Cancer therapy remains constrained by insufficient molecular specificity, intratumoral heterogeneity, and the emergence of therapeutic resistance that limit durable clinical responses. CRISPR Cas9 genome editing offers an unprecedented opportunity to directly reprogram oncogenic drivers, tumor suppressor pathways, and regulatory noncoding elements with nucleotide level precision. Nevertheless, its clinical translation is fundamentally restricted by inefficient tumor selective delivery, limited intracellular trafficking, and concerns surrounding off target genome modification. Aptamers have emerged as highly adaptable targeting ligands capable of addressing these barriers through selective recognition of tumor associated surface receptors, minimal immunogenicity, and favorable physicochemical properties that support deep tissue penetration. Structure guided molecular docking has enabled rational optimization of aptamer receptor interactions, facilitating improved binding energetics and target discrimination prior to experimental implementation. In parallel, elucidation of receptor mediated endocytosis pathways and endosomal escape mechanisms has advanced understanding of how aptamer functionalization enhances intracellular transport and nuclear access of CRISPR components. Recent progress in nanotechnology has further expanded delivery strategies through lipid nanoparticles, polymeric and inorganic carriers, extracellular vesicles, and hybrid viral–nonviral platforms engineered with refined PEG architectures and linker chemistries to enhance stability and controlled release. Integration of these approaches enables spatiotemporally controlled genome editing within complex tumor microenvironments and mitigates biological obstacles such as tumor-associated extracellular matrix–mediated resistance and systemic degradation of gene editing cargos. This review highlights recent integrated advancements in aptamer engineering, structure-guided molecular docking, understanding of intracellular trafficking and endosomal escape mechanisms, and nanocarrier design. Collectively, these developments position aptamer-guided CRISPR-Cas9 systems as a promising strategy to improve tumor-specific delivery and genome editing precision in cancer therapy. However, substantial challenges remain regarding in vivo stability, manufacturing scalability, off-target effects, and rigorous preclinical and clinical validation before broad clinical translation can be realized.
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.