Nov 2026· Nature Genetics· 0 citations· 65 references
Medicine
Abstract
Germline pathogenic BRCA1 variants predispose women to breast and ovarian cancer. Despite accumulation of functional evidence, over half of reported single-nucleotide variants in BRCA1 lack a definitive clinical interpretation. Furthermore, the consistency of variant effects across cell types remains largely unexplored. Here we performed saturation genome editing (SGE) of BRCA1 in HAP1 cells to score 4,113 previously unassayed variants. Additionally, we developed an SGE assay in human mammary epithelial cells (HMECs), allowing comparison of effects across cell lines, drug treatments and genetic backgrounds. We identified 538 variants impacting gene function through distinct mechanisms. HAP1 function scores discriminate between known pathogenic and benign variants with near-perfect accuracy. Intriguingly, however, nearly half of HAP1 loss-of-function variants scored neutrally in HMECs. We show that discordantly scored variants are hypomorphic and confer intermediate cancer risk. Overall, this work demonstrates how performing SGE across cell models improves the functional interpretation of rare variants.
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
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