Technology dictates algorithms: recent developments in read alignment

M Alser, J Rotman, D Deshpande, K Taraszka, H Shi… - Genome biology, 2021 - Springer
Aligning sequencing reads onto a reference is an essential step of the majority of genomic
analysis pipelines. Computational algorithms for read alignment have evolved in …

[HTML][HTML] From molecules to genomic variations: Accelerating genome analysis via intelligent algorithms and architectures

M Alser, J Lindegger, C Firtina, N Almadhoun… - Computational and …, 2022 - Elsevier
We now need more than ever to make genome analysis more intelligent. We need to read,
analyze, and interpret our genomes not only quickly, but also accurately and efficiently …

Tumor immune microenvironment characterization in clear cell renal cell carcinoma identifies prognostic and immunotherapeutically relevant messenger RNA …

Y Şenbabaoğlu, RS Gejman, AG Winer, M Liu… - Genome biology, 2016 - Springer
Background Tumor-infiltrating immune cells have been linked to prognosis and response to
immunotherapy; however, the levels of distinct immune cell subsets and the signals that …

Low neoantigen expression and poor T-cell priming underlie early immune escape in colorectal cancer

PMK Westcott, NJ Sacks, JM Schenkel, ZA Ely, O Smith… - Nature cancer, 2021 - nature.com
Immune evasion is a hallmark of cancer and therapies that restore immune surveillance
have proven highly effective in cancers with high tumor mutation burden (TMB)(for example …

[HTML][HTML] The CD155/TIGIT axis promotes and maintains immune evasion in neoantigen-expressing pancreatic cancer

WA Freed-Pastor, LJ Lambert, ZA Ely, NB Pattada… - Cancer cell, 2021 - cell.com
The CD155/TIGIT axis can be co-opted during immune evasion in chronic viral infections
and cancer. Pancreatic adenocarcinoma (PDAC) is a highly lethal malignancy, and immune …

Intratumoral heterogeneity and clonal evolution in liver cancer

B Losic, AJ Craig, C Villacorta-Martin… - Nature …, 2020 - nature.com
Clonal evolution of a tumor ecosystem depends on different selection pressures that are
principally immune and treatment mediated. We integrate RNA-seq, DNA sequencing, TCR …

The Subread aligner: fast, accurate and scalable read map** by seed-and-vote

Y Liao, GK Smyth, W Shi - Nucleic acids research, 2013 - academic.oup.com
Read alignment is an ongoing challenge for the analysis of data from sequencing
technologies. This article proposes an elegantly simple multi-seed strategy, called seed-and …

Assembling large genomes with single-molecule sequencing and locality-sensitive hashing

K Berlin, S Koren, CS Chin, JP Drake… - Nature …, 2015 - nature.com
Long-read, single-molecule real-time (SMRT) sequencing is routinely used to finish
microbial genomes, but available assembly methods have not scaled well to larger …

OptiType: precision HLA ty** from next-generation sequencing data

A Szolek, B Schubert, C Mohr, M Sturm… - …, 2014 - academic.oup.com
Motivation: The human leukocyte antigen (HLA) gene cluster plays a crucial role in adaptive
immunity and is thus relevant in many biomedical applications. While next-generation …

Neoantigen-specific CD8 T cell responses in the peripheral blood following PD-L1 blockade might predict therapy outcome in metastatic urothelial carcinoma

JS Holm, SA Funt, A Borch, KK Munk… - Nature …, 2022 - nature.com
CD8+ T cell reactivity towards tumor mutation-derived neoantigens is widely believed to
facilitate the antitumor immunity induced by immune checkpoint blockade (ICB). Here we …