[HTML][HTML] A brief history of protein sorting prediction

H Nielsen, KD Tsirigos, S Brunak, G von Heijne - The protein journal, 2019 - Springer
Ever since the signal hypothesis was proposed in 1971, the exact nature of signal peptides
has been a focus point of research. The prediction of signal peptides and protein subcellular …

Transposon Tn21, Flagship of the Floating Genome

CA Liebert, RM Hall, AO Summers - Microbiology and molecular …, 1999 - Am Soc Microbiol
The transposon Tn21 and a group of closely related transposons (the Tn21 family) are
involved in the global dissemination of antibiotic resistance determinants in gram-negative …

[HTML][HTML] Modeling aspects of the language of life through transfer-learning protein sequences

M Heinzinger, A Elnaggar, Y Wang, C Dallago… - BMC …, 2019 - Springer
Background Predicting protein function and structure from sequence is one important
challenge for computational biology. For 26 years, most state-of-the-art approaches …

Predicting transmembrane protein topology with a hidden Markov model: application to complete genomes

A Krogh, B Larsson, G Von Heijne… - Journal of molecular …, 2001 - Elsevier
We describe and validate a new membrane protein topology prediction method, TMHMM,
based on a hidden Markov model. We present a detailed analysis of TMHMM's performance …

[PDF][PDF] A hidden Markov model for predicting transmembrane helices in protein sequences.

ELL Sonnhammer, G Von Heijne, A Krogh - Ismb, 1998 - cdn.aaai.org
A novel method to model and predict the location and orientation of alpha helices in
membrane-spanning proteins is presented. It is based on a hidden Markov model (HMM) …

A combined transmembrane topology and signal peptide prediction method

L Käll, A Krogh, ELL Sonnhammer - Journal of molecular biology, 2004 - Elsevier
An inherent problem in transmembrane protein topology prediction and signal peptide
prediction is the high similarity between the hydrophobic regions of a transmembrane helix …

Prediction of protein cellular attributes using pseudo‐amino acid composition

KC Chou - Proteins: Structure, Function, and Bioinformatics, 2001 - Wiley Online Library
The cellular attributes of a protein, such as which compartment of a cell it belongs to and
how it is associated with the lipid bilayer of an organelle, are closely correlated with its …

[HTML][HTML] Three-dimensional structures of membrane proteins from genomic sequencing

TA Hopf, LJ Colwell, R Sheridan, B Rost, C Sander… - Cell, 2012 - cell.com
We show that amino acid covariation in proteins, extracted from the evolutionary sequence
record, can be used to fold transmembrane proteins. We use this technique to predict …

PKD2, a Gene for Polycystic Kidney Disease That Encodes an Integral Membrane Protein

T Mochizuki, G Wu, T Hayashi, SL Xenophontos… - Science, 1996 - science.org
A second gene for autosomal dominant polycystic kidney disease was identified by
positional cloning. Nonsense mutations in this gene (PKD2) segregated with the disease in …

Arabidopsis AUX1 Gene: A Permease-Like Regulator of Root Gravitropism

MJ Bennett, A Marchant, HG Green, ST May, SP Ward… - Science, 1996 - science.org
The plant hormone auxin regulates various developmental processes including root
formation, vascular development, and gravitropism. Mutations within the AUX1 gene confer …