Multi-pathogen respiratory surveillance in western China: Synchronized circulation patterns and predictive modeling.

Yusong Liu, Yong Jing, Jiaqiang Wang, Jialing Zhong, Lyurong Liu, Yi Huang

Abstract read

In one paragraph

Article in iScience, 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

6 authors.

Yusong LiuDepartment of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, China.

Yong JingDepartment of Cardiovascular Ultrasound and Cardiac Function, Sichuan Provincial Key Laboratory of Ultrasonic Cardiac Electrophysiology and Biomechanics, Sichuan Provincial Clinical Medical Research Center for Cardiovascular Disease (Sichuan Branch of National Clinical Research Center for Cardiovascular Disease), Sichuan Provincial Academy of Medical Sciences and Sichuan Provincial People's Hospital (Affiliated Hospital of University of Electronic Science and Technology of China), Chengdu, Sichuan 610072, China.

Jiaqiang WangDepartment of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, China.

Jialing ZhongDepartment of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, China.

Lyurong LiuDepartment of Nephrology, Clinical Research Center of Kidney Disease in Sichuan Province, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, China.

Yi HuangDepartment of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Respiratory pathogen dynamics in western China following COVID-19 restrictions remain poorly characterized. We analyzed 50,247 specimens across 14 pathogens from January 2020-December 2024 using multiplex PCR at Sichuan Provincial People's Hospital. Pathogen positivity is increased by 314% post-pandemic, with H1N1 showing 1,826% and

Indexed as

Environmental healthImmunologyPublic health

Identifiers

PMID41438046

DOI10.1016/j.isci.2025.114114

PMCPMC12719181

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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.