Evidence map›Paper›PMID 42524923›Full record

ArticleEinstein (Sao Paulo, Brazil)2026

Temporal trends in LDL cholesterol levels from 2009 to 2023: a comprehensive analysis of 2.4 million patient records in São Paulo, Brazil.

Paulo Roberto Telles Pires Dias, Queoma Silveira Mariante, Flavia Paiva Proença Lobo Lopes

Abstract read
In one paragraph

Article in Einstein (Sao Paulo, Brazil), 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
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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.

Paulo Roberto Telles Pires DiasInstituto de Ensino e Pesquisa, Diagnosticos da America SA, Barueri, SP, Brazil.ORCID http://orcid.org/0000-0002-5815-3400
Queoma Silveira MarianteInstituto de Ensino e Pesquisa, Diagnosticos da America SA, Barueri, SP, Brazil.ORCID http://orcid.org/0009-0003-0495-1890
Flavia Paiva Proença Lobo LopesInstituto de Ensino e Pesquisa, Diagnosticos da America SA, Barueri, SP, Brazil.ORCID http://orcid.org/0000-0002-6713-4041

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study aimed to evaluate monthly trends in low-density lipoprotein cholesterol (LDL-C) levels in the examined population.

methodsMonthly trends in LDL-C levels from 2009 to 2023 were analyzed in a predominantly outpatient cohort that underwent testing at Laboratório Dasa units in São Paulo, Brazil. A comprehensive analysis was conducted using 2,469,979 complete records with valid LDL-C results obtained from databases of a national clinical laboratory. Monthly mean and median LDL-C values were calculated and analyzed according to sex and age groups.

resultsPiecewise regression analysis of temporal trends identified a breakpoint in 2018, indicating a change in slope. The average monthly decline in LDL-C levels from 2009 to 2018 was 0.159 mg/dL (p<0.001). After 2018, the average LDL-C level increased, with a monthly increase of 0.142 mg/dL (p<0.001). This pattern was consistent across both sexes and across most of the examined age groups. Autoregressive integrated moving average time series analysis revealed seasonal variations in LDL-C levels, with a tendency towards lower levels during warmer months and higher levels during colder months.

conclusionModel projections suggest a potential upward trend in LDL-C levels in the coming years. These trends indicate that the historical decline in LDL-C levels observed from 2009 to 2018 has not persisted in recent years. Further research is needed to elucidate the underlying causes of these observed trends and to develop strategies aimed at reducing serum lipid levels associated with cardiovascular risk.

Indexed as

Cholesterol, LDLAdolescentAdultAgedAge DistributionBrazilChildFemaleHumansMaleMiddle AgedSeasonsTime FactorsYoung AdultCholesterol, LDL

Identifiers

PMID42524923
PMCPMC13399284

What OpenQuestion holds

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Registered trials

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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.