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22 pages, 2629 KB  
Article
Intermittent Cold Exposure Induces Distinct Proteomic Signatures in White Adipose Tissue of Mice
by Elena Elsukova, Tatiana Zamay, Anna Kichkailo, Andrey Yakunenkov, Dmitry V. Veprintsev, Zoran Minic, Maxim V. Berezovski and Yury Glazyrin
Int. J. Mol. Sci. 2025, 26(16), 7898; https://doi.org/10.3390/ijms26167898 - 15 Aug 2025
Viewed by 239
Abstract
Adipose tissue exhibits dynamic metabolic and structural changes in response to environmental stimuli, including temperature fluctuations. While continuous cold exposure has been extensively studied, the molecular effects of prolonged intermittent cold exposure (ICE) remain poorly characterized. Here, we present a proteomic analysis of [...] Read more.
Adipose tissue exhibits dynamic metabolic and structural changes in response to environmental stimuli, including temperature fluctuations. While continuous cold exposure has been extensively studied, the molecular effects of prolonged intermittent cold exposure (ICE) remain poorly characterized. Here, we present a proteomic analysis of inguinal white adipose tissue (IWAT) from mice subjected to a 16-week regimen of short-term daily ICE (6 °C for 6 h, 5 days per week) without compensatory caloric intake. Mass spectrometry identified 1108 proteins, with 140 differentially expressed between experimental and control groups. ICE significantly upregulated mitochondrial proteins associated with lipid and carbohydrate catabolism, the tricarboxylic acid (TCA) cycle, oxidative phosphorylation, and lipogenesis, including LETM1, AIFM1, PHB, PHB2, ACOT2, NDUA9, and ATP5J. These changes reflect enhanced metabolic activity and mitochondrial remodeling. In contrast, proteins linked to oxidative stress, insulin resistance, inflammation, and extracellular matrix remodeling were downregulated, such as HMGB1, FETUA, SERPH1, RPN1, and AOC3. Notably, gamma-synuclein (SYUG), which inhibits lipolysis, was undetectable in ICE-treated samples. Our findings support the hypothesis that ICE promotes thermogenic reprogramming and metabolic rejuvenation in subcutaneous fat through activation of futile cycles and mitochondrial restructuring. This study offers molecular insights into adaptive thermogenesis and presents intermittent cold exposure as a potential strategy to mitigate adipose tissue aging. Full article
(This article belongs to the Special Issue Molecular Associations Between Adipose Tissue and Diseases)
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15 pages, 1019 KB  
Case Report
Downbeat Nystagmus: Case Report, Updated Review, Therapeutics, and Neurorehabilitation
by T. Maxwell Parker, Ruben Jauregui, Scott N. Grossman and Steven L. Galetta
Brain Sci. 2025, 15(8), 859; https://doi.org/10.3390/brainsci15080859 - 13 Aug 2025
Viewed by 520
Abstract
Introduction: Downbeat nystagmus (DBN) is an ocular motor disorder characterized by persistent to-and-fro eye movements with a slow phase directed upwards and a corrective fast phase downwards. DBN in the context of myelin oligodendrocyte glycoprotein-associated disorder (MOGAD) represents a rare clinical presentation. [...] Read more.
Introduction: Downbeat nystagmus (DBN) is an ocular motor disorder characterized by persistent to-and-fro eye movements with a slow phase directed upwards and a corrective fast phase downwards. DBN in the context of myelin oligodendrocyte glycoprotein-associated disorder (MOGAD) represents a rare clinical presentation. Case Presentation: A 24-year-old male with MOGAD presented with DBN, status epilepticus, and longitudinally extensive transverse myelitis (LETM). Intervention: The clinical course, diagnostic findings, and management approach are described in detail within the full report. Outcomes: The patient at follow-up was able to ambulate independently, and his nystagmus had improved. He continued to demonstrate transient DBN on supine positioning and head-shaking test. Conclusions: This case report contributes to the understanding of DBN as a manifestation of MOGAD. The accompanying literature review examines the neuroanatomy, pathophysiology, and emerging therapeutic approaches for DBN, providing context for this unusual presentation. Full article
(This article belongs to the Special Issue At the Frontiers of Neurorehabilitation: 3rd Edition)
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21 pages, 2546 KB  
Article
Genome-Wide Association Studies and Candidate Genes for Egg Production Traits in Layers from an F2 Crossbred Population Produced Using Two Divergently Selected Chicken Breeds, Russian White and Cornish White
by Natalia A. Volkova, Michael N. Romanov, Alan Yu. Dzhagaev, Polina V. Larionova, Ludmila A. Volkova, Alexandra S. Abdelmanova, Anastasia N. Vetokh, Darren K. Griffin and Natalia A. Zinovieva
Genes 2025, 16(5), 583; https://doi.org/10.3390/genes16050583 - 15 May 2025
Viewed by 894
Abstract
Background/Objectives: Finding single nucleotide polymorphisms (SNPs) and candidate genes that influence the expression of key traits is essential for genomic selection and helps improve the efficiency of poultry production. Here, we aimed to conduct a genome-wide association study (GWAS) for egg production [...] Read more.
Background/Objectives: Finding single nucleotide polymorphisms (SNPs) and candidate genes that influence the expression of key traits is essential for genomic selection and helps improve the efficiency of poultry production. Here, we aimed to conduct a genome-wide association study (GWAS) for egg production traits in an F2 resource population of chickens (Gallus gallus). Methods: The examined F2 population was produced by crossing two divergently selected breeds with contrasting phenotypes for egg performance traits, namely Russian White (of higher egg production) and Cornish White (of lower egg production). Sampled birds (n = 142) were genotyped using the Illumina Chicken 60K SNP iSelect BeadChip. Results: In the course of the GWAS analysis, we were able to clarify significant associations with phenotypic traits of interest and economic value by using 47,432 SNPs after the genotype dataset was filtered. At the threshold p < 1.06 × 10−6, we found 23 prioritized candidate genes (PCGs) associated with egg weight at the age of 42–52 weeks (FGF14, GCK), duration of egg laying (CNTN4), egg laying cycle (SAMD12) and egg laying interval (PHF5A, AKR1B1, CALD1, ATP7B, PIK3R4, PTK2, PRKCE, FAT1, PCM1, CC2D2A, BMS1, SEMA6D, CDH13, SLIT3, ATP10B, ISCU, LRRC75A, LETM2, ANKRD24). Moreover, two SNPs were co-localized within the FGF14 gene. Conclusions: Based on our GWAS findings, the revealed SNPs and candidate genes can be used as genetic markers for egg weight and other performance characteristics in chickens to attain genetic enhancement in production and for further genomic selection. Full article
(This article belongs to the Special Issue Genetic Breeding of Poultry)
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17 pages, 818 KB  
Case Report
Early Therapeutic Plasma Exchange in Pediatric Transverse Myelitis: A Case Report and Scoping Review
by Akram Khan, José Peña, Genesis Briceño, Juliann M. Gronquist, Khurram Khan, Raju Reddy, Vijayshree Yadav and Asha Singh
Neurol. Int. 2024, 16(6), 1674-1690; https://doi.org/10.3390/neurolint16060122 - 4 Dec 2024
Viewed by 2403
Abstract
Background/Objectives: Transverse myelitis (TM) is a rare, acute inflammatory disorder affecting the spinal cord, with severe potential consequences, particularly in pediatric patients. Therapeutic plasma exchange (TPE) has emerged as a possible intervention for children unresponsive to high-dose corticosteroids. This study explores the efficacy [...] Read more.
Background/Objectives: Transverse myelitis (TM) is a rare, acute inflammatory disorder affecting the spinal cord, with severe potential consequences, particularly in pediatric patients. Therapeutic plasma exchange (TPE) has emerged as a possible intervention for children unresponsive to high-dose corticosteroids. This study explores the efficacy of early TPE in pediatric TM through a case report and scoping review aiming to clarify the therapeutic benefits of TPE when used in conjunction with corticosteroids in children. Methods: We present a scoping review of existing literature on the early administration of TPE in pediatric patients with TM, supplemented by a case report of a 5-year-old boy with Longitudinally Extensive Transverse Myelitis (LETM), who received early TPE and corticosteroid therapy. Clinical progression, response to TPE, and functional outcomes were documented over a 9-month follow-up period. Results: Among the reviewed cases, early TPE demonstrated potential to expedite neurological recovery and improve functional outcomes. In our case report, the patient showed rapid recovery, achieving unassisted ambulation by day four of TPE. No adverse effects were observed. MRI findings revealed substantial resolution of spinal cord lesions by three months, with near-complete symptom resolution at nine months. Conclusions: Early initiation of TPE, in conjunction with corticosteroids, may offer significant therapeutic benefit in pediatric TM, potentially accelerating recovery and improving outcomes. This case highlights the need for further controlled studies to establish evidence-based guidelines for TPE use in pediatric TM. Full article
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13 pages, 1724 KB  
Article
Characteristics and Prognosis of 8p11.23-Amplified Squamous Lung Carcinomas
by Ioannis A. Voutsadakis
J. Clin. Med. 2023, 12(5), 1711; https://doi.org/10.3390/jcm12051711 - 21 Feb 2023
Cited by 6 | Viewed by 2273
Abstract
Background: Copy number alterations are common genetic lesions in cancer. In squamous non-small cell lung carcinomas, the most common copy-number-altered loci are at chromosomes 3q26-27 and 8p11.23. The genes that may be drivers in squamous lung cancers with 8p11.23 amplifications are unclear. Methods: [...] Read more.
Background: Copy number alterations are common genetic lesions in cancer. In squamous non-small cell lung carcinomas, the most common copy-number-altered loci are at chromosomes 3q26-27 and 8p11.23. The genes that may be drivers in squamous lung cancers with 8p11.23 amplifications are unclear. Methods: Data pertaining to copy number alterations, mRNA expression and protein expression of genes located in the 8p11.23 amplified region were extracted from various sources including The Cancer Genome Atlas, the Human Protein Atlas and the Kaplan Meier Plotter. Genomic data were analyzed using the cBioportal platform. Survival analysis of cases with amplifications compared to nonamplified cases was performed using the Kaplan Meier Plotter platform. Results: The 8p11.23 locus is amplified in 11.5% to 17.7% of squamous lung carcinomas. The most frequently amplified genes include NSD3, FGFR1 and LETM2. Only some of the amplified genes present concomitant overexpression at the mRNA level. These include NSD3, PLPP5, DDHD2, LSM1 and ASH2L, while other genes display lower levels of correlation, and still, some genes in the locus show no mRNA overexpression compared with copy-neutral samples. The protein products of most locus genes are expressed in squamous lung cancers. No significant difference in overall survival in 8p11.23-amplified squamous cell lung cancers versus nonamplified cancers is observed. In addition, there is no adverse effect of mRNA overexpression for relapse-free survival of any of the amplified genes. Conclusion: Several genes that are part of the commonly amplified locus 8p11.23 in squamous lung carcinomas are putative oncogenic candidates. A subset of genes of the centromeric part of the locus, which is amplified more commonly than the telomeric part, show high concomitant mRNA expression. Full article
(This article belongs to the Section Oncology)
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38 pages, 17480 KB  
Article
Optimal Energy Management System of Isolated Multi-Microgrids with Local Energy Transactive Market with Indigenous PV-, Wind-, and Biomass-Based Resources
by Sayyed Ahmad Ali, Arif Hussain, Waseem Haider, Habib Ur Rehman and Syed Ali Abbas Kazmi
Energies 2023, 16(4), 1667; https://doi.org/10.3390/en16041667 - 7 Feb 2023
Cited by 19 | Viewed by 2795
Abstract
The availability of sustainable, efficient electricity access is critical for rural communities as it can facilitate economic development and improve the quality of life for residents. Isolated microgrids can provide a solution for rural electrification, as they can generate electricity from local renewable [...] Read more.
The availability of sustainable, efficient electricity access is critical for rural communities as it can facilitate economic development and improve the quality of life for residents. Isolated microgrids can provide a solution for rural electrification, as they can generate electricity from local renewable energy sources and can operate independently from the central grid. Residential load scheduling is also an important aspect of energy management in isolated microgrids. However, effective management of the microgrid’s energy resources and load scheduling is essential for ensuring the reliability and cost-effectiveness of the system. To cope with the stochastic nature of RERs, the idea of an optimal energy management system (EMS) with a local energy transactive market (LETM) in an isolated multi-microgrid system is proposed in this work. Nature-inspired algorithms such as JAYA (Sanskrit word meaning victory) and teaching–learning based optimization algorithm (TLBO) can get stuck in local optima, thus reducing the effectiveness of EMS. For this purpose, a modified hybrid version of the JAYA and TLBO algorithm, namely, the modified JAYA learning-based optimization (MJLBO), is proposed in this work. The prosumers can sell their surplus power or buy power to meet their load demand from LETM enabling a higher load serving as compared to a single isolated microgrid with multi-objectives, resulting in a reduced electricity bill, increased revenue, peak-average ratio, and user discomfort. The proposed system is evaluated against three other algorithms TLBO, JAYA, and JAYA learning-based optimization (JLBO). The result of this work shows that MJLBO outperforms other algorithms in achieving the best numerical value for all objectives. The simulation results validate that MJLBO achieves a peak-to-average ratio (PAR) reduction of 65.38% while there is a PAR reduction of 51.4%, 52.53%, and 51.2% for TLBO, JLBO, and JAYA as compared to the unscheduled load. Full article
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21 pages, 4642 KB  
Article
A LETM2-Regulated PI3K-Akt Signaling Axis Reveals a Prognostic and Therapeutic Target in Pancreatic Cancer
by Shurui Zhou, Ziyi Zhong, Yanzong Lu, Yunlong Li, Hanming Yao, Yue Zhao, Tairan Guo, Kege Yang, Yaqing Li, Shaojie Chen, Kaihong Huang and Guoda Lian
Cancers 2022, 14(19), 4722; https://doi.org/10.3390/cancers14194722 - 28 Sep 2022
Cited by 8 | Viewed by 2277
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is one of the highest mortalities malignant tumors, which is characterized by difficult diagnosis, rapid progression and high recurrence rate. Nevertheless, PDAC responds poorly to conventional therapies, which highlights the urgency to identify novel prognostic and therapeutic targets. LEMT2 [...] Read more.
Pancreatic ductal adenocarcinoma (PDAC) is one of the highest mortalities malignant tumors, which is characterized by difficult diagnosis, rapid progression and high recurrence rate. Nevertheless, PDAC responds poorly to conventional therapies, which highlights the urgency to identify novel prognostic and therapeutic targets. LEMT2 was a newly discovered protein-encoding gene with little cancer research and an unclear mechanism. Thus, this study aimed to illustrate LETM2 as the crucial oncogene for tumor progression in PDAC. In this study, we analyzed the expression level and prognostic value of LETM2 in multiple cancers using pan-cancer analysis. The analyses based on the TCGA-GTEx dataset indicated that the LETM2 expression was obviously elevated in several cancers, and it was the most significantly related to the dismal prognosis of PDAC. Subsequently, we demonstrated the functional role and mechanism of LETM2 by clinical sample evaluation, and in in vitro and in vivo experiments. Immunohistochemical analyses showed that high expression of LETM2 was correlated with poor outcomes of PDAC. Moreover, we demonstrated that LETM2 knockdown significantly inhibited tumor proliferation and metastasis, and promoted cell apoptosis, while LETM2 overexpression exerted the opposite effects. Finally, the impairment caused by LETM2-knockdown could be recovered via excitation of the PI3k-Akt pathway in vitro and in vivo animal models, which suggested that LETM2 could activate the downstream PI3K-Akt pathway to participate in PDAC progression. In conclusion, the study enhanced our understanding of LETM2 as an oncogene hallmark of PDAC. LETM2 may facilitate tumor progression by activating the PI3K-Akt signaling pathway, which provides potential targets for the diagnosis, treatment, and prognosis of pancreatic cancer. Full article
(This article belongs to the Special Issue Signaling Pathway in Gastrointestinal Cancer)
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7 pages, 1033 KB  
Case Report
Longitudinally Extensive Transverse Myelitis Associated with Cytomegalovirus Infection in an Immunocompetent Patient
by Raul Montalvo and María-Fernanda Sánchez Vidal
Microbiol. Res. 2022, 13(3), 523-529; https://doi.org/10.3390/microbiolres13030036 - 8 Aug 2022
Viewed by 3896
Abstract
Longitudinally extensive transverse myelitis (LETM) associated with cytomegalovirus infection is extremely rare and is, mainly observed in immunocompetent people. A 55-year-old woman with no evidence of immunosuppression was admitted with paresthesia in the lower limbs for 15 days, difficulty walking, fecal incontinence, and [...] Read more.
Longitudinally extensive transverse myelitis (LETM) associated with cytomegalovirus infection is extremely rare and is, mainly observed in immunocompetent people. A 55-year-old woman with no evidence of immunosuppression was admitted with paresthesia in the lower limbs for 15 days, difficulty walking, fecal incontinence, and acute urinary retention. Magnetic resonance imaging (MRI) in the T2 sequence showed signs of hyperintensity in the cervical and thoracic cord. The serological study showed IgM antibodies to cytomegalovirus, and the result of the FilmArray meningitis/encephalitis panel showed the presence of cytomegalovirus. She received treatment with methylprednisolone and ganciclovir with a favorable outcome. This case highlights the importance of investigating treatable causes in patients with longitudinally extensive transverse myelitis with acute presentation. Full article
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42 pages, 13834 KB  
Article
Multiomics Approach Reveals an Important Role of BNIP3 in Myocardial Remodeling and the Pathogenesis of Heart Failure with Reduced Ejection Fraction
by Antoine H. Chaanine, LeeAnn Higgins, Lothar Lauterboeck, Todd Markowski, Qinglin Yang and Patrice Delafontaine
Cells 2022, 11(9), 1572; https://doi.org/10.3390/cells11091572 - 6 May 2022
Cited by 9 | Viewed by 4126
Abstract
Previous work showed a role of BNIP3 in myocardial remodeling and progression to HFrEF. We utilized a multiomics approach to unravel BNIP3-related molecular mechanisms in the pathogenesis of HFrEF. BNIP3 knockdown in HFrEF improved glycolysis, pyruvate metabolism, branched-chain amino acid catabolism, and oxidative [...] Read more.
Previous work showed a role of BNIP3 in myocardial remodeling and progression to HFrEF. We utilized a multiomics approach to unravel BNIP3-related molecular mechanisms in the pathogenesis of HFrEF. BNIP3 knockdown in HFrEF improved glycolysis, pyruvate metabolism, branched-chain amino acid catabolism, and oxidative phosphorylation, and restored endoplasmic reticulum (ER)–mitochondrial (mt) calcium and ion homeostasis. These effects of BNIP3 on cardiac metabolism were related to its interaction and downregulation, and/or phosphorylation, of specific mt-proteins involved in the aforementioned metabolic pathways, including the MICOS and SLC25A families of carrier proteins. BNIP3 affected ER–mt-calcium and ion homeostasis via its interaction-induced VDAC1 dimerization and modulation of VDAC1 phosphorylation at Ser104 and Ser241, and the downregulation of LETM1. At the ER level, BNIP3 interacted with the enzyme SERCA2a and the PKA signaling complex, leading to the downregulation of SERCA2a and PKA-mediated Ser16 phospholamban phosphorylation. Additionally, BNIP3 attenuated AMPK and PRKCE activity by modulating AMPK phosphorylation at Ser485/491 and Ser377 residues, and PRKCE phosphorylation at Thr521 and Thr710 residues. BNIP3 also interacted with sarcomeric, cytoskeletal, and cellular transcription and translation proteins, and affected their expression and/or phosphorylation. In conclusion, BNIP3 modulates multiple pathobiological processes and constitutes an attractive therapeutic target in HFrEF. Full article
(This article belongs to the Topic Cell Signaling Pathways)
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7 pages, 2726 KB  
Case Report
Acute Transverse Myelitis Following COVID-19 Vaccination
by Jhih-Jian Gao, Hung-Pin Tseng, Chun-Liang Lin, Jr-Shiang Shiu, Ming-Hsun Lee and Ching-Hsiung Liu
Vaccines 2021, 9(9), 1008; https://doi.org/10.3390/vaccines9091008 - 10 Sep 2021
Cited by 46 | Viewed by 17432
Abstract
An increasing number of people are undergoing vaccination for COVID-19 because of the ongoing pandemic. The newly developed, genetically engineered mRNA vaccines are critical for controlling the epidemic disease. However, major adverse effects, including neuroimmunological disorders, are being attributed to this vaccine. For [...] Read more.
An increasing number of people are undergoing vaccination for COVID-19 because of the ongoing pandemic. The newly developed, genetically engineered mRNA vaccines are critical for controlling the epidemic disease. However, major adverse effects, including neuroimmunological disorders, are being attributed to this vaccine. For instance, several cases of acute transverse myelitis (ATM) after COVID-19 vaccination have been reported in clinical trials. Here, we report an exceedingly rare case of longitudinally extensive transverse myelitis (LETM), a rare subtype of ATM involving three or more vertebral segments, that occurred shortly after vaccination with the Moderna COVID-19 (mRNA-1273) vaccine, with a comorbidity of vitamin B12 deficiency. The findings of subsequent investigations suggest the possibility that autoimmune responses are triggered by the reactions between anti-SARS-CoV-2 spike protein antibodies and tissue proteins, as well as the interaction between spike proteins and angiotensin-converting enzyme 2 receptors. Full article
(This article belongs to the Section COVID-19 Vaccines and Vaccination)
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15 pages, 4036 KB  
Article
BrLETM2 Protein Modulates Anthocyanin Accumulation by Promoting ROS Production in Turnip (Brassica rapa subsp. rapa)
by Hyon Dok Song, Jianfei Yang, Nam Hyok Mun, Bowei Chen, Yunzhu Chen, Pyol Kim, Saneyuki Kawabata, Yuhua Li and Yu Wang
Int. J. Mol. Sci. 2021, 22(7), 3538; https://doi.org/10.3390/ijms22073538 - 29 Mar 2021
Cited by 4 | Viewed by 3914
Abstract
In ‘Tsuda’ turnip, the swollen root peel accumulates anthocyanin pigments in a light-dependent manner, but the mechanism is unclear. Here, mutant g120w which accumulated extremely low levels of anthocyanin after light exposure was identified. Segregation analysis showed that the anthocyanin-deficient phenotype was controlled [...] Read more.
In ‘Tsuda’ turnip, the swollen root peel accumulates anthocyanin pigments in a light-dependent manner, but the mechanism is unclear. Here, mutant g120w which accumulated extremely low levels of anthocyanin after light exposure was identified. Segregation analysis showed that the anthocyanin-deficient phenotype was controlled by a single recessive gene. By using bulked-segregant analysis sequencing and CAPS marker-based genetic mapping analyses, a 21.6-kb region on chromosome A07 was mapped, in which a calcium-binding EF hand family protein named BrLETM2 was identified as the causal gene. RNA sequencing analysis showed that differentially expressed genes (DEGs) between wild type and g120w in light-exposed swollen root peels were enriched in anthocyanin biosynthetic process and reactive oxygen species (ROS) biosynthetic process GO term. Furthermore, nitroblue tetrazolium (NBT) staining showed that the ROS level decreased in g120w mutant. Anthocyanins induced by UV-A were abolished by the pre-treatment of seedlings with DPI (an inhibitor of nicotinamide adenine nucleoside phosphorylase (NADPH) oxidase) and decreased in g120w mutant. These results indicate that BrLETM2 modulates ROS signaling to promote anthocyanin accumulation in turnip under UV-A and provides new insight into the mechanism of how ROS and light regulate anthocyanin production. Full article
(This article belongs to the Special Issue Anthocyanins: Chemistry and Bioactivity)
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29 pages, 62259 KB  
Article
A Combination of Multilayer Perceptron, Radial Basis Function Artificial Neural Networks and Machine Learning Image Segmentation for the Dimension Reduction and the Prognosis Assessment of Diffuse Large B-Cell Lymphoma
by Joaquim Carreras, Yara Yukie Kikuti, Masashi Miyaoka, Shinichiro Hiraiwa, Sakura Tomita, Haruka Ikoma, Yusuke Kondo, Atsushi Ito, Naoya Nakamura and Rifat Hamoudi
AI 2021, 2(1), 106-134; https://doi.org/10.3390/ai2010008 - 8 Mar 2021
Cited by 34 | Viewed by 7106
Abstract
The prognosis of diffuse large B-cell lymphoma (DLBCL) is heterogeneous. Therefore, we aimed to highlight predictive biomarkers. First, artificial intelligence was applied into a discovery series of gene expression of 414 patients (GSE10846). A dimension reduction algorithm aimed to correlate with the overall [...] Read more.
The prognosis of diffuse large B-cell lymphoma (DLBCL) is heterogeneous. Therefore, we aimed to highlight predictive biomarkers. First, artificial intelligence was applied into a discovery series of gene expression of 414 patients (GSE10846). A dimension reduction algorithm aimed to correlate with the overall survival and other clinicopathological variables; and included a combination of Multilayer Perceptron (MLP) and Radial Basis Function (RBF) artificial neural networks, gene-set enrichment analysis (GSEA), Cox regression and other machine learning and predictive analytics modeling [C5.0 algorithm, logistic regression, Bayesian Network, discriminant analysis, random trees, tree-AS, Chi-squared Automatic Interaction Detection CHAID tree, Quest, classification and regression (C&R) tree and neural net)]. From an initial 54,613 gene-probes, a set of 488 genes and a final set of 16 genes were defined. Secondly, two identified markers of the immune checkpoint, PD-L1 (CD274) and IKAROS (IKZF4), were validated in an independent series from Tokai University, and the immunohistochemical expression was quantified, using a machine-learning-based Weka segmentation. High PD-L1 associated with poor overall and progression-free survival, non-GCB phenotype, Epstein–Barr virus infection (EBER+), high RGS1 expression and several clinicopathological variables, such as high IPI and absence of clinical response. Conversely, high expression of IKAROS was associated with a good overall and progression-free survival, GCB phenotype and a positive clinical response to treatment. Finally, the set of 16 genes (PAF1, USP28, SORT1, MAP7D3, FITM2, CENPO, PRCC, ALDH6A1, CSNK2A1, TOR1AIP1, NUP98, UBE2H, UBXN7, SLC44A2, NR2C2AP and LETM1), in combination with PD-L1, IKAROS, BCL2, MYC, CD163 and TNFAIP8, predicted the survival outcome of DLBCL with an overall accuracy of 82.1%. In conclusion, building predictive models of DLBCL is a feasible analytical strategy. Full article
(This article belongs to the Special Issue Frontiers in Artificial Intelligence)
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19 pages, 3119 KB  
Review
Sequence Features of Mitochondrial Transporter Protein Families
by Gergely Gyimesi and Matthias A. Hediger
Biomolecules 2020, 10(12), 1611; https://doi.org/10.3390/biom10121611 - 28 Nov 2020
Cited by 31 | Viewed by 7903
Abstract
Mitochondrial carriers facilitate the transfer of small molecules across the inner mitochondrial membrane (IMM) to support mitochondrial function and core cellular processes. In addition to the classical SLC25 (solute carrier family 25) mitochondrial carriers, the past decade has led to the discovery of [...] Read more.
Mitochondrial carriers facilitate the transfer of small molecules across the inner mitochondrial membrane (IMM) to support mitochondrial function and core cellular processes. In addition to the classical SLC25 (solute carrier family 25) mitochondrial carriers, the past decade has led to the discovery of additional protein families with numerous members that exhibit IMM localization and transporter-like properties. These include mitochondrial pyruvate carriers, sideroflexins, and mitochondrial cation/H+ exchangers. These transport proteins were linked to vital physiological functions and disease. Their structures and transport mechanisms are, however, still largely unknown and understudied. Protein sequence analysis per se can often pinpoint hotspots that are of functional or structural importance. In this review, we summarize current knowledge about the sequence features of mitochondrial transporters with a special focus on the newly included SLC54, SLC55 and SLC56 families of the SLC solute carrier superfamily. Taking a step further, we combine sequence conservation analysis with transmembrane segment and secondary structure prediction methods to extract residue positions and sequence motifs that likely play a role in substrate binding, binding site gating or structural stability. We hope that our review will help guide future experimental efforts by the scientific community to unravel the transport mechanisms and structures of these novel mitochondrial carriers. Full article
(This article belongs to the Special Issue Mitochondrial Transport Proteins)
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8 pages, 1523 KB  
Communication
Ectopic Expressions of the GhLETM1 Gene Reveal Sensitive Dose Effects on Precise Stamen Development and Male Fertility in Cotton
by Li Zhang, Yao Zhang, Yijie Fan, Haixia Guo, Huihui Guo, Jianfei Wu, Hongmei Wang, Yunlei Zhao, Xin Lian, Zhongyuan Gou, Yuxiao Sun, Congcong Zheng, Cuixia Chen and Fanchang Zeng
Genes 2020, 11(7), 772; https://doi.org/10.3390/genes11070772 - 9 Jul 2020
Cited by 1 | Viewed by 2291
Abstract
The homologous leucine zipper/EF-hand-containing transmembranes (LETMs) are highly conserved across a broad range of eukaryotic organisms. The LETM functional characteristics involved in biological process have been identified primarily in animals, but little is known about the LETM biological function mode in plants. Based [...] Read more.
The homologous leucine zipper/EF-hand-containing transmembranes (LETMs) are highly conserved across a broad range of eukaryotic organisms. The LETM functional characteristics involved in biological process have been identified primarily in animals, but little is known about the LETM biological function mode in plants. Based on the results of the current investigation, the GhLETM1 gene crucially affects filament elongation and anther dehiscence of the stamen in cotton. Both excessive and lower expression of the GhLETM1 gene lead to defective stamen development, resulting in shortened filaments and indehiscent anthers with pollen abortion. The results also showed that the phenotype of the shortened filaments was negatively correlated with anther defects in the seesaw model under the ectopic expression of GhLETM1. Moreover, our results notably indicated that the gene requires accurate expression and exhibits a sensitive dose effect for its proper function. This report has important fundamental and practical significance in crop science, and has crucial prospects for genetic engineering of new cytoplasmic male sterility lines and breeding of crop hybrid varieties. Full article
(This article belongs to the Special Issue Evolutionary Genetics of Plant Reproduction)
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22 pages, 10012 KB  
Article
Priority Strategy of Intracellular Ca2+ Homeostasis in Skeletal Muscle Fibers during the Multiple Stresses of Hibernation
by Jie Zhang, Xiaoyu Li, Fazeela Ismail, Shenhui Xu, Zhe Wang, Xin Peng, Chenxi Yang, Hui Chang, Huiping Wang and Yunfang Gao
Cells 2020, 9(1), 42; https://doi.org/10.3390/cells9010042 - 22 Dec 2019
Cited by 18 | Viewed by 4275
Abstract
Intracellular calcium (Ca2+) homeostasis plays a vital role in the preservation of skeletal muscle. In view of the well-maintained skeletal muscle found in Daurian ground squirrels (Spermophilus dauricus) during hibernation, we hypothesized that hibernators possess unique strategies of intracellular [...] Read more.
Intracellular calcium (Ca2+) homeostasis plays a vital role in the preservation of skeletal muscle. In view of the well-maintained skeletal muscle found in Daurian ground squirrels (Spermophilus dauricus) during hibernation, we hypothesized that hibernators possess unique strategies of intracellular Ca2+ homeostasis. Here, cytoplasmic, sarcoplasmic reticulum (SR), and mitochondrial Ca2+ levels, as well as the potential Ca2+ regulatory mechanisms, were investigated in skeletal muscle fibers of Daurian ground squirrels at different stages of hibernation. The results showed that cytoplasmic Ca2+ levels increased in the skeletal muscle fibers during late torpor (LT) and inter-bout arousal (IBA), and partially recovered when the animals re-entered torpor (early torpor, ET). Furthermore, compared with levels in the summer active or pre-hibernation state, the activity and protein expression levels of six major Ca2+ channels/proteins were up-regulated during hibernation, including the store-operated Ca2+ entry (SOCE), ryanodine receptor 1 (RyR1), leucine zipper-EF-hand containing transmembrane protein 1 (LETM1), SR Ca2+ ATPase 1 (SERCA1), mitochondrial calcium uniporter complex (MCU complex), and calmodulin (CALM). Among these, the increased extracellular Ca2+ influx mediated by SOCE, SR Ca2+ release mediated by RyR1, and mitochondrial Ca2+ extrusion mediated by LETM1 may be triggers for the periodic elevation in cytoplasmic Ca2+ levels observed during hibernation. Furthermore, the increased SR Ca2+ uptake through SERCA1, mitochondrial Ca2+ uptake induced by MCU, and elevated free Ca2+ binding capacity mediated by CALM may be vital strategies in hibernating ground squirrels to attenuate cytoplasmic Ca2+ levels and restore Ca2+ homeostasis during hibernation. Compared with that in LT or IBA, the decreased extracellular Ca2+ influx mediated by SOCE and elevated mitochondrial Ca2+ uptake induced by MCU may be important mechanisms for the partial cytoplasmic Ca2+ recovery in ET. Overall, under extreme conditions, hibernating ground squirrels still possess the ability to maintain intracellular Ca2+ homeostasis. Full article
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