|
[1]
|
Khalil, H., Kanisicak, O., Prasad, V., Correll, R.N., Fu, X., Schips, T., et al. (2017) Fibroblast-Specific TGF-β-Smad2/3 Signaling Underlies Cardiac Fibrosis. Journal of Clinical Investigation, 127, 3770-3783. https://doi.org/10.1172/jci94753
|
|
[2]
|
Li, W., Lou, X., Zha, Y., Qin, Y., Zha, J., Hong, L., et al. (2023) Single-Cell RNA-Seq of Heart Reveals Intercellular Communication Drivers of Myocardial Fibrosis in Diabetic Cardiomyopathy. eLife, 12, e80479. https://doi.org/10.7554/elife.80479
|
|
[3]
|
Yasuda, N., Kato, S., Horita, N., Sekii, R., Sawamura, S., Nagase, H., et al. (2025) Synthetic Extracellular Volume Fraction as an Imaging Biomarker of the Myocardial Interstitium without Blood Sampling: A Systematic Review and Meta-Analysis. Journal of Cardiovascular Magnetic Resonance, 27, Article 101889. https://doi.org/10.1016/j.jocmr.2025.101889
|
|
[4]
|
Osokina, A., Karetnikova, V., Polikutina, O., Ivanova, A., Gruzdeva, O., Dyleva, Y., et al. (2021) Prognostic Potential of Cardiac Structural and Functional Parameters and N-Terminal Propeptide of Type III Procollagen in Predicting Cardiac Fibrosis One Year after Myocardial Infarction with Preserved Left Ventricular Ejection Fraction. Aging, 13, 194-203. https://doi.org/10.18632/aging.202495
|
|
[5]
|
Du, W., Piek, A., Schouten, E.M., de Kolk, C.W.A.V., Mueller, C., Mebazaa, A., et al. (2018) Plasma Levels of Heart Failure Biomarkers Are Primarily a Reflection of Extracardiac Production. Theranostics, 8, 4155-4169. https://doi.org/10.7150/thno.26055
|
|
[6]
|
Bosch, L., de Haan, J.J., Bastemeijer, M., van der Burg, J., van der Worp, E., Wesseling, M., et al. (2021) The Transverse Aortic Constriction Heart Failure Animal Model: A Systematic Review and Meta-Analysis. Heart Failure Reviews, 26, 1515-1524. https://doi.org/10.1007/s10741-020-09960-w
|
|
[7]
|
Litviňuková, M., Talavera-López, C., Maatz, H., Reichart, D., Worth, C.L., Lindberg, E.L., et al. (2020) Cells of the Adult Human Heart. Nature, 588, 466-472. https://doi.org/10.1038/s41586-020-2797-4
|
|
[8]
|
Ko, T., Nomura, S., Yamada, S., Fujita, K., Fujita, T., Satoh, M., et al. (2022) Cardiac Fibroblasts Regulate the Development of Heart Failure via Htra3-TGF-β-IGFBP7 Axis. Nature Communications, 13, Article No. 3275. https://doi.org/10.1038/s41467-022-30630-y
|
|
[9]
|
Yang, P., Zhu, L., Wang, S., Gong, J., Selvaraj, J.N., Ye, L., et al. (2024) Engineered Model of Heart Tissue Repair for Exploring Fibrotic Processes and Therapeutic Interventions. Nature Communications, 15, Article No. 7996. https://doi.org/10.1038/s41467-024-52221-9
|
|
[10]
|
Frangogiannis, N.G. (2022) Transforming Growth Factor-β in Myocardial Disease. Nature Reviews Cardiology, 19, 435-455. https://doi.org/10.1038/s41569-021-00646-w
|
|
[11]
|
Yoshida, S., Yoshida, T., Inukai, K., Kato, K., Yura, Y., Hattori, T., et al. (2024) Protein Kinase N Promotes Cardiac Fibrosis in Heart Failure by Fibroblast-to-Myofibroblast Conversion. Nature Communications, 15, Article No. 7638. https://doi.org/10.1038/s41467-024-52068-0
|
|
[12]
|
Li, T., Xiong, X., Wang, Y., Li, Y., Liu, Y., Zhang, M., et al. (2023) Neuroepithelial Cell-Transforming 1 Promotes Cardiac Fibrosis via the Wnt/β-Catenin Signaling Pathway. iScience, 26, Article 107888. https://doi.org/10.1016/j.isci.2023.107888
|
|
[13]
|
Liu, J., Xiao, Q., Xiao, J., Niu, C., Li, Y., Zhang, X., et al. (2022) Wnt/β-Catenin Signalling: Function, Biological Mechanisms, and Therapeutic Opportunities. Signal Transduction and Targeted Therapy, 7, Article No. 3. https://doi.org/10.1038/s41392-021-00762-6
|
|
[14]
|
Działo, E., Rudnik, M., Koning, R., Czepiel, M., Tkacz, K., Baj-Krzyworzeka, M., et al. (2019) Wnt3a and Wnt5a Transported by Exosomes Activate WNT Signaling Pathways in Human Cardiac Fibroblasts. International Journal of Molecular Sciences, 20, Article 1436. https://doi.org/10.3390/ijms20061436
|
|
[15]
|
Wang, Z., Zhang, Z., Ping, Z., Yang, S., Li, Y., Jiang, T., et al. (2026) Succinate-Driven PKM2 Succinylation and Dimerization Accelerates Age-Associated Cardiac Fibrosis. Communications Biology, 9, Article No. 633. https://doi.org/10.1038/s42003-025-09337-5
|
|
[16]
|
Du, L., Wang, X., Guo, Y., Tao, T., Wu, H., Xu, X., et al. (2024) Altered Lipid Metabolism Promoting Cardiac Fibrosis Is Mediated by CD34+ Cell-Derived FABP4+ Fibroblasts. Experimental & Molecular Medicine, 56, 1869-1886. https://doi.org/10.1038/s12276-024-01309-9
|
|
[17]
|
Li, Q., Yao, Y., Shi, S., Zhou, M., Zhou, Y., Wang, M., et al. (2019) Inhibition of miR‐21 Alleviated Cardiac Perivascular Fibrosis via Repressing EndMT in T1DM. Journal of Cellular and Molecular Medicine, 24, 910-920. https://doi.org/10.1111/jcmm.14800
|
|
[18]
|
Zhang, X., McLendon, J.M., Peck, B.D., Chen, B., Song, L. and Boudreau, R.L. (2023) Modulation of miR-29 Influences Myocardial Compliance Likely through Coordinated Regulation of Calcium Handling and Extracellular Matrix. Molecular Therapy Nucleic Acids, 34, Article 102081. https://doi.org/10.1016/j.omtn.2023.102081
|
|
[19]
|
Tao, L., Qin, Z., Lin, L., Guo, H., Liang, Z., Wang, T., et al. (2024) Long Noncoding RNA LncPostn Links TGF-β and P53 Signaling Pathways to Transcriptional Regulation of Cardiac Fibrosis. American Journal of Physiology-Cell Physiology, 326, C457-C472. https://doi.org/10.1152/ajpcell.00515.2023
|
|
[20]
|
Ghazal, R., Wang, M., Liu, D., Tschumperlin, D.J. and Pereira, N.L. (2025) Cardiac Fibrosis in the Multi-Omics Era: Implications for Heart Failure. Circulation Research, 136, 773-802. https://doi.org/10.1161/circresaha.124.325402
|
|
[21]
|
Hohn, J., Tan, W., Carver, A., Barrett, H. and Carver, W. (2021) Roles of Exosomes in Cardiac Fibroblast Activation and Fibrosis. Cells, 10, Article 2933. https://doi.org/10.3390/cells10112933
|
|
[22]
|
Piera-Velazquez, S. and Jimenez, S.A. (2019) Endothelial to Mesenchymal Transition: Role in Physiology and in the Pathogenesis of Human Diseases. Physiological Reviews, 99, 1281-1324. https://doi.org/10.1152/physrev.00021.2018
|
|
[23]
|
Frangogiannis, N.G. (2021) Cardiac Fibrosis. Cardiovascular Research, 117, 1450-1488. https://doi.org/10.1093/cvr/cvaa324
|
|
[24]
|
Wang, Y., Wang, M., Samuel, C.S. and Widdop, R.E. (2022) Preclinical Rodent Models of Cardiac Fibrosis. British Journal of Pharmacology, 179, 882-899. https://doi.org/10.1111/bph.15450
|
|
[25]
|
Webber, M., Jackson, S.P., Moon, J.C. and Captur, G. (2020) Myocardial Fibrosis in Heart Failure: Anti-Fibrotic Therapies and the Role of Cardiovascular Magnetic Resonance in Drug Trials. Cardiology and Therapy, 9, 363-376. https://doi.org/10.1007/s40119-020-00199-y
|
|
[26]
|
Wang, X., Zhu, X., Shi, L., Wang, J., Xu, Q., Yu, B., et al. (2023) A Time-Series Minimally Invasive Transverse Aortic Constriction Mouse Model for Pressure Overload-Induced Cardiac Remodeling and Heart Failure. Frontiers in Cardiovascular Medicine, 10, Article 1110032. https://doi.org/10.3389/fcvm.2023.1110032
|
|
[27]
|
Berger, J.H., Shi, Y., Matsuura, T.R., Batmanov, K., Chen, X., Tam, K., et al. (2025) Two-Hit Mouse Model of Heart Failure with Preserved Ejection Fraction Combining Diet-Induced Obesity and Renin-Mediated Hypertension. Scientific Reports, 15, Article No. 422. https://doi.org/10.1038/s41598-024-84515-9
|
|
[28]
|
Lindsey, M.L., Brunt, K.R., Kirk, J.A., Kleinbongard, P., Calvert, J.W., de Castro Brás, L.E., et al. (2021) Guidelines for in Vivo Mouse Models of Myocardial Infarction. American Journal of Physiology-Heart and Circulatory Physiology, 321, H1056-H1073. https://doi.org/10.1152/ajpheart.00459.2021
|
|
[29]
|
Nies, H.M.J.M., Gommers, S., Bijvoet, G.P., Heckman, L.I.B., Prinzen, F.W., Vogel, G., et al. (2022) Histopathological Validation of Semi-Automated Myocardial Scar Quantification Techniques for Dark-Blood Late Gadolinium Enhancement Magnetic Resonance Imaging. European Heart Journal-Cardiovascular Imaging, 24, 364-372. https://doi.org/10.1093/ehjci/jeac107
|
|
[30]
|
Muser, D., Chahal, A.A., Selvanayagam, J.B. and Nucifora, G. (2024) Clinical Applications of Cardiac Magnetic Resonance Parametric Mapping. Diagnostics, 14, Article 1816. https://doi.org/10.3390/diagnostics14161816
|
|
[31]
|
Kupusovic, J., Kessler, L., Kazek, S., Chodyla, M.K., Umutlu, L., Zarrad, F., et al. (2024) Delayed 68Ga-FAPI-46 PET/MR Imaging Confirms Ongoing Fibroblast Activation in Patients after Acute Myocardial Infarction. IJC Heart & Vasculature, 50, Article 101340. https://doi.org/10.1016/j.ijcha.2024.101340
|
|
[32]
|
Zhang, M., Quan, W., Zhu, T., Feng, S., Huang, X., Meng, H., et al. (2023) [68Ga] Ga-DOTA-FAPI-04 PET/MR in Patients with Acute Myocardial Infarction: Potential Role of Predicting Left Ventricular Remodeling. European Journal of Nuclear Medicine and Molecular Imaging, 50, 839-848. https://doi.org/10.1007/s00259-022-06015-0
|
|
[33]
|
Meng, F., Steimle, J.D., Straight, E., Li, R.G., Morikawa, Y., Iqbal, Z., et al. (2025) Gene Therapy Cm-Yapon Protects the Mouse Heart from Myocardial Infarction. Nature Cardiovascular Research, 4, 1616-1626. https://doi.org/10.1038/s44161-025-00744-9
|
|
[34]
|
Aghajanian, H., Kimura, T., Rurik, J.G., Hancock, A.S., Leibowitz, M.S., Li, L., et al. (2019) Targeting Cardiac Fibrosis with Engineered T Cells. Nature, 573, 430-433. https://doi.org/10.1038/s41586-019-1546-z
|
|
[35]
|
Nakano, K., Sadahiro, T., Fujita, R., Isomi, M., Abe, Y., Yamada, Y., et al. (2024) Development of Adeno-Associated Viral Vectors Targeting Cardiac Fibroblasts for Efficient in Vivo Cardiac Reprogramming. Stem Cell Reports, 19, 1389-1398. https://doi.org/10.1016/j.stemcr.2024.08.002
|
|
[36]
|
Perryman, L., Findlay, A., Baskar, J., Charlton, B., Foot, J., Hamilton, R., et al. (2025) The Small Molecule LOXL2 Inhibitor SNT-5382 Reduces Cardiac Fibrosis and Achieves Strong Clinical Target Engagement. Scientific Reports, 15, Article 22653. https://doi.org/10.1038/s41598-025-06312-2
|
|
[37]
|
Martin, T.P., MacDonald, E.A., Elbassioni, A.A.M., O’Toole, D., Zaeri, A.A.I., Nicklin, S.A., et al. (2022) Preclinical Models of Myocardial Infarction: From Mechanism to Translation. British Journal of Pharmacology, 179, 770-791. https://doi.org/10.1111/bph.15595
|
|
[38]
|
Shin, H.S., Shin, H.H. and Shudo, Y. (2021) Current Status and Limitations of Myocardial Infarction Large Animal Models in Cardiovascular Translational Research. Frontiers in Bioengineering and Biotechnology, 9, Article ID: 673683. https://doi.org/10.3389/fbioe.2021.673683
|
|
[39]
|
Weil, B.R., Graser, L., Rasam, S., Zimmer, H., Konecny, F., Techiryan, G., et al. (2025) Persistent Fibrosis and Left Ventricular Chamber Stiffening Despite Cessation of Repetitive Pressure Overload in Swine. JACC: Basic to Translational Science, 10, 844-859. https://doi.org/10.1016/j.jacbts.2025.02.009
|
|
[40]
|
Balachandran, S., Pozojevic, J., Sreenivasan, V.K.A. and Spielmann, M. (2023) Comparative Single-Cell Analysis of the Adult Heart and Coronary Vasculature. Mammalian Genome, 34, 276-284. https://doi.org/10.1007/s00335-022-09968-7
|
|
[41]
|
Van Linthout, S., Matz, I., González, A. and Davis, J. (2025) Cardiac Fibroblasts in Myocardial Injury and Heart Failure. European Heart Journal, 47, 2271-2285. https://doi.org/10.1093/eurheartj/ehaf902
|
|
[42]
|
Min, S., Kim, S., Sim, W., Choi, Y.S., Joo, H., Park, J., et al. (2024) Versatile Human Cardiac Tissues Engineered with Perfusable Heart Extracellular Microenvironment for Biomedical Applications. Nature Communications, 15, Article No. 2564. https://doi.org/10.1038/s41467-024-46928-y
|
|
[43]
|
Shang, Y., Xu, D., Sun, L., Zhao, Y. and Sun, L. (2024) A Biomimetic Optical Cardiac Fibrosis-on-a-Chip for High-Throughput Anti-Fibrotic Drug Screening. Research, 7, Article No. 0471. https://doi.org/10.34133/research.0471
|
|
[44]
|
Rexius-Hall, M.L., Khalil, N.N., Escopete, S.S., Li, X., Hu, J., Yuan, H., et al. (2022) A Myocardial Infarct Border-Zone-on-a-Chip Demonstrates Distinct Regulation of Cardiac Tissue Function by an Oxygen Gradient. Science Advances, 8, eabn7097. https://doi.org/10.1126/sciadv.abn7097
|
|
[45]
|
Basara, G., Celebi, L.E., Ronan, G., Discua Santos, V. and Zorlutuna, P. (2024) 3D Bioprinted Aged Human Post‐Infarct Myocardium Tissue Model. Health Science Reports, 7, e1945. https://doi.org/10.1002/hsr2.1945
|
|
[46]
|
Li, H., Shadrin, I., Helfer, A., et al. (2024) In Vitro Vascularization Improves in Vivo Functionality of Human Engineered Cardiac Tissues. Acta Biomaterialia, 211, 61-73.
|
|
[47]
|
Mastikhina, O., Moon, B., Williams, K., Hatkar, R., Gustafson, D., Mourad, O., et al. (2020) Human Cardiac Fibrosis-on-a-Chip Model Recapitulates Disease Hallmarks and Can Serve as a Platform for Drug Testing. Biomaterials, 233, Article 119741. https://doi.org/10.1016/j.biomaterials.2019.119741
|
|
[48]
|
Backhaus, S.J., Lange, T., Beuthner, B.E., Topci, R., Wang, X., Kowallick, J.T., et al. (2020) Real-Time Cardiovascular Magnetic Resonance T1 and Extracellular Volume Fraction Mapping for Tissue Characterisation in Aortic Stenosis. Journal of Cardiovascular Magnetic Resonance, 22, Article 46. https://doi.org/10.1186/s12968-020-00632-0
|
|
[49]
|
Meier, C., Eisenblätter, M. and Gielen, S. (2024) Myocardial Late Gadolinium Enhancement (LGE) in Cardiac Magnetic Resonance Imaging (CMR)—An Important Risk Marker for Cardiac Disease. Journal of Cardiovascular Development and Disease, 11, Article 40. https://doi.org/10.3390/jcdd11020040
|
|
[50]
|
Bakermans, A.J., Kouwenhoven, M., de Vos, J., de Vries, D.K., Reckman, Y.J., Farag, E.S., et al. (2023) A Comparison of Myocardial Magnetic Resonance Extracellular Volume Mapping at 3 T against Histology of Tissue Collagen in Severe Aortic Valve Stenosis and Obstructive Hypertrophic Cardiomyopathy. Magnetic Resonance Materials in Physics, Biology and Medicine, 36, 701-709. https://doi.org/10.1007/s10334-023-01070-6
|
|
[51]
|
Messroghli, D.R., Moon, J.C., Ferreira, V.M., Grosse-Wortmann, L., He, T., Kellman, P., et al. (2017) Clinical Recommendations for Cardiovascular Magnetic Resonance Mapping of T1, T2, T2* and Extracellular Volume: A Consensus Statement by the Society for Cardiovascular Magnetic Resonance (SCMR) Endorsed by the European Association for Cardiovascular Imaging (EACVI). Journal of Cardiovascular Magnetic Resonance, 19, Article 75. https://doi.org/10.1186/s12968-017-0389-8
|
|
[52]
|
Barton, A.K., Craig, N.J., Loganath, K., Joshi, S., Tsampasian, V., Mahendran, M., et al. (2025) Myocardial Fibroblast Activation after Acute Myocardial Infarction: A Positron Emission Tomography and Magnetic Resonance study. Journal of the American College of Cardiology, 85, 578-591. https://doi.org/10.1016/j.jacc.2024.10.103
|
|
[53]
|
Zhao, Y., Su, X., Xiang, B., Zhang, S. and Zhou, X. (2025) Application of 68Ga‐ and 177Lu‐Labeled FAP Inhibitor in Evaluation and Treatment of Cardiac Fibrosis after Myocardial Infarction. MedComm, 6, e70198. https://doi.org/10.1002/mco2.70198
|
|
[54]
|
Wang, L., Huang, S., Shan, F., Lou, J. and Liu, X. (2025) Recent Implications of FAPI PET in Cardiac Diseases. VIEW, 6, Article 20250110. https://doi.org/10.1002/viw.20250110
|
|
[55]
|
Sun, F., Wang, C., Feng, H., Yu, F., Zhang, X., Zhang, P., et al. (2023) Visualization of Activated Fibroblasts in Heart Failure with Preserved Ejection Fraction with [18F]AlF-NOTA-FAPI-04 PET/CT Imaging. Molecular Pharmaceutics, 20, 2634-2641. https://doi.org/10.1021/acs.molpharmaceut.3c00075
|
|
[56]
|
Foussier, C., Barral, P.A., Jerosh-Herold, M., Gariboldi, V., Rapacchi, S., Gallon, A., et al. (2021) Quantification of Diffuse Myocardial Fibrosis Using CMR Extracellular Volume Fraction and Serum Biomarkers of Collagen Turnover with Histologic Quantification as Standard of Reference. Diagnostic and Interventional Imaging, 102, 163-169. https://doi.org/10.1016/j.diii.2020.07.005
|
|
[57]
|
Rajah, M.R., Marais, E., Maarman, G.J., Doubell, E., Doubell, A.F. and Herbst, P.G. (2025) Utility of Serum Biomarkers of Myocardial Fibrosis in High-Gradient Severe Aortic Stenosis: An Explorative Cardiovascular Magnetic Resonance Imaging-Based Study. Diagnostics, 15, Article 1143. https://doi.org/10.3390/diagnostics15091143
|
|
[58]
|
Muendlein, A., Geiger, K., Leiherer, A., Saely, C.H., Fraunberger, P. and Drexel, H. (2020) Evaluation of the Associations between Circulating Micrornas and Kidney Function in Coronary Angiography Patients. American Journal of Physiology-Renal Physiology, 318, F315-F321. https://doi.org/10.1152/ajprenal.00429.2019
|
|
[59]
|
Duffy, G., Clarke, S.L., Christensen, M., He, B., Yuan, N., Cheng, S., et al. (2022) Confounders Mediate AI Prediction of Demographics in Medical Imaging. npj Digital Medicine, 5, Article No. 188. https://doi.org/10.1038/s41746-022-00720-8
|
|
[60]
|
Koehler, S., Kuhm, J., Huffaker, T., Young, D., Tandon, A., André, F., et al. (2025) Deep Learning-Based Aligned Strain from Cine Cardiac MRI for Detection of Fibrotic Myocardial Tissue in Patients with Duchenne Muscular Dystrophy. Radiology: Artificial Intelligence, 7, e240303. https://doi.org/10.1148/ryai.240303
|
|
[61]
|
Nakamori, S., Amyar, A., Fahmy, A.S., Ngo, L.H., Ishida, M., Nakamura, S., et al. (2024) Cardiovascular Magnetic Resonance Radiomics to Identify Components of the Extracellular Matrix in Dilated Cardiomyopathy. Circulation, 150, 7-18. https://doi.org/10.1161/circulationaha.123.067107
|
|
[62]
|
Raafs, A.G., Verdonschot, J.A.J., Henkens, M.T.H.M., Adriaans, B.P., Wang, P., Derks, K., et al. (2021) The Combination of Carboxy‐Terminal Propeptide of Procollagen Type I Blood Levels and Late Gadolinium Enhancement at Cardiac Magnetic Resonance Provides Additional Prognostic Information in Idiopathic Dilated Cardiomyopathy—A Multilevel Assessment of Myocardial Fibrosis in Dilated Cardiomyopathy. European Journal of Heart Failure, 23, 933-944. https://doi.org/10.1002/ejhf.2201
|
|
[63]
|
Tejani, A.S., Klontzas, M.E., Gatti, A.A., et al. (2024) Checklist for Artificial Intelligence in Medical Imaging (CLAIM): 2024 Update. Radiology: Artificial Intelligence, 6, e240300.
|
|
[64]
|
Collins, G.S., Moons, K.G.M., Dhiman, P., et al. (2024) TRIPOD+AI Statement: Updated Guidance for Reporting Clinical Prediction Models That Use Regression or Machine Learning Methods. BMJ, 385, e078378.
|
|
[65]
|
Lewis, G.A., Dodd, S., Clayton, D., Bedson, E., Eccleson, H., Schelbert, E.B., et al. (2021) Pirfenidone in Heart Failure with Preserved Ejection Fraction: A Randomized Phase 2 Trial. Nature Medicine, 27, 1477-1482. https://doi.org/10.1038/s41591-021-01452-0
|
|
[66]
|
Kuppe, C., Ramirez Flores, R.O., Li, Z., Hayat, S., Levinson, R.T., Liao, X., et al. (2022) Spatial Multi-Omic Map of Human Myocardial Infarction. Nature, 608, 766-777. https://doi.org/10.1038/s41586-022-05060-x
|
|
[67]
|
Benz, D.C., Gräni, C., Antiochos, P., Heydari, B., Gissler, M.C., Ge, Y., et al. (2023) Cardiac Magnetic Resonance Biomarkers as Surrogate Endpoints in Cardiovascular Trials for Myocardial Diseases. European Heart Journal, 44, 4738-4747. https://doi.org/10.1093/eurheartj/ehad510
|
|
[68]
|
Varasteh, Z., Mohanta, S., Robu, S., Braeuer, M., Li, Y., Omidvari, N., et al. (2019) Molecular Imaging of Fibroblast Activity after Myocardial Infarction Using a 68Ga-Labeled Fibroblast Activation Protein Inhibitor, Fapi-04. Journal of Nuclear Medicine, 60, 1743-1749. https://doi.org/10.2967/jnumed.119.226993
|
|
[69]
|
Siggins, C., Pan, J.A., Löffler, A.I., Yang, Y., Shaw, P.W., Balfour, P.C., et al. (2024) Cardiometabolic Biomarker Patterns Associated with Cardiac MRI Defined Fibrosis and Microvascular Dysfunction in Patients with Heart Failure with Preserved Ejection Fraction. Frontiers in Cardiovascular Medicine, 11, Article ID: 1334226. https://doi.org/10.3389/fcvm.2024.1334226
|