INTRODUCTION
Heart failure (HF) is one of the most urgent unmet challenges in cardiovascular medicine. Despite advances in guideline-directed medical therapy (GDMT), substantial morbidity and mortality remain high in patients with advanced disease. This suggests a need for disease-modifying interventions that address underlying biological mechanisms.
AREAS COVERED
This review examines the mechanistic evolution of cardiac cell therapy, from the original engraftment-and-differentiation paradigm to paracrine and immunomodulatory frameworks. Based on a PubMed and ClinicalTrials.gov search (January 2000 - June 2026), we discuss advances in mesenchymal stem cells, extracellular vesicles, CRISPR-based gene editing, and emerging precision medicine strategies including multi-omics profiling, machine learning-based patient stratification, and adaptive trial design.
EXPERT OPINION
Meaningful clinical progress will require matching biologically informed cell or cell-free products to genetically and phenotypically defined patient subgroups, adopting repeat-dosing paradigms, and integrating regenerative therapies within the existing heart failure treatment framework rather than deploying them as standalone interventions. If these approaches are implemented successfully, cell-based regenerative therapies will have the potential to substantially impact the prognosis and treatment of HF.
Some claim that especially in the field of agile software development the research lags years behind of the practice. In this paper, we characterize the status and main challenges for research on agile software development, and propose a preliminary roadmap, focusing on providing more empirical research, primarily on e...
Torgeir Dingsøyr, T. Dybå, P. Abrahamsson· Agile Conference· 92 citations· ⚡7
The results indicate that software developers are a slightly happy population, but the need for limiting the unhappiness of developers remains, and 219 factors representing causes of unhappiness while developing software are identified.
D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al.· International Conference on...· 84 citations· ⚡6
This study investigates how Lean internal startup facilitates software product innovation in large companies and identifies its enablers and inhibitors, and shows the potential of the method-in-action framework to investigate the Lean startup approach in non-startup context.
Henry Edison, Nina M. Smørsgård, Xiaofeng Wang et al.· Journal of Systems and Softw...· 78 citations· ⚡6
The goal is to not only refine the accuracy of the LLM-based tool but also to underscore its potential in streamlining the software development lifecycle through proactive code improvement and education.
Z. Rasheed, Malik Abdul Sami, Muhammad Waseem et al.· arXiv.org· 62 citations· ⚡3
Agile methods continue to gain popularity. In particular, the Scrum method appears to be on the verge of becoming a de-facto standard in the industry, leading the so called Agile movement. While there are success stories and recommendations, there is little scientifically valid evidence of the challenges in the adoptio...
A. Marchenko, P. Abrahamsson· Agile Conference· 59 citations· ⚡11
A comprehensive overview of how enhanced sampling methods are reshaping the field, with a particular focus on the data-driven construction of collective variables, is provided.
Kai Zhu, Enrico Trizio, Jintu Zhang et al.· Chemical Reviews· 58 citations
Exploring how generative AI could make machine vision more accessible to businesses. The post GenEye in a Box: Making Machine Vision Something You Can Just Ask For appeared first on GPT-Lab.