Evidence map›Paper›PMID 40898266›Full record

ArticleJournal of translational medicine2025

Establishing next-generation reference intervals for pro-gastrin-releasing peptide using a dynamic modeling approach.

Dong Zhu, Haibin Zhao, Weicheng Zhang, Xiuying Zhao

Abstract read
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Article in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Dong ZhuDepartment of Laboratory Medicine, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, No. 168 Litang Road, Changping District, Beijing, 102218, China. zhudongcherish@163.com.ORCID 0000-0002-2175-4499
Haibin ZhaoDepartment of Laboratory Medicine, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, No. 168 Litang Road, Changping District, Beijing, 102218, China.
Weicheng ZhangMedical College, Dalian University, Dalian, 116622, China.
Xiuying ZhaoDepartment of Laboratory Medicine, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, No. 168 Litang Road, Changping District, Beijing, 102218, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSerum pro-gastrin-releasing peptide (ProGRP) levels significantly vary with age. However, conventional partitioned reference intervals (RIs) fail to reflect the continuous and subtle physiological changes associated with aging. To address this limitation, we investigated the age- and sex-specific dynamics of ProGRP levels and innovatively developed next-generation RIs for adults and elderly individuals in North China.

methodsA total of 4136 rigorously screened individuals (aged 20-80 years) were analyzed. The effects of age and sex on ProGRP levels were assessed using Mann-Whitney U tests, Spearman's correlation, and Kruskal-Wallis tests. The Harris-Boyd method was used to evaluate the necessity of sex or age partitioning. Age-partitioned RIs were established using a nonparametric method. Next-generation RI models were developed using generalized additive models for location, scale, and shape, with age-related dynamics visualized. The clinical applicability of both RI types was evaluated by comparing upper reference limit flagging rates across age subgroups; rates closer to the theoretical 2.5% were considered indicative of superior RI accuracy.

resultsSex had a minimal and clinically insignificant effect on ProGRP levels. In contrast, age had a significant effect: concentrations remained stable until approximately 40 years of age, followed by progressive increases. The partitioned RIs were defined as 0-52.77 pg/mL (20-49 years) and 0-63.68 pg/mL (≥ 50 years). Next-generation RIs were quantified and visualized. Compared with partitioned RIs, next-generation RIs yielded reference limit flagging rates more closely aligned with the theoretical 2.5% across most age groups and demonstrated significantly greater stability (1.83%-3.74% vs. 1.07%-7.10%).

conclusionsCompared with partitioned RIs, next-generation RIs for ProGRP improve the accuracy of laboratory result interpretation. With advances in laboratory informatics, broader clinical implementation of next-generation RIs is anticipated.

Indexed as

Gastrin-Releasing PeptidePeptide FragmentsAdultAgedAged, 80 and overAge FactorsFemaleHumansMaleMiddle AgedReference ValuesYoung AdultGastrin-Releasing PeptidePeptide FragmentsAge-related variationGeneralized additive models for locationNext-generation reference intervalsPro-gastrin-releasing peptideReference intervalsScaleShape

Identifiers

PMID40898266
PMCPMC12403573

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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.