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The discovery of drug-target interactions (DTIs) is a very promising area of research with great potential. The accurate identification of reliable interactions among drugs and proteins via computational methods, which typically leverage…

Quantitative Methods · Quantitative Biology 2022-12-06 Bin Liu , Dimitrios Papadopoulos , Fragkiskos D. Malliaros , Grigorios Tsoumakas , Apostolos N. Papadopoulos

Some microbial organisms are known to randomly slip into and out of hibernation, irrespective of environmental conditions [1]. In a (genetically) uniform population a typically very small subpopulation becomes metabolically inactive whereas…

Other Quantitative Biology · Quantitative Biology 2010-07-13 Ole Steuernagel , Daniel Polani

The understanding of the type of inhibitory interaction plays an important role in drug design. Therefore, researchers are interested to know whether a drug has competitive or non-competitive interaction to particular protein targets.…

Antimicrobial resistance (AMR) is escalating and outpacing current antibiotic development. Thus, discovering antibiotics effective against emerging pathogens is becoming increasingly critical. However, existing approaches cannot rapidly…

Machine Learning · Computer Science 2025-07-11 Tianang Leng , Fangping Wan , Marcelo Der Torossian Torres , Cesar de la Fuente-Nunez

Human immunodeficiency virus (HIV) evolves with extraordinary rapidity. However, its evolution is constrained by interactions between mutations in its fitness landscape. Here we show that an Ising model describing these interactions,…

Populations and Evolution · Quantitative Biology 2016-02-24 Thomas C. Butler , John P. Barton , Mehran Kardar , Arup K. Chakraborty

The rational development of specific inhibitors for the ~500 protein kinases encoded in the human genome is impeded by a poor understanding of the structural basis for the activity and selectivity of small molecules that compete for ATP…

Tandem duplications are an essential source of genetic novelty, and their variation in natural populations is expected to influence adaptive walks. Here, we describe evolutionary impacts of recently-derived, segregating tandem duplications…

Populations and Evolution · Quantitative Biology 2015-08-13 Rebekah L Rogers , Julie M Cridland , Ling Shao , Tina T Hu , Peter Andolfatto , Kevin R Thornton

Despite the increasing scale of genome language models (gLMs), their ability to decode the function of regulatory sequences remains unclear. gLM pretraining relies on sequence reconstruction, which may struggle due to the noisy, rapidly…

Genomics · Quantitative Biology 2026-05-26 Cameron Dufault , Scott Xu , Alan M. Moses

Objectives. This review gathers information on the potential role of antihistamines as anti-infective agents and identifies gaps in research that have impaired its applicability in human health. Methods. The literature search encompassed…

Tissues and Organs · Quantitative Biology 2022-06-08 Bruno L. Travi

Pathogenic Gram-negative bacteria have developed resistance to antibiotics due to their ability in creating an envelope on the outer layer of lipooligosaccharides (LOS). The cationic phosphoethanolamine (PEA) decoration of LOS lipid A is…

Biomolecules · Quantitative Biology 2018-03-14 Abi Sofyan Ghifari

Antibody therapeutics and vaccines are among our last resort to end the raging COVID-19 pandemic. They, however, are prone to over 5,000 mutations on the spike (S) protein uncovered by a Mutation Tracker based on over 200,000 genome…

Biomolecules · Quantitative Biology 2021-03-10 Jiahui Chen , Kaifu Gao , Rui Wang , Guowei Wei

AlphaFold 3 (AF3) is a powerful biomolecular structure-predicting tool based on the latest deep learning algorithms and revolutionized AI model architectures. A few of papers have already investigated its accuracy in predicting different…

Biomolecules · Quantitative Biology 2025-11-19 Yiyang Xu , Ziyou Shen , Yanqing Lv , Shutong Tan , Chun Sun , Juan Zhang

Optical spectra (UV-vis and fluorescence) are sensitive to the chemical environment and conformation of fluorophores and therefore, are ideal probes for their conformation and solvent responses. Tyrosine kinase inhibitors (TKI) such as…

Biological Physics · Physics 2021-12-08 Sallam Alagawani , Vladislav Vasilyev , Feng Wang

A central question is how the conformational changes of proteins affect their function and the inhibition of this function by drug molecules. Many enzymes change from an open to a closed conformation upon binding of substrate or inhibitor…

Biomolecules · Quantitative Biology 2013-02-19 Thomas R. Weikl , Bahram Hemmateenejad

Early identification of sensitive cancer cell lines is essential for accelerating biomarker discovery and elucidating drug mechanism of action. Given the efficiency and low cost of small-scale drug screens relative to extensive omics…

Quantitative Methods · Quantitative Biology 2025-10-24 Abbi Abdel-Rehim , Emma Tate , Larisa N. Soldatova , Ross D. King

The lytic-lysogenic switch of the temperate lactococcal phage TP901-1 is fundamentally different from that of phage lambda. In phage TP901-1, the lytic promoter PL is repressed by CI whereas repression of the lysogenic promoter PR requires…

Molecular Networks · Quantitative Biology 2009-08-31 Hiizu Nakanishi , Margit Pedersen , Anne K. Alsing , Kim Sneppen

CRISPR-Cas systems are an adaptive immunity that protects prokaryotes against foreign genetic elements. Genetic templates acquired during past infection events enable DNA-interacting enzymes to recognize foreign DNA for destruction. Due to…

Genomics · Quantitative Biology 2022-02-16 Hyunjin Shim

The rapid emergence of multidrug-resistant (MDR) bacteria demands development of novel and effective antimicrobial agents. Structurally Nanoengineered Antimicrobial Peptide Polymers (SNAPPs), characterized by their unique star-shaped…

Biological Physics · Physics 2025-05-13 Amal Jayawardena , Andrew Hung , Greg Qiao , Elnaz Hajizadeh

Bone infection is a feared complication following surgery or trauma that remains as an extremely difficult disease to deal with. So far, the outcome of therapy could be improved with the design of 3D implants, which combine the merits of…

Tissues and Organs · Quantitative Biology 2021-03-15 Rafaela Garcia-Alvarez , Isabel Izquierdo-Barba , Maria Vallet-Regi

Bacterial resistance to antibiotic treatment is a huge concern: introduction of any new antibiotic is shortly followed by the emergence of resistant bacterial isolates in the clinic. This issue is compounded by a severe lack of new…

Cell Behavior · Quantitative Biology 2014-09-16 Lucy Ternent , Rosemary J. Dyson , Anne-Marie Krachler , Sara Jabbari