Evidence map›Paper›PMID 27259530›Full record

ArticleBMJ open2016

Statin adherence and risk of acute cardiovascular events among women: a cohort study accounting for time-dependent confounding affected by previous adherence.

Piia Lavikainen, Arja Helin-Salmivaara, Mervi Eerola, Gang Fang, Juha Hartikainen, Risto Huupponen, Maarit Jaana Korhonen

Abstract read
In one paragraph

Article in BMJ open, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing 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.

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

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

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Review
  6. Article
  7. Article
  8. Article
  9. The influence of statin withdrawal and adherence on stroke outcomes.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2021
    Article
  10. Article
  11. Noninvasive Ventilation Use in Critically Ill Patients with Acute Asthma Exacerbations.American journal of respiratory and critical care medicine · 2020
    Article
  12. Article
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

7 authors.

Piia LavikainenDepartment of Pharmacology, Drug Development and Therapeutics, University of Turku, Turku, Finland Drug Research Doctoral Programme, University of Turku, Turku, Finland.
Arja Helin-SalmivaaraDepartment of Pharmacology, Drug Development and Therapeutics, University of Turku, Turku, Finland Unit of Primary Health Care, Hospital District of Helsinki and Uusimaa, Helsinki, Finland.
Mervi EerolaThe Center of Statistics, University of Turku, Turku, Finland.
Gang FangDivision of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina, USA.
Juha HartikainenHeart Center, Kuopio University Hospital, Kuopio, Finland School of Medicine, University of Eastern Finland, Kuopio, Finland.
Risto HuupponenDepartment of Pharmacology, Drug Development and Therapeutics, University of Turku, Turku, Finland Department of Clinical Pharmacology, Tykslab, Turku University Hospital, Turku, Finland.
Maarit Jaana KorhonenDepartment of Pharmacology, Drug Development and Therapeutics, University of Turku, Turku, Finland Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesPrevious studies on the effect of statin adherence on cardiovascular events in the primary prevention of cardiovascular disease have adjusted for time-dependent confounding, but potentially introduced bias into their estimates as adherence and confounders were measured simultaneously. We aimed to evaluate the effect when accounting for time-dependent confounding affected by previous adherence as well as time sequence between factors.

designRetrospective cohort study.

settingFinnish healthcare registers.

participantsWomen aged 45-64 years initiating statin use for primary prevention of cardiovascular disease in 2001-2004 (n=42 807). OUTCOMES: Acute cardiovascular event defined as a composite of acute coronary syndrome and acute ischaemic stroke was our primary outcome. Low-energy fractures were used as a negative control outcome to evaluate the healthy-adherer effect.

resultsDuring the 3-year follow-up, 474 women experienced the primary outcome event and 557 suffered a low-energy fracture. The causal HR estimated with marginal structural model for acute cardiovascular events for all the women who remained adherent (proportion of days covered ≥80%) to statin therapy during the previous adherence assessment year was 0.78 (95% CI: 0.65 to 0.94) when compared with everybody remaining non-adherent (proportion of days covered <80%). The result was robust against alternative model specifications. Statin adherers had a potentially reduced risk of experiencing low-energy fractures compared with non-adherers (HR 0.90, 95% CI 0.76 to 1.07).

conclusionsOur study, which took into account the time dependence of adherence and confounders, as well as temporal order between these factors, is support for the concept that adherence to statins in women in primary prevention decreases the risk of acute cardiovascular events by about one-fifth in comparison to non-adherence. However, part of the observed effect of statin adherence on acute cardiovascular events may be due to the healthy-adherer effect.

Indexed as

Drug MonitoringPrimary PreventionWomen's HealthCardiovascular DiseasesDyslipidemiasFemaleFinlandFollow-Up StudiesHumansHydroxymethylglutaryl-CoA Reductase InhibitorsIncidenceMiddle AgedProportional Hazards ModelsRegistriesRetrospective StudiesRisk AssessmentHydroxymethylglutaryl-CoA Reductase Inhibitorsacute coronary syndromeacute ischemic strokeadherence to statinsmarginal structural modeltime-dependent confoundingwomen

Identifiers

PMID27259530
PMCPMC4893857

What OpenQuestion holds

Texttitle and abstract
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.