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1.
Viruses ; 14(2)2022 01 18.
Article in English | MEDLINE | ID: covidwho-1625696

ABSTRACT

Identification of the SARS-CoV-2 virus by RT-PCR from a nasopharyngeal swab sample is a common test for diagnosing COVID-19. However, some patients present clinical, laboratorial, and radiological evidence of COVID-19 infection with negative RT-PCR result(s). Thus, we assessed whether positive results were associated with intubation and mortality. This study was conducted in a Brazilian tertiary hospital from March to August of 2020. All patients had clinical, laboratory, and radiological diagnosis of COVID-19. They were divided into two groups: positive (+) RT-PCR group, with 2292 participants, and negative (-) RT-PCR group, with 706 participants. Patients with negative RT-PCR testing and an alternative most probable diagnosis were excluded from the study. The RT-PCR(+) group presented increased risk of intensive care unit (ICU) admission, mechanical ventilation, length of hospital stay, and 28-day mortality, when compared to the RT-PCR(-) group. A positive SARS-CoV-2 RT-PCR result was independently associated with intubation and 28 day in-hospital mortality. Accordingly, we concluded that patients with a COVID-19 diagnosis based on clinical data, despite a negative RT-PCR test from nasopharyngeal samples, presented more favorable outcomes than patients with positive RT-PCR test(s).


Subject(s)
COVID-19 Nucleic Acid Testing/statistics & numerical data , COVID-19/diagnosis , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2/genetics , Academic Medical Centers/statistics & numerical data , Aged , Brazil , COVID-19/mortality , COVID-19/virology , COVID-19 Nucleic Acid Testing/methods , Female , Hospital Mortality , Hospitalization/statistics & numerical data , Humans , Intensive Care Units/statistics & numerical data , Male , Middle Aged , Nasopharynx/virology , Retrospective Studies , Risk Factors
2.
Rev Esp Quimioter ; 33(6): 422-429, 2020 Dec.
Article in Spanish | MEDLINE | ID: covidwho-1390021

ABSTRACT

OBJECTIVE: Since the discovery of the SARS-CoV-2 virus, the polymerase chain reaction technique (RT-PCR) has become the fundamental method for diagnosing the disease in its acute phase. The objective is to describe the demand-based series of RT-PCR determinations received at a Microbiology Service at a third-level reference hospital for a health area for three months spanning from the onset of the epidemic by SARS-CoV-2. METHODS: A retrospective analysis of the total of the RT-PCR requested in the Microbiology Service analyzed from 02/25/2020 to 05/26/2020 (90 days) has been carried out. They have been grouped by epidemiological weeks and by the petitioner service. A descriptive analysis was carried out by age, gender and number of requests for each patient. In the tests carried out, a confidence level of 95% (p <0.05) was considered significant. RESULTS: A total of 27,106 requests was received corresponding to 22,037 patients. Median age 53.7 (RIC 40.9-71.7) years, women: 61.3%. Proportion of patients with any positive RT-PCR: 14%. Of the total requests for RT-PCR, positive 3,710. Week 13 had the highest diagnosis performance (39.0%). The primary care has been the service thar has made the most requests (15,953). Patients with 3 or more RT-PCR: 565, of them, 19 patients had a positive result after previously having a negative one. CONCLUSIONS: Requests have been increasing depending on the evolution of the epidemic. The RT-PCR has a high diagnostic performance in the phases of highest contagiousness and / or transmissibility of the virus.


Subject(s)
COVID-19/diagnosis , Pandemics , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2/isolation & purification , Adolescent , Adult , Aged , Aged, 80 and over , COVID-19/epidemiology , Child , Child, Preschool , Confidence Intervals , Female , Health Services Needs and Demand/statistics & numerical data , Humans , Infant , Infant, Newborn , Male , Middle Aged , Primary Health Care/statistics & numerical data , Retrospective Studies , Spain/epidemiology , Statistics, Nonparametric , Young Adult
3.
Int J Med Sci ; 18(12): 2545-2550, 2021.
Article in English | MEDLINE | ID: covidwho-1248381

ABSTRACT

Objectives: The epidemiological and clinical characteristics of patients with coronavirus disease 2019 (COVID-19) have been researched. However, the prevalence of repositivity by real-time PCR for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) remains unclear. Methods: A retrospective study was conducted involving 599 discharged patients with COVID-19 in a single medical centre. The clinical features of patients during their hospitalization and 14-day post-discharge quarantine were collected. Results: A total of 122 patients (20.4%) out of 599 patients retested positive after discharge. Specifically, 94 (15.7%) retested positive within 24 h of discharge, and another 28 patients (4.7%) were repositive on day 7 after discharge, although none showed any clinical symptomatic recurrence. Both repositives and non­repositives have similar patterns of IgG and IgM. Notably, the length of hospitalization of non-repositive patients was longer than that of 24-h repositive patients and 7-day repositive patients. In addition, the length of hospitalization of 24-h repositive patients was shorter than that of 7-day repositive patients, indicating that the length of hospitalization was also a determinant of viral shedding. Conclusion: Our study provides further information for improving the management of recovered and discharged patients, and further studies should be performed to elucidate the infectiveness of individuals with prolonged or RNA repositivity.


Subject(s)
Aftercare/statistics & numerical data , COVID-19 Nucleic Acid Testing/statistics & numerical data , COVID-19/diagnosis , SARS-CoV-2/isolation & purification , Adolescent , Adult , Antibodies, Viral/blood , Antibodies, Viral/immunology , COVID-19/blood , COVID-19/epidemiology , COVID-19/therapy , Female , Humans , Immunoglobulin G/blood , Immunoglobulin G/immunology , Immunoglobulin M/blood , Immunoglobulin M/immunology , Length of Stay/statistics & numerical data , Male , Middle Aged , Patient Discharge , RNA, Viral/isolation & purification , Retrospective Studies , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2/genetics , SARS-CoV-2/immunology , Severity of Illness Index , Virus Shedding/immunology , Young Adult
4.
BMJ Open Gastroenterol ; 8(1)2021 05.
Article in English | MEDLINE | ID: covidwho-1236440

ABSTRACT

OBJECTIVE: This study will test the performance of the anal swab PCR test when compared with the nasopharyngeal swab PCR test as a diagnostic tool for COVID-19. DESIGN: An observational descriptive study which included hospitalised suspected, or probable cases of hopitalised COVID-19 patients, conducted in Dr. Cipto Mangunkusumo National Hospital, Ciputra Hospital, Mitra Keluarga Depok Hospital and Mitra Keluarga Kelapa Gading Hospital, Indonesia. Epidemiological, clinical, laboratory and radiology data were obtained. Nasopharyngeal and anal swabs specimens were collected for SARS-CoV-2 RNA detection. RESULTS: We analysed 136 subjects as part of this study. The clinical spectrum of COVID-19 manifesation in this study was typical of hospitalised patients, with 25% classified as mild cases, 14.7% in severe condition and 12.5% of subjects classified as having acute respiratory distress syndrome. When compared with nasopharyngeal swab as the standard specimen for reverse transcription polymerase chain reaction (RT-PCR) detection of SARS-CoV-2 antigen, the sensitivity and specificity of the anal swab was 36.7% and 93.8%, respectively. The positive and negative predictive value were 97.8% and 16.5 %, respectively. The performance of the anal swab remained similar when only the subgroup of patients with gastrointestinal symptoms (n=92, 67.6%) was analysed (sensitivity 40% and specificity 91.7%). Out of all the subjects included in analysis, 67.6% had gastrointestinal symptoms. Similarly, 73.3% of patients in the anal swab-positive group had gastrointestinal symptoms. The two most common gastrointestinal symptoms in the subjects' population were nausea and anorexia. CONCLUSION: Anal swab specimen has low sensitivity (36.7%) but high specificity (93.8%) for detecting SARS-CoV-2 antigen by RT-PCR. Only one additional positive result was found by anal swab among the nasopharyngeal swab-negative group. Anal swab may not be needed as an additional test at the beginning of a patient's diagnostic investigation and nasopharyngeal swab RT-PCR remains as the standard diagnostic test for COVID-19.


Subject(s)
Anal Canal/virology , COVID-19/diagnosis , Gastrointestinal Diseases/virology , Reverse Transcriptase Polymerase Chain Reaction/methods , SARS-CoV-2/genetics , Adult , COVID-19/epidemiology , COVID-19/virology , COVID-19 Testing/methods , Diagnostic Tests, Routine/standards , Diagnostic Tests, Routine/statistics & numerical data , Female , Gastrointestinal Diseases/diagnosis , Hospitalization , Humans , Indonesia/epidemiology , Male , Middle Aged , Nasopharynx/virology , Predictive Value of Tests , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , Sensitivity and Specificity
5.
Pan Afr Med J ; 38: 68, 2021.
Article in English | MEDLINE | ID: covidwho-1154825

ABSTRACT

Efforts towards slowing down coronavirus (COVID-19) transmission and reducing mortality have focused on timely case detection, isolation and treatment. Availability of laboratory COVID-19 testing capacity using reverse-transcriptase polymerase chain reaction (RT-PCR) was essential for case detection. Hence, it was critical to establish and expand this capacity to test for COVID-19 in Ethiopia. To this end, using a three-phrased approach, potential public and private laboratories with RT-PCR technology were assessed, capacitated with trained human resource and equipped as required. These laboratories were verified to conduct COVID-19 testing with quality assurance checks regularly conducted. Within a 10-month period, COVID-19 testing laboratories increased from zero to 65 in all Regional States with the capacity to conduct 18,454 tests per day. The success of this rapid countrywide expansion of laboratory testing capacity for COVID-19 depended on some key operational implications: the strong laboratory coordination network within the country, the use of non-virologic laboratories, investment in capacity building, digitalization of the data for better information management and establishing quality assurance checks. A weak supply chain for laboratory reagents and consumables, differences in the brands of COVID-19 test kits, frequent breakdowns of the PCR machines and inadequate number of laboratory personnel following the adaption of a 24/7 work schedule were some of the challenges experienced during the process of laboratory expansion. Overall, we learn that multisectoral involvement of laboratories from non-health sectors, an effective supply chain system with an insight into the promotion of local production of laboratory supplies were critical during the laboratory expansion for COVID-19 testing. The consistent support from WHO and other implementing partners to Member States is needed in building the capacity of laboratories across different diagnostic capabilities in line with International Health Regulations. This will enable efficient adaptation to respond to future public health emergencies.


Subject(s)
COVID-19 Testing/methods , COVID-19/diagnosis , Laboratories/standards , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , COVID-19 Testing/standards , Capacity Building , Equipment and Supplies/statistics & numerical data , Ethiopia , Humans , Laboratories/statistics & numerical data , Molecular Diagnostic Techniques/methods , Molecular Diagnostic Techniques/standards , Quality Assurance, Health Care , Reverse Transcriptase Polymerase Chain Reaction/standards
6.
Clin Chem Lab Med ; 59(5): 987-994, 2021 04 27.
Article in English | MEDLINE | ID: covidwho-1024424

ABSTRACT

OBJECTIVES: The qualitative results of SARS-CoV-2 specific real-time reverse transcription (RT) PCR are used for initial diagnosis and follow-up of Covid-19 patients and asymptomatic virus carriers. However, clinical decision-making and health management policies often are based additionally on cycle threshold (Ct) values (i.e., quantitative results) to guide patient care, segregation and discharge management of individuals testing positive. Therefore, an analysis of inter-protocol variability is needed to assess the comparability of the quantitative results. METHODS: Ct values reported in a SARS-CoV-2 virus genome detection external quality assessment challenge were analyzed. Three positive and two negative samples were distributed to participating test laboratories. Qualitative results (positive/negative) and quantitative results (Ct values) were assessed. RESULTS: A total of 66 laboratories participated, contributing results from 101 distinct test systems and reporting Ct values for a total of 92 different protocols. In all three positive samples, the means of the Ct values for the E-, N-, S-, RdRp-, and ORF1ab-genes varied by less than two cycles. However, 7.7% of reported results deviated by more than ±4.0 (maximum 18.0) cycles from the respective individual means. These larger deviations appear to be systematic errors. CONCLUSIONS: In an attempt to use PCR diagnostics beyond the identification of infected individuals, laboratories are frequently requested to report Ct values along with a qualitative result. This study highlights the limitations of interpreting Ct values from the various SARS-CoV genome detection protocols and suggests that standardization is necessary in the reporting of Ct values with respect to the target gene.


Subject(s)
COVID-19 Nucleic Acid Testing/methods , DNA, Viral/analysis , Genome, Viral , Reverse Transcriptase Polymerase Chain Reaction/methods , SARS-CoV-2/chemistry , COVID-19/diagnosis , COVID-19 Nucleic Acid Testing/statistics & numerical data , False Negative Reactions , False Positive Reactions , Humans , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data
7.
Cochrane Database Syst Rev ; 6: CD013652, 2020 06 25.
Article in English | MEDLINE | ID: covidwho-981322

ABSTRACT

BACKGROUND: The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus and resulting COVID-19 pandemic present important diagnostic challenges. Several diagnostic strategies are available to identify current infection, rule out infection, identify people in need of care escalation, or to test for past infection and immune response. Serology tests to detect the presence of antibodies to SARS-CoV-2 aim to identify previous SARS-CoV-2 infection, and may help to confirm the presence of current infection. OBJECTIVES: To assess the diagnostic accuracy of antibody tests to determine if a person presenting in the community or in primary or secondary care has SARS-CoV-2 infection, or has previously had SARS-CoV-2 infection, and the accuracy of antibody tests for use in seroprevalence surveys. SEARCH METHODS: 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. We conducted searches for this review iteration up to 27 April 2020. SELECTION CRITERIA: We included test accuracy studies of any design that evaluated antibody tests (including enzyme-linked immunosorbent assays, chemiluminescence immunoassays, and lateral flow assays) in people suspected of current or previous SARS-CoV-2 infection, or where tests were used to screen for infection. We also included studies of people either known to have, or not to have SARS-CoV-2 infection. We included all reference standards to define the presence or absence of SARS-CoV-2 (including reverse transcription polymerase chain reaction tests (RT-PCR) and clinical diagnostic criteria). DATA COLLECTION AND ANALYSIS: We assessed possible bias and applicability of the studies using the QUADAS-2 tool. We extracted 2x2 contingency table data and present sensitivity and specificity for each antibody (or combination of antibodies) using paired forest plots. We pooled data using random-effects logistic regression where appropriate, stratifying by time since post-symptom onset. We tabulated available data by test manufacturer. We have presented uncertainty in estimates of sensitivity and specificity using 95% confidence intervals (CIs). MAIN RESULTS: We included 57 publications reporting on a total of 54 study cohorts with 15,976 samples, of which 8526 were from cases of SARS-CoV-2 infection. Studies were conducted in Asia (n = 38), Europe (n = 15), and the USA and China (n = 1). We identified data from 25 commercial tests and numerous in-house assays, a small fraction of the 279 antibody assays listed by the Foundation for Innovative Diagnostics. More than half (n = 28) of the studies included were only available as preprints. We had concerns about risk of bias and applicability. Common issues were use of multi-group designs (n = 29), inclusion of only COVID-19 cases (n = 19), lack of blinding of the index test (n = 49) and reference standard (n = 29), differential verification (n = 22), and the lack of clarity about participant numbers, characteristics and study exclusions (n = 47). Most studies (n = 44) only included people hospitalised due to suspected or confirmed COVID-19 infection. There were no studies exclusively in asymptomatic participants. Two-thirds of the studies (n = 33) defined COVID-19 cases based on RT-PCR results alone, ignoring the potential for false-negative RT-PCR results. We observed evidence of selective publication of study findings through omission of the identity of tests (n = 5). We observed substantial heterogeneity in sensitivities of IgA, IgM and IgG antibodies, or combinations thereof, for results aggregated across different time periods post-symptom onset (range 0% to 100% for all target antibodies). We thus based the main results of the review on the 38 studies that stratified results by time since symptom onset. The numbers of individuals contributing data within each study each week are small and are usually not based on tracking the same groups of patients over time. Pooled results for IgG, IgM, IgA, total antibodies and IgG/IgM all showed low sensitivity during the first week since onset of symptoms (all less than 30.1%), rising in the second week and reaching their highest values in the third week. The combination of IgG/IgM had a sensitivity of 30.1% (95% CI 21.4 to 40.7) for 1 to 7 days, 72.2% (95% CI 63.5 to 79.5) for 8 to 14 days, 91.4% (95% CI 87.0 to 94.4) for 15 to 21 days. Estimates of accuracy beyond three weeks are based on smaller sample sizes and fewer studies. For 21 to 35 days, pooled sensitivities for IgG/IgM were 96.0% (95% CI 90.6 to 98.3). There are insufficient studies to estimate sensitivity of tests beyond 35 days post-symptom onset. Summary specificities (provided in 35 studies) exceeded 98% for all target antibodies with confidence intervals no more than 2 percentage points wide. False-positive results were more common where COVID-19 had been suspected and ruled out, but numbers were small and the difference was within the range expected by chance. Assuming a prevalence of 50%, a value considered possible in healthcare workers who have suffered respiratory symptoms, we would anticipate that 43 (28 to 65) would be missed and 7 (3 to 14) would be falsely positive in 1000 people undergoing IgG/IgM testing at days 15 to 21 post-symptom onset. At a prevalence of 20%, a likely value in surveys in high-risk settings, 17 (11 to 26) would be missed per 1000 people tested and 10 (5 to 22) would be falsely positive. At a lower prevalence of 5%, a likely value in national surveys, 4 (3 to 7) would be missed per 1000 tested, and 12 (6 to 27) would be falsely positive. Analyses showed small differences in sensitivity between assay type, but methodological concerns and sparse data prevent comparisons between test brands. AUTHORS' CONCLUSIONS: The sensitivity of antibody tests is too low in the first week since symptom onset to have a primary role for the diagnosis of COVID-19, but they may still have a role complementing other testing in individuals presenting later, when RT-PCR tests are negative, or are not done. Antibody tests are likely to have a useful role for detecting previous SARS-CoV-2 infection if used 15 or more days after the onset of symptoms. However, the duration of antibody rises is currently unknown, and we found very little data beyond 35 days post-symptom onset. We are therefore uncertain about the utility of these tests for seroprevalence surveys for public health management purposes. Concerns about high risk of bias and applicability make it likely that the accuracy of tests when used in clinical care will be lower than reported in the included studies. Sensitivity has mainly been evaluated in hospitalised patients, so it is unclear whether the tests are able to detect lower antibody levels likely seen with milder and asymptomatic COVID-19 disease. The design, execution and reporting of studies of the accuracy of COVID-19 tests requires considerable improvement. Studies must report data on sensitivity disaggregated by time since onset of symptoms. COVID-19-positive cases who are RT-PCR-negative should be included as well as those confirmed RT-PCR, in accordance with the World Health Organization (WHO) and China National Health Commission of the People's Republic of China (CDC) case definitions. We were only able to obtain data from a small proportion of available tests, and action is needed to ensure that all results of test evaluations are available in the public domain to prevent selective reporting. This is a fast-moving field and we plan ongoing updates of this living systematic review.


Subject(s)
Antibodies, Viral/blood , Betacoronavirus/immunology , Coronavirus Infections/diagnosis , Coronavirus Infections/immunology , Pneumonia, Viral/diagnosis , Pneumonia, Viral/immunology , Antibody Specificity , COVID-19 , Coronavirus Infections/epidemiology , False Negative Reactions , False Positive Reactions , Humans , Immunoglobulin A/blood , Immunoglobulin G/blood , Immunoglobulin M/blood , Pandemics , Pneumonia, Viral/epidemiology , Reference Standards , Reverse Transcriptase Polymerase Chain Reaction/standards , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2 , Selection Bias , Sensitivity and Specificity , Serologic Tests/methods , Serologic Tests/standards
8.
Medwave ; 20(10): e8057, 2020 Nov 09.
Article in Spanish | MEDLINE | ID: covidwho-976496

ABSTRACT

INTRODUCTION: The results of mandatory confinement have been detrimental in several respects. Nonetheless, they have resulted in reducing the number of active cases of COVID-19. Chile has begun the de-escalation and needs to know the best time to end the restrictions. OBJECTIVE: We discuss the best conditions and guarantees for the end of compulsory confinement. METHODS: This study is based on a trend model with prediction estimation. The data of the variables of interest were subjected to linear regression studies to determine the curve that best explained the data. The coefficient of determination, the standard deviation of y in x, and the confidence interval of the observed curve were estimated. The trend curve was chosen in accordance with the regression estimates. OUTCOMES: It was found that all dependent variables tended to decrease over time in a quadratic fashion, except for the new cases variable. In general, the R2 and MAPE estimates are satisfactory, except for the variable number of PCR tests per day. CONCLUSIONS: Gradual and cautious steps should be taken before ending mandatory confinement. In the current de-escalator, daily PCR tests should be increased, maintaining vigilance on indicators of incidence, prevalence, and positivity of PCR tests. Evidence suggests with some degree of confidence that mandatory confinement could be safely lifted as of August 30, 2020. Long-term preparations must be made to contain future waves of new cases.


INTRODUCCIÓN: Los resultados del confinamiento obligatorio han sido perjudiciales en varios aspectos. No obstante, han surtido efecto en lograr el descenso de casos activos de COVID-19. Chile ha comenzado la desescalada y precisa conocer el mejor momento para poner fin a las restricciones. OBJETIVOS: Discutir las mejores condiciones y garantías para el fin del confinamiento obligatorio sobre la base de los casos nuevos, casos activos y positividad de exámenes de reacción en cadena de la polimerasa. MÉTODOS: Estudio basado en un modelo de tendencia con estimación de predicciones. Los datos de las variables de interés fueron sometidas a estudios de regresión lineal, con el objeto de determinar la curva que mejor explicaba los datos. Se estimó el coeficiente de determinación, la desviación estándar de y en x y el intervalo de confianza de la curva observada. Posteriormente, fue escogida la curva de tendencia en concordancia con las estimaciones de regresión. RESULTADOS: Se encontró que todas las variables dependientes tendían a disminuir con el tiempo de forma cuadrática, con excepción de la variable casos nuevos. En general, las estimaciones de coeficiente de determinación (R2) y error porcentual absoluto medio son satisfactorias, con excepción de la variable: número de exámenes de reacción en cadena de la polimerasa por día. CONCLUSIONES: Se deben tomar medidas graduales y cautelosas antes de poner fin al confinamiento obligatorio. En la actual desescalada, se deben aumentar los exámenes de reacción en cadena de la polimerasa diarios y mantener vigilancia en los indicadores de incidencia, prevalencia y positividad de dichos exámenes. La evidencia sugiere con cierto grado de confiabilidad que el confinamiento obligatorio podría levantarse de forma segura a contar del día 30 de agosto de 2020. Se deben hacer preparativos a largo plazo en contención de las futuras olas, es decir, una nueva alza de casos nuevos y activos luego del descenso.


Subject(s)
COVID-19/epidemiology , COVID-19/prevention & control , Pandemics , Quarantine , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2 , Chile/epidemiology , Confidence Intervals , Humans , Incidence , Linear Models , Prevalence , Quarantine/trends , Reverse Transcriptase Polymerase Chain Reaction/trends
9.
Cochrane Database Syst Rev ; 11: CD013639, 2020 11 26.
Article in English | MEDLINE | ID: covidwho-946940

ABSTRACT

BACKGROUND: The respiratory illness caused by SARS-CoV-2 infection continues to present diagnostic challenges. Early research showed thoracic (chest) imaging to be sensitive but not specific in the diagnosis of coronavirus disease 2019 (COVID-19). However, this is a rapidly developing field and these findings need to be re-evaluated in the light of new research. This is the first update of this 'living systematic review'. This update focuses on people suspected of having COVID-19 and excludes studies with only confirmed COVID-19 participants. OBJECTIVES: To evaluate the diagnostic accuracy of thoracic imaging (computed tomography (CT), X-ray and ultrasound) in people with suspected COVID-19. SEARCH METHODS: We searched the COVID-19 Living Evidence Database from the University of Bern, the Cochrane COVID-19 Study Register, The Stephen B. Thacker CDC Library, and repositories of COVID-19 publications through to 22 June 2020. We did not apply any language restrictions. SELECTION CRITERIA: We included studies of all designs that recruited participants of any age group suspected to have COVID-19, and which reported estimates of test accuracy, or provided data from which estimates could be computed. When studies used a variety of reference standards, we retained the classification of participants as COVID-19 positive or negative as used in the study. DATA COLLECTION AND ANALYSIS: We screened studies, extracted data, and assessed the risk of bias and applicability concerns using the QUADAS-2 domain-list independently, in duplicate. We categorised included studies into three groups based on classification of index test results: studies that reported specific criteria for index test positivity (group 1); studies that did not report specific criteria, but had the test reader(s) explicitly classify the imaging test result as either COVID-19 positive or negative (group 2); and studies that reported an overview of index test findings, without explicitly classifying the imaging test as either COVID-19 positive or negative (group 3). We presented the results of estimated sensitivity and specificity using paired forest plots, and summarised in tables. We used a bivariate meta-analysis model where appropriate. We presented uncertainty of the accuracy estimates using 95% confidence intervals (CIs). MAIN RESULTS: We included 34 studies: 30 were cross-sectional studies with 8491 participants suspected of COVID-19, of which 4575 (54%) had a final diagnosis of COVID-19; four were case-control studies with 848 cases and controls in total, of which 464 (55%) had a final diagnosis of COVID-19. Chest CT was evaluated in 31 studies (8014 participants, 4224 (53%) cases), chest X-ray in three studies (1243 participants, 784 (63%) cases), and ultrasound of the lungs in one study (100 participants, 31 (31%) cases). Twenty-six per cent (9/34) of all studies were available only as preprints. Nineteen studies were conducted in Asia, 10 in Europe, four in North America and one in Australia. Sixteen studies included only adults, 15 studies included both adults and children and one included only children. Two studies did not report the ages of participants. Twenty-four studies included inpatients, four studies included outpatients, while the remaining six studies were conducted in unclear settings. The majority of included studies had a high or unclear risk of bias with respect to participant selection, index test, reference standard, and participant flow. For chest CT in suspected COVID-19 participants (31 studies, 8014 participants, 4224 (53%) cases) the sensitivity ranged from 57.4% to 100%, and specificity ranged from 0% to 96.0%. The pooled sensitivity of chest CT in suspected COVID-19 participants was 89.9% (95% CI 85.7 to 92.9) and the pooled specificity was 61.1% (95% CI 42.3 to 77.1). Sensitivity analyses showed that when the studies from China were excluded, the studies from other countries demonstrated higher specificity compared to the overall included studies. When studies that did not classify index tests as positive or negative for COVID-19 (group 3) were excluded, the remaining studies (groups 1 and 2) demonstrated higher specificity compared to the overall included studies. Sensitivity analyses limited to cross-sectional studies, or studies where at least two reverse transcriptase polymerase chain reaction (RT-PCR) tests were conducted if the first was negative, did not substantively alter the accuracy estimates. We did not identify publication status as a source of heterogeneity. For chest X-ray in suspected COVID-19 participants (3 studies, 1243 participants, 784 (63%) cases) the sensitivity ranged from 56.9% to 89.0% and specificity from 11.1% to 88.9%. The sensitivity and specificity of ultrasound of the lungs in suspected COVID-19 participants (1 study, 100 participants, 31 (31%) cases) were 96.8% and 62.3%, respectively. We could not perform a meta-analysis for chest X-ray or ultrasound due to the limited number of included studies. AUTHORS' CONCLUSIONS: Our findings indicate that chest CT is sensitive and moderately specific for the diagnosis of COVID-19 in suspected patients, meaning that CT may have limited capability in differentiating SARS-CoV-2 infection from other causes of respiratory illness. However, we are limited in our confidence in these results due to the poor study quality and the heterogeneity of included studies. Because of limited data, accuracy estimates of chest X-ray and ultrasound of the lungs for the diagnosis of suspected COVID-19 cases should be carefully interpreted. Future diagnostic accuracy studies should pre-define positive imaging findings, include direct comparisons of the various modalities of interest on the same participant population, and implement improved reporting practices. Planned updates of this review will aim to: increase precision around the accuracy estimates for chest CT (ideally with low risk of bias studies); obtain further data to inform accuracy of chest X-rays and ultrasound; and obtain data to further fulfil secondary objectives (e.g. 'threshold' effects, comparing accuracy estimates across different imaging modalities) to inform the utility of imaging along different diagnostic pathways.


Subject(s)
COVID-19/diagnostic imaging , Radiography, Thoracic , SARS-CoV-2 , Tomography, X-Ray Computed , Ultrasonography , Adult , Bias , Case-Control Studies , Child , Cross-Sectional Studies/statistics & numerical data , Diagnostic Errors/statistics & numerical data , Humans , Lung/diagnostic imaging , Radiography, Thoracic/statistics & numerical data , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , Sensitivity and Specificity , Tomography, X-Ray Computed/statistics & numerical data , Ultrasonography/statistics & numerical data
10.
Biomed Res Int ; 2020: 7610678, 2020.
Article in English | MEDLINE | ID: covidwho-824033

ABSTRACT

BACKGROUND: There is a shortage of chemical reagents for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) diagnosis and a surge of SARS-CoV-2 cases, especially in limited-resource settings. Therefore, the combination of an optimal assay kit is necessary. METHODS: We compared the ability to screen SARS-CoV-2 among three primer-probe sets in two different master mixes, Invitrogen™ SuperScript™ III One-Step RT-PCR and LightCycler Multiplex RNA Virus Master. RESULTS: The assay with TIB-Molbiol, IDT, and Phu Sa sets for LightCycler Multiplex RNA Virus Master or Invitrogen™ SuperScript™ III One-Step RT-PCR showed positive results from a single reaction of triplicate in the three days of 4.8 copies per reaction. R squared and amplification efficiency were 0.97 and ranged from 107 to 108%, respectively. CONCLUSIONS: Our findings indicated that TIB-Molbiol, IDT, and Phu Sa primer-probe sets could be beneficial for the laboratory screening of SARS-CoV-2 by RT-qPCR assay of E gene. There is a need to consider the combination of these reagent sets as a new strategy to increase the testing capacity of screening programs for COVID-19.


Subject(s)
Betacoronavirus/genetics , Clinical Laboratory Techniques/methods , Coronavirus Infections/diagnosis , DNA Primers/genetics , Pneumonia, Viral/diagnosis , RNA Probes/genetics , Betacoronavirus/isolation & purification , COVID-19 , COVID-19 Testing , COVID-19 Vaccines , Clinical Laboratory Techniques/statistics & numerical data , Coronavirus Infections/epidemiology , Coronavirus Infections/virology , Humans , Multiplex Polymerase Chain Reaction/methods , Multiplex Polymerase Chain Reaction/statistics & numerical data , Pandemics , Pneumonia, Viral/epidemiology , Pneumonia, Viral/virology , RNA, Viral/genetics , Real-Time Polymerase Chain Reaction/methods , Real-Time Polymerase Chain Reaction/statistics & numerical data , Reverse Transcriptase Polymerase Chain Reaction/methods , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2 , Sensitivity and Specificity
11.
Nat Commun ; 11(1): 4812, 2020 09 23.
Article in English | MEDLINE | ID: covidwho-793542

ABSTRACT

Coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is commonly diagnosed by reverse transcription polymerase chain reaction (RT-PCR) to detect viral RNA in patient samples, but RNA extraction constitutes a major bottleneck in current testing. Methodological simplification could increase diagnostic availability and efficiency, benefitting patient care and infection control. Here, we describe methods circumventing RNA extraction in COVID-19 testing by performing RT-PCR directly on heat-inactivated or lysed samples. Our data, including benchmarking using 597 clinical patient samples and a standardised diagnostic system, demonstrate that direct RT-PCR is viable option to extraction-based tests. Using controlled amounts of active SARS-CoV-2, we confirm effectiveness of heat inactivation by plaque assay and evaluate various generic buffers as transport medium for direct RT-PCR. Significant savings in time and cost are achieved through RNA-extraction-free protocols that are directly compatible with established PCR-based testing pipelines. This could aid expansion of COVID-19 testing.


Subject(s)
Betacoronavirus/genetics , Betacoronavirus/isolation & purification , Clinical Laboratory Techniques/methods , Coronavirus Infections/diagnosis , Coronavirus Infections/virology , Pneumonia, Viral/diagnosis , Pneumonia, Viral/virology , Reverse Transcriptase Polymerase Chain Reaction/methods , Benchmarking , COVID-19 , COVID-19 Testing , Clinical Laboratory Techniques/standards , Clinical Laboratory Techniques/statistics & numerical data , Coronavirus Infections/epidemiology , DNA Primers/genetics , Hot Temperature , Humans , Pandemics , Pneumonia, Viral/epidemiology , RNA, Viral/genetics , RNA, Viral/isolation & purification , Reverse Transcriptase Polymerase Chain Reaction/standards , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2 , Sensitivity and Specificity , Sweden/epidemiology , Viral Plaque Assay/methods
12.
ESMO Open ; 5(5): e000885, 2020 09.
Article in English | MEDLINE | ID: covidwho-788178

ABSTRACT

BACKGROUND: Immunosuppression induced by anticancer therapy in a COVID-19-positive asymptomatic patient with cancer may have a devastating effect and, eventually, be lethal. To identify asymptomatic cases among patients receiving active cancer treatment, the Federico II University Hospital in Naples performs rapid serological tests in addition to hospital standard clinical triage for COVID-19 infection. METHODS: From 6 to 17 April 2020, all candidates for chemotherapy, radiotherapy or target/immunotherapy, if negative at the standard clinical triage on the day scheduled for anticancer treatment, received a rapid serological test on peripheral blood for COVID-19 IgM and IgG detection. In case of COVID-19 IgM and/or IgG positivity, patients underwent a real-time PCR (RT-PCR) SARS-CoV-2 test to confirm infection, and active cancer treatment was delayed. RESULTS: Overall 466 patients, negative for COVID-19 symptoms, underwent serological testing in addition to standard clinical triage. The average age was 61 years (range 25-88 years). Most patients (190, 40.8%) had breast cancer, and chemotherapy with or without immunotherapy was administered in 323 (69.3%) patients. Overall 433 (92.9%) patients were IgG-negative and IgM-negative, and 33 (7.1%) were IgM-positive and/or IgG-positive. Among the latter patients, 18 (3.9%), 11 (2.4%) and 4 (0.9%) were IgM-negative/IgG-positive, IgM-positive/IgG-negative and IgM-positive/IgG-positive, respectively. All 33 patients with a positive serological test, tested negative for RT-PCR SARS-CoV-2 test. No patient in our cohort developed symptoms suggestive of active COVID-19 infection. CONCLUSION: Rapid serological testing at hospital admission failed to detect active asymptomatic COVID-19 infection. Moreover, it entailed additional economic and human resources, delayed therapy administrationand increased hospital accesses.


Subject(s)
Asymptomatic Infections , Clinical Laboratory Techniques/methods , Coronavirus Infections/diagnosis , Immunosuppression Therapy/adverse effects , Neoplasms/therapy , Pneumonia, Viral/diagnosis , Triage/standards , Adult , Aged , Aged, 80 and over , Antibodies, Viral/blood , Antibodies, Viral/immunology , Antineoplastic Agents, Immunological/adverse effects , Betacoronavirus/genetics , Betacoronavirus/immunology , Betacoronavirus/isolation & purification , COVID-19 , COVID-19 Testing , COVID-19 Vaccines , Chemoradiotherapy/adverse effects , Chemoradiotherapy/methods , Clinical Laboratory Techniques/economics , Clinical Laboratory Techniques/statistics & numerical data , Coronavirus Infections/blood , Coronavirus Infections/economics , Coronavirus Infections/immunology , Coronavirus Infections/virology , Diagnostic Tests, Routine/economics , Diagnostic Tests, Routine/statistics & numerical data , Feasibility Studies , Female , Humans , Immunosuppression Therapy/methods , Male , Middle Aged , Neoplasms/immunology , Pandemics , Patient Admission/economics , Patient Admission/statistics & numerical data , Pneumonia, Viral/blood , Pneumonia, Viral/immunology , Pneumonia, Viral/virology , Practice Guidelines as Topic , RNA, Viral/isolation & purification , Reverse Transcriptase Polymerase Chain Reaction/economics , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2 , Sensitivity and Specificity
13.
Rev Esp Quimioter ; 33(6): 410-414, 2020 Dec.
Article in Spanish | MEDLINE | ID: covidwho-771100

ABSTRACT

OBJECTIVE: The diagnosis of SARS-CoV-2 infection presents some limitations. RT-PCR in nasopharyngeal swabs is considered the gold standard for the diagnosis, although it can have false negative results. We aimed to analyze the accuracy of repeating nasopharyngeal swabs based on different clinical probabilities. METHODS: Retrospective observational study of the first patients admitted to a two COVID Internal Medicine wards at the University Hospital Marqués de Valdecilla, Santander, from March to April 2020. RT-PCR targering E, N, RdRP and ORFab1 genes and antibody tests detecting IgG. RESULTS: A total of 145 hospitalized patients with suspected SARS-Cov2 infection were admitted and in 98 (67.5%) diagnosis was confirmed. The independent predictive variables for SARS-CoV-2 infection were: epidemiological contact, clinical presentation as pneumonia, absence of pneumonia in the last year, onset of symptoms > 7 days, two or more of the following symptoms -dyspnea, cough or fever- and serum lactate dehydrogenase levels >350 U/L (p<0.05). A score based on these variables yielded an AUC-ROC of 0.89 (CI95%, 0.831-0.946; p<0.001). The accuracy of the first nasopharyngeal swabs was 54.9%. Repeating nasopharyngeal swabs two or three times allows to detect an additional 16% of positive cases. The overall accuracy of successive RT-PCR tests in patients with low pre-test probability was <5%. CONCLUSIONS: We have defined a pre-test probability score based on epidemiological and clinical data with a high accuracy for diagnosis of SARS-CoV-2. Repeating nasopharyngeal swabs avoids sampling errors, but only in medium of high probability pre-test clinical scenarios.


Subject(s)
COVID-19 Testing/methods , COVID-19/diagnosis , Reverse Transcriptase Polymerase Chain Reaction/methods , SARS-CoV-2/isolation & purification , Aged , Antibodies, Viral/analysis , Area Under Curve , COVID-19 Nucleic Acid Testing/methods , COVID-19 Nucleic Acid Testing/statistics & numerical data , COVID-19 Serological Testing/methods , COVID-19 Serological Testing/statistics & numerical data , COVID-19 Testing/statistics & numerical data , Chi-Square Distribution , Female , Genes, Viral , Humans , Male , Nasopharynx/virology , Probability , ROC Curve , Reproducibility of Results , Retrospective Studies , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2/genetics , SARS-CoV-2/immunology
14.
Clin Med (Lond) ; 20(6): e209-e211, 2020 11.
Article in English | MEDLINE | ID: covidwho-761130

ABSTRACT

The clinical false negative rate of reverse transcriptase polymerase chain reaction (RT-PCR) testing for SARS-CoV-2 on a single upper respiratory tract sample was calculated using convalescent antibody testing as a comparator. The sensitivity in symptomatic individuals was 86.2% (25/29). Of the missed cases, one (3.5%) was detected by repeat RT-PCR, one by CT thorax and two (7.1%) by convalescent antibody. The clinical false negative rate of a single RT-PCR on an upper respiratory tract sample of 14% in symptomatic patients is reassuring when compared to early reports. This report supports a strategy of combining repeat swabbing, use of acute and convalescent antibody testing and CT thorax for COVID-19 diagnosis.


Subject(s)
Clinical Laboratory Techniques , Coronavirus Infections/diagnosis , Pneumonia, Viral/diagnosis , Reverse Transcriptase Polymerase Chain Reaction , Antibodies, Viral/blood , Asymptomatic Infections , Betacoronavirus/genetics , COVID-19 , COVID-19 Testing , Clinical Laboratory Techniques/standards , Clinical Laboratory Techniques/statistics & numerical data , Coronavirus Infections/blood , Coronavirus Infections/immunology , Coronavirus Infections/virology , False Negative Reactions , Humans , Pandemics , Pneumonia, Viral/blood , Pneumonia, Viral/immunology , Pneumonia, Viral/virology , Reverse Transcriptase Polymerase Chain Reaction/standards , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2 , Sensitivity and Specificity , Thorax/virology
15.
Radiol Med ; 125(12): 1260-1270, 2020 Dec.
Article in English | MEDLINE | ID: covidwho-734859

ABSTRACT

OBJECTIVES: We aimed to assess the diagnostic performance of CT in patients with a negative first RT-PCR testing and to identify typical features of COVID-19 pneumonia that can guide diagnosis in this case. METHODS: Patients suspected of COVID-19 with a negative first RT-PCR testing were retrospectively revalued after undergoing CT. CT was reviewed by two radiologists and classified as suspected COVID-19 pneumonia, non-COVID-19 pneumonia or negative. The performance of both first RT-PCR result and CT was evaluated by using sensitivity (SE), specificity (SP), positive predictive value (PPV), negative predictive value (NPV) and area under the curve (AUC) and by using the second RT-PCR test as the reference standard. CT findings for confirmed COVID-19 positive or negative were compared by using the Pearson chi-squared test (P values < 0.05) RESULTS: Totally, 337 patients suspected of COVID-19 underwent CT and nasopharyngeal swabs in March 2020. Eighty-seven out of 337 patients had a negative first RT-PCR result; of these, 68 repeated RT-PCR testing and were included in the study. The first RT-PCR test showed SE 0, SP = 100%, PPV = NaN, NPV = 70%, AUC = 50%, and CT showed SE = 70% SP = 79%, PPV = 86%, NPV = 76%, AUC = 75%. The most relevant CT variables were ground glass opacity more than 50% and peripheral and/or perihilar distribution. DISCUSSION: Negative RT-PCR test but positive CT features should be highly suggestive of COVID-19 in a cluster or community transmission scenarios, and the second RT-PCR test should be promptly requested to confirm the final diagnosis.


Subject(s)
Betacoronavirus , Coronavirus Infections/diagnosis , Pneumonia, Viral/diagnosis , Reverse Transcriptase Polymerase Chain Reaction , Tomography, X-Ray Computed , Adult , Aged , Aged, 80 and over , Area Under Curve , COVID-19 , Chi-Square Distribution , Coronavirus Infections/diagnostic imaging , Coronavirus Infections/epidemiology , False Negative Reactions , False Positive Reactions , Female , Humans , Italy/epidemiology , Lung/diagnostic imaging , Male , Middle Aged , Nasopharynx/virology , Pandemics , Pneumonia, Viral/diagnostic imaging , Pneumonia, Viral/epidemiology , Predictive Value of Tests , Probability , Radiography, Thoracic/methods , Radiography, Thoracic/statistics & numerical data , Reference Standards , Reproducibility of Results , Retrospective Studies , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2 , Sensitivity and Specificity , Tomography, X-Ray Computed/statistics & numerical data
18.
J Hosp Infect ; 106(1): 102-106, 2020 Sep.
Article in English | MEDLINE | ID: covidwho-706223

ABSTRACT

Staff working in units that were highly exposed to coronavirus disease 2019 were invited to participate in a 6-month study on the carriage and seroprevalence of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). The results from visits on Day 1 and Day 15 show that 41 cases of SARS-CoV-2 infection were confirmed by reverse transcriptase polymerase chain reaction and/or serology in 326 participants (overall infection rate 12.6%). The presence of comorbidities or symptoms at the time of sample collection was a risk factor for infection, but working as a physician/nurse was not a risk factor. Universal screening in high-risk units, irrespective of symptoms, allowed the identification of asymptomatic and potentially contagious infected workers, enabling them to self-isolate for 7 days.


Subject(s)
Asymptomatic Diseases , Coronavirus Infections/immunology , Diagnostic Tests, Routine/statistics & numerical data , Diagnostic Tests, Routine/standards , Personnel, Hospital/statistics & numerical data , Pneumonia, Viral/immunology , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , Reverse Transcriptase Polymerase Chain Reaction/standards , Adult , Belgium , Betacoronavirus/immunology , COVID-19 , Female , Humans , Male , Middle Aged , Pandemics , Risk Assessment , Risk Factors , SARS-CoV-2 , Seroepidemiologic Studies
19.
Virology ; 549: 1-4, 2020 10.
Article in English | MEDLINE | ID: covidwho-684730

ABSTRACT

The current outbreak of coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) was reported in China firstly. A rapid, highly sensitive, specific, and simple operational method was needed for the detection of SARS-CoV-2. Here, we established a real-time reverse-transcription recombinase-aided amplification assay (RT-RAA) to detect SARS-CoV-2 rapidly. The primers and probe were designed based on the nucleocapsid protein gene (N gene) sequence of SARS-CoV-2. The detection limit was 10 copies per reaction in this assay, which could be conducted within 15 min at a constant temperature (39 °C), without any cross-reactions with other respiratory tract pathogens, such as other coronaviruses. Furthermore, compared with commercial real-time RT-PCR assay, it showed a kappa value of 0.959 (p < 0.001) from 150 clinical specimens. These results indicated that this real-time RT-RAA assay may be a valuable tool for detecting SARS-CoV-2.


Subject(s)
Betacoronavirus/genetics , Clinical Laboratory Techniques/methods , Coronavirus Infections/virology , Genes, Viral , Nucleic Acid Amplification Techniques/methods , Nucleocapsid Proteins/genetics , Pneumonia, Viral/virology , Betacoronavirus/isolation & purification , COVID-19 , COVID-19 Testing , COVID-19 Vaccines , China/epidemiology , Clinical Laboratory Techniques/statistics & numerical data , Coronavirus Infections/diagnosis , Coronavirus Infections/epidemiology , Coronavirus Nucleocapsid Proteins , Humans , Limit of Detection , Nucleic Acid Amplification Techniques/statistics & numerical data , Pandemics , Phosphoproteins , Pneumonia, Viral/diagnosis , Pneumonia, Viral/epidemiology , RNA, Viral/analysis , RNA, Viral/genetics , Real-Time Polymerase Chain Reaction/methods , Real-Time Polymerase Chain Reaction/statistics & numerical data , Recombinases , Reverse Transcriptase Polymerase Chain Reaction/methods , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2 , Sensitivity and Specificity
20.
Nat Microbiol ; 5(10): 1299-1305, 2020 10.
Article in English | MEDLINE | ID: covidwho-638387

ABSTRACT

The recent spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) exemplifies the critical need for accurate and rapid diagnostic assays to prompt clinical and public health interventions. Currently, several quantitative reverse transcription-PCR (RT-qPCR) assays are being used by clinical, research and public health laboratories. However, it is currently unclear whether results from different tests are comparable. Our goal was to make independent evaluations of primer-probe sets used in four common SARS-CoV-2 diagnostic assays. From our comparisons of RT-qPCR analytical efficiency and sensitivity, we show that all primer-probe sets can be used to detect SARS-CoV-2 at 500 viral RNA copies per reaction. The exception for this is the RdRp-SARSr (Charité) confirmatory primer-probe set which has low sensitivity, probably due to a mismatch to circulating SARS-CoV-2 in the reverse primer. We did not find evidence for background amplification with pre-COVID-19 samples or recent SARS-CoV-2 evolution decreasing sensitivity. Our recommendation for SARS-CoV-2 diagnostic testing is to select an assay with high sensitivity and that is regionally used, to ease comparability between outcomes.


Subject(s)
Betacoronavirus/genetics , Clinical Laboratory Techniques/methods , Coronavirus Infections/diagnosis , Coronavirus Infections/virology , Pneumonia, Viral/diagnosis , Pneumonia, Viral/virology , RNA, Viral/analysis , RNA, Viral/genetics , Reverse Transcriptase Polymerase Chain Reaction/methods , Betacoronavirus/isolation & purification , COVID-19 , COVID-19 Testing , Clinical Laboratory Techniques/statistics & numerical data , Coronavirus Infections/epidemiology , Genetic Variation , Genome, Viral , Humans , Molecular Probe Techniques/statistics & numerical data , Pandemics , Pneumonia, Viral/epidemiology , RNA/genetics , RNA Probes/genetics , Reverse Transcriptase Polymerase Chain Reaction/statistics & numerical data , SARS-CoV-2 , Sensitivity and Specificity
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