Observational studyBMC cancer2016

Metformin use and its effect on survival in diabetic patients with advanced non-small cell lung cancer.

Oscar Arrieta, Edgar Varela-Santoyo, Enrique Soto-Perez-de-Celis, Roberto Sánchez-Reyes, Martha De la Torre-Vallejo, Saé Muñiz-Hernández, Andrés F Cardona

Registry-linked trialFull text readObservational Study
In one paragraph

Observational study in BMC cancer, 2016. The graph read 5 numbers from its abstract, feeding 2 cells of the map, but none could be read as for or against, so it casts no vote. It also reports an association that does not count as treatment evidence, such as HR 0.57 (0.36 to 0.90) for glycemic control. It is linked to trial NCT03071705 (Effect of Metformin in Combination With Tyrosine Kinase Inhibitors), which is not on this map. Cited by 36 papers, 4 of them syntheses that pooled it.

5numbers the graph read from it
0cells of the map it votes in
36citing papers in PubMed, 4 pooled it
–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.

Read, but not usablea number the graph found but could not read as for or against

Glycemic controlan association or prognostic statement, not a treatment comparison · against placebo · t2dfeeds one cell of the map
HR 0.570.36 to 0.90p = 0.017
The multivariate analysis revealed that both the use of metformin (HR 0.57 [95 % CI 0.36-0.90]; p = 0.017) and proper glycemic control (HR 0.40 [0.22-071]; p = 0.002) remained significant protective factors in the diabetic patient population (Table 4).
Overall survival (OS)proper glycemic control vs improper glycemic control, in diabetic patientsan association or prognostic statement, not a treatment comparison · t2dfeeds one cell of the map
HR 0.40p = 0.002
Both the use of metformin (HR 0.53, p < 0.0001 and HR 0.57, p = 0.017, respectively) and proper glycemic control (HR 0.49, p < 0.0001 and HR 0.40, p = 0.002, respectively) were significant protective factors in all and only diabetic patients, respectively.
Overall survival (OS)proper glycemic control vs improper glycemic control, in all patientsan association or prognostic statement, not a treatment comparison · t2dfeeds one cell of the map
HR 0.49p < 0.0001
Both the use of metformin (HR 0.53, p < 0.0001 and HR 0.57, p = 0.017, respectively) and proper glycemic control (HR 0.49, p < 0.0001 and HR 0.40, p = 0.002, respectively) were significant protective factors in all and only diabetic patients, respectively.
Overall survival (OS)metformin use vs no metformin use, in diabetic patientsan association or prognostic statement, not a treatment comparison · t2dfeeds one cell of the map
HR 0.57p = 0.017
Both the use of metformin (HR 0.53, p < 0.0001 and HR 0.57, p = 0.017, respectively) and proper glycemic control (HR 0.49, p < 0.0001 and HR 0.40, p = 0.002, respectively) were significant protective factors in all and only diabetic patients, respectively.
Overall survival (OS)metformin use vs no metformin use, in all patientsan association or prognostic statement, not a treatment comparison · t2dfeeds one cell of the map
HR 0.53p < 0.0001
Both the use of metformin (HR 0.53, p < 0.0001 and HR 0.57, p = 0.017, respectively) and proper glycemic control (HR 0.49, p < 0.0001 and HR 0.40, p = 0.002, respectively) were significant protective factors in all and only diabetic patients, respectively.

clause the extractor read what became the number

2 · Its place on the map

Where it lands on the map

Rows are treatments, columns are outcomes. The coloured squares are the cells this paper feeds, coloured by the vote it casts there. Click one to jump to what this paper adds to it.

supports the treatmentfavours the comparatorno clear differenceread, but no usable result
3 · What it changes

What it adds to each cell

For every cell the paper feeds: the belief in the claim with and without this paper, and this paper's estimate drawn against every other readable study in the cell. The ringed dot is this paper.

Metformin×glycemic control

No readable resultOpen on the map →What to test next →

40 readable studies in this cell: 41 favour the treatment, 12 find no difference, 8 favour the comparator.

Belief with this paper
0.84replicated · 32 families support, 6 contradict · against placebo
Without itNot a counted family in this claim, so removing it changes nothing.
← favours the treatmentfavours the comparator →
0 · no effect
NCT017190031,413 enrolled · 2012
Adjusted mean -0.72-0.95 to -0.48
NCT018093271,186 enrolled · 2013
Δ -0.40-0.59 to -0.21
NCT022730501,136 enrolled · 2014
Δ -0.89-1.08 to -0.69
NCT008598981,093 enrolled · 2009
Δ -0.53-0.74 to -0.32
Δ -0.85-43.8 to 26.7
NCT00643851994 enrolled · 2008
Δ -0.86-1.11 to -0.62
NCT01708902876 enrolled · 2012
Δ -1.00-1.23 to -0.78
NCT00676338820 enrolled · 2008
Δ -0.05-0.26 to 0.17
NCT01126580807 enrolled · 2010
Δ -0.22-0.36 to -0.08
NCT01023581784 enrolled · 2009
Δ -0.67-0.96 to -0.37
NCT01076088744 enrolled · 2010
Δ -0.84-1.15 to -0.52
NCT00386100688 enrolled · 2006
Δ -0.49-0.67 to -0.30

This paper's own estimate is on a different scale from the rest of the cell, so it is not drawn here.

Metformin×all-cause mortality

No readable resultOpen on the map →What to test next →

1 readable study in this cell: 0 favour the treatment, 1 find no difference, 0 favour the comparator.

Belief with this paper
0.25no deciding trial · 0 families support, 0 contradict · against placebo
Without itNot a counted family in this claim, so removing it changes nothing.
← favours the treatmentfavours the comparator →
1 · no effect
NCT000387272,779 enrolled · 1996
HR 0.990.79 to 1.25

This paper's own estimate is on a different scale from the rest of the cell, so it is not drawn here.

4 · 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.

NCT03071705 naunknown statusnot on this map

Effect of Metformin in Combination With Tyrosine Kinase Inhibitors (TKI) on Clinical, Biochemical and Nutritional in Patients With Non-Small Cell Lung Carcinoma (NSCLC): Randomized Clinical Trial

TypeinterventionalSponsorInstituto Nacional de Cancerologia de MexicoRan2016 to 2017Enrolled120ConditionsNon-Small Cell Adenocarcinoma, Tyrosine Kinase Mutation, EGFR Gene MutationArmsMetformin, TKI
5 · Its place in the literature

Who cites it

36 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. A Phase II Feasibility Study Combining Pembrolizumab and Metformin in Patients with Metastatic Head and Neck Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Trial
  6. Review
  7. Review
  8. Low BMI patients with advancedChinese medical journal pulmonary and critical care medicine · 2023
    Article
  9. Article
  10. Efficacy of metformin adjunctive therapy as the treatment for non-diabetic patients with advanced non-small cell lung cancer: A Systematic review and Meta-analysis.Journal of research in medical sciences : the official journal of Isfahan University of Medical Sciences · 2023
    Review
  11. Review
  12. Review
  13. Article
  14. Review
  15. Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article
6 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

7 · Who and what money

Authors and funding

7 authors.

Oscar ArrietaThoracic Oncology Unit and Laboratory of Personalized Medicine, Instituto Nacional de Cancerología (INCan), Av. San Fernando 22 Col. Sección XVI, Tlalpan, 14080, Mexico City, Mexico. ogar@unam.mx.
Edgar Varela-SantoyoThoracic Oncology Unit and Laboratory of Personalized Medicine, Instituto Nacional de Cancerología (INCan), Av. San Fernando 22 Col. Sección XVI, Tlalpan, 14080, Mexico City, Mexico.
Enrique Soto-Perez-de-CelisCancer Care in the Elderly Clinic, Department of Geriatrics, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico.
Roberto Sánchez-ReyesThoracic Oncology Unit and Laboratory of Personalized Medicine, Instituto Nacional de Cancerología (INCan), Av. San Fernando 22 Col. Sección XVI, Tlalpan, 14080, Mexico City, Mexico.
Martha De la Torre-VallejoThoracic Oncology Unit and Laboratory of Personalized Medicine, Instituto Nacional de Cancerología (INCan), Av. San Fernando 22 Col. Sección XVI, Tlalpan, 14080, Mexico City, Mexico.
Saé Muñiz-HernándezThoracic Oncology Unit and Laboratory of Personalized Medicine, Instituto Nacional de Cancerología (INCan), Av. San Fernando 22 Col. Sección XVI, Tlalpan, 14080, Mexico City, Mexico.
Andrés F CardonaClinical and Translational Oncology Group, Institute of Oncology, Clínica del Country, Bogotá, Colombia.

Funding

No grant is acknowledged in the PubMed record.

8 · The paper itself

Abstract

The marked sentences are the ones the graph read a number from.

backgroundPrevious population-based studies have demonstrated an association between metformin use and improved survival among diabetic patients with cancer. We sought to analyze the effects of diabetes and its treatment in terms of the survival of patients with lung cancer.

methodsOverall, 1106 patients with non-small cell lung cancer (94.3 % with stage IV disease) were included. The outcomes were compared between the patients with (n = 186) and without diabetes (n = 920). The characteristics associated with antidiabetic treatment and proper glycemic control (defined as a mean plasma glucose <130 mg/dL) were examined at diagnosis. The overall survivals (OSs) of the different patient populations were analyzed using Kaplan-Meier curves, and a multivariate Cox proportional hazard model was used to determine the influences of the patient and tumor characteristics on survival.

resultsThe OS for the entire population was 18.3 months (95 % CI 16.1-20.4). There was no difference in the OSs of the diabetic and non-diabetic patients (18.5 vs 16.4 months, p = 0.62). The diabetic patients taking metformin exhibited a superior OS than did those on other antidiabetic treatments (25.6 vs 13.2 months, p = 0.017). Those with proper glycemic control had a better OS than did those without proper glycemic control and the non-diabetics (40.5 vs 13.2 and 18.5 months, respectively, p < 0.001). Both the use of metformin (HR 0.53, p < 0.0001 and HR 0.57, p = 0.017, respectively) and proper glycemic control (HR 0.49, p < 0.0001 and HR 0.40, p = 0.002, respectively) were significant protective factors in all and only diabetic patients, respectively.

conclusionsThe diabetic patients with proper glycemic control exhibited a better OS than did those without proper glycemic control and even exhibited a better OS than did the patients without diabetes mellitus. Metformin use was independently associated with a better OS.

Indexed as

AdultAgedCarcinoma, Non-Small-Cell LungDiabetes Mellitus, Type 2FemaleHumansHypoglycemic AgentsLung NeoplasmsMaleMetforminMiddle AgedProportional Hazards ModelsRetrospective StudiesSurvival AnalysisHypoglycemic AgentsMetforminCarcinomaDiabetes mellitusHypoglycemic agentsMetforminNon-Small-Cell Lung

Identifiers

PMID27519177
PMCPMC4983059

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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.