Evidence map›Paper›PMID 41928472›Full record

ArticleHGG advances2026

When splicing is not all or none: GT>GC 5' splice-site variants as a model for intermediate effects and challenges in variant classification.

Jin-Huan Lin, Hao Wu, Xin-Ying Tang, Emmanuelle Masson, Peter D Stenson, Andrew D Phillips, David N Cooper, Claude Férec, Zhuan Liao, Wen-Bin Zou and 1 more

Abstract read
In one paragraph

Article in HGG advances, 2026. 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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0citing 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

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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

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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

11 authors.

Jin-Huan LinDepartment of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China; Shanghai Institute of Pancreatic Diseases, Shanghai 200433, China.
Hao WuDepartment of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China; Shanghai Institute of Pancreatic Diseases, Shanghai 200433, China.
Xin-Ying TangDepartment of Gastroenterology, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai 200433, China.
Emmanuelle MassonUniv Brest, Inserm, EFS, UMR 1078, GGB, 29200 Brest, France; Service de Génétique Médicale et de Biologie de la Reproduction, CHU Brest, 29200 Brest, France.
Peter D StensonInstitute of Medical Genetics, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK.
Andrew D PhillipsInstitute of Medical Genetics, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK.
David N CooperInstitute of Medical Genetics, School of Medicine, Cardiff University, Cardiff CF14 4XN, UK.
Claude FérecUniv Brest, Inserm, EFS, UMR 1078, GGB, 29200 Brest, France.
Zhuan LiaoDepartment of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China; Shanghai Institute of Pancreatic Diseases, Shanghai 200433, China.
Wen-Bin ZouDepartment of Gastroenterology, Changhai Hospital, Naval Medical University, Shanghai 200433, China; Shanghai Institute of Pancreatic Diseases, Shanghai 200433, China. Electronic address: dr.wenbinzou@hotmail.com.
Jian-Min ChenUniv Brest, Inserm, EFS, UMR 1078, GGB, 29200 Brest, France. Electronic address: jian-min.chen@univ-brest.fr.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Variants with intermediate functional effects-neither fully disruptive nor functionally neutral-represent an under-recognized source of genetic complexity and define a functional gray zone that complicates variant classification. Here, we address this issue using GT>GC (+2T>C) 5' splice-site variants as a tractable model, as approximately 15%-18% of such substitutions retain variable levels of residual wild-type (WT) transcript. Using residual WT transcript as a quantitative functional readout, we first revisited disease-associated GT>GC variants previously shown to retain substantial WT transcript, including SPINK1 c.194+2T>C, HBB c.315+2T>C, and BRCA2 c.8331+2T>C, illustrating how intermediate splicing effects complicate clinical interpretation across distinct genes and disease contexts. We then performed a locus-wide assessment of all 26 theoretically possible GT>GC substitutions in CFTR, integrating SpliceAI delta donor-loss scores with classifications from expert-curated databases. Minigene splicing analyses of four selected CFTR variants, together with full-length and minigene analyses of a BAP1 GT>GC variant with conflicting clinical interpretations, revealed heterogeneous and context-dependent splicing outcomes, underscoring both inter-assay variability and the inherent limitations of commonly used splicing assay systems. Collectively, our findings indicate that GT>GC variants capable of generating appreciable residual WT transcript exemplify a broader class of intermediate-effect alleles that expose the limitations of both computational prediction and experimental assessment. These observations highlight the need for classification frameworks that incorporate quantitative functional data and better capture the continuum of variant effects.

Indexed as

RNA Splice SitesRNA SplicingCystic Fibrosis Transmembrane Conductance RegulatorHumansMutationCystic Fibrosis Transmembrane Conductance RegulatorRNA Splice Sites+2T>CACMG/AMP variant classification guidelinescanonical splice-site variantsClinVarGT>GCintermediate functional effectsLoF variantsloss of functionresidual wild-type transcriptSpliceAIvariant effect spectrumvariants of uncertain significanceVUS

Identifiers

PMID41928472
PMCPMC13129441

What Socratic holds

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LicenceCC BY-NC-ND
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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.