ActTRANS: Functional Classification in Active Transport Proteins Based on Transfer Learning and Contextual Representations

Author(s):  
Semmy Wellem Taju ◽  
Syed Muazzam Ali Shah ◽  
Yu-Yen Ou
Author(s):  
G. Zampighi ◽  
M. Kreman

The plasma membranes of most animal cells contain transport proteins which function to provide passageways for the transported species across essentially impermeable lipid bilayers. The channel is a passive transport system which allows the movement of ions and low molecular weight molecules along their concentration gradients. The pump is an active transport system and can translocate cations against their natural concentration gradients. The actions and interplay of these two kinds of transport proteins control crucial cell functions such as active transport, excitability and cell communication. In this paper, we will describe and compare several features of the molecular organization of pumps and channels. As an example of an active transport system, we will discuss the structure of the sodium and potassium ion-activated triphosphatase [(Na+ +K+)-ATPase] and as an example of a passive transport system, the communicating channel of gap junctions and lens junctions.


Nature ◽  
1986 ◽  
Vol 323 (6087) ◽  
pp. 451-453 ◽  
Author(s):  
R. F. Doolittle ◽  
M. S. Johnson ◽  
I. Husain ◽  
B. Van Houten ◽  
D. C. Thomas ◽  
...  

2013 ◽  
Author(s):  
Carolina Moreno ◽  
Isabel Paiva ◽  
Leonor Gomes ◽  
Luisa Ruas ◽  
Sofia Gouveia ◽  
...  

2016 ◽  
Vol 136 (9) ◽  
pp. 384-389
Author(s):  
Kazuya Fujimoto ◽  
Hirofumi Shintaku ◽  
Hidetoshi Kotera ◽  
Ryuji Yokokawa

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