Evidence map›Paper›PMID 42092873›Full record

ArticleBMC pulmonary medicine2026

Relationship between the advanced lung cancer inflammation index (ALI) and all-cause and cause-specific mortality among patients with chronic obstructive pulmonary disease (COPD): a population-based study.

Zhuanbo Luo, Peixu Chen, Luting Chen, Hongying Ma, Chao Cao

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Article in BMC pulmonary medicine, 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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5 · Who and what money

Authors and funding

5 authors.

Zhuanbo LuoDepartment of Respiratory and Critical Care Medicine, Key Laboratory of Respiratory Disease of Ningbo, The First Affiliated Hospital of Ningbo University, 59 Liuting Road, Ningbo, Zhejiang, 315010, China.
Peixu ChenDepartment of Respiratory and Critical Care Medicine, Key Laboratory of Respiratory Disease of Ningbo, The First Affiliated Hospital of Ningbo University, 59 Liuting Road, Ningbo, Zhejiang, 315010, China.
Luting ChenDepartment of Respiratory and Critical Care Medicine, Key Laboratory of Respiratory Disease of Ningbo, The First Affiliated Hospital of Ningbo University, 59 Liuting Road, Ningbo, Zhejiang, 315010, China.
Hongying MaDepartment of Respiratory and Critical Care Medicine, Key Laboratory of Respiratory Disease of Ningbo, The First Affiliated Hospital of Ningbo University, 59 Liuting Road, Ningbo, Zhejiang, 315010, China.
Chao CaoDepartment of Respiratory and Critical Care Medicine, Key Laboratory of Respiratory Disease of Ningbo, The First Affiliated Hospital of Ningbo University, 59 Liuting Road, Ningbo, Zhejiang, 315010, China. dyyycaochao@163.com.

Funding

the Fourth Ningbo Health Youth Technical Backbone Personnel Training Program and the Major Projects of the Science Technology Bureau of Ningbo No. 2023Z179the Zhejiang Provincial Medical and Health Science and Technology Plan No. 2024KY1537
6 · The paper itself

Abstract

backgroundChronic obstructive pulmonary disease (COPD) is viewed as a significant health problem, and the prognosis of patients with this disease is strongly influenced by the inflammatory response and nutritional well-being of the body. The advanced lung cancer inflammation index (ALI) provides a complete measurement of these two factors. Although the ALI has promising applications, its relationship with the prognosis of COPD patients remains unexplored. This research sought to bridge this knowledge gap by investigating the connection between the ALI and the outcomes of COPD patients.

methodsThis study retrospectively investigated 2,884 COPD patients who were admitted to the respiratory department because of acute exacerbation. The study period extends from January 1, 2017, to December 31, 2022. All these COPD patients subsequently received follow-up, and the cause-specific and all-cause mortality of these patients was reported. Kaplan‒Meier analysis was employed to investigate the associations of the ALI with all-cause mortality and mortality resulting from specific causes among COPD patients. In addition, univariable and multivariable Cox proportional hazards models were used to explore this association in further detail after adjusting for various confounding variables. A restricted cubic spline (RCS) analysis was performed to assess the nonlinear relationships of the ALI with all-cause and cause-specific death rates among COPD patients. In addition, subgroup and sensitivity analyses were conducted to verify the validity of the findings.

resultsIn total, 2,884 patients with COPD were recruited. A greater ALI was strongly associated with a lower risk of all-cause mortality and mortality resulting from respiratory and cardiovascular illnesses specifically among patients with COPD. The findings of the RCS analysis indicated a reverse J-shaped, nonlinear relationship between ALI and all-cause mortality among COPD patients, and an inflection point was identified at 95 (p for nonlinearity <0.0001). The inflection point of the J-shaped pattern indicates the ALI that is associated with the lowest risk of mortality. For ALIs less than 95, an increase of 10 units in the ALI was associated with a 14% reduction in the possibility of all-cause mortality (HR: 0.86; 95% CI: 0.81-0.92; p for trend=0.01). However, when the ALI was greater than 95, a 10-unit increase in the ALI resulted in a 5% increase in the likelihood of all-cause mortality (HR: 1.05; 95% CI: 1.01-1.07; Ptrend=0.01). Similar J-shaped patterns were observed for deaths related to cardiovascular and respiratory illnesses, in which context the inflection points were 97 and 96, respectively. These findings were consistent across various medical history and demographic subgroups and remained stable during the sensitivity analysis.

conclusionThis study revealed a unique relationship between a high ALI and a low risk of death among COPD patients. Additionally, the relationships between the ALI and mortality (both all-cause and from specific causes) exhibited nonlinear, J-shaped patterns. These findings indicate the potential for maintaining ALI within a specific range to improve long-term survival outcomes for patients with COPD.

Indexed as

InflammationLung NeoplasmsPulmonary Disease, Chronic ObstructiveAgedCause of DeathFemaleHumansKaplan-Meier EstimateMaleMiddle AgedPrognosisProportional Hazards ModelsRetrospective StudiesRisk FactorsSeverity of Illness IndexALIAll-cause mortalityCause-specific mortalityCOPDInflammationNutritional status

Identifiers

PMID42092873
PMCPMC13317256

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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.