Genetic variants contribute to immune disease risk through complex, cell type-specific regulatory mechanisms, yet post-transcriptional processes including alternative polyadenylation (APA) and RNA editing remain poorly characterized. Using single-cell RNA-sequencing of >7.27 million peripheral blood mononuclear cells from 2,022 individuals, we mapped 32,763 single-cell quantitative trait loci (sc-xQTLs) across 31 immune cell types and diverse stimulation conditions. Unexpectedly, APA and RNA editing QTLs are more strongly enriched for immune disease heritability than expression QTLs. Immune stimulation, rather than sex or ancestry, drove 73.65% context-dependent sc-xQTLs. We identified 382 putative causal genes, 85.08% acting through expression-independent mechanisms. Integration with protein QTLs further identified 32 disease risk genes, including 19 druggable targets. Functional assays confirmed the allelic effect of sc-xQTL in shortening DLD 3′UTR, leading to reduced protein levels and increased ulcerative colitis risk. This study reveals a previously underappreciated role for post-transcriptional regulation in immune disease susceptibility.
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.