Save the COVID-19 Point-of-Care Nucleic Acid Test Swab after Testing to Identify Variants of Concern
Bibliographic record
Abstract
Point-of-care testing (POCT) for severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2), such as with the Abbott ID NOWTM isothermal nucleic acid test, improve the turnaround time of laboratory results and make testing more widely available. Since the beginning of the coronavirus infectious disease-2019 (COVID-19) pandemic, typing of SARS-CoV-2 has been an important component to the pandemic response. With the emergence of variants of concern (VoC), typing has become a critical tool utilized by public health and infection prevention and control for case management. Although POCT has many benefits, one downside is that unless a second swab is collected, no sample is available to the laboratory for further analysis. Using a prospective study design, we determined whether the ID NOW swab could be used for confirmatory PCR or variant testing after mixing in the sample receiver to perform the POCT. People with symptoms of COVID-19, or those considered as asymptomatic close contacts to a confirmed case as per Alberta Health guidelines (1), were eligible for POCT ID NOW testing at community collection and test (assessment) centers in the province of Alberta, Canada. Two swabs were collected by health care workers: a throat swab for ID NOW and a nasopharyngeal swab (NPS) in universal transport media (UTM; GDL Korea Co. Ltd, Anyang, South Korea) for confirmation of negative results or VoC typing of positive results. As per the manufacturer’s instructions, the ID NOW swab should be mixed in the sample receiver buffer on the ID NOW instrument and then discarded after testing. For this study, after POCT ID NOW testing, the residual throat swab (rSwab) was not discarded after mixing in the receiver buffer, but saved in a sterile container or original packaging and, if positive, the swab was added to a tube with 2 mL of UTM. The rSwab and NPS were shipped to the laboratory at room temperature and refrigerated on arrival until testing within 48 h of receipt. SARS-CoV-2 diagnostic PCR on the rSwab and NPS SARS-CoV-2 PCR (rSwab-dxPCR; NPS-dxPCR) was initially tested on the Cobas 6800 (Roche, Basel, Switzerland) or using the Alberta Public Health Lab (ProvLab) E gene PCR (2). If SARS-CoV-2 dxPCR positive, samples were tested with a ProvLab B.1.1.7 (Alpha) VoC PCR (vPCR) (3). The vPCR detects the routine diagnostic E gene target and two S gene mutations (N501Y and the 69/70 deletion). Samples were considered positive for the Alpha VoC if positive for both the N501Y mutation and 69/70 deletion, wild type if the 69/70 deletion alone was positive or both targets were negative, or presumptive variant of concern if the N501Y target alone was positive. Samples negative for the E gene target or with a cycle threshold (Ct) >35 were deemed “unresolved.” Next generation sequencing was only performed on presumptive VoC (N501Y positive and no 69/70 deletion) and other select samples if the Ct was <32 (due to high likelihood of next generation sequencing failure at low viral loads). Technologists performing PCR testing were unaware of the ID NOW results. When collecting swabs and testing on the ID NOW, contact and droplet precautions (gown, gloves, and eye/face mask) were used. Swabs were collected from April 19 to 29, 2021. Compared to the ID NOW result, the positive agreement for rSwab-PCR was 101/113 (89.4%; 95% CI 82.4–93.8) and for NPS-dxPCR, 98.2% (95% CI 93.7–99.7) (Table 1). The difference between rSwab-dxPCR and NPS-dxPCR was statistically significant (P = 0.0104, Fisher’s exact test). The positive agreement of rSwab-dxPCR compared to NPS-dxPCR was 90.1% (95% CI 83.1–94.3, P = 0.008). SARS-CoV-2 PCR results from paired residual point-of-care testing ID NOW positive swabs (rSwab) and nasopharyngeal swabs. SARS-CoV-2 PCR results from paired residual point-of-care testing ID NOW positive swabs (rSwab) and nasopharyngeal swabs. Fifteen rSwab and NPS samples were not tested by vPCR due to laboratory error. Excluding these 15 samples (total 98 paired samples), 79.6% (78/98) rSwab gave a vPCR result of positive or negative for the Alpha VoC compared to 95.9% (94/98) from the NPS (Table 2). Other samples that did not give a result were either not eligible for vPCR because they were negative by initial PCR screen or unresolved by the vPCR. Variant of Concern PCR results from paired residual point-of-care testing ID NOW positive swabs (rSwab) and nasopharyngeal swabs. Whole genome sequencing identification of the gamma (γ) VoC (P1 lineage) was only performed on nasopharyngeal swabs. Both gamma VoC were presumptive positive (“Pres. Pos.,” N501Y target only positive on VoC PCR). α, Alpha VoC (B.1.1.7 lineage); WT, wild type. Variant of Concern PCR results from paired residual point-of-care testing ID NOW positive swabs (rSwab) and nasopharyngeal swabs. Whole genome sequencing identification of the gamma (γ) VoC (P1 lineage) was only performed on nasopharyngeal swabs. Both gamma VoC were presumptive positive (“Pres. Pos.,” N501Y target only positive on VoC PCR). α, Alpha VoC (B.1.1.7 lineage); WT, wild type. Only 83.2% (94/113) of the rSwabs would have been whole genome sequencing eligible (Ct <32) compared to 93.8% of the NPS (106/113). The median Ct value for the rSwab was significantly higher than the paired NPS at 27.0 (IQR 24.1–30.4) vs 21.8 (IQR 17.7–26.2), respectively (P < 0.0001, Wilcoxon-signed rank). This included negatives as zero and excluded indeterminates or positives without a Ct value (n = 108). Linear regression yielded a correlation coefficient (r2) of 0.0746. Using the rSwab is not as sensitive as collecting second NPS and reduces the number of samples with variant result. It does, however, offer an option when a second swab cannot be obtained and a 20% reduction in the ability to identify variants in positive cases is acceptable. SARS-CoV-2, Severe acute respiratory syndrome-coronavirus-2; COVID-19, coronavirus infectious disease-2019; VoC, variants of concern; POCT, point-of-care testing; NPS, nasopharyngeal swab; rSwab, residual ID NOW swab; NPS-dxPCR, diagnostic SARS-CoV-2 PCR done from a NPS; rSwab-dxPCR, diagnostic SARS-CoV-2 PCR done from a rSwab; vPCR, variants of concern PCR. Author Contributions: All authors confirmed they have contributed to the intellectual content of this paper and have met the following 4 requirements: (a) significant contributions to the conception and design, acquisition of data, or analysis and interpretation of data; (b) drafting or revising the article for intellectual content; (c) final approval of the published article; and (d) agreement to be accountable for all aspects of the article thus ensuring that questions related to the accuracy or integrity of any part of the article are appropriately investigated and resolved. Authors’ Disclosures or Potential Conflicts of Interest: Upon manuscript submission, all authors completed the author disclosure form. Disclosures and/or potential conflicts of interest: Employment or Leadership: None declared. Consultant or Advisory Role: None declared. Stock Ownership: None declared. Honoraria: None declared. Research Funding: This work was funded using internal operating funds of Alberta Precision Laboratories and Alberta Health Services. Test kits and instruments were paid for by the Public Health Agency of Canada. Expert Testimony: None declared. Patents: None declared. Acknowledgments: We thank Alberta Health Services and Alberta Precision Laboratory staff for the collection and testing of samples.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.021 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.079 | 0.034 |
| Insufficient payload (model declined to judge) | 0.012 | 0.010 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".