vaccination policy and optimize diagnostic assays.
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Affiliation(s)
| | - Shirin Ashraf
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Marc Niebel
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | | | | | | | - Lily Tong
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Henry Bukenya
- Uganda Virus Research Institute (UVRI), Entebbe, Uganda
| | - Hanna Jerome
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Chris Davis
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Molly Birungi
- Uganda Virus Research Institute (UVRI), Entebbe, Uganda
| | | | - Arnold Mugaga
- Uganda Virus Research Institute (UVRI), Entebbe, Uganda
| | | | - Aine Francis
- Uganda Virus Research Institute (UVRI), Entebbe, Uganda
| | | | | | | | | | | | - Ann Nanteza
- College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | | | | | - Peninah Nsamba
- College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Anne Kazibwe
- College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | | | - Robert Tweyongyere
- College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | | | - Emma C Thomson
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK; London School of Hygiene and Tropical Medicine (LSHTM), London, UK.
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Wang X, Zhang H, Zhang N, Zhang S, Shuai Y, Miao X, Liu Y, Qiu L, Ren S, Lai S, Han Y, Yao H, Zhang X, Fan F, Sun H, Yi H. Application value of metagenomic next-generation sequencing in hematological patients with high-risk febrile neutropenia. Front Cell Infect Microbiol 2024; 14:1366908. [PMID: 38725449 PMCID: PMC11079123 DOI: 10.3389/fcimb.2024.1366908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 04/08/2024] [Indexed: 05/12/2024] Open
Abstract
Background Metagenomic next-generation sequencing (mNGS) is a novel non-invasive and comprehensive technique for etiological diagnosis of infectious diseases. However, its practical significance has been seldom reported in the context of hematological patients with high-risk febrile neutropenia, a unique patient group characterized by neutropenia and compromised immune responses. Methods This retrospective study evaluated the results of plasma cfDNA sequencing in 164 hematological patients with high-risk febrile neutropenia. We assessed the diagnostic efficacy and clinical impact of mNGS, comparing it with conventional microbiological tests. Results mNGS identified 68 different pathogens in 111 patients, whereas conventional methods detected only 17 pathogen types in 36 patients. mNGS exhibited a significantly higher positive detection rate than conventional methods (67.7% vs. 22.0%, P < 0.001). This improvement was consistent across bacterial (30.5% vs. 9.1%), fungal (19.5% vs. 4.3%), and viral (37.2% vs. 9.1%) infections (P < 0.001 for all comparisons). The anti-infective treatment strategies were adjusted for 51.2% (84/164) of the patients based on the mNGS results. Conclusions mNGS of plasma cfDNA offers substantial promise for the early detection of pathogens and the timely optimization of anti-infective therapies in hematological patients with high-risk febrile neutropenia.
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Affiliation(s)
- Xiao Wang
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Huiye Zhang
- School of Pharmacy, Chengdu Medical College, Chengdu, China
- Department of Pharmacy, Chengdu Eighth People’s Hospital, Chengdu, China
| | - Nan Zhang
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Shan Zhang
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Yanrong Shuai
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Xiaojuan Miao
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Yilan Liu
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Ling Qiu
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Shihui Ren
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Sihan Lai
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Ying Han
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Hao Yao
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Xupai Zhang
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Fangyi Fan
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Haoping Sun
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
| | - Hai Yi
- Department of Hematology, The General Hospital of Western Theater Command, Chengdu, China
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Camprubí-Ferrer D, Tomazatos A, Balerdi-Sarasola L, Cobuccio LG, Van Den Broucke S, Horváth B, Van Esbroeck M, Martinez MJ, Gandasegui J, Subirà C, Saloni M, Genton B, Bottieau E, Cadar D, Muñoz J. Assessing viral metagenomics for the diagnosis of acute undifferentiated fever in returned travellers: a multicenter cohort study. J Travel Med 2024; 31:taae029. [PMID: 38381609 DOI: 10.1093/jtm/taae029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 02/09/2024] [Accepted: 02/17/2024] [Indexed: 02/23/2024]
Abstract
BACKGROUND Up to 45% of febrile returning travellers remain undiagnosed after a thorough diagnostic work-up, even at referral centres. Although metagenomic next-generation sequencing (mNGS) has emerged as a promising tool, evidence of its usefulness in imported fever is very limited. METHODS Travellers returning with fever were prospectively recruited in three referral clinics from November 2017 to November 2019. Unbiased mNGS optimised for virus detection was performed on serum samples of participants with acute undifferentiated febrile illness (AUFI), and results were compared to those obtained by reference diagnostic methods (RDM). RESULTS Among 507 returned febrile travellers, 433(85.4%) presented with AUFI. Dengue virus (n = 86) and Plasmodium spp. (n = 83) were the most common causes of fever. 103/433(23.8%) AUFI remained undiagnosed at the end of the follow-up.Metagenomic next-generation sequencing unveiled potentially pathogenic microorganisms in 196/433(38.7%) AUFI. mNGS identifications were more common in patients with a shorter duration of fever (42.3% in ≤5 days vs 28.7% in >5 days, P = 0.005). Potential causes of fever were revealed in 25/103(24.2%) undiagnosed AUFI and 5/23(21.7%) travellers with severe undiagnosed AUFI. Missed severe aetiologies included eight bacterial identifications and one co-infection of B19 parvovirus and Aspergillus spp.Additional identifications indicating possible co-infections occurred in 29/316(9.2%) travellers with AUFI, and in 11/128(8.6%) travellers with severe AUFI, who had received a diagnosis through RDM. The most common co-infections detected in severe AUFI were caused by Gram-negative bacteria. Serum mNGS was unable to detect >50% of infectious diagnoses achieved by RDM and also yielded 607 non-pathogenic identifications. DISCUSSION mNGS of serum can be a valuable diagnostic tool for selected travellers with undiagnosed AUFI or severe disease in addition to reference diagnostic techniques, especially during the first days of symptoms. Nevertheless, mNGS results interpretation presents a great challenge. Further studies evaluating the performance of mNGS using different sample types and protocols tailored to non-viral agents are needed.
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Affiliation(s)
- Daniel Camprubí-Ferrer
- International Health Department ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona 08036, Spain
| | - Alexandru Tomazatos
- Bernhard Nocht Institute for Tropical Medicine, National Reference Centre for Tropical Infectious Diseases, Hamburg, Germany
| | - Leire Balerdi-Sarasola
- International Health Department ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona 08036, Spain
| | - Ludovico G Cobuccio
- Center for Primary Care and Public Health, University of Lausanne, Switzerland
| | | | - Balázs Horváth
- Bernhard Nocht Institute for Tropical Medicine, National Reference Centre for Tropical Infectious Diseases, Hamburg, Germany
| | - Marjan Van Esbroeck
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Miguel J Martinez
- Microbiology Department, Hospital Clínic Barcelona, Barcelona, Spain
| | - Javier Gandasegui
- International Health Department ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona 08036, Spain
| | - Carme Subirà
- International Health Department ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona 08036, Spain
| | - Meritxell Saloni
- International Health Department ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona 08036, Spain
| | - Blaise Genton
- Center for Primary Care and Public Health, University of Lausanne, Switzerland
| | - Emmanuel Bottieau
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Dániel Cadar
- Bernhard Nocht Institute for Tropical Medicine, National Reference Centre for Tropical Infectious Diseases, Hamburg, Germany
| | - Jose Muñoz
- International Health Department ISGlobal, Hospital Clínic, Universitat de Barcelona, Barcelona 08036, Spain
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Yao A, Wang J, Xu Q, Shah BK, Sun K, Hu F, Wang C, Xie S. Higher diagnostic value of metagenomic next-generation sequencing in acute infection than chronic infection: a multicenter retrospective study. Front Microbiol 2024; 15:1295184. [PMID: 38351916 PMCID: PMC10864100 DOI: 10.3389/fmicb.2024.1295184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 01/02/2024] [Indexed: 02/16/2024] Open
Abstract
Background The aim of this study is to compare the diagnostic value of metagenomic next-generation sequencing (mNGS) vs. conventional culture methods (CM) in chronic infection and acute infection. Methods We retrospectively analyzed the bronchoalveolar lavage fluid (BALF) of 88 patients with acute infection and 105 patients with chronic infection admitted to three hospitals from 2017 to 2022. Results The results showed that the sensitivity and specificity of mNGS were higher than those of CM. The number of patients who changed the antibiotic treatment in the mNGS positive group was larger than that of patients in the mNGS negative group in both the acute infection group (60.5 vs. 28.0%, P = 0.0022) and chronic infection group (46.2 vs. 22.6%, P = 0.01112). High levels of temperature (OR: 2.02, 95% CI: 1.18-3.70, P: 0.015), C-reactive protein (CRP) (OR: 15, 95% CI: 2.74-280.69, P: 0.011), neutrophil count (OR: 3.09, 95% CI: 1.19-8.43, P: 0.023), and low levels of lymphocyte count (OR: 3.43, 95% CI:1.26-10.21, P: 0.020) may lead to positive mNGS results in the acute infection group while no significant factor was identified to predict positive results in the chronic infection group. Conclusion mNGS could provide useful guidance on antibiotic strategies in infectious diseases and may be more valuable for the diagnosis and treatment of acute infection vs. chronic infection.
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Affiliation(s)
- Anjie Yao
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jiale Wang
- School of Medicine, Tongji University, Shanghai, China
| | - Qintao Xu
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
- School of Medicine, Tongji University, Shanghai, China
- College of Medicine, Jinggangshan University, Ji'an, China
| | | | - Kai Sun
- Department of Respiratory Medicine, ChongMing Branch of Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Feng Hu
- Department of Respiratory and Critical Care Medicine, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Changhui Wang
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Shuanshuan Xie
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
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Zhang H, Zhou F, Liu X, Huang J. Clinical application of metagenomic next-generation sequencing in patients with different organ system infection: A retrospective observational study. Medicine (Baltimore) 2024; 103:e36745. [PMID: 38277518 PMCID: PMC10817116 DOI: 10.1097/md.0000000000036745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 11/30/2023] [Indexed: 01/28/2024] Open
Abstract
Microbiological identification is essential for appropriate treatment, but conventional methods are time-consuming and have a low sensitivity. In contrast, metagenomic next-generation sequencing (mNGS) is a culture-free and hypothesis-free technique that can detect a wide array of potential pathogens. This study aimed to reveal the overall diagnostic value of mNGS for infectious diseases of different organ systems and compare the sensitivity and specificity of mNGS with conventional methods. In a retrospective cohort study, 94 patients with mNGS results were enrolled, and clinical data were recorded and analyzed to compare the positive rate of mNGS with traditional methods including as smears, serological tests, and traditional PCR, etc. In this study, mNGS and culture were both positive in 12.77% cases and were both negative in 23.4% cases. There were positive results in 56 cases (54.26%) only by mNGS and 4 cases (4.26%) were positive only by culture. There were significant differences in sensitivity of pathogen detection between of ID and NID group for mNGS (χ2 = 10.461, P = .001)and conventional methods(χ2 = 7.963, P = .005). The positive predictive values and negative predictive values of diagnosing infectious disease by mNGS were 94.12% and 30.77%, respectively. mNGS increased the sensitivity rate by approximately 53.66% compared with that of culture (78.05% vs24.39%; χ2 = 47.248, P < .001) and decreased the specificity rate by 12.5% compared with that of culture (66.67% vs 100.0%; χ2 = 4.8, P = .028). mNGS can identify emerging or rare pathogen and further guide treatment regimens. mNGS has advantages in identifying overall pathogens and bacteria, however, there was no obvious advantage in identifying fungi, virus and tuberculosis. mNGS has higher specificity than conventional methods in identifying pathogens and advantages in detecting emerging or rare pathogens.
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Affiliation(s)
- Haiyan Zhang
- Department of General Practice, The Third Affiliated Hospital of Sun Yat-Sen University Lingnan Hospital, Guangzhou, Guangdong Province, People’s Republic of China
| | - Fengli Zhou
- Department of General Practice, The Third Affiliated Hospital of Sun Yat-Sen University Lingnan Hospital, Guangzhou, Guangdong Province, People’s Republic of China
| | - Xiaoyun Liu
- Department of General Practice, The Third Affiliated Hospital of Sun Yat-Sen University Lingnan Hospital, Guangzhou, Guangdong Province, People’s Republic of China
| | - Jiabao Huang
- Department of General Practice, The Third Affiliated Hospital of Sun Yat-Sen University Lingnan Hospital, Guangzhou, Guangdong Province, People’s Republic of China
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Feng S, Rao G, Wei X, Fu R, Hou M, Song Y, Xu C, Han P, Gong B, Chen X, Wang Y, Dong X, Jiang Z, Wang J. Clinical metagenomic sequencing of plasma microbial cell-free DNA for febrile neutropenia in patients with acute leukaemia. Clin Microbiol Infect 2024; 30:107-113. [PMID: 37271194 DOI: 10.1016/j.cmi.2023.05.034] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 05/28/2023] [Accepted: 05/30/2023] [Indexed: 06/06/2023]
Abstract
OBJECTIVES To evaluate the diagnostic performance and clinical impact of metagenomic next-generation sequencing (mNGS) of plasma microbial cell-free DNA (mcfDNA) in febrile neutropenia (FN). METHODS In a 1-year, multicentre, prospective study, we enrolled 442 adult patients with acute leukaemia with FN and investigated the usefulness of mNGS of plasma mcfDNA for identification of infectious pathogens. The results of mNGS were available to clinicians in real time. The performance of mNGS testing was evaluated in comparison with blood culture (BC) and a composite standard that incorporated standard microbiological testing and clinical adjudication. RESULTS In comparison with BC, the positive and negative agreements of mNGS were 81.91% (77 of 94) and 60.92% (212 of 348), respectively. By clinical adjudication, mNGS results were categorized by infectious diseases specialists as definite (n = 76), probable (n = 116), possible (n = 26), unlikely (n = 7), and false negative (n = 5). In 225 mNGS-positive cases, 81 patients (36%) underwent antimicrobials adjustment, resulting in positive impact on 79 patients and negative impact on two patients (antibiotics overuse). Further analysis indicated that mNGS was less affected by prior antibiotics exposure than BC. DISCUSSION Our results indicate that mNGS of plasma mcfDNA increased the detection of clinically significant pathogens and enabled early optimization of antimicrobial therapy in patients with acute leukaemia with FN.
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Affiliation(s)
- Sizhou Feng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Guanhua Rao
- Department of Medicine, Genskey Medical Technology Co, Ltd, Beijing, China
| | - Xudong Wei
- Department of Hematology, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Rong Fu
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, China
| | - Ming Hou
- Shandong Provincial Key Laboratory of Immunohematology, Department of Hematology, Qilu Hospital of Shandong University, Shandong University, Jinan, China
| | - Yongping Song
- Department of Hematology, The Affiliated Cancer Hospital of Zhengzhou University and Henan Cancer Hospital, Zhengzhou, China
| | - Chunhui Xu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Peng Han
- Department of Medicine, Genskey Medical Technology Co, Ltd, Beijing, China
| | - Benfa Gong
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Xin Chen
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Yihao Wang
- Department of Hematology, Tianjin Medical University General Hospital, Tianjin, China
| | - Xiaoyuan Dong
- Shandong Provincial Key Laboratory of Immunohematology, Department of Hematology, Qilu Hospital of Shandong University, Shandong University, Jinan, China
| | - Zhi Jiang
- Department of Medicine, Genskey Medical Technology Co, Ltd, Beijing, China
| | - Jianxiang Wang
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China.
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Zhang S, Ou J, Tan Y, Yang B, Wu Y, Liu L. Metagenomic next-generation sequencing for pulmonary infections diagnosis in patients with diabetes. BMC Pulm Med 2023; 23:142. [PMID: 37106322 PMCID: PMC10141947 DOI: 10.1186/s12890-023-02441-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 04/17/2023] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND Diabetes mellitus is a major cause of high mortality and poor prognosis in patients with pulmonary infections. However, limited data on the application of metagenomic next-generation sequencing (mNGS) are available for diabetic patients. This study aimed to evaluate the diagnostic performance of mNGS in diabetic patients with pulmonary infections. METHODS We retrospectively reviewed 184 hospitalized patients with pulmonary infections at Guizhou Provincial People's Hospital between January 2020 to October 2021. All patients were subjected to both mNGS analysis of bronchoalveolar lavage fluid (BALF) and conventional testing. Positive rate by mNGS and the consistency between mNGS and conventional testing results were evaluated for diabetic and non-diabetic patients. RESULTS A total of 184 patients with pulmonary infections were enrolled, including 43 diabetic patients and 141 non-diabetic patients. For diabetic patients, the microbial positive rate by mNGS was significantly higher than that detected by conventional testing methods, primarily driven by bacterial detection (microbes: 95.3% vs. 67.4%, P = 0.001; bacteria: 72.1% vs. 37.2%, P = 0.001). mNGS and traditional tests had similar positive rates with regard to fungal and viral detection in diabetic patients. Klebsiella pneumoniae was the most common pathogen identified by mNGS in patients with diabetes. Moreover, mNGS identified pathogens in 92.9% (13/14) of diabetic patients who were reported negative by conventional testing. No significant difference was found in the consistency of the two tests between diabetic and non-diabetic groups. CONCLUSIONS mNGS is superior to conventional microbiological tests for bacterial detection in diabetic patients with pulmonary infections. mNGS is a valuable tool for etiological diagnosis of pulmonary infections in diabetic patients.
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Affiliation(s)
- Siqin Zhang
- Department of Endocrinology and Metabolism, Guizhou Provincial People's Hospital, Guiyang, Guizhou, 550002, China
| | - Jing Ou
- School of Medicine, Zunyi Medical University, Zunyi, Guizhou, 563000, China
| | - Yuxue Tan
- School of Medicine, Zunyi Medical University, Zunyi, Guizhou, 563000, China
| | - Bin Yang
- Department of Central Laboratory, Guizhou Provincial People's Hospital, Guiyang, Guizhou, 550002, China
| | - Yaoyao Wu
- Department of Respiratory and Critical Medicine, Guizhou Provincial People's Hospital, No. 83, Zhongshan East Road, Guiyang, Guizhou, 550002, China
| | - Lin Liu
- Department of Respiratory and Critical Medicine, Guizhou Provincial People's Hospital, No. 83, Zhongshan East Road, Guiyang, Guizhou, 550002, China.
- NHC Key Laboratory of Pulmonary Immunological Diseases (Guizhou Provincial People's Hospital), Guiyang, Guizhou, 550002, China.
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Li H, Ge T, Huang M, Zhang W, Li Z, Xiao M, Gao L. Application of metagenomic next-generation sequencing in bloodstream infection regarding immunosuppression. J Infect 2023; 86:508-512. [PMID: 36775248 DOI: 10.1016/j.jinf.2023.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Accepted: 02/06/2023] [Indexed: 02/12/2023]
Affiliation(s)
- Hao Li
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie-Fang Avenue, Wuhan, Hubei 430030, PR China; Immunotherapy Research Center for Hematologic Diseases of Hubei Province, 1095 Jie-Fang Avenue, Wuhan, Hubei 430030, PR China
| | - Tong Ge
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie-Fang Avenue, Wuhan, Hubei 430030, PR China; Immunotherapy Research Center for Hematologic Diseases of Hubei Province, 1095 Jie-Fang Avenue, Wuhan, Hubei 430030, PR China
| | - Meijuan Huang
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie-Fang Avenue, Wuhan, Hubei 430030, PR China; Immunotherapy Research Center for Hematologic Diseases of Hubei Province, 1095 Jie-Fang Avenue, Wuhan, Hubei 430030, PR China
| | - Wenqian Zhang
- BGI Genomics, BGI-Shenzhen, Shenzhen, Guangdong 518083, PR China; BGI-Wuhan Clinical Laboratories, BGI-Shenzhen, Wuhan, Hubei 430074, PR China
| | - Zewei Li
- Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, PR China
| | - Min Xiao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie-Fang Avenue, Wuhan, Hubei 430030, PR China; Immunotherapy Research Center for Hematologic Diseases of Hubei Province, 1095 Jie-Fang Avenue, Wuhan, Hubei 430030, PR China
| | - Lili Gao
- Department of Hematology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jie-Fang Avenue, Wuhan, Hubei 430030, PR China; Immunotherapy Research Center for Hematologic Diseases of Hubei Province, 1095 Jie-Fang Avenue, Wuhan, Hubei 430030, PR China.
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10
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Huggins LG, Koehler AV, Gasser RB, Traub RJ. Advanced approaches for the diagnosis and chemoprevention of canine vector-borne pathogens and parasites-Implications for the Asia-Pacific region and beyond. ADVANCES IN PARASITOLOGY 2023; 120:1-85. [PMID: 36948727 DOI: 10.1016/bs.apar.2022.12.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Vector-borne pathogens (VBPs) of canines are a diverse range of infectious agents, including viruses, bacteria, protozoa and multicellular parasites, that are pernicious and potentially lethal to their hosts. Dogs across the globe are afflicted by canine VBPs, but the range of different ectoparasites and the VBPs that they transmit predominate in tropical regions. Countries within the Asia-Pacific have had limited prior research dedicated to exploring the epidemiology of canine VBPs, whilst the few studies that have been conducted show VBP prevalence to be high, with significant impacts on dog health. Moreover, such impacts are not restricted to dogs, as some canine VBPs are zoonotic. We reviewed the status of canine VBPs in the Asia-Pacific, with particular focus on nations in the tropics, whilst also investigating the history of VBP diagnosis and examining recent progress in the field, including advanced molecular methods, such as next-generation sequencing (NGS). These tools are rapidly changing the way parasites are detected and discovered, demonstrating a sensitivity equal to, or exceeding that of, conventional molecular diagnostics. We also provide a background to the armoury of chemopreventive products available for protecting dogs from VBP. Here, field-based research within high VBP pressure environments has underscored the importance of ectoparasiticide mode of action on their overall efficacy. The future of canine VBP diagnosis and prevention at a global level is also explored, highlighting how evolving portable sequencing technologies may permit diagnosis at point-of-care, whilst further research into chemopreventives will be essential if VBP transmission is to be effectively controlled.
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Affiliation(s)
- Lucas G Huggins
- Faculty of Veterinary and Agricultural Sciences, Melbourne Veterinary School, The University of Melbourne, Parkville, VIC, Australia.
| | - Anson V Koehler
- Faculty of Veterinary and Agricultural Sciences, Melbourne Veterinary School, The University of Melbourne, Parkville, VIC, Australia
| | - Robin B Gasser
- Faculty of Veterinary and Agricultural Sciences, Melbourne Veterinary School, The University of Melbourne, Parkville, VIC, Australia
| | - Rebecca J Traub
- Faculty of Veterinary and Agricultural Sciences, Melbourne Veterinary School, The University of Melbourne, Parkville, VIC, Australia
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11
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Atim SA, Niebel M, Ashraf S, Vudriko P, Odongo S, Balinandi S, Aber P, Bameka R, Ademun AR, Masembe C, Tweyongyere R, Thomson EC. Prevalence of Crimean-Congo haemorrhagic fever in livestock following a confirmed human case in Lyantonde district, Uganda. Parasit Vectors 2023; 16:7. [PMID: 36611216 PMCID: PMC9824997 DOI: 10.1186/s13071-022-05588-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 11/13/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Crimean-Congo haemorrhagic fever (CCHF) is a tick-borne viral infection, characterized by haemorrhagic fever in humans and transient asymptomatic infection in animals. It is an emerging human health threat causing sporadic outbreaks in Uganda. We conducted a detailed outbreak investigation in the animal population following the death from CCHF of a 42-year-old male cattle trader in Lyantonde district, Uganda. This was to ascertain the extent of CCHF virus (CCHFV) circulation among cattle and goats and to identify affected farms and ongoing increased environmental risk for future human infections. METHODS We collected blood and tick samples from 117 cattle and 93 goats, and tested these for anti-CCHFV antibodies and antigen using an enzyme-linked immunosorbent assay (ELISA), quantitative reverse transcriptase polymerase chain reaction (qRT-PCR) and target enrichment next generation sequencing. RESULTS CCHFV-specific IgG antibodies were detected in 110/117 (94.0%) cattle and 83/93 (89.3%) goats. Animal seropositivity was independently associated with female animals (AOR = 9.42, P = 0.002), and animals reared under a pastoral animal production system (AOR = 6.02, P = 0.019] were more likely to be seropositive than tethered or communally grazed animals. CCHFV was detected by sequencing in Rhipicephalus appendiculatus ticks but not in domestic animals. CONCLUSION This investigation demonstrated very high seroprevalence of CCHFV antibodies in both cattle and goats in farms associated with a human case of CCHF in Lyantonde. Therefore, building surveillance programs for CCHF around farms in this area and the Ugandan cattle corridor is indicated, in order to identify opportunities for case prevention and control.
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Affiliation(s)
- Stella A Atim
- College of Veterinary Medicine, Animal Resources and Biosecurity (CoVAB), Makerere University, Kampala, Uganda
- Centre of Virus Research (CVR), University of Glasgow, Glasgow, UK
- Ministry of Agriculture, Animal Industry and Fisheries, Entebbe, Uganda
| | - Marc Niebel
- Centre of Virus Research (CVR), University of Glasgow, Glasgow, UK
| | - Shirin Ashraf
- Centre of Virus Research (CVR), University of Glasgow, Glasgow, UK
| | - Patrick Vudriko
- College of Veterinary Medicine, Animal Resources and Biosecurity (CoVAB), Makerere University, Kampala, Uganda
| | - Steven Odongo
- College of Veterinary Medicine, Animal Resources and Biosecurity (CoVAB), Makerere University, Kampala, Uganda
| | - Stephen Balinandi
- Department of Emerging, Re-Emerging and Arbovirus Infections, Uganda Virus Research Institute, Entebbe, Uganda
| | - Peace Aber
- Case Western Research Collaboration, Makerere University, Kampala, Uganda
| | - Ronald Bameka
- Lyantonde District Local Government, Lyantonde, Uganda
| | - Anna R Ademun
- Ministry of Agriculture, Animal Industry and Fisheries, Entebbe, Uganda
| | - Charles Masembe
- College of Natural Resources (CoNAS), Makerere University, Kampala, Uganda
| | - Robert Tweyongyere
- College of Veterinary Medicine, Animal Resources and Biosecurity (CoVAB), Makerere University, Kampala, Uganda
| | - Emma C Thomson
- Centre of Virus Research (CVR), University of Glasgow, Glasgow, UK.
- MRC-University of Glasgow Centre for Virus Research, Stoker Building, 464 Bearsden Road, Glasgow, G61 1QH, UK.
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12
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Han S, Zhao Z, Yang L, Huang J, Wang Y, Feng J. The performance of metagenomic next-generation sequencing in diagnosing pulmonary infectious diseases using authentic clinical specimens: The Illumina platform versus the Beijing Genomics Institute platform. Front Pharmacol 2023; 14:1164633. [PMID: 37138853 PMCID: PMC10149716 DOI: 10.3389/fphar.2023.1164633] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 04/03/2023] [Indexed: 05/05/2023] Open
Abstract
Introduction: Metagenomic next-generation sequencing (mNGS) has been increasingly used to detect infectious organisms and is rapidly moving from research to clinical laboratories. Presently, mNGS platforms mainly include those from Illumina and the Beijing Genomics Institute (BGI). Previous studies have reported that various sequencing platforms have similar sensitivity in detecting the reference panel that mimics clinical specimens. However, whether the Illumina and BGI platforms provide the same diagnostic performance using authentic clinical samples remains unclear. Methods: In this prospective study, we compared the performance of the Illumina and BGI platforms in detecting pulmonary pathogens. Forty-six patients with suspected pulmonary infection were enrolled in the final analysis. All patients received bronchoscopy, and the specimens collected were sent for mNGS on the two different sequencing platforms. Results: The diagnostic sensitivity of the Illumina and BGI platforms was notably higher than that of conventional examination (76.9% vs. 38.5%, p < 0.001; 82.1% vs. 38.5%, p < 0.001; respectively). The sensitivity and specificity for pulmonary infection diagnosis were not significantly different between the Illumina and BGI platforms. Furthermore, the pathogenic detection rate of the two platforms were not significantly different. Conclusion: The Illumina and BGI platforms exhibited similar diagnostic performance for pulmonary infectious diseases using clinical specimens, and both are superior to conventional examinations.
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Affiliation(s)
| | | | | | | | - Yubao Wang
- *Correspondence: Yubao Wang, , Jing Feng,
| | - Jing Feng
- *Correspondence: Yubao Wang, , Jing Feng,
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13
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Liu L, Yuan M, Sun S, Wang J, Shi Y, Yu Y, Su X. The Performance of Metagenomic Next-Generation Sequence in the Diagnosis of Suspected Opportunistic Infections in Patients with Acquired Immunodeficiency Syndrome. Infect Drug Resist 2022; 15:5645-5653. [PMID: 36187731 PMCID: PMC9518679 DOI: 10.2147/idr.s378249] [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: 06/12/2022] [Accepted: 08/29/2022] [Indexed: 11/23/2022] Open
Abstract
Background For acquired immunodeficiency syndrome (AIDS) patients with suspected opportunistic infections, the rapid and accurate identification of pathogens remains a challenge. Metagenomic next-generation sequencing (mNGS) has emerged as a pan-pathogen assay for infectious diseases diagnosis, but its guiding significance for diagnosis and antimicrobials treatment in AIDS patients with suspected opportunistic infections is still not well established. In this study, we compared the microbiological diagnostic value of mNGS with that of conventional microbiological tests (CMTs) in AIDS patients with suspected opportunistic infections. Methods From January 2018 to February 2021, a retrospective study was performed at four tertiary teaching hospitals in China and data of 86 AIDS patients with suspected opportunistic infections were collected. The pathogen detection performance of mNGS and CMTs were compared. Results Positive agreement between mNGS and clinical diagnosis was significantly higher than that of CMTs (65/86 (75.6%) vs 37/86 (43.0%)). In addition, mNGS identified more bacterial (25 vs 2), fungal (5 vs 3), viral (9 vs 2) organisms compared with CMTs. Mixed infection were detected in 34 patients by mNGS combined with CMTs. Viruses (94.1%, 32/34) and fungi (94.1%, 32/34) were commonly seen in the mixed infection cases. mNGS helped identify the pathogen or guide appropriate treatment in 49/86 (57%) patients. Meanwhile, CMTs also contributed in the decision of appropriate treatment in 28 patients. The successful de-escalation or discontinuation of treatment was supported in 37 patients with the help of mNGS. We observed a significant reduction in the number of patients being prescribed foscarnet (52.3% vs 23.26%, p < 0.001), moxifloxacin (34.9% vs 10.5%, p = 0.005), and levofloxacin (32.6% vs 14%, p = 0.001) before and after mNGS. Conclusion For AIDS patients with suspected opportunistic infections, mNGS can provide early, noninvasive, and rapid microbiological diagnosis. mNGS may lead to a more precise antimicrobial treatment and reduced the unreasonable use of antimicrobials.
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Affiliation(s)
- Li Liu
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, People’s Republic of China
- Department of Infectious Disease, Hunan Provincial People’s Hospital (The First Affiliated Hospital of Hunan Normal University), Changsha, Hunan Province, People’s Republic of China
| | - Mingjuan Yuan
- Department of Infectious Disease, The Central Hospital of Yueyang, Yueyang, Hunan Province, People’s Republic of China
| | - Siqing Sun
- Department of General Medicine, The Second Hospital of Nanjing, Nanjing Hospital of Nanjing University of Chinese Medicine, Nanjing, People’s Republic of China
| | - Jinrong Wang
- Department of Respiratory and Critical Care Medicine, Hengshui People’s hospital, Hengshui, Hebei Province, People’s Republic of China
| | - Yi Shi
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Medical School of Nanjing University, Nanjing, People’s Republic of China
| | - Yamin Yu
- Department of Nephrology, Ningxiang People’s Hospital, Changsha, Hunan Province, People’s Republic of China
| | - Xin Su
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, The First School of Clinical Medicine, Southern Medical University, Nanjing, People’s Republic of China
- Department of Respiratory and Critical Care Medicine, Jinling Hospital, Medical School of Nanjing University, Nanjing, People’s Republic of China
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14
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Sun Q, Li L, Zhou H, Wu Y, Gao Y, Wu B, Qiu Y, Zhou Z, Song Q, Zhao J, Wu P. The detection of urinary viruses is associated with aggravated symptoms and altered bacteriome in female with overactive bladder. Front Microbiol 2022; 13:984234. [PMID: 36212847 PMCID: PMC9537457 DOI: 10.3389/fmicb.2022.984234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 08/11/2022] [Indexed: 11/15/2022] Open
Abstract
Although it is known that changes in bacterial components of the urinary microbiome are associated with overactive bladder (OAB), the specific role of viruses is still insufficiently investigated. The aim of the present study is to evaluate the role of urinary viruses in woman with OAB, and analyze the potential relationship between viruses, bacteria and disease. Catheterized urine samples were collected from 55 women with OAB and 18 control individuals. OAB patients fulfilling the following criteria were considered eligible for this study: female, 18 years of age or older; presented with classic OAB symptoms defined by the International Continence Society; and OAB Symptom Score (OABSS) total score ≥ 3 points and question 3 (urgency) score ≥ 2 points. Based on results of metagenomic next-generation sequencing (mNGS), all participants were divided into virus-infected and virus-uninfected groups for analysis. The results of mNGS showed that the diversity of the OAB group was lower than that of the control group when focused on bacterial sequences, which was consistent with our previous study. According to the questionnaire filled out by the patients, OABSS and 8-item OAB questionnaire, female OAB patients who had viruses detected in their urine had more severe symptoms. In parallel, John Cunningham virus (mainly subtype 7 and subtype 2) was the most frequently detected virus in urine. Correlation analysis indicated that risk factors for virus infection in OAB patients include age, habit of holding urine and pelvic surgery history. Given our preliminary data, viral infection can aggravate OAB severity and affect the composition of bacterial. Further research is required to explain how viral infections can aggravate OAB patient symptoms and cause bacterial changes.
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Affiliation(s)
- Qi Sun
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Leqian Li
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Hao Zhou
- Department of Hospital Infection Management, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Ying Wu
- School of Public Health, Southern Medical University, Guangzhou, China
| | - Yubo Gao
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Bingyi Wu
- Medical Research Center, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Yifeng Qiu
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Zhipeng Zhou
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Qixiang Song
- Department of Urology, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Qixiang Song,
| | - Jie Zhao
- School of Pharmaceutical Sciences, Southern Medical University, Guangzhou, China
- Jie Zhao,
| | - Peng Wu
- Department of Urology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- *Correspondence: Peng Wu,
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15
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Metagenomic Sequencing for the Diagnosis of Plasmodium spp. with Different Levels of Parasitemia in EDTA Blood of Malaria Patients—A Proof-of-Principle Assessment. Int J Mol Sci 2022; 23:ijms231911150. [PMID: 36232449 PMCID: PMC9569645 DOI: 10.3390/ijms231911150] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Revised: 09/17/2022] [Accepted: 09/20/2022] [Indexed: 11/17/2022] Open
Abstract
Molecular diagnostic approaches are increasingly included in the diagnostic workup and even in the primary diagnosis of malaria in non-endemic settings, where it is difficult to maintain skillful microscopic malaria detection due to the rarity of the disease. Pathogen-specific nucleic acid amplification, however, bears the risk of overlooking other pathogens associated with febrile illness in returnees from the tropics. Here, we assessed the discriminatory potential of metagenomic sequencing for the identification of different Plasmodium species with various parasitemia in EDTA blood of malaria patients. Overall, the proportion of Plasmodium spp.-specific sequence reads in the assessed samples showed a robust positive correlation with parasitemia (Spearman r = 0.7307, p = 0.0001) and a robust negative correlation with cycle threshold (Ct) values of genus-specific real-time PCR (Spearman r = −0.8626, p ≤ 0.0001). Depending on the applied bioinformatic algorithm, discrimination on species level was successful in 50% (11/22) to 63.6% (14/22) instances. Limiting factors for the discrimination on species level were very low parasitemia, species-depending lacking availability of reliable reference genomes, and mixed infections with high variance of the proportion of the infecting species. In summary, metagenomic sequencing as performed in this study is suitable for the detection of malaria in human blood samples, but the diagnostic detection limit for a reliable discrimination on species level remains higher than for competing diagnostic approaches like microscopy and PCR.
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16
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Zhang Q, Liu X, Liu Y, Wang H, Zhao R, Lv X, Wei X, Zhou K. Nasal and cutaneous mucormycosis in two patients with lymphoma after chemotherapy and target therapy: Early detection by metagenomic next-generation sequencing. Front Cell Infect Microbiol 2022; 12:960766. [PMID: 36189372 PMCID: PMC9524479 DOI: 10.3389/fcimb.2022.960766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 08/25/2022] [Indexed: 11/25/2022] Open
Abstract
Mucormycosis is a conditionally pathogenic fungal disease with high morbidity that mainly affects patients with decreased immunity. Diagnosis relies on the histopathological examination of microorganisms with the typical structure of mucormycetes in tissues and subsequent confirmation via culture. Early detection of causative microorganisms is critical to rapidly administer appropriately targeted antibiotics. Metagenomic next-generation sequencing (mNGS) is an innovative and sensitive technique used to identify pathogenic strains. Here we used mNGS to timely diagnose an infection with Lichtheimia ramosa and Mucor irregularis in two patients with hematologic malignancies; the infections manifested as nasal and cutaneous infections and developed after chemotherapy and small molecule targeted therapy. Following treatment with amphotericin B cholesteryl sulfate complex, the symptoms were reduced significantly, and both patients obtained successful outcomes. Additionally, we searched and summarized the current medical literature on the successful diagnosis of mucormycosis using mNGS. These cases indicated that mNGS, a novel culture-independent method, is capable of rapid, sensitive, and accurate identification of pathogens. mNGS may be a complementary method for the early identification of mucormycosis, allowing for appropriate and timely antibiotic administration and thus improving patient outcomes.
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17
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Dong Y, Gao Y, Chai Y, Shou S. Use of Quantitative Metagenomics Next-Generation Sequencing to Confirm Fever of Unknown Origin and Infectious Disease. Front Microbiol 2022; 13:931058. [PMID: 35859749 PMCID: PMC9289621 DOI: 10.3389/fmicb.2022.931058] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 06/15/2022] [Indexed: 11/13/2022] Open
Abstract
A body temperature >38.3°C that lasts ≥3 weeks and lacks a clear diagnosis after 1 week of standard hospital examination and treatment is called "fever of unknown origin" (FUO). The main causes of FUO are infections, hematological diseases, autoimmune diseases, and other non-infectious inflammatory diseases. In recent years, quantitative metagenomics next-generation sequencing (Q-mNGS) has been used widely to detect pathogenic microorganisms, especially in the contribution of rare or new (e.g., severe acute respiratory syndrome-coronavirus-2) pathogens. This review addresses the undetermined cause of fever and its evaluation by Q-mNGS.
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Affiliation(s)
- Yuxin Dong
- Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin, China
| | - Yulei Gao
- Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin, China
| | - Yanfen Chai
- Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin, China
| | - Songtao Shou
- Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin, China
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Shukla SK, Patra S, Das TR, Kumar D, Mishra A, Tiwari A. Progress in COVID research and developments during pandemic. VIEW 2022; 3:20210020. [PMID: 35941909 PMCID: PMC9350081 DOI: 10.1002/viw.20210020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 04/09/2022] [Accepted: 06/14/2022] [Indexed: 11/25/2022] Open
Abstract
The pandemic respiratory disease COVID-19 has spread over the globe within a small span of time. Generally, there are two important points are being highlighted and considered towards the successful diagnosis and treatment process. The first point includes the reduction of the rate of infections and the next one is the decrease of the death rate. The major threat to public health globally progresses due to the absence of effective medication and widely accepted immunization for the COVID-19. Whereas, understanding of host susceptibility, clinical features, adaptation of COVID-19 to new environments, asymptomatic infection is difficult and challenging. Therefore, a rapid and an exact determination of pathogenic viruses play an important role in deciding treatments and preventing pandemic to save the people's lives. It is urgent to fix a standardized diagnostic approach for detecting the COVID-19. Here, this systematic review describes all the current approaches using for screening and diagnosing the COVID-19 infectious patient. The renaissance in pathogen due to host adaptability and new region, facing creates several obstacles in diagnosis, drug, and vaccine development process. The study shows that adaptation of accurate and affordable diagnostic tools based on candidate biomarkers using sensor and digital medicine technology can deliver effective diagnosis services at the mass level. Better prospects of public health management rely on diagnosis with high specificity and cost-effective manner along with multidisciplinary research, specific policy, and technology adaptation. The proposed healthcare model with defined road map represents effective prognosis system.
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Affiliation(s)
- Sudheesh K. Shukla
- Institute of Advanced MaterialsIAAMGammalkilsvägen 18Ulrika59053Sweden
- VBRI Innovation Centre7/16 Kalkaji ExtnNew Delhi110019India
| | - Santanu Patra
- Institute of Advanced MaterialsIAAMGammalkilsvägen 18Ulrika59053Sweden
- VBRI Innovation Centre7/16 Kalkaji ExtnNew Delhi110019India
| | - Trupti R. Das
- CIPET, Institute of Petrochemicals Technology (IPT)‐BhubaneswarPatiaBhubaneswarIndia
| | - Dharmesh Kumar
- VBRI Innovation Centre7/16 Kalkaji ExtnNew Delhi110019India
| | - Anshuman Mishra
- Institute of Advanced MaterialsIAAMGammalkilsvägen 18Ulrika59053Sweden
| | - Ashutosh Tiwari
- Institute of Advanced MaterialsIAAMGammalkilsvägen 18Ulrika59053Sweden
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19
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Tian X, Duan W, Zhang X, Wu X, Zhang C, Wang Z, Cao G, Gu Y, Shao F, Yan T. Metagenomic Next-Generation Sequencing Reveals the Profile of Viral Infections in Kidney Transplant Recipients During the COVID-19 Pandemic. Front Public Health 2022; 10:888064. [PMID: 35899152 PMCID: PMC9309489 DOI: 10.3389/fpubh.2022.888064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 06/20/2022] [Indexed: 01/08/2023] Open
Abstract
Background To study the clinical application of metagenomic next-generation sequencing (mNGS) in the detection of viral infections in kidney transplant recipients (KTRs) during the COVID-19 pandemic. Methods Using mNGS technology, 50 human fluid samples of KTRs were detected, including 20 bronchoalveolar lavage fluid (BALF) samples, 21 urine samples and 9 blood samples. The detected nucleic acid sequences were compared and analyzed with the existing viral nucleic acid sequences in the database, and the virus infection spectrum of KTRs was drawn. Results The viral nucleic acids of 15 types of viruses were detected in 96.00% (48/50) of the samples, of which 11 types of viruses were in BALF (95.00%, 19/20), and the dominant viruses were torque teno virus (TTV) (65.00%; 13/20), cytomegalovirus (CMV) (45.00%; 9/20) and human alphaherpesvirus 1 (25.00%; 5/20). 12 viruses (95.24%, 20/21) were detected in the urine, and the dominant viruses were TTV (52.38%; 11/21), JC polyomavirus (52.38%; 11/21), BK polyomavirus (42.86%; 9/21), CMV (33.33%; 7/21) and human betaherpesvirus 6B (28.57%; 6/21). 7 viruses were detected in the blood (100.00%, 9/9), and the dominant virus was TTV (100.00%; 9/9). Four rare viruses were detected in BALF and urine, including WU polyomavirus, primate bocaparvovirus 1, simian virus 12, and volepox virus. Further analysis showed that TTV infection with high reads indicated a higher risk of acute rejection (P < 0.05). Conclusions mNGS detection reveals the rich virus spectrum of infected KTRs, and improves the detection rate of rare viruses. TTV may be a new biomarker for predicting rejection.
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Affiliation(s)
- Xiangyong Tian
- Department of Urology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Wenjing Duan
- Department of the Clinical Research Center, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Xiulei Zhang
- Microbiology Laboratory, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Xiaoqiang Wu
- Department of Urology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Chan Zhang
- Department of Urology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Zhiwei Wang
- Department of Urology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Guanghui Cao
- Department of Urology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Yue Gu
- Department of Nephrology, Henan Provincial People's Hospital, Henan Provincial Key Laboratory of Kidney Disease and Immunology, Henan Provincial Clinical Research Center for Kidney Disease, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Fengmin Shao
- Department of Nephrology, Henan Provincial People's Hospital, Henan Provincial Key Laboratory of Kidney Disease and Immunology, Henan Provincial Clinical Research Center for Kidney Disease, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, China
| | - Tianzhong Yan
- Department of Urology, Henan Provincial Clinical Research Center for Kidney Disease, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Zhengzhou, China
- *Correspondence: Tianzhong Yan
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Wang X, Stelzer-Braid S, Scotch M, Rawlinson WD. Detection of respiratory viruses directly from clinical samples using next-generation sequencing: A literature review of recent advances and potential for routine clinical use. Rev Med Virol 2022; 32:e2375. [PMID: 35775736 PMCID: PMC9539958 DOI: 10.1002/rmv.2375] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 06/01/2022] [Accepted: 06/20/2022] [Indexed: 11/15/2022]
Abstract
Acute respiratory infection is the third most frequent cause of mortality worldwide, causing over 4.25 million deaths annually. Although most diagnosed acute respiratory infections are thought to be of viral origin, the aetiology often remains unclear. The advent of next‐generation sequencing (NGS) has revolutionised the field of virus discovery and identification, particularly in the detection of unknown respiratory viruses. We systematically reviewed the application of NGS technologies for detecting respiratory viruses from clinical samples and outline potential barriers to the routine clinical introduction of NGS. The five databases searched for studies published in English from 01 January 2010 to 01 February 2021, which led to the inclusion of 52 studies. A total of 14 different models of NGS platforms were summarised from included studies. Among these models, second‐generation sequencing platforms (e.g., Illumina sequencers) were used in the majority of studies (41/52, 79%). Moreover, NGS platforms have proven successful in detecting a variety of respiratory viruses, including influenza A/B viruses (9/52, 17%), SARS‐CoV‐2 (21/52, 40%), parainfluenza virus (3/52, 6%), respiratory syncytial virus (1/52, 2%), human metapneumovirus (2/52, 4%), or a viral panel including other respiratory viruses (16/52, 31%). The review of NGS technologies used in previous studies indicates the advantages of NGS technologies in novel virus detection, virus typing, mutation identification, and infection cluster assessment. Although there remain some technical and ethical challenges associated with NGS use in clinical laboratories, NGS is a promising future tool to improve understanding of respiratory viruses and provide a more accurate diagnosis with simultaneous virus characterisation.
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Affiliation(s)
- Xinye Wang
- Virology Research Laboratory, Serology and Virology Division (SAViD), NSW Health Pathology, Prince of Wales Hospital, University of New South Wales, Sydney, New South Wales, Australia.,School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Sacha Stelzer-Braid
- Virology Research Laboratory, Serology and Virology Division (SAViD), NSW Health Pathology, Prince of Wales Hospital, University of New South Wales, Sydney, New South Wales, Australia.,School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Matthew Scotch
- Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia.,Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, Tempe, Arizona, USA
| | - William D Rawlinson
- Virology Research Laboratory, Serology and Virology Division (SAViD), NSW Health Pathology, Prince of Wales Hospital, University of New South Wales, Sydney, New South Wales, Australia.,School of Medical Sciences, Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
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21
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Zakotnik S, Knap N, Bogovič P, Zorec TM, Poljak M, Strle F, Avšič-Županc T, Korva M. Complete Genome Sequencing of Tick-Borne Encephalitis Virus Directly from Clinical Samples: Comparison of Shotgun Metagenomic and Targeted Amplicon-Based Sequencing. Viruses 2022; 14:v14061267. [PMID: 35746738 PMCID: PMC9231111 DOI: 10.3390/v14061267] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 05/30/2022] [Accepted: 06/08/2022] [Indexed: 02/06/2023] Open
Abstract
The clinical presentation of tick-borne encephalitis virus (TBEV) infection varies from asymptomatic to severe meningoencephalitis or meningoencephalomyelitis. The TBEV subtype has been suggested as one of the most important risk factors for disease severity, but TBEV genetic characterization is difficult. Infection is usually diagnosed in the post-viremic phase, and so relevant clinical samples of TBEV are extremely rare and, when present, are associated with low viral loads. To date, only two complete TBEV genomes sequenced directly from patient clinical samples are publicly available. The aim of this study was to develop novel protocols for the direct sequencing of the TBEV genome, enabling studies of viral genetic determinants that influence disease severity. We developed a novel oligonucleotide primer scheme for amplification of the complete TBEV genome. The primer set was tested on 21 clinical samples with various viral loads and collected over a 15-year period using the two most common sequencing platforms. The amplicon-based strategy was compared to direct shotgun sequencing. Using the novel primer set, we successfully obtained nearly complete TBEV genomes (>90% of genome) from all clinical samples, including those with extremely low viral loads. Comparison of consensus sequences of the TBEV genome generated using the novel amplicon-based strategy and shotgun sequencing showed no difference. We conclude that the novel primer set is a powerful tool for future studies on genetic determinants of TBEV that influence disease severity and will lead to a better understanding of TBE pathogenesis.
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Affiliation(s)
- Samo Zakotnik
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, SI-1000 Ljubljana, Slovenia; (S.Z.); (N.K.); (T.M.Z.); (M.P.); (T.A.-Ž.)
| | - Nataša Knap
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, SI-1000 Ljubljana, Slovenia; (S.Z.); (N.K.); (T.M.Z.); (M.P.); (T.A.-Ž.)
| | - Petra Bogovič
- Department of Infectious Diseases, Ljubljana University Medical Center, SI-1000 Ljubljana, Slovenia; (P.B.); (F.S.)
| | - Tomaž Mark Zorec
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, SI-1000 Ljubljana, Slovenia; (S.Z.); (N.K.); (T.M.Z.); (M.P.); (T.A.-Ž.)
| | - Mario Poljak
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, SI-1000 Ljubljana, Slovenia; (S.Z.); (N.K.); (T.M.Z.); (M.P.); (T.A.-Ž.)
| | - Franc Strle
- Department of Infectious Diseases, Ljubljana University Medical Center, SI-1000 Ljubljana, Slovenia; (P.B.); (F.S.)
| | - Tatjana Avšič-Županc
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, SI-1000 Ljubljana, Slovenia; (S.Z.); (N.K.); (T.M.Z.); (M.P.); (T.A.-Ž.)
| | - Miša Korva
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, SI-1000 Ljubljana, Slovenia; (S.Z.); (N.K.); (T.M.Z.); (M.P.); (T.A.-Ž.)
- Correspondence:
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22
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Zhang D, Yang X, Wang J, Xu J, Wang M. Application of metagenomic next-generation sequencing for bronchoalveolar lavage diagnostics in patients with lower respiratory tract infections. J Int Med Res 2022; 50:3000605221089795. [PMID: 35481370 PMCID: PMC9087262 DOI: 10.1177/03000605221089795] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Objective Metagenomic next-generation sequencing (mNGS) has the potential to overcome
the shortcomings of traditional culture methods. This study aimed to assess
the diagnostic value of mNGS in patients with lower respiratory tract
infections (LRTIs). Methods This retrospective observational study sequentially enrolled 47 patients with
LRTIs admitted to Shenzhen Hospital of Southern Medical University between
February 2019 and November 2020. Pathogens in bronchoalveolar lavage fluid
(BALF) samples were investigated to compare diagnoses by mNGS with culture
methods. Results Compared with culture methods, mNGS had a diagnostic sensitivity of 80% and a
specificity of 35.13% with an agreement rate of 44.68% between these two
methods. mNGS significantly increased the pathogen detection rate. Conclusions mNGS may show some advantages in identifying a wide range of LRTI pathogens,
improving the sensitivity for viruses and atypical pathogens. The clinical
application of NGS technology is worth looking forward to.
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Affiliation(s)
- Dandan Zhang
- Department of Respiratory and Critical Care Medicine, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Xue Yang
- Department of Respiratory and Critical Care Medicine, Shenzhen People's Hospital, Shenzhen, China
| | - Junli Wang
- Department of Respiratory and Critical Care Medicine, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Jian Xu
- Department of Respiratory and Critical Care Medicine, Shenzhen Hospital, Southern Medical University, Shenzhen, China
| | - Mengyi Wang
- Department of Critical Care Medicine, Shenzhen Hospital, Southern Medical University, Shenzhen, China
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23
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Quer J, Colomer-Castell S, Campos C, Andrés C, Piñana M, Cortese MF, González-Sánchez A, Garcia-Cehic D, Ibáñez M, Pumarola T, Rodríguez-Frías F, Antón A, Tabernero D. Next-Generation Sequencing for Confronting Virus Pandemics. Viruses 2022; 14:v14030600. [PMID: 35337007 PMCID: PMC8950049 DOI: 10.3390/v14030600] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 03/01/2022] [Accepted: 03/10/2022] [Indexed: 02/06/2023] Open
Abstract
Virus pandemics have happened, are happening and will happen again. In recent decades, the rate of zoonotic viral spillover into humans has accelerated, mirroring the expansion of our global footprint and travel network, including the expansion of viral vectors and the destruction of natural spaces, bringing humans closer to wild animals. Once viral cross-species transmission to humans occurs, transmission cannot be stopped by cement walls but by developing barriers based on knowledge that can prevent or reduce the effects of any pandemic. Controlling a local transmission affecting few individuals is more efficient that confronting a community outbreak in which infections cannot be traced. Genetic detection, identification, and characterization of infectious agents using next-generation sequencing (NGS) has been proven to be a powerful tool allowing for the development of fast PCR-based molecular assays, the rapid development of vaccines based on mRNA and DNA, the identification of outbreaks, transmission dynamics and spill-over events, the detection of new variants and treatment of vaccine resistance mutations, the development of direct-acting antiviral drugs, the discovery of relevant minority variants to improve knowledge of the viral life cycle, strengths and weaknesses, the potential for becoming dominant to take appropriate preventive measures, and the discovery of new routes of viral transmission.
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Affiliation(s)
- Josep Quer
- Liver Diseases-Viral Hepatitis, Liver Unit, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (S.C.-C.); (C.C.); (D.G.-C.); (M.I.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Av. Monforte de Lemos 3-5, 28029 Madrid, Spain; (M.F.C.); (F.R.-F.); (D.T.)
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), UAB Campus, Plaça Cívica, 08193 Bellaterra, Spain
- Correspondence: (J.Q.); (A.A.)
| | - Sergi Colomer-Castell
- Liver Diseases-Viral Hepatitis, Liver Unit, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (S.C.-C.); (C.C.); (D.G.-C.); (M.I.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Av. Monforte de Lemos 3-5, 28029 Madrid, Spain; (M.F.C.); (F.R.-F.); (D.T.)
| | - Carolina Campos
- Liver Diseases-Viral Hepatitis, Liver Unit, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (S.C.-C.); (C.C.); (D.G.-C.); (M.I.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Av. Monforte de Lemos 3-5, 28029 Madrid, Spain; (M.F.C.); (F.R.-F.); (D.T.)
| | - Cristina Andrés
- Microbiology Department, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (C.A.); (M.P.); (A.G.-S.); (T.P.)
| | - Maria Piñana
- Microbiology Department, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (C.A.); (M.P.); (A.G.-S.); (T.P.)
| | - Maria Francesca Cortese
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Av. Monforte de Lemos 3-5, 28029 Madrid, Spain; (M.F.C.); (F.R.-F.); (D.T.)
- Clinical Biochemistry Research Group, Biochemistry Department, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain
| | - Alejandra González-Sánchez
- Microbiology Department, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (C.A.); (M.P.); (A.G.-S.); (T.P.)
| | - Damir Garcia-Cehic
- Liver Diseases-Viral Hepatitis, Liver Unit, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (S.C.-C.); (C.C.); (D.G.-C.); (M.I.)
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Av. Monforte de Lemos 3-5, 28029 Madrid, Spain; (M.F.C.); (F.R.-F.); (D.T.)
| | - Marta Ibáñez
- Liver Diseases-Viral Hepatitis, Liver Unit, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (S.C.-C.); (C.C.); (D.G.-C.); (M.I.)
| | - Tomàs Pumarola
- Microbiology Department, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (C.A.); (M.P.); (A.G.-S.); (T.P.)
- Microbiology Department, Universitat Autònoma de Barcelona (UAB), UAB Campus, Plaça Cívica, 08193 Bellaterra, Spain
| | - Francisco Rodríguez-Frías
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Av. Monforte de Lemos 3-5, 28029 Madrid, Spain; (M.F.C.); (F.R.-F.); (D.T.)
- Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), UAB Campus, Plaça Cívica, 08193 Bellaterra, Spain
- Clinical Biochemistry Research Group, Biochemistry Department, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain
| | - Andrés Antón
- Microbiology Department, Vall d’Hebron Institut of Research (VHIR), Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain; (C.A.); (M.P.); (A.G.-S.); (T.P.)
- Microbiology Department, Universitat Autònoma de Barcelona (UAB), UAB Campus, Plaça Cívica, 08193 Bellaterra, Spain
- Correspondence: (J.Q.); (A.A.)
| | - David Tabernero
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Av. Monforte de Lemos 3-5, 28029 Madrid, Spain; (M.F.C.); (F.R.-F.); (D.T.)
- Microbiology Departments, Hospital Universitari Vall d’Hebron, Vall d’Hebron Barcelona Hospital Campus, Passeig Vall d’Hebron 119-129, 08035 Barcelona, Spain
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24
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Han SY. Clinical value of metagenomic next-generation sequencing in complicated infectious diseases. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2022; 24:210-215. [PMID: 35209988 DOI: 10.7499/j.issn.1008-8830.2110064] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Infectious diseases are commonly seen in clinical practice, and pathogen diagnosis is the key link in diagnosis and treatment; however, conventional pathogen detection methods cannot meet clinical needs due to time-consuming operation and low positive rate. As a new pathogen detection method, metagenomic next-generation sequencing (mNGS) has a wide detection range and can detect bacteria, viruses, fungi, parasites, rare pathogens, and even unknown pathogens. The technique of mNGS is unbiased and can rapidly, efficiently, and accurately obtain all nucleic acid information in test samples, analyze pathogens, and guide clinical diagnosis and treatment, thereby playing an important role in complicated infectious diseases. This article reviews the diagnostic advantages and clinical value of mNGS in bacterial, fungal, viral, and parasitic infections.
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Affiliation(s)
- Si-Yu Han
- Department of Respiratory Medicine, Hebei Children's Hospital Affiliated to Hebei Medical University, Shijiazhuang 050031, China
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25
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Fu ZF, Zhang HC, Zhang Y, Cui P, Zhou Y, Wang HY, Lin K, Zhou X, Wu J, Wu HL, Zhang WH, Ai JW. Evaluations of Clinical Utilization of Metagenomic Next-Generation Sequencing in Adults With Fever of Unknown Origin. Front Cell Infect Microbiol 2022; 11:745156. [PMID: 35127548 PMCID: PMC8813867 DOI: 10.3389/fcimb.2021.745156] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 11/23/2021] [Indexed: 11/13/2022] Open
Abstract
Introduction The diagnosis of infection-caused fever of unknown origin (FUO) is still challenging, making it difficult for physicians to provide an early effective therapy. Therefore, a novel pathogen detection platform is needed. Metagenomic next-generation sequencing (mNGS) provides an unbiased, comprehensive technique for the sequence-based identification of pathogenic microbes, but the study of the diagnostic values of mNGS in FUO is still limited. Methods In a single-center retrospective cohort study, 175 FUO patients were enrolled, and clinical data were recorded and analyzed to compare mNGS with culture or traditional methods including as smears, serological tests, and nucleic acid amplification testing (NAAT) (traditional PCR, Xpert MTB/RIF, and Xpert MTB/RIF Ultra). Results The blood mNGS could increase the overall rate of new organisms detected in infection-caused FUO by roughly 22.9% and 19.79% in comparison to culture (22/96 vs. 0/96; OR, ∞; p = 0.000) and conventional methods (19/96 vs. 3/96; OR, 6.333; p = 0.001), respectively. Bloodstream infection was among the largest group of those identified, and the blood mNGS could have a 38% improvement in the diagnosis rate compared to culture (19/50 vs. 0/50; OR, ∞; p = 0.000) and 32.0% compared to conventional methods (16/50 vs. 3/50; OR, 5.333; p = 0.004). Among the non-blood samples in infection-caused FUO, we observed that the overall diagnostic performance of mNGS in infectious disease was better than that of conventional methods by 20% (9/45 vs. 2/45; OR, 4.5; p = 0.065), and expectedly, the use of non-blood mNGS in non-bloodstream infection increased the diagnostic rate by 26.2% (8/32 vs. 0/32; OR, ∞; p = 0.008). According to 175 patients’ clinical decision-making, we found that the use of blood mNGS as the first-line investigation could effectively increase 10.9% of diagnosis rate of FUO compared to culture, and the strategy that the mNGS of suspected parts as the second-line test could further benefit infectious patients, improving the diagnosis rate of concurrent infection by 66.7% and 12.5% in non-bloodstream infection, respectively. Conclusion The application of mNGS in the FUO had significantly higher diagnostic efficacy than culture or other conventional methods. In infection-caused FUO patients, application of blood mNGS as the first-line investigation and identification of samples from suspected infection sites as the second-line test could enhance the overall FUO diagnosis rate and serve as a promising optimized diagnostic protocol in the future.
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Affiliation(s)
- Zhang-fan Fu
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Hao-cheng Zhang
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Yi Zhang
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Peng Cui
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Yang Zhou
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
- BGI PathoGenesis Pharmaceutical Technology Co., Ltd., BGI-Shenzhen, Shenzhen, China
| | - Hong-yu Wang
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Ke Lin
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Xian Zhou
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Jing Wu
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Hong-long Wu
- BGI PathoGenesis Pharmaceutical Technology Co., Ltd., BGI-Shenzhen, Shenzhen, China
- BGI Wuhan Biotechnology, BGI-Shenzhen, Wuhan, China
| | - Wen-hong Zhang
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
| | - Jing-wen Ai
- Department of Infectious Diseases, Shanghai Key Laboratory of Infectious Diseases and Biosafety Emergency Response, National Medical Center for Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
- *Correspondence: Jingwen Ai,
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26
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van Zyl GU. New Technological Developments in Identification and Monitoring of New and Emerging Infections. ENCYCLOPEDIA OF INFECTION AND IMMUNITY 2022. [PMCID: PMC8291697 DOI: 10.1016/b978-0-12-818731-9.00094-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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27
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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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28
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Mayanja MN, Mwiine FN, Lutwama JJ, Ssekagiri A, Egesa M, Thomson EC, Kohl A. Mosquito-borne arboviruses in Uganda: history, transmission and burden. J Gen Virol 2021; 102. [PMID: 34609940 DOI: 10.1099/jgv.0.001680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Mosquito-transmitted arboviruses constitute a large proportion of emerging infectious diseases that are both a public health problem and a threat to animal populations. Many such viruses were identified in East Africa, a region where they remain important and from where new arboviruses may emerge. We set out to describe and review the relevant mosquito-borne viruses that have been identified specifically in Uganda. We focused on the discovery, burden, mode of transmission, animal hosts and clinical manifestation of those previously involved in disease outbreaks. A search for mosquito-borne arboviruses detected in Uganda was conducted using search terms 'Arboviruses in Uganda' and 'Mosquitoes and Viruses in Uganda' in PubMed and Google Scholar in 2020. Twenty-four mosquito-borne viruses from different animal hosts, humans and mosquitoes were documented. The majority of these were from family Peribunyaviridae, followed by Flaviviridae, Togaviridae, Phenuiviridae and only one each from family Rhabdoviridae and Reoviridae. Sixteen (66.7%) of the viruses were associated with febrile illnesses. Ten (41.7%) of them were first described locally in Uganda. Six of these are a public threat as they have been previously associated with disease outbreaks either within or outside Uganda. Historically, there is a high burden and endemicity of arboviruses in Uganda. Given the many diverse mosquito species known in the country, there is also a likelihood of many undescribed mosquito-borne viruses. Next generation diagnostic platforms have great potential to identify new viruses. Indeed, four novel viruses, two of which were from humans (Ntwetwe and Nyangole viruses) and two from mosquitoes (Kibale and Mburo viruses) were identified in the last decade using next generation sequencing. Given the unbiased approach of detection of viruses by this technology, its use will undoubtedly be critically important in the characterization of mosquito viromes which in turn will inform other diagnostic efforts.
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Affiliation(s)
- Martin N Mayanja
- School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda.,Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda.,MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
| | - Frank N Mwiine
- School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Julius J Lutwama
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Alfred Ssekagiri
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Moses Egesa
- MRC/UVRI and LSHTM Uganda Research Unit, Entebbe, Uganda.,Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Emma C Thomson
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
| | - Alain Kohl
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
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Reyes A, Carbo EC, Harinxma Thoe Slooten JSV, Kraakman MEM, Sidorov IA, Claas ECJ, Kroes ACM, Visser LG, de JJCV. Viral metagenomic sequencing in a cohort of international travellers returning with febrile illness. J Clin Virol 2021; 143:104940. [PMID: 34416523 DOI: 10.1016/j.jcv.2021.104940] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 06/17/2021] [Accepted: 07/29/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Diagnosis of infections in returning international travellers can be challenging because of the broad spectrum of potential infectious etiologies potentially involved. Viral metagenomic next-generation sequencing (mNGS) has the potential to detect any virus present in a patient sample and is increasingly being used for difficult to diagnose cases. The aim of this study was to analyze the performance of mNGS for viral pathogen detection in the clinical setting of international travellers returning with febrile illness. METHODS Thirty-eight serum samples from international travellers returning with febrile illness and presenting at the outpatient clinic of the Leiden University Medical Center in the Netherlands in the time period 2015-2016 were selected retrospectively. Samples were processed for viral metagenomic sequencing using a probe panel capturing all known vertebrate viruses. Bioinformatic analysis was performed using Genome Detective software for metagenomic virus detection. Metagenomic virus findings were compared with viral pathogen detection using conventional methods. RESULTS In 8 out of the 38 patients (21%), a pathogenic virus was detected by mNGS. All viral pathogens detected by conventional assays were also detected by mNGS: dengue virus (n=4 patients), Epstein-Barr virus (n=2), hepatitis B virus (n=1). In addition, mNGS resulted in additional pathogenic findings in 2 patients (5%): dengue virus (n=1), and hepatitis C virus (n=1). Non-pathogenic viruses detected were: GB virus C (n=1) and torque teno viruses (n=3). High genome coverage and depth using capture probes enabled typing of the dengue viruses detected. CONCLUSIONS Viral metagenomics has the potential to assist the detection of viral pathogens and co-infections in one step in international travellers with a febrile syndrome. Furthermore, viral enrichment by probes resulted in high genome coverage and depth which enabled dengue virus typing.
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Affiliation(s)
- Alhena Reyes
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands; Current affiliation: Microbiology Department, Hospital Universitario 12 de Octubre, Madrid, Spain.
| | - Ellen C Carbo
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands.
| | | | - Margriet E M Kraakman
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands.
| | - Igor A Sidorov
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands.
| | - Eric C J Claas
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands.
| | - Aloys C M Kroes
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands.
| | - Leo G Visser
- Department of Infectious Diseases, Leiden University Medical Center, Leiden, the Netherlands.
| | - Jutte J C Vries de
- Department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands.
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30
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Mayanja MN, Mwiine FN, Lutwama JJ, Ssekagiri A, Egesa M, Thomson EC, Kohl A. Mosquito-borne arboviruses in Uganda: history, transmission and burden. J Gen Virol 2021; 102. [PMID: 34166178 DOI: 10.1099/jgv.0.001615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Mosquito-transmitted arboviruses constitute a large proportion of emerging infectious diseases that are both a public health problem and a threat to animal populations. Many such viruses were identified in East Africa, a region where they remain important and from where new arboviruses may emerge. We set out to describe and review the relevant mosquito-borne viruses that have been identified specifically in Uganda. We focused on the discovery, burden, mode of transmission, animal hosts and clinical manifestation of those previously involved in disease outbreaks. A search for mosquito-borne arboviruses detected in Uganda was conducted using search terms 'Arboviruses in Uganda' and 'Mosquitoes and Viruses in Uganda' in PubMed and Google Scholar in 2020. Twenty-four mosquito-borne viruses from different animal hosts, humans and mosquitoes were documented. The majority of these were from family Peribunyaviridae, followed by Flaviviridae, Togaviridae, Phenuiviridae and only one each from family Rhabdoviridae and Reoviridae. Sixteen (66.7 %) of the viruses were associated with febrile illnesses. Ten (41.7 %) of them were first described locally in Uganda. Six of these are a public threat as they have been previously associated with disease outbreaks either within or outside Uganda. Historically, there is a high burden and endemicity of arboviruses in Uganda. Given the many diverse mosquito species known in the country, there is also a likelihood of many undescribed mosquito-borne viruses. New generation diagnostic platforms have great potential to identify new viruses. Indeed, four novel viruses, two of which were from humans (Ntwetwe and Nyangole viruses) and two from mosquitoes (Kibale and Mburo viruses) including the 2010 yellow fever virus (YFV) outbreak were identified in the last decade using next generation sequencing. Given the unbiased approach of detection of viruses by this technology, its use will undoubtedly be critically important in the characterization of mosquito viromes which in turn will inform other diagnostic efforts.
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Affiliation(s)
- Martin N Mayanja
- School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda.,Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda.,MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
| | - Frank N Mwiine
- School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Julius J Lutwama
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Alfred Ssekagiri
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Moses Egesa
- MRC/UVRI and LSHTM Uganda Research Unit, Entebbe, Uganda.,Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Emma C Thomson
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
| | - Alain Kohl
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
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de Vries JJ, Brown JR, Fischer N, Sidorov IA, Morfopoulou S, Huang J, Munnink BBO, Sayiner A, Bulgurcu A, Rodriguez C, Gricourt G, Keyaerts E, Beller L, Bachofen C, Kubacki J, Cordey S, Laubscher F, Schmitz D, Beer M, Hoeper D, Huber M, Kufner V, Zaheri M, Lebrand A, Papa A, van Boheemen S, Kroes AC, Breuer J, Lopez-Labrador FX, Claas EC. Benchmark of thirteen bioinformatic pipelines for metagenomic virus diagnostics using datasets from clinical samples. J Clin Virol 2021; 141:104908. [PMID: 34273858 PMCID: PMC7615111 DOI: 10.1016/j.jcv.2021.104908] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 05/18/2021] [Accepted: 06/30/2021] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Metagenomic sequencing is increasingly being used in clinical settings for difficult to diagnose cases. The performance of viral metagenomic protocols relies to a large extent on the bioinformatic analysis. In this study, the European Society for Clinical Virology (ESCV) Network on NGS (ENNGS) initiated a benchmark of metagenomic pipelines currently used in clinical virological laboratories. METHODS Metagenomic datasets from 13 clinical samples from patients with encephalitis or viral respiratory infections characterized by PCR were selected. The datasets were analyzed with 13 different pipelines currently used in virological diagnostic laboratories of participating ENNGS members. The pipelines and classification tools were: Centrifuge, DAMIAN, DIAMOND, DNASTAR, FEVIR, Genome Detective, Jovian, MetaMIC, MetaMix, One Codex, RIEMS, VirMet, and Taxonomer. Performance, characteristics, clinical use, and user-friendliness of these pipelines were analyzed. RESULTS Overall, viral pathogens with high loads were detected by all the evaluated metagenomic pipelines. In contrast, lower abundance pathogens and mixed infections were only detected by 3/13 pipelines, namely DNASTAR, FEVIR, and MetaMix. Overall sensitivity ranged from 80% (10/13) to 100% (13/13 datasets). Overall positive predictive value ranged from 71-100%. The majority of the pipelines classified sequences based on nucleotide similarity (8/13), only a minority used amino acid similarity, and 6 of the 13 pipelines assembled sequences de novo. No clear differences in performance were detected that correlated with these classification approaches. Read counts of target viruses varied between the pipelines over a range of 2-3 log, indicating differences in limit of detection. CONCLUSION A wide variety of viral metagenomic pipelines is currently used in the participating clinical diagnostic laboratories. Detection of low abundant viral pathogens and mixed infections remains a challenge, implicating the need for standardization and validation of metagenomic analysis for clinical diagnostic use. Future studies should address the selective effects due to the choice of different reference viral databases.
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Affiliation(s)
- Jutte J.C. de Vries
- Clinical Microbiological Laboratory, department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Julianne R. Brown
- Microbiology, Virology and Infection Prevention & Control, Great Ormond Street Hospital for Children NHS Foundation Trust, London, United Kingdom
| | - Nicole Fischer
- University Medical Center Hamburg-Eppendorf, UKE Institute for Medical Microbiology, Virology and Hygiene, Germany
| | - Igor A. Sidorov
- Clinical Microbiological Laboratory, department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Sofia Morfopoulou
- Division of Infection and Immunity, University College London, London, United Kingdom
| | - Jiabin Huang
- University Medical Center Hamburg-Eppendorf, UKE Institute for Medical Microbiology, Virology and Hygiene, Germany
| | | | - Arzu Sayiner
- Dokuz Eylul University, Medical Faculty, Izmir, Turkey
| | | | | | | | - Els Keyaerts
- Laboratory of Clinical and Epidemiological Virology (Rega Institute), KU Leuven, Belgium
| | - Leen Beller
- Laboratory of Clinical and Epidemiological Virology (Rega Institute), KU Leuven, Belgium
| | | | - Jakub Kubacki
- Institute of Virology, University of Zurich, Switzerland
| | - Samuel Cordey
- Laboratory of Virology, University Hospitals of Geneva, Geneva, Switzerland
| | - Florian Laubscher
- Laboratory of Virology, University Hospitals of Geneva, Geneva, Switzerland
| | - Dennis Schmitz
- RIVM National Institute for Public Health and Environment, Bilthoven, the Netherlands
| | - Martin Beer
- Friedrich-Loeffler-Institute, Institute of Diagnostic Virology, Greifswald, Germany
| | - Dirk Hoeper
- Friedrich-Loeffler-Institute, Institute of Diagnostic Virology, Greifswald, Germany
| | - Michael Huber
- Institute of Medical Virology, University of Zurich, Switzerland
| | - Verena Kufner
- Institute of Medical Virology, University of Zurich, Switzerland
| | - Maryam Zaheri
- Institute of Medical Virology, University of Zurich, Switzerland
| | | | - Anna Papa
- Department of Microbiology, Medical School, Aristotle University of Thessaloniki, Greece
| | | | - Aloys C.M. Kroes
- Clinical Microbiological Laboratory, department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Judith Breuer
- Microbiology, Virology and Infection Prevention & Control, Great Ormond Street Hospital for Children NHS Foundation Trust, London, United Kingdom
- Division of Infection and Immunity, University College London, London, United Kingdom
| | - F. Xavier Lopez-Labrador
- Virology Laboratory, Genomics and Health Area, Center for Public Health Research (FISABIO-Public Health), Generalitat Valenciana and Microbiology & Ecology Department, University of Valencia, Spain
- CIBERESP, Instituto de Salud Carlos III, Spain
| | - Eric C.J. Claas
- Clinical Microbiological Laboratory, department of Medical Microbiology, Leiden University Medical Center, Leiden, the Netherlands
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Filkins LM, Bryson AL, Miller SA, Mitchell SL. Navigating Clinical Utilization of Direct-from-Specimen Metagenomic Pathogen Detection: Clinical Applications, Limitations, and Testing Recommendations. Clin Chem 2021; 66:1381-1395. [PMID: 33141913 DOI: 10.1093/clinchem/hvaa183] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 07/16/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Metagenomic next generation sequencing (mNGS) is becoming increasingly available for pathogen detection directly from clinical specimens. These tests use target-independent, shotgun sequencing to detect potentially unlimited organisms. The promise of this methodology to aid infection diagnosis is demonstrated through early case reports and clinical studies. However, the optimal role of mNGS in clinical microbiology remains uncertain. CONTENT We reviewed studies reporting clinical use of mNGS for pathogen detection from various specimen types, including cerebrospinal fluid, plasma, lower respiratory specimens, and others. Published clinical study data were critically evaluated and summarized to identify promising clinical indications for mNGS-based testing, to assess the clinical impact of mNGS for each indication, and to recognize test limitations. Based on these clinical studies, early testing recommendations are made to guide clinical utilization of mNGS for pathogen detection. Finally, current barriers to routine clinical laboratory implementation of mNGS tests are highlighted. SUMMARY The promise of direct-from-specimen mNGS to enable challenging infection diagnoses has been demonstrated through early clinical studies of patients with meningitis or encephalitis, invasive fungal infections, community acquired pneumonia, and other clinical indications. However, the proportion of patient cases with positive clinical impact due to mNGS testing is low in published studies and the cost of testing is high, emphasizing the importance of improving our understanding of 'when to test' and for which patients mNGS testing is appropriate.
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Affiliation(s)
- Laura M Filkins
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Alexandra L Bryson
- Department of Pathology, Virginia Commonwealth University Health System, Richmond, VA
| | - Steve A Miller
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA
| | - Stephanie L Mitchell
- Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA
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33
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Chen H, Yin Y, Gao H, Guo Y, Dong Z, Wang X, Zhang Y, Yang S, Peng Q, Liu Y, Wang H. Clinical Utility of In-house Metagenomic Next-generation Sequencing for the Diagnosis of Lower Respiratory Tract Infections and Analysis of the Host Immune Response. Clin Infect Dis 2021; 71:S416-S426. [PMID: 33367583 DOI: 10.1093/cid/ciaa1516] [Citation(s) in RCA: 80] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Only few pathogens that cause lower respiratory tract infections (LRTIs) can be identified due to limitations of traditional microbiological methods and the complexity of the oropharyngeal normal flora. Metagenomic next-generation sequencing (mNGS) has the potential to solve this problem. METHODS This prospective observational study sequentially enrolled 93 patients with LRTI and 69 patients without LRTI who visited Peking University People's Hospital in 2019. Pathogens in bronchoalveolar lavage fluid (BALF) specimens were detected using mNGS (DNA and RNA) and traditional microbiological assays. Human transcriptomes were compared between LRTI and non-LRTI, bacterial and viral LRTI, and tuberculosis and nontuberculosis groups. RESULTS Among 93 patients with LRTI, 20%, 35%, and 65% of cases were detected as definite or probable pathogens by culture, all microbiological tests, and mNGS, respectively. Our in-house BALF mNGS platform had an approximately 2-working-day turnaround time and detected more viruses and fungi than the other methods. Taking the composite reference standard as a gold standard, it had a sensitivity of 66.7%, specificity of 75.4%, positive-predictive value of 78.5%, and negative-predictive value of 62.7%. LRTI-, viral LRTI-, and tuberculosis-related differentially expressed genes were respectively related to immunity responses to infection, viral transcription and response to interferon-γ pathways, and perforin 1 and T-cell receptor B variable 9. CONCLUSIONS Metagenomic DNA and RNA-seq can identify a wide range of LRTI pathogens, with improved sensitivity for viruses and fungi. Our in-host platform is likely feasible in the clinic. Host transcriptome data are expected to be useful for the diagnosis of LRTIs.
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Affiliation(s)
- Hongbin Chen
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Yuyao Yin
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Hua Gao
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Yifan Guo
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Zhao Dong
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Xiaojuan Wang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Yawei Zhang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Shuo Yang
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Qiusheng Peng
- Department of Clinical Laboratory, Peking University People's Hospital, Beijing, China
| | - Yudong Liu
- 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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Li N, Cai Q, Miao Q, Song Z, Fang Y, Hu B. High-Throughput Metagenomics for Identification of Pathogens in the Clinical Settings. SMALL METHODS 2021; 5:2000792. [PMID: 33614906 PMCID: PMC7883231 DOI: 10.1002/smtd.202000792] [Citation(s) in RCA: 88] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/24/2020] [Indexed: 05/25/2023]
Abstract
The application of sequencing technology is shifting from research to clinical laboratories owing to rapid technological developments and substantially reduced costs. However, although thousands of microorganisms are known to infect humans, identification of the etiological agents for many diseases remains challenging as only a small proportion of pathogens are identifiable by the current diagnostic methods. These challenges are compounded by the emergence of new pathogens. Hence, metagenomic next-generation sequencing (mNGS), an agnostic, unbiased, and comprehensive method for detection, and taxonomic characterization of microorganisms, has become an attractive strategy. Although many studies, and cases reports, have confirmed the success of mNGS in improving the diagnosis, treatment, and tracking of infectious diseases, several hurdles must still be overcome. It is, therefore, imperative that practitioners and clinicians understand both the benefits and limitations of mNGS when applying it to clinical practice. Interestingly, the emerging third-generation sequencing technologies may partially offset the disadvantages of mNGS. In this review, mainly: a) the history of sequencing technology; b) various NGS technologies, common platforms, and workflows for clinical applications; c) the application of NGS in pathogen identification; d) the global expert consensus on NGS-related methods in clinical applications; and e) challenges associated with diagnostic metagenomics are described.
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Affiliation(s)
- Na Li
- Department of Infectious DiseasesZhongshan HospitalFudan UniversityShanghai200032China
| | - Qingqing Cai
- Genoxor Medical Science and Technology Inc.Zhejiang317317China
| | - Qing Miao
- Department of Infectious DiseasesZhongshan HospitalFudan UniversityShanghai200032China
| | - Zeshi Song
- Genoxor Medical Science and Technology Inc.Zhejiang317317China
| | - Yuan Fang
- Genoxor Medical Science and Technology Inc.Zhejiang317317China
| | - Bijie Hu
- Department of Infectious DiseasesZhongshan HospitalFudan UniversityShanghai200032China
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Molecular and Immunological Diagnostic Techniques of Medical Viruses. Int J Microbiol 2020; 2020:8832728. [PMID: 32908530 PMCID: PMC7474384 DOI: 10.1155/2020/8832728] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 06/24/2020] [Accepted: 08/15/2020] [Indexed: 01/12/2023] Open
Abstract
Viral infections are causing serious problems in human population worldwide. The recent outbreak of coronavirus disease 2019 caused by SARS-CoV-2 is a perfect example how viral infection could pose a great threat to global public health and economic sectors. Therefore, the first step in combating viral pathogens is to get a timely and accurate diagnosis. Early and accurate detection of the viral presence in patient sample is crucial for appropriate treatment, control, and prevention of epidemics. Here, we summarize some of the molecular and immunological diagnostic approaches available for the detection of viral infections of humans. Molecular diagnostic techniques provide rapid viral detection in patient sample. They are also relatively inexpensive and highly sensitive and specific diagnostic methods. Immunological-based techniques have been extensively utilized for the detection and epidemiological studies of human viral infections. They can detect antiviral antibodies or viral antigens in clinical samples. There are several commercially available molecular and immunological diagnostic kits that facilitate the use of these methods in the majority of clinical laboratories worldwide. In developing countries including Ethiopia where most of viral infections are endemic, exposure to improved or new methods is highly limited as these methods are very costly to use and also require technical skills. Since researchers and clinicians in all corners of the globe are working hard, it is hoped that in the near future, they will develop good quality tests that can be accessible in low-income countries.
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Samson R, Navale GR, Dharne MS. Biosensors: frontiers in rapid detection of COVID-19. 3 Biotech 2020; 10:385. [PMID: 32818132 PMCID: PMC7417775 DOI: 10.1007/s13205-020-02369-0] [Citation(s) in RCA: 91] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 07/27/2020] [Indexed: 12/23/2022] Open
Abstract
The rapid community-spread of novel human coronavirus 2019 (nCOVID19 or SARS-Cov2) and morbidity statistics has put forth an unprecedented urge for rapid diagnostics for quick and sensitive detection followed by contact tracing and containment strategies, especially when no vaccine or therapeutics are known. Currently, quantitative real-time polymerase chain reaction (qRT-PCR) is being used widely to detect COVID-19 from various types of biological specimens, which is time-consuming, labor-intensive and may not be rapidly deployable in remote or resource-limited settings. This might lead to hindrance in acquiring realistic data of infectivity and community spread of SARS-CoV-2 in the population. This review summarizes the existing status of current diagnostic methods, their possible limitations, and the advantages of biosensor-based diagnostics over the conventional ones for the detection of SARS-Cov-2. Novel biosensors used to detect RNA-viruses include CRISPR-Cas9 based paper strip, nucleic-acid based, aptamer-based, antigen-Au/Ag nanoparticles-based electrochemical biosensor, optical biosensor, and Surface Plasmon Resonance. These could be effective tools for rapid, authentic, portable, and more promising diagnosis in the current pandemic that has affected the world economies and humanity. Present challenges and future perspectives of developing robust biosensors devices for rapid, scalable, and sensitive detection and management of COVID-19 are presented in light of the test-test-test theme of the World Health Organization (WHO).
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Affiliation(s)
- Rachel Samson
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
- CSIR-National Chemical, Laboratory, National Collection of Industrial Microorganisms (NCIM), Biochemical Sciences Division, Pune, India
| | - Govinda R. Navale
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
- CSIR-National Chemical, Laboratory, National Collection of Industrial Microorganisms (NCIM), Biochemical Sciences Division, Pune, India
| | - Mahesh S. Dharne
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India
- CSIR-National Chemical, Laboratory, National Collection of Industrial Microorganisms (NCIM), Biochemical Sciences Division, Pune, India
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Liu N, Kan J, Yu N, Cao W, Cao J, Jiang E, Feng J. Application of metagenomic next-generation sequencing technology for difficult lung lesions in patients with haematological diseases. Transl Cancer Res 2020; 9:5245-5254. [PMID: 35117891 PMCID: PMC8798119 DOI: 10.21037/tcr-20-604] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 07/29/2020] [Indexed: 01/05/2023]
Abstract
BACKGROUND The purpose of this study was to evaluate the diagnostic value of combined virtual bronchoscopic navigation (Direct Path), radial endobronchial ultrasound with guide-sheath (EBUS), ultrathin bronchoscopy, rapid on-site evaluation of cytology (ROSE), and metagenomic next-generation sequencing (mNGS) for difficult lung lesions in patients with haematological diseases. METHODS In this study, lung specimens were obtained from patients with haematological diseases by transbronchial lung biopsy (TBLB) and bronchoalveolar lavage (BAL). The specimens were subjected to mNGS for sequencing of pathogenic microorganisms and sent to the laboratory for examination and pathological analysis. Additionally, the clinical data and pathogenic characteristics of the patients were analysed. The sensitivity and specificity of mNGS for sequencing pathogenic microorganisms were compared between TBLB and BAL specimens. RESULTS In this study, the diagnosis of infectious pneumonia mainly included cytomegalovirus pneumonia, Pneumocystis jirovecii pneumonia (PCP), pulmonary aspergillosis, and tuberculosis. Some patients had non-infectious pulmonary complications, and the clinical and therapeutic outcomes were diagnosed as graft-versus-host disease (GVHD), idiopathic pneumonia syndrome (IPS), and delayed pulmonary toxicity syndrome (DPTS). The sensitivity of mNGS for pathogenic microbes in lung tissue is better than that of alveolar lavage fluid, whereas compared with alveolar lavage fluid, its specificity is reduced. CONCLUSIONS The results of this study indicate that combined virtual bronchoscopic navigation (Direct Path), radial EBUS, ultrathin bronchoscopy, and ROSE of target control specimens reduce the risk of bleeding, and their combination with mNGS has high diagnostic value for difficult lung lesions in patients with haematological diseases, especially in the field of infection diagnosis. TBLB and BAL specimens have respective advantages in specificity and sensitivity for mNGS analysis.
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Affiliation(s)
- Nana Liu
- Department of Respiratory, Tianjin Medical University General Hospital, Tianjin, China.,Department of Critical Care Medicine, Tianjin Academy of Traditional Chinese Medicine Affiliated Hospital, Tianjin, China
| | - Jianying Kan
- Department of Critical Care Medicine, Tianjin Academy of Traditional Chinese Medicine Affiliated Hospital, Tianjin, China
| | - Naihao Yu
- Department of Critical Care Medicine, Tianjin Academy of Traditional Chinese Medicine Affiliated Hospital, Tianjin, China
| | - Wenbin Cao
- Haematopoietic Stem Cell Transplantation Center, Institute of Haematology and Blood Disease Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Jie Cao
- Department of Respiratory, Tianjin Medical University General Hospital, Tianjin, China
| | - Erlie Jiang
- Haematopoietic Stem Cell Transplantation Center, Institute of Haematology and Blood Disease Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China
| | - Jing Feng
- Department of Respiratory, Tianjin Medical University General Hospital, Tianjin, China
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38
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Blood and Bronchoalveolar Lavage Fluid Metagenomic Next-Generation Sequencing in Pneumonia. CANADIAN JOURNAL OF INFECTIOUS DISEASES & MEDICAL MICROBIOLOGY 2020; 2020:6839103. [PMID: 32879643 PMCID: PMC7448216 DOI: 10.1155/2020/6839103] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Revised: 07/02/2020] [Accepted: 07/11/2020] [Indexed: 12/27/2022]
Abstract
Background Metagenomic next-generation sequencing (mNGS) has made a revolution in the mode of pathogen identification. We decided to explore the diagnostic value of blood and bronchoalveolar lavage fluid (BALF) as mNGS samples in pneumonia. Methods We retrospectively reviewed 467 mNGS results and assessed the diagnostic performance of paired blood and BALF mNGS in 39 patients with pneumonia. Results For bacteria and fungi, 16 patients had culture-confirmed pathogen diagnosis, while 13 patients were culture-negative. BALF mNGS was more sensitive than blood mNGS (81.3% vs. 25.0%, p=0.003), and the specificity in BALF and blood mNGS was not statistically significant different (76.9% vs. 84.6%, p=0.317). For 10 patients without culture test, treatments were changed in 2 patients. For viruses, Epstein-Barr virus was positive in blood mNGS in 9 patients. Human adenovirus was detected in both BALF and blood mNGS in 3 patients. Conclusion Our study suggests that BALF mNGS is more sensitive than blood mNGS in detecting bacteria and fungi, but blood also has advantages to identify the pathogens of pneumonia, especially for some viruses.
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Fahsbender E, Charlys da-Costa A, Elise Gill D, Augusto de Padua Milagres F, Brustulin R, Julio Costa Monteiro F, Octavio da Silva Rego M, Soares D’Athaide Ribeiro E, Cerdeira Sabino E, Delwart E. Plasma virome of 781 Brazilians with unexplained symptoms of arbovirus infection include a novel parvovirus and densovirus. PLoS One 2020; 15:e0229993. [PMID: 32134963 PMCID: PMC7058308 DOI: 10.1371/journal.pone.0229993] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 02/19/2020] [Indexed: 12/16/2022] Open
Abstract
Plasma from patients with dengue-like symptoms was collected in 2013 to 2016 from the Brazilian states of Tocantins and Amapa. 781 samples testing negative for IgM against Dengue, Zika, and Chikungunya viruses and for flaviviruses, alphaviruses and enteroviruses RNA using RT-PCRs were analyzed using viral metagenomics. Viral particles-associated nucleic acids were enriched, randomly amplified, and deep sequenced in 102 mini-pools generating over 2 billion reads. Sequence data was analyzed for the presence of known and novel eukaryotic viral reads. Anelloviruses were detected in 80%, human pegivirus 1 in 19%, and parvovirus B19 in 17% of plasma pools. HIV and enteroviruses were detected in two pools each. Previously uncharacterized viral genomes were also identified, and their presence in single plasma samples confirmed by PCR. Chapparvovirus and ambidensovirus genomes, both in the Parvoviridae family, were partially characterized showing 33% and 34% identity in their NS1 sequences to their closest relative. Molecular surveillance using pre-existing plasma from febrile patients provides a readily scalable approach for the detection of novel, potentially emerging, viruses.
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Affiliation(s)
- Elizabeth Fahsbender
- Vitalant Research Institute, San Francisco, CA, United States of America
- UCSF Dept. of Laboratory Medicine, University of California–San Francisco, San Francisco, CA, United States of America
| | - Antonio Charlys da-Costa
- School of Medicine & Institute of Tropical Medicine, University of Sao Paulo, Infectious Disease, Sao Paulo, Brazil
| | - Danielle Elise Gill
- School of Medicine & Institute of Tropical Medicine, University of Sao Paulo, Infectious Disease, Sao Paulo, Brazil
| | - Flavio Augusto de Padua Milagres
- Public Health Laboratory State (LACEN/TO), Secretary of Health of Tocantins, Palmas, TO, Brazil
- Federal University of Tocantins, Palmas, Tocantins, Brazil
| | - Rafael Brustulin
- Public Health Laboratory State (LACEN/TO), Secretary of Health of Tocantins, Palmas, TO, Brazil
- Federal University of Tocantins, Palmas, Tocantins, Brazil
| | | | | | | | - Ester Cerdeira Sabino
- School of Medicine & Institute of Tropical Medicine, University of Sao Paulo, Infectious Disease, Sao Paulo, Brazil
| | - Eric Delwart
- Vitalant Research Institute, San Francisco, CA, United States of America
- UCSF Dept. of Laboratory Medicine, University of California–San Francisco, San Francisco, CA, United States of America
- * E-mail:
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Kiselev D, Matsvay A, Abramov I, Dedkov V, Shipulin G, Khafizov K. Current Trends in Diagnostics of Viral Infections of Unknown Etiology. Viruses 2020; 12:E211. [PMID: 32074965 PMCID: PMC7077230 DOI: 10.3390/v12020211] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 02/10/2020] [Accepted: 02/12/2020] [Indexed: 12/27/2022] Open
Abstract
Viruses are evolving at an alarming rate, spreading and inconspicuously adapting to cutting-edge therapies. Therefore, the search for rapid, informative and reliable diagnostic methods is becoming urgent as ever. Conventional clinical tests (PCR, serology, etc.) are being continually optimized, yet provide very limited data. Could high throughput sequencing (HTS) become the future gold standard in molecular diagnostics of viral infections? Compared to conventional clinical tests, HTS is universal and more precise at profiling pathogens. Nevertheless, it has not yet been widely accepted as a diagnostic tool, owing primarily to its high cost and the complexity of sample preparation and data analysis. Those obstacles must be tackled to integrate HTS into daily clinical practice. For this, three objectives are to be achieved: (1) designing and assessing universal protocols for library preparation, (2) assembling purpose-specific pipelines, and (3) building computational infrastructure to suit the needs and financial abilities of modern healthcare centers. Data harvested with HTS could not only augment diagnostics and help to choose the correct therapy, but also facilitate research in epidemiology, genetics and virology. This information, in turn, could significantly aid clinicians in battling viral infections.
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Affiliation(s)
- Daniel Kiselev
- FSBI “Center of Strategic Planning” of the Ministry of Health, 119435 Moscow, Russia; (D.K.); (A.M.); (I.A.); (G.S.)
- I.M. Sechenov First Moscow State Medical University, 119146 Moscow, Russia
| | - Alina Matsvay
- FSBI “Center of Strategic Planning” of the Ministry of Health, 119435 Moscow, Russia; (D.K.); (A.M.); (I.A.); (G.S.)
- Moscow Institute of Physics and Technology, National Research University, 117303 Moscow, Russia
| | - Ivan Abramov
- FSBI “Center of Strategic Planning” of the Ministry of Health, 119435 Moscow, Russia; (D.K.); (A.M.); (I.A.); (G.S.)
| | - Vladimir Dedkov
- Pasteur Institute, Federal Service on Consumers’ Rights Protection and Human Well-Being Surveillance, 197101 Saint-Petersburg, Russia;
- Martsinovsky Institute of Medical Parasitology, Tropical and Vector Borne Diseases, Sechenov First Moscow State Medical University, 119146 Moscow, Russia
| | - German Shipulin
- FSBI “Center of Strategic Planning” of the Ministry of Health, 119435 Moscow, Russia; (D.K.); (A.M.); (I.A.); (G.S.)
| | - Kamil Khafizov
- FSBI “Center of Strategic Planning” of the Ministry of Health, 119435 Moscow, Russia; (D.K.); (A.M.); (I.A.); (G.S.)
- Moscow Institute of Physics and Technology, National Research University, 117303 Moscow, Russia
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Nonindigenous East/Central/South African genotype of chikungunya virus identified in febrile returning travellers in Yunnan, China. J Infect 2020; 80:469-496. [PMID: 31891726 DOI: 10.1016/j.jinf.2019.12.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2019] [Accepted: 12/23/2019] [Indexed: 11/23/2022]
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