AIMC Topic: Stress, Physiological

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Advances in for Abiotic Stress Resilience: From 'Omics' to Artificial Intelligence.

International journal of molecular sciences Sep 29, 2021
Legumes are a better source of proteins and are richer in diverse micronutrients over the nutritional profile of widely consumed cereals. However, when exposed to a diverse range of abiotic stresses, their overall productivity and quality are hugely ...
Artificial Intelligence Stress, Physiological Quantitative Trait Loci Plant Breeding Genomics Fabaceae Crops, Agricultural
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A first perturbome of Pseudomonas aeruginosa: Identification of core genes related to multiple perturbations by a machine learning approach.

Bio Systems Mar 20, 2021
Tolerance to stress conditions is vital for organismal survival, including bacteria under specific environmental conditions, antibiotics, and other perturbations. Some studies have described common modulation and shared genes during stress response t...
Genes, Bacterial Stress, Physiological Principal Component Analysis Models, Biological Pseudomonas aeruginosa Machine Learning Algorithms Transcriptome Genomics
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Proximal Methods for Plant Stress Detection Using Optical Sensors and Machine Learning.

Biosensors Nov 29, 2020
Plant stresses have been monitored using the imaging or spectrometry of plant leaves in the visible (red-green-blue or RGB), near-infrared (NIR), infrared (IR), and ultraviolet (UV) wavebands, often augmented by fluorescence imaging or fluorescence s...
Machine Learning Stress, Physiological Biosensing Techniques Plant Physiological Phenomena Support Vector Machine Algorithms Hyperspectral Imaging Spectroscopy, Near-Infrared
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Morphological traits of drought tolerant horse gram germplasm: classification through machine learning.

Journal of the science of food and agriculture Jul 3, 2020
BACKGROUND: Horse gram (Macrotyloma uniflorum (Lam.) Verdc.) is an underutilized pulse crop with good drought resistance traits. It is a rich source of protein. Conventional breeding methods for high yielding and abiotic stress tolerant germplasm are...
Phenotype Genotype Seeds Machine Learning Algorithms Droughts Plant Breeding Fabaceae Stress, Physiological Quantitative Trait Loci
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Machine learning improves our knowledge about miRNA functions towards plant abiotic stresses.

Scientific reports Feb 20, 2020
During the last two decades, human has increased his knowledge about the role of miRNAs and their target genes in plant stress response. Biotic and abiotic stresses result in simultaneous tissue-specific up/down-regulation of several miRNAs. In this ...
Arabidopsis Machine Learning MicroRNAs Regression Analysis Plant Leaves Models, Biological Stress, Physiological
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Effects of post-weaning supplementation of immunomodulatory feed ingredient on body weight and cortisol concentrations in program-fed beef heifers.

Domestic animal endocrinology Dec 26, 2019
The objective of this study was to determine the effects of an immunomodulatory feed ingredient during post-weaning on growth and cortisol concentrations of beef heifers. Commercial Angus heifers (n = 72) from 2 AI sires were blocked (n = 9) by BW an...
Corticotropin-Releasing Hormone Stress, Physiological Dietary Supplements Immunologic Factors Animal Feed Diet Female Glucose Tolerance Test Animal Nutritional Physiological Phenomena Animals Arginine Vasopressin Blood Glucose Cattle
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StressGenePred: a twin prediction model architecture for classifying the stress types of samples and discovering stress-related genes in arabidopsis.

BMC genomics Dec 20, 2019
BACKGROUND: Recently, a number of studies have been conducted to investigate how plants respond to stress at the cellular molecular level by measuring gene expression profiles over time. As a result, a set of time-series gene expression data for the ...
Neural Networks, Computer Machine Learning Phenotype Gene Expression Profiling Stress, Physiological Transcriptome Genes, Plant Computational Biology Genetic Association Studies Arabidopsis Models, Biological
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Predicting miRNA-lncRNA interactions and recognizing their regulatory roles in stress response of plants.

Mathematical biosciences Apr 26, 2019
It has been found that each non-coding RNA (ncRNA) can act not only through its target gene, but also interact with each other to act on biological traits, and this interaction is more common. Many studies focus mainly on the analysis of microRNA(miR...
Gene Regulatory Networks RNA, Messenger Models, Genetic Stress, Physiological Arabidopsis Support Vector Machine RNA, Plant MicroRNAs RNA, Long Noncoding
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Molecules Autoinducer 2 and cjA and Their Impact on Gene Expression in Campylobacter jejuni.

Journal of molecular microbiology and biotechnology Jan 29, 2019
Quorum sensing is a widespread form of cell-to-cell communication, which is based on the production of signaling molecules known as autoinducers (AIs). The first group contains highly species-specific N-acyl homoserine lactones (N-AHLs), generally kn...
Homoserine Species Specificity Biofilms 4-Butyrolactone Bacterial Proteins Campylobacter jejuni Lactones Virulence Factors Gene Expression Regulation, Bacterial Stress, Physiological Quorum Sensing
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De novo assembly of Agave sisalana transcriptome in response to drought stress provides insight into the tolerance mechanisms.

Scientific reports Jan 23, 2019
Agave, monocotyledonous succulent plants, is endemic to arid regions of North America, exhibiting exceptional tolerance to their xeric environments. They employ various strategies to overcome environmental constraints, such as crassulacean acid metab...
Gene Ontology Gene Expression Regulation, Plant Agave Transcriptome Dehydration Stress, Physiological
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