Evidence mapPaperPMID 41338934Full record

Observational studyBMJ open diabetes research & care2025

High-density lipoprotein cholesterol and kidney disease progression in patients with type 2 diabetes mellitus: the Fukushima Cohort Study.

Kei Nakada, Kenichi Tanaka, Hiroshi Kimura, Hirotaka Saito, Akira Oda, Syuhei Watanabe, Michio Shimabukuro, Koichi Asahi, Tsuyoshi Watanabe, Junichiro James Kazama

Abstract readObservational Study
In one paragraph

Observational study in BMJ open diabetes research & care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

10 authors.

Kei NakadaDepartment of Nephrology and Hypertension, Fukushima Medical University, Fukushima, Japan.
Kenichi TanakaDepartment of Nephrology and Hypertension, Fukushima Medical University, Fukushima, Japan kennichi@fmu.ac.jp.ORCID http://orcid.org/0000-0003-4655-9355
Hiroshi KimuraDepartment of Nephrology and Hypertension, Fukushima Medical University, Fukushima, Japan.ORCID http://orcid.org/0000-0002-2331-215X
Hirotaka SaitoDepartment of Nephrology and Hypertension, Fukushima Medical University, Fukushima, Japan.
Akira OdaDepartment of Nephrology and Hypertension, Fukushima Medical University, Fukushima, Japan.
Syuhei WatanabeDepartment of Nephrology and Hypertension, Fukushima Medical University, Fukushima, Japan.
Michio ShimabukuroDivision of Advanced Community Based Care for Lifestyle Related Diseases, Fukushima Medical University, Fukushima, Japan.
Koichi AsahiDivision of Advanced Community Based Care for Lifestyle Related Diseases, Fukushima Medical University, Fukushima, Japan.
Tsuyoshi WatanabeDivision of Advanced Community Based Care for Lifestyle Related Diseases, Fukushima Medical University, Fukushima, Japan.
Junichiro James KazamaDepartment of Nephrology and Hypertension, Fukushima Medical University, Fukushima, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionDyslipidemia is a major risk factor for cardiovascular disease in type 2 diabetes mellitus (T2DM), but its association with kidney disease progression remains incompletely defined. Although low high-density lipoprotein cholesterol (HDL-C) has been linked to diabetic nephropathy, evidence regarding hard kidney outcomes is limited. We examined the associations between HDL-C and kidney events in patients with T2DM, in comparison with other lipid parameters. RESEARCH DESIGN AND

methodsA total of 1,033 patients with T2DM from the Fukushima Cohort Study were included. Participants were followed for kidney events, defined as a ≥50% decrease in estimated glomerular filtration rate (eGFR) or onset of kidney failure requiring kidney replacement therapy, and all-cause mortality over a median follow-up period of 5.3 years. Lipid parameters HDL-C, triglycerides (TG), low-density lipoprotein cholesterol, non-HDL-C, and TG/HDL-C ratio were categorized into quartiles and evaluated using Cox proportional hazards models, adjusted for age, sex, smoking history, history of cardiovascular disease, body mass index, systolic blood pressure, eGFR, hemoglobin A1c, and proteinuria.

resultsThe median patient age was 66 years, 56% were men, and the median eGFR was 68.6 mL/min/1.73 m

conclusionsLow HDL-C levels were independently associated with kidney events and all-cause mortality in patients with T2DM. Future studies are warranted to clarify whether interventions targeting HDL-C can improve kidney disease progression in this high-risk population. TRIAL REGISTRATION NUMBER: UMIN000040848.

Indexed as

Cholesterol, HDLDiabetes Mellitus, Type 2Diabetic NephropathiesRenal InsufficiencyAgedCholesterol, LDLDisease ProgressionFemaleFollow-Up StudiesGlomerular Filtration RateHumansJapanLongitudinal StudiesMaleMiddle AgedProportional Hazards ModelsCholesterol, HDLCholesterol, LDLTriglyceridesCholesterol, HDLDiabetes Mellitus, Type 2Kidney Failure, ChronicMortality

Identifiers

PMID41338934
PMCPMC12682186

What Socratic 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 Socratic graph.