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Ali A, Manzoor S, Ali T, Asim M, Muhammad G, Ahmad A, Jamaludin MI, Devaraj S, Munawar N. Innovative aspects and applications of single cell technology for different diseases. Am J Cancer Res 2024; 14:4028-4048. [PMID: 39267684 PMCID: PMC11387862 DOI: 10.62347/vufu1836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Accepted: 08/24/2024] [Indexed: 09/15/2024] Open
Abstract
Recent developments in single-cell technologies have provided valuable insights from cancer genomics to complex microbial communities. Single-cell technologies including the RNA-seq, next-generation sequencing (NGS), epigenomics, genomics, and transcriptomics can be used to uncover the single cell nature and molecular characterization of individual cells. These technologies also reveal the cellular transition states, evolutionary relationships between genes, the complex structure of single-cell populations, cell-to-cell interaction leading to biological discoveries and more reliable than traditional bulk technologies. These technologies are becoming the first choice for the early detection of inflammatory biomarkers affecting the proliferation and progression of tumor cells in the tumor microenvironment and improving the clinical efficacy of patients undergoing immunotherapy. These technologies also hold a central position in the detection of checkpoint inhibitors and thus determining the signaling pathways evoked by tumor invasion. This review addressed the emerging approaches of single cell-based technologies in cancer immunotherapies and different human diseases at cellular and molecular levels and the emerging role of sequencing technologies leading to drug discovery. Advancements in these technologies paved for discovering novel diagnostic markers for better understanding the pathological and biochemical mechanisms also for controlling the rate of different diseases.
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Affiliation(s)
- Ashiq Ali
- Department of Histology and Embryology, Shantou University Medical College Shantou 515041, Guangdong, China
| | - Saba Manzoor
- Department of Zoology, University of Sialkot Sialkot 51310, Pakistan
| | - Tayyab Ali
- Clinico-Molecular Biochemistry Laboratory, Department of Biochemistry, University of Agriculture Faisalabad 38000, Pakistan
| | - Muhammad Asim
- Clinico-Molecular Biochemistry Laboratory, Department of Biochemistry, University of Agriculture Faisalabad 38000, Pakistan
| | - Ghulam Muhammad
- Jinnah Burn and Reconstructive Surgery Centre, Jinnah Hospital, Allama Iqbal Medical College Lahore 54000, Pakistan
| | - Aftab Ahmad
- Biochemistry/Center for Advanced Studies in Agriculture and Food Security (CAS-AFS), University of Agriculture Faisalabad 38040, Pakistan
| | - Mohamad Ikhwan Jamaludin
- BioInspired Device and Tissue Engineering Research Group (BioInspira), Department of Biomedical Engineering and Health Sciences, Faculty of Electrical Engineering, Universiti Teknologi Malaysia Johor Bahru 81310, Johor, Malaysia
| | - Sutha Devaraj
- Graduate School of Medicine, Perdana University Wisma Chase Perdana, Changkat Semantan, Damansara Heights, Kuala Lumpur 50490, Malaysia
| | - Nayla Munawar
- Department of Chemistry, College of Science, United Arab Emirates University Al-Ain 15551, United Arab Emirates
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Jiang L, Liang TW, Al-Odaini N, Hu Y, Huang M, Wei L, Li XY, Pan KS, Zheng DY, Jiang ZW, Wei G, Cao CW. Metagenomic Next-Generation Sequencing as an Effective Diagnostic Tool for Talaromycosis in HIV-Negative Patients. Mycopathologia 2024; 189:63. [PMID: 38985209 DOI: 10.1007/s11046-024-00866-x] [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: 02/04/2024] [Accepted: 06/05/2024] [Indexed: 07/11/2024]
Abstract
The diagnosis of Talaromyces marneffei infection in HIV-negative patients remains challenging. There is an urgent need for rapid and convenient methods to diagnose this complicated disease. The aim of this study was to evaluate the diagnostic efficiency of metagenomic next-generation sequencing (mNGS) for talaromycosis in non-HIV-infected patients by comparing mNGS with traditional microbial culture. In total, 66 samples from 57 patients were analyzed via both mNGS and microbial culture. The ROC curve showed a sensitivity for mNGS of 97.22%, which was greater than that of microbial culture (61.11%). Samples from the respiratory tract, infectious skin lesions, and lymph nodes are recommended as routine samples for talaromycosis detection via mNGS. Furthermore, mNGS significantly reduced the diagnostic time compared to microbial culture. Overall, our study demonstrated that mNGS is a promising tool for rapid and accurate pathogenic detection in HIV-negative patients with talaromycosis.
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Affiliation(s)
- Li Jiang
- Department of Dermatology and Venereology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
- Fangchenggang Wanqing Institute of Mycosis Prevention and Control, Fangchenggang, China
| | - Tian-Wei Liang
- Department of Dermatology and Venereology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
- Fangchenggang Wanqing Institute of Mycosis Prevention and Control, Fangchenggang, China
| | - Najwa Al-Odaini
- Department of Dermatology and Venereology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
- Fangchenggang Wanqing Institute of Mycosis Prevention and Control, Fangchenggang, China
| | - Yuan Hu
- Richardson Medical Fungal Laboratory, Guangzhou Centre for Fungal Diagnostics and Research, Guangzhou, China
| | - Minli Huang
- Department of Ophthalmology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Lili Wei
- Department of Dermatology and Venereology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
- Fangchenggang Wanqing Institute of Mycosis Prevention and Control, Fangchenggang, China
| | - Xiu-Ying Li
- Department of Dermatology and Venereology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
- Fangchenggang Wanqing Institute of Mycosis Prevention and Control, Fangchenggang, China
| | - Kai-Su Pan
- Department of Dermatology and Venereology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
- Fangchenggang Wanqing Institute of Mycosis Prevention and Control, Fangchenggang, China
| | - Dong-Yan Zheng
- Department of Dermatology and Venereology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
- Fangchenggang Wanqing Institute of Mycosis Prevention and Control, Fangchenggang, China
| | - Zhi-Wen Jiang
- Department of Dermatology and Venereology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China
- Fangchenggang Wanqing Institute of Mycosis Prevention and Control, Fangchenggang, China
| | - Gao Wei
- Department of Dermatology and Venereology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China.
- Fangchenggang Wanqing Institute of Mycosis Prevention and Control, Fangchenggang, China.
| | - Cun-Wei Cao
- Department of Dermatology and Venereology, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China.
- Fangchenggang Wanqing Institute of Mycosis Prevention and Control, Fangchenggang, China.
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Wang D, Chen H, Zhao C, Song H, Zhang J, Zhao F, Liang J, Xu W, Tang Y, Xu X. The impact of neutrophil count on the results of metagenomic next-generation sequencing in immunocompromised febrile children. Heliyon 2024; 10:e32816. [PMID: 38975197 PMCID: PMC11226820 DOI: 10.1016/j.heliyon.2024.e32816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 06/09/2024] [Accepted: 06/10/2024] [Indexed: 07/09/2024] Open
Abstract
Metagenomic next-generation sequencing (mNGS) has revolutionized the detection of pathogens, particularly in immunocompromised individuals such as pediatric patients undergoing intensive chemotherapy and hematopoietic stem cell transplantation. This study aims to explore the impact of neutrophil count on the diagnostic efficacy of mNGS in diagnosing infections in pediatric patients with febrile diseases. We conducted a retrospective analysis of pediatric patients with febrile diseases in the hematology/oncology department from January 2019 to September 2022. The study included 387 patients with 516 febrile episodes. Analyzing data from 516 pediatric cases, our study found that 70.7 % had febrile neutropenia (FN) and 29.3 % had febrile without neutropenia (FWN). mNGS demonstrated a high positive detection rate of 84.9 %, compared to 29.7 % for conventional microbiological tests (CMT). While the positive detection rates of mNGS were similar in both FN and FWN groups, bacterial pathogens were more frequently detected in FN patients. Furthermore, the rate of identifying a "probable" microbial etiology was lower in the FN group (46.8 %) compared to the FWN group (65.6 %, p<0.001). When analyzing the types of organisms and specimens, the "probable" identification rates were particularly lower for viruses and fungi detected by mNGS, as well as in blood and nasopharyngeal swab samples. These findings underscore the significant influence of neutrophil counts on mNGS results in pediatric febrile patients and highlight the necessity for tailored diagnostic approaches in this population.
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Affiliation(s)
- Di Wang
- Division/Center of Pediatric Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Haipin Chen
- Division/Center of Pediatric Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
| | - Cheng Zhao
- Division/Center of Pediatric Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
| | - Hua Song
- Division/Center of Pediatric Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Jingying Zhang
- Division/Center of Pediatric Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Fenying Zhao
- Division/Center of Pediatric Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Juan Liang
- Division/Center of Pediatric Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Weiqun Xu
- Division/Center of Pediatric Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Yongmin Tang
- Division/Center of Pediatric Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR China
| | - Xiaojun Xu
- Division/Center of Pediatric Hematology-Oncology, Children's Hospital of Zhejiang University School of Medicine, PR China
- The Pediatric Leukemia Diagnostic and Therapeutic Technology Research Center of Zhejiang Province, National Clinical Research Center for Child Health, PR 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: 7] [Impact Index Per Article: 7.0] [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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Qi Y, Lin WQ, Liao B, Chen JW, Chen ZS. Blood plasma metagenomic next-generation sequencing for identifying pathogens of febrile neutropenia in acute leukemia patients. Sci Rep 2023; 13:20297. [PMID: 37985857 PMCID: PMC10662164 DOI: 10.1038/s41598-023-47685-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 11/16/2023] [Indexed: 11/22/2023] Open
Abstract
To investigate the value of metagenomic next-generation sequencing (mNGS) in acute leukemia (AL) patients with febrile neutropenia (FN). We retrospectively reviewed 37 AL patients with FN and compared the results of mNGS with blood culture (BC) and the clinical features of the mNGS-positive group and the mNGS-negative group. A total of 14 detected pathogens were the final clinical diagnosis, of which 9 strains were detected only by mNGS and 5 strains were detected by both mNGS and BC. The top pathogens were Klebsiella pneumoniae, Pseudomonas aeruginosa and Stenotrophomonas maltophilia. A total of 67.57% (25/37) were bacterial infections, and 2.7% (1/37) were fungal or viral infections. The diagnostic positivity rate of mNGS (25/37, 67.6%) was significantly higher than that of BC (7/37, 18.9%), and the difference was statistically significant (p < 0.05). Then, we explored the clinical distinction between the mNGS-positive group and the mNGS-negative group, and 3 features were filtered, including lymphocyte count (LY), creatinine levels (Cr), and white blood cell count (WBC). Our study demonstrated that early implementation of mNGS can effectively improve the efficacy of pathogen detection in AL patients with FN. The higher diagnostic positivity rate and the ability to detect additional pathogens compared to BC made mNGS a valuable tool in the management of infectious complications in this patient population. Furthermore, the identified clinical features associated with mNGS results provided additional insights for the clinical indication of infection in AL patients with FN.
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Affiliation(s)
- Yan Qi
- Department of Hematology, The Affiliated People's Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China.
| | - Wu-Qiang Lin
- Department of Hematology, The First Hospital of Putian City, Putian, Fujian, China
| | - Bin Liao
- Department of Hematology, The Affiliated People's Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| | - Jia-Wei Chen
- Department of Hematology, The Affiliated People's Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| | - Ze-Song Chen
- Department of Hematology, The Affiliated People's Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
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A case for investment in clinical metagenomics in low-income and middle-income countries. THE LANCET. MICROBE 2023; 4:e192-e199. [PMID: 36563703 DOI: 10.1016/s2666-5247(22)00328-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 10/24/2022] [Accepted: 10/25/2022] [Indexed: 12/24/2022]
Abstract
Clinical metagenomics is the diagnostic approach with the broadest capacity to detect both known and novel pathogens. Clinical metagenomics is costly to run and requires infrastructure, but the use of next-generation sequencing for SARS-CoV-2 molecular epidemiology in low-income and middle-income countries (LMICs) offers an opportunity to direct this infrastructure to the establishment of clinical metagenomics programmes. Local implementation of clinical metagenomics is important to create relevant systems and evaluate cost-effective methodologies for its use, as well as to ensure that reference databases and result interpretation tools are appropriate to local epidemiology. Rational implementation, based on the needs of LMICs and the available resources, could ultimately improve individual patient care in instances in which available diagnostics are inadequate and supplement emerging infectious disease surveillance systems to ensure the next pandemic pathogen is quickly identified.
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Metagenomic Next-Generation Sequencing (mNGS) for the Timely Diagnosis of Carbapenem-Resistant Klebsiella pneumoniae in Leukemia Patients. Case Rep Infect Dis 2022; 2022:6957028. [DOI: 10.1155/2022/6957028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 11/18/2022] [Accepted: 11/22/2022] [Indexed: 12/13/2022] Open
Abstract
This report shows the contribution of metagenomic next-generation sequencing (mNGS) as an alternative to challenging diagnostic infection in immunosuppressed individuals. Herein, we report two leukemia patients who developed severe infections due to carbapenem-resistant Klebsiella pneumoniae (CrKP). The mNGS can be strongly recommended as an alternative investigation for patients who are at high risk of infection without positivity on body fluid culture. This can provide the opportunity for adequate therapy.
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Kong M, Li W, Kong Q, Dong H, Han A, Jiang L. Application of metagenomic next-generation sequencing in cutaneous tuberculosis. Front Cell Infect Microbiol 2022; 12:942073. [PMID: 36211955 PMCID: PMC9539668 DOI: 10.3389/fcimb.2022.942073] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 09/12/2022] [Indexed: 11/13/2022] Open
Abstract
Tuberculous infection in a skin wound is a rare but well-known condition. This study describes a child infected with tuberculosis after being wounded. Because of swelling and pain in his wrist tissue, he was admitted to the Affiliated Hospital of Jining Medical University of Shandong Province on 16 October 2021. His medical history only included a wound. He was discharged after debridement. The laboratory data were normal. Two months after surgery, his wound was still swollen and painful. Secretions from the wound were sent for metagenomic next-generation sequencing (mNGS), which revealed three reads related to the Mycobacterium tuberculosis complex group (MTBC). A diagnosis of cutaneous tuberculosis (TB) was made. The wound disappeared after anti-TB drugs were administered. This case demonstrates that, while TB presenting as a severe cutaneous wound is rare, it should be considered in the clinical diagnosis. Clinicians should also pay attention to extrapulmonary infection with MTBC in patients, particularly in some long-suffering patients, and identify the specific pathogen as soon as possible. mNGS could help to identify pathogens and facilitate early treatment, thereby improving the prognosis.
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Affiliation(s)
- Min Kong
- Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, China
- Medical Laboratory of Jining Medical University, Jining Medical University, Jining, China
| | - Wei Li
- Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, China
| | - Qingsheng Kong
- Medical Laboratory of Jining Medical University, Jining Medical University, Jining, China
| | - Haixin Dong
- Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, China
| | - Aizhong Han
- Medical Laboratory of Jining Medical University, Jining Medical University, Jining, China
| | - Liqing Jiang
- Affiliated Hospital of Jining Medical University, Jining Medical University, Jining, China
- Medical Laboratory of Jining Medical University, Jining Medical University, Jining, China
- *Correspondence: Liqing Jiang,
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Yek C, Pacheco AR, Vanaerschot M, Bohl JA, Fahsbender E, Aranda-Díaz A, Lay S, Chea S, Oum MH, Lon C, Tato CM, Manning JE. Metagenomic Pathogen Sequencing in Resource-Scarce Settings: Lessons Learned and the Road Ahead. FRONTIERS IN EPIDEMIOLOGY 2022; 2:926695. [PMID: 36247976 PMCID: PMC9558322 DOI: 10.3389/fepid.2022.926695] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 07/29/2022] [Indexed: 06/16/2023]
Abstract
Metagenomic next-generation sequencing (mNGS) is the process of sequencing all genetic material in a biological sample. The technique is growing in popularity with myriad applications including outbreak investigation, biosurveillance, and pathogen detection in clinical samples. However, mNGS programs are costly to build and maintain, and additional obstacles faced by low- and middle-income countries (LMICs) may further widen global inequities in mNGS capacity. Over the past two decades, several important infectious disease outbreaks have highlighted the importance of establishing widespread sequencing capacity to support rapid disease detection and containment at the source. Using lessons learned from the COVID-19 pandemic, LMICs can leverage current momentum to design and build sustainable mNGS programs, which would form part of a global surveillance network crucial to the elimination of infectious diseases.
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Affiliation(s)
- Christina Yek
- Department of Critical Care Medicine, National Institutes of Health Clinical Center, Bethesda, MD, United States
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, Rockville, MD, United States
| | - Andrea R. Pacheco
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
| | | | - Jennifer A. Bohl
- Vaccine Immunology Program, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, Bethesda, MD, United States
| | | | - Andrés Aranda-Díaz
- Chan Zuckerberg Initiative, Redwood City, CA, United States
- Department of Medicine, University of California, San Francisco, San Francisco, CA, United States
| | - Sreyngim Lay
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
| | - Sophana Chea
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
| | - Meng Heng Oum
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
| | - Chanthap Lon
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
| | | | - Jessica E. Manning
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, Rockville, MD, United States
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
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Taylor MG, Nicholas SK, Forbes Satter LR, Martinez C, Cameron LH. Plasma Metagenomic Sequencing Expedites Diagnosis of Disseminated BCG in an Infant With IKBKB Mutation. Pediatr Infect Dis J 2022; 41:430-435. [PMID: 35067643 DOI: 10.1097/inf.0000000000003465] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Infants with inborn errors of immunity (IEI), born in countries where Bacillus-Calmette-Guerin (BCG) vaccination is recommended at birth, are at risk of developing infectious complications following vaccination. A prompt diagnosis of disseminated BCG infection in these infants is essential, as many will require stem cell transplantation (SCT) for the immunologic cure. In patients with IEI, the mortality risk from disseminated mycobacterial infection is high, both before and following SCT. METHODS A 7-month-old Qatari infant with an IEI, homozygous IKBKB gene mutation, was evaluated at our institution for SCT. He had a history of recurrent pneumonias, but pretransplant evaluation revealed negative cultures from bronchoalveolar fluid, blood and urine. At 8 months of age, the infant developed skin nodules of unclear etiology, prompting additional evaluation. RESULTS Given his profound immunosuppression and receipt of broad-spectrum antimicrobials, plasma metagenomic next-generation sequencing (mNGS) was obtained and identified Mycobacterium tuberculosis complex within 72 hours. A skin biopsy was performed, and antimycobacterial therapy was initiated. Mycobacterium bovis-BCG was confirmed from cultures 3 weeks later. Treatment was complicated by elevated serum liver transaminases and aminoglycoside-associated high-frequency hearing loss. The infant completed 14 months of treatment from engraftment. Evaluation for active BCG infection after SCT was negative. CONCLUSION In an infant with a unique IEI, plasma mNGS provided the first diagnosis of disseminated BCG infection. We believe that early initiation of antimycobacterial treatment improved the infant's clinical outcome. Plasma mNGS testing should be considered as a noninvasive screen for infectious pathogens in children with IEIs before SCT.
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Affiliation(s)
- Margaret G Taylor
- From the Department of Pediatrics, Section of Infectious Diseases, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
| | - Sarah K Nicholas
- Department of Pediatrics, Section of Immunology Allergy and Retrovirology, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
| | - Lisa R Forbes Satter
- Department of Pediatrics, Section of Immunology Allergy and Retrovirology, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
| | - Caridad Martinez
- Department of Pediatrics, Section of Hematology-Oncology, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
| | - Lindsay H Cameron
- From the Department of Pediatrics, Section of Infectious Diseases, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas
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Miller S, Chiu C. The Role of Metagenomics and Next-Generation Sequencing in Infectious Disease Diagnosis. Clin Chem 2021; 68:115-124. [PMID: 34969106 DOI: 10.1093/clinchem/hvab173] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 08/06/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND Metagenomic next-generation sequencing (mNGS) for pathogen detection is becoming increasingly available as a method to identify pathogens in cases of suspected infection. mNGS analyzes the nucleic acid content of patient samples with high-throughput sequencing technologies to detect and characterize microorganism DNA and/or RNA. This unbiased approach to organism detection enables diagnosis of a broad spectrum of infection types and can identify more potential pathogens than any single conventional test. This can lead to improved ability to diagnose patients, although there remains concern regarding contamination and detection of nonclinically significant organisms. CONTENT We describe the laboratory approach to mNGS testing and highlight multiple considerations that affect diagnostic performance. We also summarize recent literature investigating the diagnostic performance of mNGS assays for a variety of infection types and recommend further studies to evaluate the improvement in clinical outcomes and cost-effectiveness of mNGS testing. SUMMARY The majority of studies demonstrate that mNGS has sensitivity similar to specific PCR assays and will identify more potential pathogens than conventional methods. While many of these additional organism detections correlate with the expected pathogen spectrum based on patient presentations, there are relatively few formal studies demonstrating whether these are true-positive infections and benefits to clinical outcomes. Reduced specificity due to contamination and clinically nonsignificant organism detections remains a major concern, emphasizing the importance of careful interpretation of the organism pathogenicity and potential association with the clinical syndrome. Further research is needed to determine the possible improvement in clinical outcomes and cost-effectiveness of mNGS testing.
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Affiliation(s)
- Steve Miller
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Charles Chiu
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA, USA.,Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
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Multiple drugs. REACTIONS WEEKLY 2021. [PMCID: PMC8461392 DOI: 10.1007/s40278-021-02856-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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