Evidence map›Paper›PMID 41639534›Full record

ArticleJournal of cardiovascular translational research2026

Computational Predictive Modeling of Surgical Outcomes in Total Anomalous Pulmonary Venous Connection: Assessing the Impact of Pulmonary Venous Confluence Size on Preoperative Planning.

Jie Jin, Zhuo Shi, Qiang Gao, Jing Yu, Irina Jin, Jiawei Liang, Xiangming Fan

Abstract readValidation Study
In one paragraph

Article in Journal of cardiovascular translational research, 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
–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

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

7 authors.

Jie JinDepartment of Cardiac Surgery, The Children's Hospital, Zhejiang University School of Medicine, #3333, Binsheng Road, Binjiang District, Hangzhou, 310052, China.
Zhuo ShiDepartment of Cardiac Surgery, The Children's Hospital, Zhejiang University School of Medicine, #3333, Binsheng Road, Binjiang District, Hangzhou, 310052, China.
Qiang GaoDepartment of Cardiac Surgery, The Children's Hospital, Zhejiang University School of Medicine, #3333, Binsheng Road, Binjiang District, Hangzhou, 310052, China.
Jing YuDepartment of Ultrasonography, The Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Irina JinNational Center for Materials Study and Testing, Technical University of Moldova, Stefan Cel Mare Av. 168, MD-2004, Chisinau, Republic of Moldova.
Jiawei LiangDepartment of Radiology, The Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Xiangming FanDepartment of Cardiac Surgery, The Children's Hospital, Zhejiang University School of Medicine, #3333, Binsheng Road, Binjiang District, Hangzhou, 310052, China. fanxiangming@zju.edu.cn.ORCID 0000-0002-9561-5440

Funding

Natural Science Foundation of Zhejiang Province LY23H020007
6 · The paper itself

Abstract

To develop a predictive model for optimal anastomosis sizing in TAPVC surgery, focusing on the role of pulmonary venous confluence (PVC) size. A patient-specific fluid-structure interaction (FSI) model simulated blood flow through various anastomosis sizes. Key variables included body weight, anastomosis length, and PVC size. The model's predictions were validated against postoperative echocardiographic measurements from nine TAPVC cases. A strong positive correlation was found between flow velocity and the ratio of body weight to anastomosis length and PVC circumference. Including PVC size significantly improved predictive accuracy. No significant difference was observed between predicted and measured velocities. PVC size is a critical factor for planning TAPVC surgery. Incorporating it into computational models enhances the prediction of flow dynamics and supports personalized surgical decision-making.

Indexed as

Cardiac Surgical ProceduresModels, CardiovascularPatient-Specific ModelingPulmonary VeinsScimitar SyndromeAnastomosis, SurgicalBlood Flow VelocityDecision Support TechniquesHemodynamicsHumansPredictive Value of TestsPulmonary CirculationReproducibility of ResultsTreatment OutcomeAnastomosisEquationFluid–structure interactionPulmonary veinTAPVC

Identifiers

PMID41639534
PMCPMC12872693

What OpenQuestion holds

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Registered trials

None linked

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.