User profiles for Hongjiu Zhang

Hongjiu "Enneamer" Zhang

Co-founder of Chemic.Cloud
Verified email at umich.edu
Cited by 627

Machine learning to predict anti–tumor necrosis factor drug responses of rheumatoid arthritis patients by integrating clinical and genetic markers

Y Guan, H Zhang, D Quang, Z Wang… - Arthritis & …, 2019 - Wiley Online Library
Objective Accurate prediction of treatment responses in rheumatoid arthritis ( RA ) patients
can provide valuable information on effective drug selection. Anti–tumor necrosis factor (anti‐ …

GLASS: a comprehensive database for experimentally validated GPCR-ligand associations

WKB Chan, H Zhang, J Yang, JR Brender, J Hur… - …, 2015 - academic.oup.com
Motivation: G protein-coupled receptors (GPCRs) are probably the most attractive drug target
membrane proteins, which constitute nearly half of drug targets in the contemporary drug …

Integration of QUARK and I‐TASSER for ab initio protein structure prediction in CASP11

W Zhang, J Yang, B He, SE Walker… - Proteins: Structure …, 2016 - Wiley Online Library
We tested two pipelines developed for template‐free protein structure prediction in the
CASP11 experiment. First, the QUARK pipeline constructs structure models by reassembling …

A community effort to create standards for evaluating tumor subclonal reconstruction

…, LY Liu, M Ko, S Sivanandan, H Zhang… - Nature …, 2020 - nature.com
Tumor DNA sequencing data can be interpreted by computational methods that analyze
genomic heterogeneity to infer evolutionary dynamics. A growing number of studies have used …

Impaired oligodendrocyte maturation is an early feature in SCA3 disease pathogenesis

KH Schuster, AJ Zalon, H Zhang… - Journal of …, 2022 - Soc Neuroscience
Spinocerebellar ataxia Type 3 (SCA3), the most common dominantly inherited ataxia, is a
polyglutamine neurodegenerative disease for which there is no disease-modifying therapy. …

Template‐based protein structure prediction in CASP11 and retrospect of I‐TASSER in the last decade

…, W Zhang, B He, SE Walker, H Zhang… - Proteins: Structure …, 2016 - Wiley Online Library
We report the structure prediction results of a new composite pipeline for template‐based
modeling (TBM) in the 11th CASP experiment. Starting from multiple structure templates …

[HTML][HTML] Brain-specific functional relationship networks inform autism spectrum disorder gene prediction

M Duda, H Zhang, HD Li, DP Wall, M Burmeister… - Translational …, 2018 - nature.com
Autism spectrum disorder (ASD) is a neuropsychiatric disorder with strong evidence of genetic
contribution, and increased research efforts have resulted in an ever-growing list of ASD …

Deep residual neural networks resolve quartet molecular phylogenies

Z Zou, H Zhang, Y Guan, J Zhang - Molecular biology and …, 2020 - academic.oup.com
Phylogenetic inference is of fundamental importance to evolutionary as well as other fields
of biology, and molecular sequences have emerged as the primary data for this task. …

[HTML][HTML] FastClone is a probabilistic tool for deconvoluting tumor heterogeneity in bulk-sequencing samples

Y Xiao, X Wang, H Zhang, PJ Ulintz, H Li… - Nature …, 2020 - nature.com
Dissecting tumor heterogeneity is a key to understanding the complex mechanisms
underlying drug resistance in cancers. The rich literature of pioneering studies on tumor …

[PDF][PDF] A community challenge to evaluate RNA-seq, fusion detection, and isoform quantification methods for cancer discovery

…, MR Rollins, PT Spellman, D Rozanov, J Zhang… - Cell systems, 2021 - cell.com
The accurate identification and quantitation of RNA isoforms present in the cancer
transcriptome is key for analyses ranging from the inference of the impacts of somatic variants to …