Oct 2026· Zenodo (CERN European Organization for Nuclear Research)
vaccines and immunoinformatics approaches
Abstract
This repository contains data and code accompanying “Selecting MYB–NFIB and MYBL1–NFIB junction peptides for experimental testing in adenoid cystic carcinoma.” The study screens 102 RNA-sequencing libraries to identify fusion-junction sequences, assess HLA assignments, and prioritize candidate HLA class I peptides for experimental testing. Twenty-eight libraries supported peptide–HLA prediction. The final shortlist comprises 47 peptide–HLA pairs involving 30 peptide sequences across 22 libraries. An initial experimental panel includes eight peptide–HLA pairs representing seven sequences, supported by 11 libraries. Version 9 adds aggregate genetic evidence supporting at least 10 distinct donors among the 11 panel libraries. Six of the eight panel pairs have support in at least two genetically distinct donors. These minimum donor counts are unchanged across 24 sensitivity analyses. Repeat libraries with evidence of a common donor origin are not counted as independent donors. The underlying prediction outputs and primary candidate selection remain unchanged from analysis version 8.8.17. The archive includes prediction and selection tables, a supplementary analysis workbook, figures, analysis and figure-generation code, aggregate donor-support tables, and documentation. Individual genetic fingerprints, library-pair relationship classifications, raw sequencing reads, and licensed prediction software are not included. The public aggregate tables do not independently reproduce the underlying donor-identity evidence. These results prioritize candidates for experimental testing; they do not establish natural presentation by tumor cells or T-cell recognition. Donor counts are genetically supported lower bounds, not clinically confirmed patient identities.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
The results show that the embedded industry has been able to apply agile methods in its development processes and that the appreciation of the agile methods and their individual practices appears to increase once adopted and applied in practice.
O. Salo, P. Abrahamsson· IET Software· 238 citations· ⚡9
Consequences of happiness and unhappiness that are beneficial and detrimental for developers' mental well-being, the software development process, and the produced artifacts are found.
D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al.· Journal of Systems and Softw...· 236 citations· ⚡13
The Mobile-D approach is briefly outlined here and the experiences gained from four case studies are discussed, which helped develop an agile development approach for mobile application development.
P. Abrahamsson, Antti Hanhineva, H. Hulkko et al.· Conference on Object-Oriente...· 225 citations· ⚡18
StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.
MIT News · Artificial Intelligence· news.mit.eduOct 6, 2026
Writing as a participant and researcher, PhD student JS Tan SM ’22 has co-authored a new book about the rise of tech worker protests and the employer backlash that followed.
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