4.7 Article

Sequence and structural analysis of binding site residues in protein-protein complexes

Journal

Publisher

ELSEVIER
DOI: 10.1016/j.ijbiomac.2009.11.009

Keywords

Protein-protein complex; Surrounding hydrophobicity; Medium and long-range contacts; Conservation; Accessibility

Funding

  1. Japan Science and Technology Agency (JST)

Ask authors/readers for more resources

The binding sites in protein-protein complexes have been identified with different methods including atomic contacts, reduction in solvent accessibility and interaction energy between the interacting partners In our earlier work. we have developed an energy-based criteria for identifying the binding sites in protein-protein complexes, which showed that the interacting residues are different from that obtained with distance-based methods In this work, we analyzed the binding site residues based on sequence and structural properties, such as, neighboring residues. secondary structure, solvent accessibility, conservation of residues, medium and long-range contacts and surrounding hydrophobicity. Our results showed that the neighboring residues of binding sites in proteins and ligands are different from each other although the interacting pairs of residues have a common behavior. The analysis on surrounding hydrophobicity reveals that the binding residues are less hydrophobic than non-binding sites. which suggests that the hydrophobic core are important for folding and stability whereas the Surface seeking residues play a critical role in binding. This tendency has been verified with the number of contacts in binding sites In addition, the binding site residues are highly conserved compared with non-binding residues. We suggest that the incorporation of sequence and structure-based features may improve the prediction accuracy of binding sites in protein-protein complexes (C) 2009 Elsevier B.V. All rights reserved

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Correction Biochemical Research Methods

Evaluation of in silico tools for the prediction of protein and peptide aggregation on diverse datasets (vol 23, bbab240, 2022)

R. Prabakaran, Puneet Rawat, Sandeep Kumar, M. Michael Gromiha

BRIEFINGS IN BIOINFORMATICS (2022)

Article Biochemistry & Molecular Biology

Effect of charged mutation on aggregation of a pentapeptide: Insights from molecular dynamics simulations

R. Prabakaran, Puneet Rawat, Nobuaki Yasuo, Masakazu Sekijima, Sandeep Kumar, M. Michael Gromiha

Summary: The study investigated the aggregation of an APR (VLVIY) found in lambda light chains of human antibodies and its single point mutant KLVIY, showing that the Val->Lys mutation can resist aggregation and improve solubility by disrupting the APR. This mutation alters the solvation shell around the peptide, favoring solute-solvent interactions and increasing solubility.

PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS (2022)

Article Genetics & Heredity

Tumor Heterogeneity and Molecular Characteristics of Glioblastoma Revealed by Single-Cell RNA-Seq Data Analysis

Dhanusha Yesudhas, S. Akila Parvathy Dharshini, Y-H Taguchi, M. Michael Gromiha

Summary: This study analyzed single-cell transcriptome data of glioblastoma patients to understand the heterogeneity and prognosis mechanism of GBM, and identified potential disease-specific biomarkers.

GENES (2022)

Article Biochemical Research Methods

Ab-CoV: a curated database for binding affinity and neutralization profiles of coronavirus-related antibodies

Puneet Rawat, Divya Sharma, R. Prabakaran, Fathima Ridha, Mugdha Mohkhedkar, Vani Janakiraman, M. Michael Gromiha

Summary: Ab-CoV is a database containing manually curated experimental interaction profiles of 1780 coronavirus-related neutralizing antibodies. It provides comprehensive data including IC50, EC50, and K-D, as well as predicted changes in stability and affinity of point mutations of interface residues.

BIOINFORMATICS (2022)

Review Chemistry, Medicinal

Computational Approaches for Investigating Disease-causing Mutations in Membrane Proteins: Database Development, Analysis and Prediction

Arulsang Kulandaisamy, Fathima Ridha, Dmitrij Frishman, M. Michael Gromiha

Summary: Membrane proteins play crucial roles in cellular functions, including serving as drug targets and mutations in these proteins can lead to diseases. Databases such as MutHTP and TMSNP provide data on disease-causing and neutral mutations in membrane proteins.

CURRENT TOPICS IN MEDICINAL CHEMISTRY (2022)

Article Biochemical Research Methods

Identification of potential driver mutations in glioblastoma using machine learning

Medha Pandey, P. Anoosha, Dhanusha Yesudhas, M. Michael Gromiha

Summary: Glioblastoma is an aggressive brain and spinal cord tumor, and mutations in specific amino acid residues are associated with the disease. This study identified driver mutations preferredly containing Arg and passenger mutations preferredly containing Met and Ile. The study also revealed different motifs and neighboring residues preferences between driver and passenger mutations. By utilizing sequence-based features and machine learning, a method called GBMDriver was developed to distinguish between driver and passenger mutations with high accuracy. This method has great potential in prioritizing driver mutations and identifying therapeutic targets in glioblastoma.

BRIEFINGS IN BIOINFORMATICS (2022)

Article Oncology

Novel BH4-BCL-2 Domain Antagonists Induce BCL-2-Mediated Apoptosis in Triple-Negative Breast Cancer

Vishnupriya Kanakaveti, Sakthivel Ramasamy, Rahul Kanumuri, Vaishnavi Balasubramanian, Roshni Saravanan, Inemai Ezhil, Ravishankar Pitani, Ganesh Venkatraman, Suresh Kumar Rayala, M. Michael Gromiha

Summary: This study identified three novel BH4 mimetics that exhibit nanomolar activities against triple-negative breast cancer cells. These compounds induce apoptosis and have high specificity towards cancer cells. They show promising potential for clinical translation in targeting this challenging subtype of breast cancer.

CANCERS (2022)

Review Chemistry, Medicinal

Structure based Drug Designing Approaches in SARS-CoV-2 Spike Inhibitor Design

Anusuya Shanmugam, Anbazhagan Venkattappan, M. Michael Gromiha

Summary: The COVID-19 pandemic has led to increased research on the SARS-CoV-2 spike protein for drug design. This review summarizes various structure-based drug design approaches applied to this protein, including molecular docking, virtual screening, molecular dynamics simulation, drug repurposing, and pharmacophore modeling and screening.

CURRENT TOPICS IN MEDICINAL CHEMISTRY (2022)

Article Genetics & Heredity

Integrative Meta-Analysis of Huntington's Disease Transcriptome Landscape

Nela Pragathi Sneha, S. Akila Parvathy Dharshini, Y. -h. Taguchi, M. Michael Gromiha

Summary: Huntington's disease is a neurodegenerative disorder characterized by the vulnerability of striatal projection neurons. Variants in gene expression and miRNA binding are found to affect the regulatory functions, disrupt transcription factor networks, and contribute to abnormal neuroinflammation. Furthermore, mitochondrial dysfunction, neuroinflammation, and disrupted vasculature play a role in blood-brain barrier dysfunction and abnormal energy metabolism. Restoring blood-brain barrier functionality and energy metabolism may be potential therapeutic strategies for protecting neurons in Huntington's disease.

GENES (2022)

Letter Biotechnology & Applied Microbiology

Comment on 'Thermodynamic database supports deciphering protein-nucleic acid interactions'

M. Michael Gromiha, Kannan Harini

Summary: Mei and colleagues introduced PNATDB, a thermodynamic database for protein-nucleic acid interactions with 12,635 experimentally determined parameters. They claimed that extracting data from existing databases is challenging. However, they did not discuss ProNAB, which contains over 20,000 experimental data points for binding affinities of protein-nucleic acid complexes and other information.

TRENDS IN BIOTECHNOLOGY (2023)

Article Genetics & Heredity

Understanding Drug Resistance of Wild-Type and L38HL Insertion Mutant of HIV-1 C Protease to Saquinavir

Sankaran Venkatachalam, Nisha Murlidharan, Sowmya R. Krishnan, C. Ramakrishnan, Mpho Setshedi, Ramesh Pandian, Debmalya Barh, Sandeep Tiwari, Vasco Azevedo, Yasien Sayed, M. Michael Gromiha

Summary: AIDS is a challenging infectious disease with a need for understanding drug resistance mechanisms. A new double-insertion mutation (L38HL) in HIV subtype C protease was investigated for its potential in inducing drug resistance towards the protease inhibitor Saquinavir (SQV). Computational techniques revealed that the L38HL mutation increased flexibility in certain regions and decreased binding affinity of SQV compared to wild-type. The mutation also resulted in a wide opening at the binding site and altered flap dynamics, leading to decreased interactions with the binding site and a potential drug resistance phenotype.

GENES (2023)

Article Chemistry, Medicinal

AutoPLP: A Padlock Probe Design Pipeline for Zoonotic Pathogens

Sowmya Ramaswamy Krishnan, Ruben R. G. Soares, Narayanan Madaboosi, M. Michael Gromiha

Summary: The emergence of new zoonotic infections among humans has increased the burden on global healthcare systems to control their spread. To address this, a novel and integrated PLP design pipeline called AutoPLP has been developed, which can automate the probe design process for a diverse pathogen panel of interest.

ACS INFECTIOUS DISEASES (2023)

Article Biochemical Research Methods

TMKit: a Python interface for computational analysis of transmembrane proteins

Jianfeng Sun, Arulsamy Kulandaisamy, Jinlong Ru, M. Michael Gromiha, Adam P. Cribbs

Summary: TMKit is an open-source Python programming interface specifically designed for processing transmembrane protein data. It includes tools for database wrangling, feature engineering, and protein-protein interaction visualization. Additionally, it offers the high-performance computing library seqNetRR for fast construction of residue connections and allocation of correlation matrix-based features. TMKit serves as a useful tool for researchers studying transmembrane protein sequences and structures.

BRIEFINGS IN BIOINFORMATICS (2023)

Article Genetics & Heredity

Investigating Neuron Degeneration in Huntington's Disease Using RNA-Seq Based Transcriptome Study

Nela Pragathi Sneha, S. Akila Parvathy Dharshini, Y. -H Taguchi, M. Michael Gromiha

Summary: In this study, the relationship between genetic variants and differentially expressed genes/transcripts in the BA4 region of Huntington's disease patients was investigated. The study identified variants that regulate gene expression and highlighted variants affecting miRNA and its targets. Co-expression network analysis revealed the role of novel genes, while function interaction network analysis showed the importance of genes involved in vesicle-mediated transport. The study also emphasized the crucial role of genes expressed in immune cells in reducing neuron death in Huntington's disease.

GENES (2023)

Article Biochemistry & Molecular Biology

MPA-Pred: A machine learning approach for predicting the binding affinity of membrane protein-protein complexes

Fathima Ridha, M. Michael Gromiha

Summary: Membrane protein-protein interactions are crucial for cellular functions. This study collected experimental data of membrane protein-protein complexes and derived features to understand the factors influencing binding affinity. A machine learning method, MPA-Pred, was developed to predict the binding affinity and showed high accuracy in the prediction.

PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS (2023)

Article Biochemistry & Molecular Biology

Effects of aging and diabetes on the deformation mechanisms and molecular structural characteristics of collagen fibrils under daily activity

Wei-Han Hui, Yen-Lin Chen, Shu-Wei Chang

Summary: Crosslinking affects the mechanical behavior and tissue metabolism of collagen-based tissues. Aging and diabetes alter the crosslinking type and density, thus changing tissue properties. High-connectivity enzymatic crosslinking and advanced-glycation end-products result in uniform deformation under daily activity, while low-connectivity enzymatic crosslinking does not. High-connectivity model displays more sliding, while AGEs induce instability in structures near the binding sites.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

Tea polyphenols protect against Flavobacterium columnare-induced gill injury via suppression of oxidative stress, inflammation, and apoptosis in grass carp

Yao-Bin Ma, Xiao-Qiu Zhou, Wei-Dan Jiang, Pei Wu, Yang Liu, Shu-Wei Li, Ling Tang, Lu Zhang, Hai-Feng Mi, Lin Feng

Summary: Tea polyphenols (TPs) are an inexpensive feed additive that can protect the gill function of fish against Flavobacterium columnare (F. columnare) through various mechanisms, including suppression of oxidative stress, apoptosis, and inflammation.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

Neddylation-dependent LSD1 destabilization inhibits the stemness and chemoresistance of gastric cancer

Yan-Jia Guo, Jing-Ru Pang, Yu Zhang, Zhong-Rui Li, Xiao-Lin Zi, Hong-Min Liu, Ning Wang, Li-Juan Zhao, Ya Gao, Bo Wang, Piet Herdewijn, Cheng-Yun Jin, Ying Liu, Yi-Chao Zheng

Summary: This study identifies the conjugation of NEDD8 to LSD1 and its impact on GC cells, revealing the significance of LSD1 neddylation in GC.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Review Biochemistry & Molecular Biology

Cellular and physiological roles of sigma factors in Vibrio spp.: A comprehensive review

Geum-Jae Jeong, Fazlurrahman Khan, Nazia Tabassum, Young-Mog Kim

Summary: Vibrio species are motile gram-negative bacteria commonly found in aquatic environments. They can adapt to environmental fluctuations and develop protective mechanisms against host immune systems. Different types of sigma and anti-sigma factors play important roles in regulating gene expression and virulence in Vibrio species.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

An eco-friendly composite hydrogel based on covalently crosslinked cellulose/poly (glycerol citrate) for thallium (І) removal from aqueous solutions

Zahra Mohammadbagheri, Behrooz Movahedi, Shaghayegh Saeedi, Abbas Rahmati

Summary: In this study, a reusable biobased composite hydrogel was successfully synthesized and used for the removal of Tl(I) from aqueous solutions. The hydrogel exhibited high adsorption capacity and thermal stability, and the adsorption process was found to be thermodynamically spontaneous. The results demonstrated that the hydrogel can be reused multiple times without significant loss of its adsorption capacity.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

Enzyme-triggered approach to reduce water bodies' contamination using peroxidase-immobilized ZnO/SnO2/alginate nanocomposite

Iqra Batool, Muhammad Imran, Ayesha Anwar, Farhan Ahmed Khan, Afrah E. Mohammed, Ashwag Shami, Hafiz Iqbal

Summary: Enzyme immobilization on ZnO/SnO2 and ZnO/SnO2/SA nanocomposites was studied, and the catalytic and biochemical characteristics of the immobilized enzyme were investigated. The results showed that ZnO/SnO2 and ZnO/SnO2/SA nanostructures are suitable carriers for enzyme immobilization.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

Bacterial cellulose microfiber reinforced hollow chitosan beads decorated with cross-linked melamine plates for the removal of the Congo red

Elias Mosaffa, Dhruvi Patel, Nasim Amiri Ramsheh, Rishikumar Indravadan Patel, Atanu Banerjee, Hossein Ghafuri

Summary: In this study, a unique 3D bead structure of adsorbent, composed of bacterial cellulose microfilaments reinforced chitosan adorned with melamine 2D plates, was synthesized for anionic dye removal. The adsorbent showed high specific surface area and abundant functional groups, resulting in exceptional adsorption capacity. The characteristics and optimal conditions of the adsorbent were assessed and analyzed.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

Necrotic activity of ExhC from Mammaliicoccus sciuri is mediated by specific amino acid residues

Carolina Gismene, Jorge Enrique Hernandez Gonzalez, Marilia de Freitas Calmon, Andrey Fabricio Ziem Nascimento, Angela Rocio Nino Santisteban, Felipe Antunes Calil, Alana Della Torre da Silva, Paula Rahal, Rejane Maira Goes, Raghuvir Krishnaswamy Arni, Ricardo Barros Mariutti

Summary: Mammaliicoccus sciuri, a bacterium of clinical and veterinary relevance, expresses the virulence factor Exfoliative Toxin C (ExhC), which binds specifically to desmoglein-1 (Dsg1) and plays a role in tissue integrity. This study investigates the necrotic activity of ExhC and identifies a variant lacking necrotic potential but retaining enzymatic activity through mutagenesis experiments and crystal structure determination.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

Silk-hydrogel functionalized with human decellularized Wharton's jelly extracellular matrix as a minimally invasive injectable hydrogel system for potential nucleus pulposus tissue replacement therapy

Bibhas K. Bhunia, Ashutosh Bandyopadhyay, Souradeep Dey, Biman B. Mandal

Summary: Intervertebral disc degeneration is a major cause of chronic low back pain and disability. Researchers have developed a bioactive silk-based hybrid hydrogel system functionalized with decellularized human Wharton's jelly extracellular matrix as bioactive cues. The hydrogels mimic the rheological and mechanical properties of the native nucleus pulposus tissue and support cell viability, proliferation, and tissue maturation.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

A uniform-unsaturated crosslinking strategy to construct injectable alginate hydrogel

Qun Zhang, Yonggan Yan, Zhao Li, Jing Du, Kai Zhang, Liguo Zhang, Ting Wang, Alberto Bianco, Shaohua Ge, Baojin Ma

Summary: A new crosslinking strategy has been devised to construct injectable sodium alginate hydrogels, which can be regulated for injectability and have great potential in biomedical applications.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

α-Tocopherol-loaded multi-layer nanoemulsion using chitosan, and dextran sulfate: Cellular uptake, antioxidant activity, and in vitro bioaccessibility

Seong Eun Hong, Ji-Soo Lee, Hyeon Gyu Lee

Summary: The potential of multi-layer nanoemulsions for improving the cellular uptake, antioxidant activity, and in vitro bioaccessibility of alpha-tocopherol was examined. The results showed that the multi-layer nanoemulsions significantly enhanced the cellular uptake and antioxidant activity of alpha-tocopherol compared to free coumarin 6. Furthermore, the use of chitosan and dextran sulfate as wall materials in the multi-layer nanoemulsions led to even higher cellular uptake, in vitro bioaccessibility, and antioxidant activity of alpha-tocopherol.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

Stabilization of oil-in-water high internal phase emulsions with octenyl succinic acid starch and beeswax oleogel

Jingjing Yu, Yanhui Zhang, Ruoning Zhang, Yanxiang Gao, Like Mao

Summary: High internal phase emulsions (HIPEs) based on beeswax (BW) oleogels and octenyl succinic acid starch (OSA starch) were prepared by a simple one-step method. The results showed that oleogelation improved the stability and encapsulation capability of the HIPEs, which is significant for the development of novel healthy food.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Review Biochemistry & Molecular Biology

A review for the correlation between optic atrophy 1-dependent mitochondrial fusion and cardiovascular disorders

Bi-Feng Yao, Xiu-Ju Luo, Jun Peng

Summary: The balanced and continuous fission and fusion of mitochondria, regulated by OPA1, are important for maintaining mitochondrial dynamics in cardiovascular disorders. Understanding the role of OPA1 in mitochondrial fusion can provide insights into the pathogenesis of cardiovascular diseases.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Review Biochemistry & Molecular Biology

Nanomaterials for detection of biomolecules and delivering therapeutic agents in theragnosis: A review

Gokul Paramasivam, Anandhavelu Sanmugam, Vishnu Vardhan Palem, Murugan Sevanan, Ananda Babu Sairam, Nachiappan Nachiappan, Buhyun Youn, Jung Sub Lee, Muthuchamy Nallal, Kang Hyun Park

Summary: Nanomaterials are being used to deliver therapeutic agents in living systems. Different nanotechnological applications such as immunosensors, immune assays, and drug delivery are being implemented using nanotechnology. Genomics plays a crucial role in selecting appropriate drugs for personalized cancer therapy. It helps in analyzing gene and protein expression, disease classification, and designing disease models. Delivering drugs to specific areas using nanoparticles is a challenging issue.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)

Article Biochemistry & Molecular Biology

Preparation and characterization of hemicellulose films reinforced with amino polyhedral oligomeric silsesquioxane for biodegradable packaging

Jing Li, Wei Wang, Han Wu, Feng Peng, Hui Gao, Ying Guan

Summary: In this study, CMH-based CPF films were prepared and their thermal and barrier properties were successfully regulated. The tensile strength and water vapor barrier property of CPF films were significantly improved, making them promising for food packaging applications.

INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES (2024)