Evidence map›Paper›PMID 37509578›Full record

ArticleBiomedicines2023

PCR Test Positivity and Viral Loads during Three SARS-CoV-2 Viral Waves in Mumbai, India.

Chaitali Nikam, Wilson Suraweera, Sze Hang Hana Fu, Patrick E Brown, Nico Nagelkerke, Prabhat Jha

Open access · goldAbstract read
In one paragraph

Article in Biomedicines, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.2field-weighted citation impact, top 23% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 6 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 1 institution in 1 country.

Chaitali NikamThyrocare Laboratories, Navi Mumbai 400703, India.
Wilson SuraweeraCentre for Global Health Research, Unity Health Toronto and Dalla Lana School of Public Health, The University of Toronto, Toronto, ON M5B 1W8, Canada.
Sze Hang Hana FuCentre for Global Health Research, Unity Health Toronto and Dalla Lana School of Public Health, The University of Toronto, Toronto, ON M5B 1W8, Canada.
Patrick E BrownCentre for Global Health Research, Unity Health Toronto and Dalla Lana School of Public Health, The University of Toronto, Toronto, ON M5B 1W8, Canada.
Nico NagelkerkeCentre for Global Health Research, Unity Health Toronto and Dalla Lana School of Public Health, The University of Toronto, Toronto, ON M5B 1W8, Canada.
Prabhat JhaCentre for Global Health Research, Unity Health Toronto and Dalla Lana School of Public Health, The University of Toronto, Toronto, ON M5B 1W8, Canada.ORCID 0000-0001-7067-8341
University of Toronto · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

SARS-CoV-2 polymerase chain reaction (PCR) tests generally report only binary (positive or negative) outcomes. Quantitative PCR tests can provide epidemiological information on viral transmission patterns in populations. SARS-CoV-2 transmission patterns during India's SARS-CoV-2 viral waves remain largely undocumented. We analyzed 2.7 million real-time PCR testing records collected in Mumbai, a bellwether for other Indian cities. We used the inverse of cycle threshold (Ct) values to determine the community-level viral load. We quantified wave-specific differences by age, sex, and slum population density. Overall, PCR positivity was 3.4% during non-outbreak periods, rising to 23.2% and 42.8% during the original (June-November 2020) and Omicron waves (January 2022), respectively, but was a surprisingly low 9.9% during the Delta wave (March-June 2021; which had the largest increase in COVID deaths). The community-level median Ct values fell and rose ~7-14 days prior to PCR positivity rates. Viral loads were four-fold higher during the Delta and Omicron waves than during non-outbreak months. The Delta wave had high viral loads at older ages, in women, and in areas of higher slum density. During the Omicron wave, differences in viral load by sex and slum density had disappeared, but older adults continued to show a higher viral load. Mumbai's viral waves had markedly high viral loads representing an early signal of the pandemic trajectory. Ct values are practicable monitoring tools.

Indexed as

Aleph Delta Omicron wavesIndiaMumbaiPCR positivitySARS-CoV-2 pandemic

Identifiers

PMID37509578
PMCPMC10377402
OpenAlexW4383736639

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.