Evidence map›Paper›PMID 41225575›Full record

ArticleNutrition & metabolism2025

Association of fructose-1,6-diphosphatase 1 with the progression of diabetic kidney disease.

Ziqi Fu, Zitong Chen, Shuaibo Bian, Li Li, Suheng Geng, Jiaxin Dong, Simeng Liu, Lin Wu, Jingfeng Zhu, Honglei Guo and 6 more

Abstract read
In one paragraph

Article in Nutrition & metabolism, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Renal gluconeogenesis: a key metabolic hub in health and kidney disease.Nephrology, dialysis, transplantation : official publication of the European Dialysis and Transplant Association - European Renal Association · 2026
    Review
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

16 authors.

Ziqi Fu *Department of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Zitong Chen *Department of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Shuaibo BianDepartment of Nephrology, The Affiliated Suqian First People's Hospital of Nanjing Medical University, Suqian, 223800, China.
Li LiDepartment of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Suheng GengDepartment of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Jiaxin DongDepartment of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Simeng LiuDepartment of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Lin WuDepartment of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Jingfeng ZhuDepartment of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Honglei GuoDepartment of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Ao BianDepartment of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Kang LiuDepartment of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Jiafa RenDepartment of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China.
Changying Xing *Department of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China. cyxing@njmu.edu.cn.ORCID http://orcid.org/0000-0002-2407-5360
Zhimin Huang *Department of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China. jane.huang@njmu.edu.cn.ORCID http://orcid.org/0000-0002-6022-6525
Huijuan Mao *Department of Nephrology, Jiangsu Province Hospital and The First Affiliated Hospital with Nanjing Medical University, Nanjing, 210029, China. maohuijuan72@njmu.edu.cn.ORCID http://orcid.org/0000-0001-7410-1486

Funding

Chunhui Project Foundation of the Education Department of China No. HZKY20220176Clinical Diagnosis and Treatment Technology Innovation "Open Bidding and Leader Selecting" Project of Jiangsu Province Hospital JBGS202418Jiangsu Province Hospital (the First Affiliated Hospital with Nanjing Medical University) Clinical Capacity Enhancement Project JSPH-MA-2023-4Jiangsu Provincial Medical Key Discipline (Laboratory) Cultivation Unit JSDW202206National Natural Science Foundation of China No.82200804National Natural Science Foundation of China No. 82300775National Natural Science Foundation of China No. 82470766Specialized Diseases Clinical Research Fund of Jiangsu Province Hospital XB202408
6 · The paper itself

Abstract

backgroundDiabetic Kidney Disease (DKD) is one of the most serious complications of diabetes mellitus, and a main cause of end-stage kidney disease (ESKD). The identification of clinically applicable molecular biomarkers for monitoring DKD progression has become increasingly essential. In this study, we aim to investigate the relationship between the expression of fructose-1,6-bisphosphatase 1 (FBP1), a rate-limiting enzyme in gluconeogenesis, and DKD.

methodsA two-sample Mendelian randomization (MR) analysis was conducted using plasma protein quantitative trait loci data obtained from deCODE genetics and DKD genome-wide association study data acquired from the Finnish Biobank Alliance to assess the causal relationship between FBP1 and DKD. In parallel, a retrospective cohort study was performed involving 107 patients with biopsy-confirmed DKD, in which DKD progression was defined as a composite endpoint consisting of serum creatinine doubling or ESKD. For this endpoint, a predictive nomogram was subsequently developed.

resultsMR results suggested that a genetically predicted higher level of circulating FBP1 was associated with a low risk of DKD (OR 0.57, 95% CI 0.33-0.98; P = 0.04) in diabetic patients. The expression level of renal FBP1 decreased with the progression of DKD pathological stage. Its expression level was positively correlated with estimated glomerular filtration rate (eGFR) (r = 0.717, P < 0.001) and expression of renal carnitine palmitoyl transferase 1 A (a rate-limiting enzyme in fatty acid oxidation) (r = 0.745, P < 0.001). During a median follow-up of 26 months, 41 (38%) patients suffered from DKD progression. Multivariate Cox regression indicated that a reduced renal expression level of FBP1 was correlated with an increased risk of DKD progression (HR 0.325, 95% CI 0.107-0.986, P = 0.047). Finally, the integration of FBP1 with 24-h urine protein and eGFR into a nomogram significantly improved the prediction of 1-year and 3-year event-free survival in DKD (C-index: 0.871 vs. 0.794, P = 0.011), demonstrating its additive prognostic value.

conclusionsRenal FBP1 might be a potential biomarker reflecting the severity of renal function and kidney progression in biopsy-proven DKD stages II to IV.

Indexed as

Carnitine palmitoyl transferase 1ADiabetic kidney diseaseFructose-1,6-diphosphatase 1Gluconeogenesis

Identifiers

PMID41225575
PMCPMC12613888

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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.