Evidence map›Paper›PMID 41291524›Full record

ArticleBMC infectious diseases2025

Tracking the pandemic through molecular and sequencing tools: a story of SARS- CoV-2 over five years, lessons learned, and further directions.

Saeed Khan, Hafsa Faruqui, Maria Zahid, Sharjeel Chaudhry, Zaira Rehman, Hamza Noor, Manaal Naushad

Abstract read
In one paragraph

Article in BMC infectious diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Saeed KhanProvincial Public Health Laboratory (PPHL) Sindh, Dow University of Health Sciences, Karachi, Pakistan. saeed.khan@duhs.edu.pk.ORCID http://orcid.org/0000-0003-0910-4095
Hafsa FaruquiProvincial Public Health Laboratory (PPHL) Sindh, Dow University of Health Sciences, Karachi, Pakistan.
Maria ZahidProvincial Public Health Laboratory (PPHL) Sindh, Dow University of Health Sciences, Karachi, Pakistan.
Sharjeel ChaudhryDepartment of Molecular Pathology, Dow Diagnostic Research & Reference Laboratory, Dow University of Health Sciences, Karachi, Pakistan.
Zaira RehmanIndus Hospital & Health Network, Karachi, Pakistan.
Hamza NoorDow International Medical College, Dow University of Health Sciences, Karachi, Pakistan.
Manaal NaushadDow International Medical College, Dow University of Health Sciences, Karachi, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The COVID-19 pandemic posed unprecedented challenges to public health surveillance frameworks. In response, the Provincial Public Health Laboratory (PPHL), Sindh, contributed to early detection, large-scale diagnostic testing, and genomic surveillance from February 2020 to June 2025. This study reviews five years of PPHL's role in COVID-19 diagnosis, variant tracking, and public health response in Sindh. Diagnostic data included positive cases, while genomic epidemiology was assessed using commercial RT-PCR kits and in-house S-gene dropout assays as proxy tools for variant detection, supplemented by whole genome sequencing (WGS). A total of 194,415 specimens were tested, with five major peaks observed: wild-type (33.3%), Alpha (26.9%), Delta (22.0%), and Omicron (23.1%). WGS was performed on 124 selected samples, which identified Delta (AY.127, B.1.617.2), Omicron (BA.1, BA.5.2, XBB.1.9.1), and, more recently, JN.1, BA.2.86.1, and XEC lineages in May 2025. Reports of NB.1.8.1 from neighboring countries were noted, but this lineage was not detected in Karachi samples. While study limitations like low portion of sequenced samples and potential bias toward low Ct specimens exist, these findings still highlight the value of sustained laboratory-based surveillance in documenting SARS-CoV-2 evolution and supporting public health decision-making in Sindh.

Indexed as

COVID-19SARS-CoV-2Genome, ViralHumansPakistanPandemicsWhole Genome SequencingAlphaCOVID-19DeltaGenomic epidemiologyIn-house PCROmicronPakistanSARS-CoV-2SurveillanceWhole genome sequencing

Identifiers

PMID41291524
PMCPMC12751935

What OpenQuestion holds

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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.