scholarly journals BCSExplorer: a customized biosynthetic chemical space explorer with multifunctional objective function analysis

2019 ◽  
Author(s):  
Yu Tian ◽  
Ling Wu ◽  
Le Yuan ◽  
Shaozhen Ding ◽  
Fu Chen ◽  
...  
Keyword(s):  
Chemical Space ◽  
Function Analysis ◽  
Supplementary Information ◽  
Bulk Chemicals ◽  
Toxicity Analysis ◽  
Novel Method ◽  
Living Organisms ◽  
Almost All ◽  
New Generation ◽  
Rule Library

Abstract Summary The biosynthetic ability of living organisms has important applications in producing bulk chemicals, biofuels and natural products. Based on the most comprehensive biosynthesis knowledgebase, a computational system, BCSExplorer, is proposed to discover the unexplored chemical space using nature’s biosynthetic potential. BCSExplorer first integrates the most comprehensive biosynthetic reaction database with 280 000 biochemical reactions and 60 000 chemicals biosynthesized globally over the past 130 years. Second, in this study, a biosynthesis tree is computed for a starting chemical molecule based on a comprehensive biotransformation rule library covering almost all biosynthetic possibilities, in which redundant rules are removed using a new algorithm. Moreover, biosynthesis feasibility, drug-likeness and toxicity analysis of a new generation of compounds will be pursued in further studies to meet various needs. BCSExplorer represents a novel method to explore biosynthetically available chemical space. Availability and implementation BCSExplorer is available at: http://www.rxnfinder.org/bcsexplorer/. Supplementary information Supplementary data are available at Bioinformatics online.

scholarly journals Finding Community Modules of Brain Networks Based on PSO with Uniform Design

2019 ◽  
Vol 2019 ◽  
pp. 1-14 ◽  
Author(s):  
Jie Zhang ◽  
Lingkai Tang ◽  
Bo Liao ◽  
Xiaoshu Zhu ◽  
Fang-Xiang Wu
Keyword(s):  
Brain Function ◽  
Function Analysis ◽  
Uniform Design ◽  
Brain Networks ◽  
Complex Structures ◽  
Novel Method ◽  
The Difference ◽  
Living Organisms ◽  
Neural Unit ◽  
The Brain

The brain has the most complex structures and functions in living organisms, and brain networks can provide us an effective way for brain function analysis and brain disease detection. In brain networks, there exist some important neural unit modules, which contain many meaningful biological insights. It is appealing to find the neural unit modules and obtain their affiliations. In this study, we present a novel method by integrating the uniform design into the particle swarm optimization to find community modules of brain networks, abbreviated as UPSO. The difference between UPSO and the existing ones lies in that UPSO is presented first for detecting community modules. Several brain networks generated from functional MRI for studying autism are used to verify the proposed algorithm. Experimental results obtained on these brain networks demonstrate that UPSO can find community modules efficiently and outperforms the other competing methods in terms of modularity and conductance. Additionally, the comparison of UPSO and PSO also shows that the uniform design plays an important role in improving the performance of UPSO.

scholarly journals Catalase (CAT) Gene Family in Wheat (Triticum aestivum L.): Evolution, Expression Pattern and Function Analysis

2022 ◽  
Vol 23 (1) ◽  
pp. 542
Author(s):  
Yan Zhang ◽  
Lanjie Zheng ◽  
Liu Yun ◽  
Li Ji ◽  
Guanhui Li ◽  
...  
Keyword(s):  
Gene Family ◽  
Function Analysis ◽  
Expression Patterns ◽  
Triticum Aestivum L ◽  
Duplication Event ◽  
Oxygen Deficit ◽  
Promoter Regions ◽  
Relationship Analysis ◽  
Living Organisms ◽  
Almost All

Catalases (CATs) are present in almost all living organisms and play important roles in plant development and response to various stresses. However, there is relatively little information on CAT genes in wheat and related Triticeae species. A few studies on CAT family genes in wheat have been reported. In this study, ten CAT proteins (TaCATs) were identified in wheat and classified into three groups based on their phylogenetic features and sequence analysis. The analysis of the structure and motif composition of the TaCAT proteins suggested that a segmental duplication event occurred in the TaCAT gene family. Collinearity relationship analysis among different species showed that there were three orthologous CAT genes in rice and in maize. By analyzing the cis-elements in the promoter regions, we speculated that TaCAT genes expression might be regulated by light, oxygen deficit, methyl jasmonate and abscisic acid, and by transcription factors such as MYB. A Gene Ontology (GO)-based analysis showed that TaCAT proteins may be related to the response to various stresses, are cytoplasm localized, and may function as antioxidant enzymes. RT-qPCR and transcriptome data analyses exhibited distinct expression patterns of TaCAT genes in different tissues and in response to various treatments. In this study, a comprehensive analysis of wheat CAT genes was performed, enriching our knowledge of CAT genes and providing a foundation for further functional analyses of this gene family in wheat.

scholarly journals Predicting the optimal growth temperatures of prokaryotes using only genome derived features

2019 ◽  
Vol 35 (18) ◽  
pp. 3224-3231 ◽  
Author(s):  
David B Sauer ◽  
Da-Neng Wang
Keyword(s):  
Growth Temperature ◽  
High Throughput Sequencing ◽  
Optimal Growth ◽  
Supplementary Information ◽  
Coefficient Of Determination ◽  
Optimal Growth Temperature ◽  
Organism Growth ◽  
Novel Method ◽  
Living Organisms

Abstract Motivation Optimal growth temperature is a fundamental characteristic of all living organisms. Knowledge of this temperature is central to the study of a prokaryote, the thermal stability and temperature dependent activity of its genes, and the bioprospecting of its genome for thermally adapted proteins. While high throughput sequencing methods have dramatically increased the availability of genomic information, the growth temperatures of the source organisms are often unknown. This limits the study and technological application of these species and their genomes. Here, we present a novel method for the prediction of growth temperatures of prokaryotes using only genomic sequences. Results By applying the reverse ecology principle that an organism’s genome includes identifiable adaptations to its native environment, we can predict a species’ optimal growth temperature with an accuracy of 5.17°C root-mean-square error and a coefficient of determination of 0.835. The accuracy can be further improved for specific taxonomic clades or by excluding psychrophiles. This method provides a valuable tool for the rapid calculation of organism growth temperature when only the genome sequence is known. Availability and implementation Source code, genomes analyzed and features calculated are available at: https://github.com/DavidBSauer/OGT_prediction. Supplementary information Supplementary data are available at Bioinformatics online.

scholarly journals The Diverse Calpain Family in Trypanosomatidae: Functional Proteins Devoid of Proteolytic Activity?

Cells ◽  
2021 ◽  
Vol 10 (2) ◽  
pp. 299
Author(s):  
Vítor Ennes-Vidal ◽  
Marta Helena Branquinha ◽  
André Luis Souza dos Santos ◽  
Claudia Masini d’Avila-Levy
Keyword(s):  
Proteolytic Activity ◽  
Current Knowledge ◽  
Current Therapy ◽  
Calcium Dependent ◽  
Administration Routes ◽  
Life Threatening ◽  
Living Organisms ◽  
Almost All ◽  
Open Question ◽  
Calpain Inhibitors

Calpains are calcium-dependent cysteine peptidases that were originally described in mammals and, thereafter, their homologues were identified in almost all known living organisms. The deregulated activity of these peptidases is associated with several pathologies and, consequently, huge efforts have been made to identify selective inhibitors. Trypanosomatids, responsible for life-threatening human diseases, possess a large and diverse family of calpain sequences in their genomes. Considering that the current therapy to treat trypanosomatid diseases is limited to a handful of drugs that suffer from unacceptable toxicity, tough administration routes, like parenteral, and increasing treatment failures, a repurposed approach with calpain inhibitors could be a shortcut to successful chemotherapy. However, there is a general lack of knowledge about calpain functions in these parasites and, currently, the proteolytic activity of these proteins is still an open question. Here, we highlight the current research and perspectives on trypanosomatid calpains, overview calpain description in these organisms, and explore the potential of targeting the calpain system as a therapeutic strategy. This review gathers the current knowledge about this fascinating family of peptidases as well as insights into the puzzle: are we unable to measure calpain activity in trypanosomatids, or are the functions of these proteins devoid of proteolytic activity in these parasites?

scholarly journals A novel method for assessing cerebral autoregulation in preterm infants using transfer function analysis

2015 ◽  
Vol 79 (3) ◽  
pp. 453-459 ◽  
Author(s):  
Zachary A. Vesoulis ◽  
Steve M. Liao ◽  
Shamik B. Trivedi ◽  
Nathalie El Ters ◽  
Amit M. Mathur
Keyword(s):  
Transfer Function ◽  
Preterm Infants ◽  
Cerebral Autoregulation ◽  
Function Analysis ◽  
Transfer Function Analysis ◽  
Novel Method

scholarly journals Circadian Deregulation as Possible New Player in Pollution-Induced Tissue Damage

Atmosphere ◽  
2021 ◽  
Vol 12 (1) ◽  
pp. 116
Author(s):  
Mascia Benedusi ◽  
Elena Frigato ◽  
Cristiano Bertolucci ◽  
Giuseppe Valacchi
Keyword(s):  
Cardiovascular Diseases ◽  
Air Pollutants ◽  
Environmental Stressors ◽  
Common Mechanism ◽  
Particulate Matters ◽  
Circadian Misalignment ◽  
Pathological Conditions ◽  
Peripheral Clocks ◽  
Living Organisms ◽  
Almost All

Circadian rhythms are 24-h oscillations driven by a hypothalamic master oscillator that entrains peripheral clocks in almost all cells, tissues and organs. Circadian misalignment, triggered by industrialization and modern lifestyles, has been linked to several pathological conditions, with possible impairment of the quality or even the very existence of life. Living organisms are continuously exposed to air pollutants, and among them, ozone or particulate matters (PMs) are considered to be among the most toxic to human health. In particular, exposure to environmental stressors may result not only in pulmonary and cardiovascular diseases, but, as it has been demonstrated in the last two decades, the skin can also be affected by pollution. In this context, we hypothesize that chronodistruption can exacerbate cell vulnerability to exogenous damaging agents, and we suggest a possible common mechanism of action in deregulation of the homeostasis of the pulmonary, cardiovascular and cutaneous tissues and in its involvement in the development of pathological conditions.

Semisynthetic triazoles as an approach in the discovery of Novel Lead Compounds

2021 ◽  
Vol 25 ◽  
Author(s):  
Pedro Alves Bezerra Morais ◽  
Carla Santana Francisco ◽  
Heberth de Paula ◽  
Rayssa Ribeiro ◽  
Mariana Alves Eloy ◽  
...  
Keyword(s):  
Natural Products ◽  
Medicinal Chemistry ◽  
Chemical Space ◽  
Biological Activities ◽  
Post Translational Modification ◽  
Cellular Processes ◽  
Modern Drug ◽  
New Chemical Entities ◽  
Almost All ◽  
The 19Th Century

: Historically, the medicinal chemistry is concerned with the approach of organic chemistry to new drug synthesis. Considering the fruitful collections of new molecular entities, the dedicated efforts for medicinal chemistry are rewarding. Planning and search of new and applicable pharmacologic therapies involve the altruistic nature of the scientists. Since the 19th century, notoriously the application of isolated and characterized plant-derived compounds in modern drug discovery and in various stages of clinical development highlight its viability and significance. Natural products influence a broad range of biological processes, covering transcription, translation, and post-translational modification and being effective modulators of almost all basic cellular processes. The research of new chemical entities through “click chemistry” continuously opens up a map for the remarkable exploration of chemical space in towards leading natural products optimization by structure-activity relationship. Finally, here in this review, we expect to gather a broad knowledge involving triazolic natural products derivatives, synthetic routes, structures, and their biological activities.

Inter-residue interactions in alpha-helical transmembrane proteins

2018 ◽  
Vol 35 (15) ◽  
pp. 2578-2584 ◽  
Author(s):  
Eduardo Mayol ◽  
Mercedes Campillo ◽  
Arnau Cordomí ◽  
Mireia Olivella
Keyword(s):  
Membrane Proteins ◽  
Present Report ◽  
Protein Structures ◽  
Transmembrane Proteins ◽  
Globular Proteins ◽  
Supplementary Information ◽  
Backbone Carbonyl ◽  
Composition Characteristic ◽  
Almost All ◽  
Residue Composition

Abstract Motivation The number of available membrane protein structures has markedly increased in the last years and, in parallel, the reliability of the methods to detect transmembrane (TM) segments. In the present report, we characterized inter-residue interactions in α-helical membrane proteins using a dataset of 3462 TM helices from 430 proteins. This is by far the largest analysis published to date. Results Our analysis of residue–residue interactions in TM segments of membrane proteins shows that almost all interactions involve aliphatic residues and Phe. There is lack of polar–polar, polar–charged and charged–charged interactions except for those between Thr or Ser sidechains and the backbone carbonyl of aliphatic and Phe residues. The results are discussed in the context of the preferences of amino acids to be in the protein core or exposed to the lipid bilayer and to occupy specific positions along the TM segment. Comparison to datasets of β-barrel membrane proteins and of α-helical globular proteins unveils the specific patterns of interactions and residue composition characteristic of α-helical membrane proteins that are the clue to understanding their structure. Availability and implementation Results data and datasets used are available at http://lmc.uab.cat/TMalphaDB/interactions.php. Supplementary information Supplementary data are available at Bioinformatics online.

Future directions for the discovery of antibiotics from actinomycete bacteria

2017 ◽  
Vol 1 (1) ◽  
pp. 1-12 ◽  
Author(s):  
Rebecca Devine ◽  
Matthew I. Hutchings ◽  
Neil A. Holmes
Keyword(s):  
New Technologies ◽  
Gene Clusters ◽  
Biosynthetic Gene Clusters ◽  
Future Directions ◽  
Streptomyces Species ◽  
Genus Streptomyces ◽  
New Antibiotics ◽  
The Uk ◽  
Almost All ◽  
New Generation

Antimicrobial resistance (AMR) is a growing societal problem, and without new anti-infective drugs, the UK government-commissioned O'Neil report has predicted that infectious disease will claim the lives of an additional 10 million people a year worldwide by 2050. Almost all the antibiotics currently in clinical use are derived from the secondary metabolites of a group of filamentous soil bacteria called actinomycetes, most notably in the genus Streptomyces. Unfortunately, the discovery of these strains and their natural products (NPs) peaked in the 1950s and was then largely abandoned, partly due to the repeated rediscovery of known strains and compounds. Attention turned instead to rational target-based drug design, but this was largely unsuccessful and few new antibiotics have made it to clinic in the last 60 years. In the early 2000s, however, genome sequencing of the first Streptomyces species reinvigorated interest in NP discovery because it revealed the presence of numerous cryptic NP biosynthetic gene clusters that are not expressed in the laboratory. Here, we describe how the use of new technologies, including improved culture-dependent and -independent techniques, combined with searching underexplored environments, promises to identify a new generation of NP antibiotics from actinomycete bacteria.

Silicon in living organisms and new-generation biocomposite materials (review)

2009 ◽  
Vol 66 (3-4) ◽  
pp. 104-108 ◽  
Author(s):  
B. I. Beletskii ◽  
N. V. Sventskaya
Keyword(s):  
Living Organisms ◽  
New Generation
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