SARS‐CoV‐2 <scp>Omicron</scp> BA.5: Riding the seventh wave in Central Canada
Bibliographic record
Abstract
The SARS-CoV-2 B.1.1.529 variant (Omicron) has spread aggressively around the world with rapid transmission in Canada identified within days of its classification as a variant of concern by the World Health Organization.1, 2 The BA.5 subvariant in particular has quickly spread to over 50 countries with recent rapid propagation in Central Canada, increasing from 45.8% to 78.2% of all SARS-CoV-2 infections in Ontario in the first half of July.3 Alongside, per cent positivity of testing increased from 8.4% to 14.8%, sufficient for the provincial government to declare a seventh wave driven by BA.5 on the 6th of July (Figure 1).4, 5 During the same time period, the Quebec government also reported a seventh wave, with BA.5 representing 75.5% of all SARS-CoV-2 infections in Quebec.6 The predominance of BA.5 in the most densely populated area of Canada indicates yet another pandemic epidemiological shift. Omicron and its subvariants have shown progressing neutralization escape properties towards both immunization as well as previous COVID-19 infection.7, 8 Initial lineages of Omicron already demonstrated lower vaccine effectiveness as compared with the Delta variant.8 However, neutralizing activity of mRNA vaccines have been significantly lower against newer sublineages of Omicron as compared with the initial lineages, with BA.5 in particular having substantially lower serum neutralizing titres when compared with BA.1 and BA.2.9 The spike-F486V mutation associated with neutralizing antibody resistance in BA.4 has also been identified in BA.5.7 These findings suggest subsequent sublineages of Omicron have continually expanded their neutralizing escape properties and have increased re-infection risk for patients with endogenous anti-SARS-CoV-2 antibodies. The successful development of bivalent vaccines, targeting both the original mRNA sequence as well as the newer sequence of Omicron and its subvariants, offers an alternative that may hinder escape properties.10 In addition, rapid antigen tests (RATs), also referred to as lateral flow tests, have been noted to have reduced diagnostic performance towards the Omicron variant when compared with the Delta variant.11 With decreased sensitivity towards Omicron and its descendent lineages, a single negative RAT result may not be a reliable indicator for ruling out infection. With RATs having superior accessibility, resource and cost efficiency, and turnaround time compared with the gold standard polymerase chain reaction test for the general public, this higher false negative rate may foster a false sense of security. This is particularly concerning given that cases have been documented as being infectious several days prior to testing positive on a RAT.11 As such, there may be value in the development of RATs with increased sensitivity to the most prevalent COVID-19 lineages based on regional epidemiological data. With Omicron and its subvariants having ever-increasing immune escape properties, considerable global resources have been invested in the development and production of neutralizing monoclonal antibodies (mAbs) that target specific components of the SARS-CoV-2 spike protein receptor as a therapeutic option in treating COVID-19 infection.12, 13 While certain mAbs initially received rapid authorization for use, the propensity of COVID-19 subvariants to develop mutations and mount resistance against therapeutic management has resulted in reduced efficacy and the removal of certain therapies from clinical practice guidelines.13, 14 BA.5 in particular has been identified as having considerably lower neutralization sensitivity to various mAbs compared with the initial Omicron lineages.15 With the increasing development of resistance to existing therapy, there is considerable value in the research and development of therapeutic and prophylactic options that are targeted towards dominating global strains of COVID-19. Given the reduced protection from immunization and endogenous anti-SARS-CoV-2 antibodies towards BA.5 in addition to decreased sensitivity of RATs and efficacy of mAbs, there is considerable room for the development of superior prophylactic, therapeutic, and testing options. There continues to be great importance in remaining vigilant by following infection prevention and control best practices including maintaining robust respiratory and hand hygiene, self-isolating based on high-risk exposure or symptoms, and limiting nonessential travel. Receiving booster doses of mRNA vaccination, if available and accessible, may offer an additional layer of protection especially for vulnerable populations. Bivalent vaccines including new mRNA sequences may also increase efficacy and length of protection. Careful disease surveillance of metrics such as wastewater signal monitoring and hospitalization rates will facilitate rapid identification and interventions for regional epidemiological changes. The authors declare they have no conflicts of interest. The authors alone are responsible for the content and writing of the article. Toni Li: Conceptualization; data curation; supervision; visualization. Adrian Yung: Data curation. Carolyn Tran: Data curation. Maximilien Boulet: Supervision. The peer review history for this article is available at https://publons.com/publon/10.1111/irv.13046. The data that support the findings of this study are openly available in the Ontario Government Data Catalogue at https://data.ontario.ca/en/ and the Quebec Government Data Dashboard at https://www.quebec.ca/en/health/health-issues/a-z/2019-coronavirus/situation-coronavirus-in-quebec/.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".