Evidence map›Paper›PMID 42806978›Full record

ArticleInfection and drug resistance2026

Risk Factors and Medical Burden of Multidrug-Resistant Organism Infection in Hospitalized Patients with Pneumonia.

Jing Dai, Yingru Xing, Jiabao Zhong, Linying Zhu, Haizhou Wang, Zhuangqing Dai, Shoukai Yu, Xiaoting Ma, Hao Wu

Abstract read
In one paragraph

Article in Infection and drug resistance, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Jing Dai *School of Medicine, Anhui University of Science and Technology, Huainan, People's Republic of China.ORCID 0009-0003-3348-8890
Yingru Xing *School of Medicine, Anhui University of Science and Technology, Huainan, People's Republic of China.ORCID 0009-0001-1147-4370
Jiabao ZhongDepartment of Medical Laboratory, Shanghai Pudong New Area People's Hospital, Shanghai, People's Republic of China.
Linying ZhuDepartment of Hospital Infection Control and Management, Shanghai Pudong New Area People's Hospital, Shanghai, People's Republic of China.
Haizhou WangDepartment of Blood Transfusion, Shanghai Pudong New Area People's Hospital, Shanghai, People's Republic of China.
Zhuangqing DaiDepartment of Hospital Infection Control and Management, Shanghai Pudong New Area People's Hospital, Shanghai, People's Republic of China.
Shoukai YuSchool of Medicine, Shanghai Jiao Tong University, Shanghai, People's Republic of China.
Xiaoting MaDepartment of Hospital Infection Control and Management, Shanghai Pudong New Area People's Hospital, Shanghai, People's Republic of China.
Hao WuDepartment of Hospital Infection Control and Management, Shanghai Pudong New Area People's Hospital, Shanghai, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Multi-drug resistant organism (MDRO) infections represent a global public health challenge. Patients hospitalized with pneumonia are prone to secondary MDRO infections, which can lead to poor prognosis, significantly prolong hospital stays, and increase medical and economic burdens. Methods: This single‑center retrospective cohort study conducted at a tertiary hospital in Shanghai, China aimed to identify risk factors for MDRO infection and assess its hospitalization‑related burden, and to construct a predictive nomogram. A total of 1686 patients with pneumonia were enrolled. The data were analyzed through 1:2 manual matching. Logistic regression was used to screen independent risk factors for multidrug‑resistant organism (MDRO) infections; Generalized Linear Models (GLMs) were employed to quantify the increase in hospital stay and medical expenses caused by MDROs. A predictive nomogram was constructed and validated using ROC curves and calibration curves. Results: A total of 676 multidrug-resistant bacteria (MDRO) strains required for the study were isolated. Among them, carbapenem-resistant Acinetobacter baumannii (CRAB) accounted for the majority, reaching 30.03% (203/676). Compared with controls, the MDRO group had markedly longer hospital stay (median 20.00 vs 9.00 days, P<0.001) and substantially higher hospitalization costs, with a 3.6‑fold higher median cost. GLM confirmed MDRO infection independently aggravated hospitalization burden. Six independent risk factors were determined. The nomogram achieved an AUC of 0.817 with good calibration and reliable predictive efficacy. Conclusion: MDRO infection substantially raises hospitalization burdens for pneumonia patients. The risk factors and validated nomogram can guide targeted hospital-based MDRO prevention and intervention.

Indexed as

hospitalization burdenmulti-drug resistant organismnomogrampneumonia

Identifiers

PMID42806978
PMCPMC13616594

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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.