Evidence map›Paper›PMID 42520043›Full record

ArticlePloS one2026

Factors affecting lung cancer stage at diagnosis and receipt of surgery in Ontario: A population-based analysis.

Nader M Hanna, Saad Shakeel, Gileh-Gol Akhtar-Danesh, Noori Akhtar-Danesh, Christian Finley

Abstract read
In one paragraph

Article in PloS one, 2026. 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

5 authors.

Nader M HannaDepartment of Surgery, McMaster University, Hamilton, Ontario, Canada.ORCID https://orcid.org/0000-0002-5341-4413
Saad ShakeelDepartment of Surgery, University of Western Ontario, London, Ontario, Canada.
Gileh-Gol Akhtar-DaneshDepartment of Surgery, University of Manitoba, Winnipeg, Manitoba, Canada.
Noori Akhtar-DaneshSchool of Nursing, McMaster University, Hamilton, Ontario, Canada.ORCID https://orcid.org/0000-0002-3824-0881
Christian FinleyDepartment of Surgery, McMaster University, Hamilton, Ontario, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Lung cancer is the leading cause of cancer mortality in Canada, with most cases diagnosed at advanced stage. Despite universal healthcare, social determinants of health may impact stage at diagnosis and access to treatment. We examined the association between these factors, stage at diagnosis, and receipt of surgery in Ontario. We conducted a population-based retrospective cohort study of adults diagnosed with lung cancer in Ontario from 2007-2023 using linked administrative health data. Stage was obtained from the Ontario Cancer Registry. Factors included income, primary care attachment, immigration status, geographic region, and distance to the nearest cancer centre. Logistic regression identified factors associated with stage IV diagnosis. Among 106,867 patients with available stage data, 52.6% were diagnosed with stage IV disease; 19.1% were stage I. Patients without a family physician were significantly more likely to present with stage IV cancer compared with those fully rostered (62.1% vs 51.5%; adjusted OR 1.55, p < 0.001). Females had lower likelihood of stage IV diagnosis than males (OR 0.85, p < 0.001). Increasing household income was associated with reduced likelihood of stage IV disease (OR 0.92 for highest vs lowest quintile, p < 0.001). Immigrants were less likely to be diagnosed with stage IV cancer than non-immigrants (OR 0.77, p = 0.001). Frailty was associated with higher odds of stage IV disease (OR 1.01, p = 0.009). Surgical resection was performed in 56.1% of patients with stage I disease and 1.4% with stage IV disease. Receipt of surgery decreased with advancing age (27.0% < 50 years vs 7.3% ≥ 80 years), higher comorbidity burden (25.4% with 0 vs 5.0% with ≥5 comorbidities), and lack of primary care attachment. Marked social inequities in lung cancer stage at diagnosis and surgical treatment persist in Ontario. Interventions addressing primary care attachment and upstream social determinants may improve early detection and access to curative therapy.

Indexed as

Lung NeoplasmsAdultAgedAged, 80 and overFemaleHumansMaleMiddle AgedNeoplasm StagingOntarioRegistriesRetrospective Studies

Identifiers

PMID42520043
PMCPMC13411928

What OpenQuestion holds

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LicenceCC BY
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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.