Applicability and interpretability of Ward's hierarchical agglomerative clustering with or without contiguity constraints

N Randriamihamison, N Vialaneix, P Neuvial - Journal of Classification, 2021 - Springer
Hierarchical agglomerative clustering (HAC) with Ward's linkage has been widely used
since its introduction by Ward (Journal of the American Statistical Association, 58 (301), 236 …

The shape of chromatin: insights from computational recognition of geometric patterns in Hi-C data

A Raffo, J Paulsen - Briefings in Bioinformatics, 2023 - academic.oup.com
The three-dimensional organization of chromatin plays a crucial role in gene regulation and
cellular processes like deoxyribonucleic acid (DNA) transcription, replication and repair. Hi …

Genetic effects on molecular network states explain complex traits

M Weith, J Großbach, M Clement‐Ziza… - Molecular Systems …, 2023 - embopress.org
The complexity of many cellular and organismal traits results from the integration of genetic
and environmental factors via molecular networks. Network structure and effect propagation …

The three-dimensional landscape of cortical chromatin accessibility in Alzheimer's disease

J Bendl, ME Hauberg, K Girdhar, E Im, JM Vicari… - Nature …, 2022 - nature.com
To characterize the dysregulation of chromatin accessibility in Alzheimer's disease (AD), we
generated 636 ATAC-seq libraries from neuronal and nonneuronal nuclei isolated from the …

Chromatin domain alterations linked to 3D genome organization in a large cohort of schizophrenia and bipolar disorder brains

K Girdhar, GE Hoffman, J Bendl, S Rahman… - Nature …, 2022 - nature.com
Chromosomal organization, scaling from the 147-base pair (bp) nucleosome to megabase-
ranging domains encompassing multiple transcriptional units, including heritability loci for …

[HTML][HTML] A comparison of topologically associating domain callers over mammals at high resolution

E Sefer - BMC bioinformatics, 2022 - Springer
Abstract Background Topologically associating domains (TADs) are locally highly-
interacting genome regions, which also play a critical role in regulating gene expression in …

[HTML][HTML] Neuron-level explainable AI for Alzheimer's Disease assessment from fundus images

N Yousefzadeh, C Tran, A Ramirez-Zamora, J Chen… - Scientific Reports, 2024 - nature.com
Alzheimer's Disease (AD) is a progressive neurodegenerative disease and the leading
cause of dementia. Early diagnosis is critical for patients to benefit from potential intervention …

A comparison of topologically associating domain callers based on Hi-C data

K Liu, HD Li, Y Li, J Wang… - IEEE/ACM Transactions on …, 2022 - ieeexplore.ieee.org
Topologically associating domains (TADs) are local chromatin interaction domains, which
have been shown to play an important role in gene expression regulation. TADs were …

[HTML][HTML] Prediction of fatty acid composition using milk spectral data and its associations with various mid-infrared spectral regions in Michigan Holsteins

G Rovere, G de Los Campos, AL Lock, L Worden… - Journal of dairy …, 2021 - Elsevier
Fatty acid composition in milk is not only reflective of nutritional quality but also potentially
predictive of other attributes (eg including the cow's energy balance and its relative output of …

A two-sample tree-based test for hierarchically organized genomic signals

P Neuvial, N Randriamihamison… - Journal of the Royal …, 2024 - academic.oup.com
This article addresses a common type of data encountered in genomic studies, where a
signal along a linear chromosome exhibits a hierarchical organization. We propose a novel …