The receptor tyrosine kinase AXL has context-dependent roles in prostate cancer (PCa). Although AXL signaling has been implicated in PCa progression, it can also promote disseminated tumor cell dormancy. Paradoxically, AXL expression has been reported to be lost in metastatic PCa. This raises two critical questions: Is AXL loss associated with aggressive disease, and does it create therapeutically exploitable vulnerabilities? In this study, we comprehensively analyzed AXL expression across pan-cancer and PCa cohorts and found that AXL downregulation was significantly associated with treatment resistance, aggressive PCa phenotypes, and shorter overall survival. To investigate the functional consequences of AXL loss, we used CRISPR-Cas9 based gene editing to generate isogenic AXLKO cells and characterized their proliferative and migratory properties. To identify therapeutically exploitable vulnerabilities associated with AXL loss, we screened these cells against a library of 1,814 kinase inhibitors using the isogenic cell lines. We identified Torin-2 as a candidate therapeutic agent and validated its activity using dose-response assays, which demonstrated an ~ 18-fold lower IC50 in AXLKO cells than in AXLWT cells. In parallel, PRISM/DepMap analysis provided orthogonal evidence of drug dependencies associated with low AXL expression and revealed a selective vulnerability of AXLKO cells to PI3K/AKT/mTOR pathway inhibition. Collectively, our findings link AXL downregulation to aggressive PCa phenotypes and identify mTOR inhibition as a potential therapeutic strategy for AXL-deficient PCa.
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
Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.