SPP2311

logo_spp
logo_spp

Fluid-Structure-Interaction modeling of the heart hemodynamics using statistical shape models

PIs: Leonid Goubergrits, Katharina Vellguth, Titus Kühne, Fabian Barbieri

Workflow from medical image data to surface representation for computational fluid dynamics simulations

Aim:

The project develops a comprehensive simulation framework for personalized analysis of heart diseases. Coupling advanced numerical models, it integrates clinical data to simulate patient-specific conditions and outcomes, aiding in research, decision support, and treatment planning.

Comparison of intracardiac hemodynamics before and after surgical ventricular restoration

Description:

For the diagnosis and treatment of heart diseases, in silico medicine plays an increasingly important role. In the first funding period of our project in the SPP2311 program, we successfully developed a set of computational models to investigate clinically decisive hemodynamic parameters, including a verified image-based prescribed-motion fluid-structure-interaction (FSI) approach, combined with statistical shape models (SSM) and a lumped element model (LEM).

In the second project phase, we will extend, refine, and couple the existing models to obtain a comprehensive methodological framework that allows robust representation of individual patient conditions and reliable simulation of biomarkers for clinically relevant heart diseases. The FSI approach will be complemented by important structural parameters, namely myocardial contraction, global longitudinal strains, and heart valve dynamics. For this purpose, the SSM and LEM will be employed to enhance and complement clinical real-world data and provide boundary conditions for the biomechanical simulations. Close cooperation between engineers and clinicians will ensure the addressing of relevant clinical needs and the evaluation of simulated results with respect to clinical real-world data. Prospective data of healthy volunteers and phantom measurements will be acquired for methodological development and validation. Subsequently, retrospective patient data of pathological cases will be used to show clinical applicability. The framework will enable us to approach individual treatment planning by creating a personalized baseline model for a specific dataset in a largely standardized and automated manner. The baseline model can be used to simulate altered patient states, which are either not measurable in clinical routine, such as a post-operative treatment outcome, or imply additional risk to the patient, like stress testing. Both baseline and altered patient states can be simulated based on all common image modalities in cardiology, emphasizing our framework’s generalizability.

The technical outcome of this project will be a validated methodological framework with robust coupling and flexible combination of the modeling modules (LEM, FSI, SSM), covering simulations of the circulation, hemodynamics, structure, and anatomical features with the possibility to complement missing clinical data. The expected results on the clinical side comprise the applicability of the methodological framework to research different clinical questions and as treatment planning tools and for decision support applicable to different sources of clinical data.

Involved Institutions:

Deutsches Herzzentrum der Charité, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany
Deutsches Herzzentrum der Charité, Department of Cardiology, Angiology and Intensive Care Medicine, Berlin, Germany
Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany

Applicants:

Prof. Dr.-Ing. Leonid Goubergrits

Prof. Dr.-Ing. Leonid Goubergrits

Deutsches Herzzentrum der Charité, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany
Dr.-Ing. Katharina Vellguth

Dr.-Ing. Katharina Vellguth

Deutsches Herzzentrum der Charité, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany
Prof. Dr. med. Titus Kühne

Prof. Dr. med. Titus Kühne

Deutsches Herzzentrum der Charité, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany
Dr. med univ. Fabian Barbieri, Ph.D

Dr. med univ. Fabian Barbieri, Ph.D

Deutsches Herzzentrum der Charité, Department of Cardiology, Angiology and Intensive Care Medicine, Berlin, Germany
M. Sc. Lukas Obermeier

M. Sc. Lukas Obermeier

Deutsches Herzzentrum der Charité, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany
M. Sc. Moritz Wiegand

M. Sc. Moritz Wiegand

Deutsches Herzzentrum der Charité, Institute of Computer-assisted Cardiovascular Medicine, Berlin, Germany

Publications

2024

Obermeier, Lukas; Wiegand, M.; Hellmeier, F.; Manini, C.; Kuehne, Titus; Goubergrits, Leonid

Verification Study of In Silico Computed Intracardiac Blood Flow With 4D Flow MRI Artikel

In: IEEE Transactions on Biomedical Engineering, Bd. 71, Ausg. 9, S. 2568 - 2579, 2024.

Abstract | Links | BibTeX

Obermeier, Lukas; Korte, Jana; Vellguth, Katharina; Barbieri, Fabian; Hellmeier, Florian; Berg, Philipp; Goubergrits, Leonid

Inter-model and inter-modality analysis of left ventricular hemodynamics: comparative study of two CFD approaches based on TTE and MRI Artikel

In: GAMM-Mitteilungen, 2024.

Links | BibTeX

2022

Vellguth, Katharina; Barbieri, Fabian; Reinthaler, Markus; Kasner, Mario; Landmesser, Ulf; Kuehne, Titus; Hennemuth, Anja; Walczak, Lars; Goubergrits, Leonid

Effect of transcatheter edge-to-edge repair device position on diastolic hemodynamic parameters: An echocardiography-based simulation study Artikel

In: Front. Cardiovasc. Med., Bd. 9, 2022, ISSN: 2297-055X.

Abstract | Links | BibTeX

Goubergrits, Leonid; Vellguth, Katharina; Obermeier, Lukas; Schlief, Adriano; Tautz, Lennart; Bruening, Jan; Lamecker, Hans; Szengel, Angelika; Nemchyna, Olena; Knosalla, Christoph; Kuehne, Titus; Solowjowa, Natalia

CT-Based Analysis of Left Ventricular Hemodynamics Using Statistical Shape Modeling and Computational Fluid Dynamics Artikel

In: Front. Cardiovasc. Med., 05 July 2022, Bd. Sec. Cardiovascular Imaging, Ausg. Volume 9 - 2022, S. 901902, 2022.

Links | BibTeX

Obermeier, Lukas; Vellguth, Katharina; Schlief, Adriano; Tautz, Lennart; Bruening, Jan; Knosalla, Christoph; Kuehne, Titus; Solowjowa, Natalia; Goubergrits, Leonid

CT-Based Simulation of Left Ventricular Hemodynamics: A Pilot Study in Mitral Regurgitation and Left Ventricle Aneurysm Patients Artikel

In: Frontiers in Cardiovascular Medicine, Ausg. 9/2022, 2022, ISSN: 2297-055X.

Abstract | Links | BibTeX