Evidence map›Paper›PMID 42717227›Full record

SynthesisScientific reports2026

Estimation of mortality hazard ratios by COPD grade using a systematic review and network meta-analysis: deriving grade-, sex-, and age-specific mortality for a German COPD decision model.

Tobias Niedermaier, Ulrich Mansmann, Rolf Holle

Abstract readSystematic ReviewNetwork Meta-Analysis
In one paragraph

Synthesis in Scientific reports, 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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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

3 authors.

Tobias NiedermaierInstitute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU, Marchioninistr. 15, 81377, Munich, Germany. tobias.niedermaier@ibe.med.uni-muenchen.de.ORCID 0000-0001-7990-3437
Ulrich MansmannInstitute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU, Marchioninistr. 15, 81377, Munich, Germany.
Rolf HolleInstitute for Medical Information Processing, Biometry and Epidemiology (IBE), Faculty of Medicine, LMU, Marchioninistr. 15, 81377, Munich, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic Obstructive Pulmonary Disease (COPD) imposes substantial economic costs. Cost-effectiveness evaluations in COPD frequently rely on Markov (or other state-transition) models. Their accuracy relies on precise mortality probabilities by COPD grade. The aim of this systematic review was to provide evidence-based hazard ratios (HRs) for grade-specific mortality (GOLD 1-4 at baseline) and to derive grade-, age-, and sex-specific mortality probabilities for patients with COPD in Germany. A systematic PubMed and Europe PMC search was conducted for studies published between 2003 and February 2026. HRs were standardized to the reference group of normal spirometry and pooled by GOLD grade using network meta-analysis. We derived grade-specific mortality probabilities for Germany stratified by 5-year age-groups and sex by combining the pooled HRs with age- and sex-specific German period life-table mortality from the German Federal Statistical Office. Risk of bias was assessed by the Newcastle-Ottawa Scale. In total, 1,459,685 participants from 34 publications were included, with 966,144 having normal spirometry and the others classified into GOLD grades 1-4 at baseline. We found a monotonic increase in mortality with grade, with HRs (95% CIs) of 1.09 (0.97-1.22), 1.57 (1.41-1.75), 2.39 (2.03-2.83), and 4.54 (3.44-6.01) in GOLD 1-4, respectively. Estimated 1-year mortality probabilities for patients with COPD in Germany ranged from 0.15% (females, GOLD 1, ages 45-49) to 64.8% (GOLD 4, males, age ≥ 85). This study provides evidence-based mortality risks for patients with COPD in Germany, stratified by grade, age, and sex, while presenting a transferable framework for deriving similar mortality probabilities in other countries.

Indexed as

Pulmonary Disease, Chronic ObstructiveAgedAge FactorsDecision Support TechniquesFemaleGermanyHumansMaleMiddle AgedProportional Hazards ModelsSex FactorsSpirometryAll-cause mortalityCOPDGOLD gradeHazard ratiosNetwork meta-analysis

Identifiers

PMID42717227
PMCPMC13558551

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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.