Literature DB >> 33211319

Routine laboratory testing to determine if a patient has COVID-19.

Inge Stegeman1,2,3, Eleanor A Ochodo4,5, Fatuma Guleid6, Gea A Holtman7, Bada Yang2, Clare Davenport8,9, Jonathan J Deeks8,9, Jacqueline Dinnes8,9, Sabine Dittrich10, Devy Emperador10, Lotty Hooft11, René Spijker11,12, Yemisi Takwoingi8,9, Ann Van den Bruel13, Junfeng Wang14, Miranda Langendam2, Jan Y Verbakel13, Mariska Mg Leeflang2.   

Abstract

BACKGROUND: Specific diagnostic tests to detect severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and resulting COVID-19 disease are not always available and take time to obtain results. Routine laboratory markers such as white blood cell count, measures of anticoagulation, C-reactive protein (CRP) and procalcitonin, are used to assess the clinical status of a patient. These laboratory tests may be useful for the triage of people with potential COVID-19 to prioritize them for different levels of treatment, especially in situations where time and resources are limited.
OBJECTIVES: To assess the diagnostic accuracy of routine laboratory testing as a triage test to determine if a person has COVID-19. SEARCH
METHODS: On 4 May 2020 we undertook electronic searches in the Cochrane COVID-19 Study Register and the COVID-19 Living Evidence Database from the University of Bern, which is updated daily with published articles from PubMed and Embase and with preprints from medRxiv and bioRxiv. In addition, we checked repositories of COVID-19 publications. We did not apply any language restrictions. SELECTION CRITERIA: We included both case-control designs and consecutive series of patients that assessed the diagnostic accuracy of routine laboratory testing as a triage test to determine if a person has COVID-19. The reference standard could be reverse transcriptase polymerase chain reaction (RT-PCR) alone; RT-PCR plus clinical expertise or and imaging; repeated RT-PCR several days apart or from different samples; WHO and other case definitions; and any other reference standard used by the study authors. DATA COLLECTION AND ANALYSIS: Two review authors independently extracted data from each included study. They also assessed the methodological quality of the studies, using QUADAS-2. We used the 'NLMIXED' procedure in SAS 9.4 for the hierarchical summary receiver operating characteristic (HSROC) meta-analyses of tests for which we included four or more studies. To facilitate interpretation of results, for each meta-analysis we estimated summary sensitivity at the points on the SROC curve that corresponded to the median and interquartile range boundaries of specificities in the included studies. MAIN
RESULTS: We included 21 studies in this review, including 14,126 COVID-19 patients and 56,585 non-COVID-19 patients in total. Studies evaluated a total of 67 different laboratory tests. Although we were interested in the diagnotic accuracy of routine tests for COVID-19, the included studies used detection of SARS-CoV-2 infection through RT-PCR as reference standard. There was considerable heterogeneity between tests, threshold values and the settings in which they were applied. For some tests a positive result was defined as a decrease compared to normal vaues, for other tests a positive result was defined as an increase, and for some tests both increase and decrease may have indicated test positivity. None of the studies had either low risk of bias on all domains or low concerns for applicability for all domains. Only three of the tests evaluated had a summary sensitivity and specificity over 50%. These were: increase in interleukin-6, increase in C-reactive protein and lymphocyte count decrease. Blood count Eleven studies evaluated a decrease in white blood cell count, with a median specificity of 93% and a summary sensitivity of 25% (95% CI 8.0% to 27%; very low-certainty evidence). The 15 studies that evaluated an increase in white blood cell count had a lower median specificity and a lower corresponding sensitivity. Four studies evaluated a decrease in neutrophil count. Their median specificity was 93%, corresponding to a summary sensitivity of 10% (95% CI 1.0% to 56%; low-certainty evidence). The 11 studies that evaluated an increase in neutrophil count had a lower median specificity and a lower corresponding sensitivity. The summary sensitivity of an increase in neutrophil percentage (4 studies) was 59% (95% CI 1.0% to 100%) at median specificity (38%; very low-certainty evidence). The summary sensitivity of an increase in monocyte count (4 studies) was 13% (95% CI 6.0% to 26%) at median specificity (73%; very low-certainty evidence). The summary sensitivity of a decrease in lymphocyte count (13 studies) was 64% (95% CI 28% to 89%) at median specificity (53%; low-certainty evidence). Four studies that evaluated a decrease in lymphocyte percentage showed a lower median specificity and lower corresponding sensitivity. The summary sensitivity of a decrease in platelets (4 studies) was 19% (95% CI 10% to 32%) at median specificity (88%; low-certainty evidence). Liver function tests The summary sensitivity of an increase in alanine aminotransferase (9 studies) was 12% (95% CI 3% to 34%) at median specificity (92%; low-certainty evidence). The summary sensitivity of an increase in aspartate aminotransferase (7 studies) was 29% (95% CI 17% to 45%) at median specificity (81%) (low-certainty evidence). The summary sensitivity of a decrease in albumin (4 studies) was 21% (95% CI 3% to 67%) at median specificity (66%; low-certainty evidence). The summary sensitivity of an increase in total bilirubin (4 studies) was 12% (95% CI 3.0% to 34%) at median specificity (92%; very low-certainty evidence). Markers of inflammation The summary sensitivity of an increase in CRP (14 studies) was 66% (95% CI 55% to 75%) at median specificity (44%; very low-certainty evidence). The summary sensitivity of an increase in procalcitonin (6 studies) was 3% (95% CI 1% to 19%) at median specificity (86%; very low-certainty evidence). The summary sensitivity of an increase in IL-6 (four studies) was 73% (95% CI 36% to 93%) at median specificity (58%) (very low-certainty evidence). Other biomarkers The summary sensitivity of an increase in creatine kinase (5 studies) was 11% (95% CI 6% to 19%) at median specificity (94%) (low-certainty evidence). The summary sensitivity of an increase in serum creatinine (four studies) was 7% (95% CI 1% to 37%) at median specificity (91%; low-certainty evidence). The summary sensitivity of an increase in lactate dehydrogenase (4 studies) was 25% (95% CI 15% to 38%) at median specificity (72%; very low-certainty evidence). AUTHORS'
CONCLUSIONS: Although these tests give an indication about the general health status of patients and some tests may be specific indicators for inflammatory processes, none of the tests we investigated are useful for accurately ruling in or ruling out COVID-19 on their own. Studies were done in specific hospitalized populations, and future studies should consider non-hospital settings to evaluate how these tests would perform in people with milder symptoms.
Copyright © 2020 The Authors. Cochrane Database of Systematic Reviews published by John Wiley & Sons, Ltd. on behalf of The Cochrane Collaboration.

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Year:  2020        PMID: 33211319      PMCID: PMC8078159          DOI: 10.1002/14651858.CD013787

Source DB:  PubMed          Journal:  Cochrane Database Syst Rev        ISSN: 1361-6137


  34 in total

1.  GRADE guidelines: 21 part 1. Study design, risk of bias, and indirectness in rating the certainty across a body of evidence for test accuracy.

Authors:  Holger J Schünemann; Reem A Mustafa; Jan Brozek; Karen R Steingart; Mariska Leeflang; Mohammad Hassan Murad; Patrick Bossuyt; Paul Glasziou; Roman Jaeschke; Stefan Lange; Joerg Meerpohl; Miranda Langendam; Monica Hultcrantz; Gunn E Vist; Elie A Akl; Mark Helfand; Nancy Santesso; Lotty Hooft; Rob Scholten; Måns Rosen; Anne Rutjes; Mark Crowther; Paola Muti; Heike Raatz; Mohammed T Ansari; John Williams; Regina Kunz; Jeff Harris; Ingrid Arévalo Rodriguez; Mikashmi Kohli; Gordon H Guyatt
Journal:  J Clin Epidemiol       Date:  2020-02-12       Impact factor: 6.437

2.  Distinguishing COVID-19 From Influenza Pneumonia in the Early Stage Through CT Imaging and Clinical Features.

Authors:  Zhiqi Yang; Daiying Lin; Xiaofeng Chen; Jinming Qiu; Shengkai Li; Ruibin Huang; Zhijian Yang; Hongfu Sun; Yuting Liao; Jianning Xiao; Yanyan Tang; Xiangguang Chen; Sheng Zhang; Zhuozhi Dai
Journal:  Front Microbiol       Date:  2022-05-06       Impact factor: 6.064

3.  The value of urine biochemical parameters in the prediction of the severity of coronavirus disease 2019.

Authors:  Rui Liu; Qingfeng Ma; Huan Han; Hanwen Su; Fang Liu; Kailang Wu; Wei Wang; Chengliang Zhu
Journal:  Clin Chem Lab Med       Date:  2020-06-25       Impact factor: 3.694

4.  [Characteristics of peripheral blood leukocyte differential counts in patients with COVID-19].

Authors:  Y X Li; W Wu; T Yang; W Zhou; Y M Fu; Q M Feng; J M Ye
Journal:  Zhonghua Nei Ke Za Zhi       Date:  2020-03-01

5.  QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies.

Authors:  Penny F Whiting; Anne W S Rutjes; Marie E Westwood; Susan Mallett; Jonathan J Deeks; Johannes B Reitsma; Mariska M G Leeflang; Jonathan A C Sterne; Patrick M M Bossuyt
Journal:  Ann Intern Med       Date:  2011-10-18       Impact factor: 25.391

6.  Can routine laboratory tests discriminate SARS-CoV-2-infected pneumonia from other causes of community-acquired pneumonia?

Authors:  Yunbao Pan; Guangming Ye; Xiantao Zeng; Guohong Liu; Xiaojiao Zeng; Xianghu Jiang; Jin Zhao; Liangjun Chen; Shuang Guo; Qiaoling Deng; Xiaoyue Hong; Ying Yang; Yirong Li; Xinghuan Wang
Journal:  Clin Transl Med       Date:  2020-01

7.  Initial clinical features of suspected coronavirus disease 2019 in two emergency departments outside of Hubei, China.

Authors:  Wanbo Zhu; Kai Xie; Hui Lu; Lei Xu; Shusheng Zhou; Shiyuan Fang
Journal:  J Med Virol       Date:  2020-03-24       Impact factor: 20.693

8.  Rapid, point-of-care antigen and molecular-based tests for diagnosis of SARS-CoV-2 infection.

Authors:  Jacqueline Dinnes; Jonathan J Deeks; Ada Adriano; Sarah Berhane; Clare Davenport; Sabine Dittrich; Devy Emperador; Yemisi Takwoingi; Jane Cunningham; Sophie Beese; Janine Dretzke; Lavinia Ferrante di Ruffano; Isobel M Harris; Malcolm J Price; Sian Taylor-Phillips; Lotty Hooft; Mariska Mg Leeflang; René Spijker; Ann Van den Bruel
Journal:  Cochrane Database Syst Rev       Date:  2020-08-26

9.  Immunopathological characteristics of coronavirus disease 2019 cases in Guangzhou, China.

Authors:  Mingkai Tan; Yanxia Liu; Ruiping Zhou; Xilong Deng; Fang Li; Kaiyan Liang; Yaling Shi
Journal:  Immunology       Date:  2020-07       Impact factor: 7.397

10.  Persistence and clearance of viral RNA in 2019 novel coronavirus disease rehabilitation patients.

Authors:  Yun Ling; Shui-Bao Xu; Yi-Xiao Lin; Di Tian; Zhao-Qin Zhu; Fa-Hui Dai; Fan Wu; Zhi-Gang Song; Wei Huang; Jun Chen; Bi-Jie Hu; Sheng Wang; En-Qiang Mao; Lei Zhu; Wen-Hong Zhang; Hong-Zhou Lu
Journal:  Chin Med J (Engl)       Date:  2020-05-05       Impact factor: 2.628

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  26 in total

Review 1.  Rapid, point-of-care antigen tests for diagnosis of SARS-CoV-2 infection.

Authors:  Jacqueline Dinnes; Pawana Sharma; Sarah Berhane; Susanna S van Wyk; Nicholas Nyaaba; Julie Domen; Melissa Taylor; Jane Cunningham; Clare Davenport; Sabine Dittrich; Devy Emperador; Lotty Hooft; Mariska Mg Leeflang; Matthew Df McInnes; René Spijker; Jan Y Verbakel; Yemisi Takwoingi; Sian Taylor-Phillips; Ann Van den Bruel; Jonathan J Deeks
Journal:  Cochrane Database Syst Rev       Date:  2022-07-22

Review 2.  Two Years into the COVID-19 Pandemic: Lessons Learned.

Authors:  Severino Jefferson Ribeiro da Silva; Jessica Catarine Frutuoso do Nascimento; Renata Pessôa Germano Mendes; Klarissa Miranda Guarines; Caroline Targino Alves da Silva; Poliana Gomes da Silva; Jurandy Júnior Ferraz de Magalhães; Justin R J Vigar; Abelardo Silva-Júnior; Alain Kohl; Keith Pardee; Lindomar Pena
Journal:  ACS Infect Dis       Date:  2022-08-08       Impact factor: 5.578

Review 3.  Thoracic imaging tests for the diagnosis of COVID-19.

Authors:  Sanam Ebrahimzadeh; Nayaar Islam; Haben Dawit; Jean-Paul Salameh; Sakib Kazi; Nicholas Fabiano; Lee Treanor; Marissa Absi; Faraz Ahmad; Paul Rooprai; Ahmed Al Khalil; Kelly Harper; Neil Kamra; Mariska Mg Leeflang; Lotty Hooft; Christian B van der Pol; Ross Prager; Samanjit S Hare; Carole Dennie; René Spijker; Jonathan J Deeks; Jacqueline Dinnes; Kevin Jenniskens; Daniël A Korevaar; Jérémie F Cohen; Ann Van den Bruel; Yemisi Takwoingi; Janneke van de Wijgert; Junfeng Wang; Elena Pena; Sandra Sabongui; Matthew Df McInnes
Journal:  Cochrane Database Syst Rev       Date:  2022-05-16

Review 4.  Signs and symptoms to determine if a patient presenting in primary care or hospital outpatient settings has COVID-19.

Authors:  Thomas Struyf; Jonathan J Deeks; Jacqueline Dinnes; Yemisi Takwoingi; Clare Davenport; Mariska Mg Leeflang; René Spijker; Lotty Hooft; Devy Emperador; Julie Domen; Anouk Tans; Stéphanie Janssens; Dakshitha Wickramasinghe; Viktor Lannoy; Sebastiaan R A Horn; Ann Van den Bruel
Journal:  Cochrane Database Syst Rev       Date:  2022-05-20

Review 5.  Tools and Techniques for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2)/COVID-19 Detection.

Authors:  Seyed Hamid Safiabadi Tali; Jason J LeBlanc; Zubi Sadiq; Oyejide Damilola Oyewunmi; Carolina Camargo; Bahareh Nikpour; Narges Armanfard; Selena M Sagan; Sana Jahanshahi-Anbuhi
Journal:  Clin Microbiol Rev       Date:  2021-05-12       Impact factor: 26.132

6.  Soluble P-selectin as a potential diagnostic and prognostic biomarker for COVID-19 disease: A case-control study.

Authors:  Emre Karsli; Ramazan Sabirli; Emel Altintas; Omer Canacik; Gizem Tukenmez Sabirli; Buse Kaymaz; Özgür Kurt; Aylin Koseler
Journal:  Life Sci       Date:  2021-05-18       Impact factor: 6.780

7.  Signs and symptoms to determine if a patient presenting in primary care or hospital outpatient settings has COVID-19.

Authors:  Thomas Struyf; Jonathan J Deeks; Jacqueline Dinnes; Yemisi Takwoingi; Clare Davenport; Mariska Mg Leeflang; René Spijker; Lotty Hooft; Devy Emperador; Julie Domen; Sebastiaan R A Horn; Ann Van den Bruel
Journal:  Cochrane Database Syst Rev       Date:  2021-02-23

8.  Rapid, point-of-care antigen and molecular-based tests for diagnosis of SARS-CoV-2 infection.

Authors:  Jacqueline Dinnes; Jonathan J Deeks; Sarah Berhane; Melissa Taylor; Ada Adriano; Clare Davenport; Sabine Dittrich; Devy Emperador; Yemisi Takwoingi; Jane Cunningham; Sophie Beese; Julie Domen; Janine Dretzke; Lavinia Ferrante di Ruffano; Isobel M Harris; Malcolm J Price; Sian Taylor-Phillips; Lotty Hooft; Mariska Mg Leeflang; Matthew Df McInnes; René Spijker; Ann Van den Bruel
Journal:  Cochrane Database Syst Rev       Date:  2021-03-24

9.  Utility of Routine Laboratory Biomarkers to Detect COVID-19: A Systematic Review and Meta-Analysis.

Authors:  Jana Suklan; James Cheaveau; Sarah Hill; Samuel G Urwin; Kile Green; Amanda Winter; Timothy Hicks; Anna E Boath; Ashleigh Kernohan; D Ashley Price; A Joy Allen; Eoin Moloney; Sara Graziadio
Journal:  Viruses       Date:  2021-04-30       Impact factor: 5.048

10.  Thoracic imaging tests for the diagnosis of COVID-19.

Authors:  Nayaar Islam; Sanam Ebrahimzadeh; Jean-Paul Salameh; Sakib Kazi; Nicholas Fabiano; Lee Treanor; Marissa Absi; Zachary Hallgrimson; Mariska Mg Leeflang; Lotty Hooft; Christian B van der Pol; Ross Prager; Samanjit S Hare; Carole Dennie; René Spijker; Jonathan J Deeks; Jacqueline Dinnes; Kevin Jenniskens; Daniël A Korevaar; Jérémie F Cohen; Ann Van den Bruel; Yemisi Takwoingi; Janneke van de Wijgert; Johanna Aag Damen; Junfeng Wang; Matthew Df McInnes
Journal:  Cochrane Database Syst Rev       Date:  2021-03-16
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