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1.
Development ; 150(20)2023 10 15.
Article in English | MEDLINE | ID: mdl-36975381

ABSTRACT

Methionine is important for intestinal development and homeostasis in various organisms. However, the underlying mechanisms are poorly understood. Here, we demonstrate that the methionine adenosyltransferase gene Mat2a is essential for intestinal development and that the metabolite S-adenosyl-L-methionine (SAM) plays an important role in intestinal homeostasis. Intestinal epithelial cell (IEC)-specific knockout of Mat2a exhibits impaired intestinal development and neonatal lethality. Mat2a deletion in the adult intestine reduces cell proliferation and triggers IEC apoptosis, leading to severe intestinal epithelial atrophy and intestinal inflammation. Mechanistically, we reveal that SAM maintains the integrity of differentiated epithelium and protects IECs from apoptosis by suppressing the expression of caspases 3 and 8 and their activation. SAM supplementation improves the defective intestinal epithelium and reduces inflammatory infiltration sequentially. In conclusion, our study demonstrates that methionine metabolism and its intermediate metabolite SAM play essential roles in intestinal development and homeostasis in mice.


Subject(s)
Methionine Adenosyltransferase , S-Adenosylmethionine , Mice , Animals , S-Adenosylmethionine/metabolism , Methionine Adenosyltransferase/genetics , Methionine Adenosyltransferase/metabolism , Intestinal Mucosa/metabolism , Methionine , Dietary Supplements
2.
Hum Mol Genet ; 32(9): 1539-1551, 2023 04 20.
Article in English | MEDLINE | ID: mdl-36611011

ABSTRACT

Leber's hereditary optic neuropathy (LHON) is a maternally transmitted eye disease due to the degeneration of retinal ganglion cells (RGCs). Mitochondrial 11778G > A mutation is the most common LHON-associated mitochondrial DNA (mtDNA) mutation. Our recent studies demonstrated some LHON families manifested by synergic interaction between m.11778G > A mutation and YARS2 allele (c.572G > T, p.Gly191Val) encoding mitochondrial tyrosyl-tRNA synthetase. However, the RGC-specific effects of LHON-associated mtDNA mutations remain elusive and there is no highly effective therapy for LHON. Here, we generated patients-derived induced pluripotent stem cells (iPSCs) from fibroblasts derived from a Chinese LHON family (both m.11778G > A and c.572G > T mutations, only m.11778G > A mutation, and control subject). The c.572G > T mutation in iPSC lines from a syndromic individual was corrected by CRISPR/Cas9. Those iPSCs were differentiated into neural progenitor cells and subsequently induced RGC-like cells using a stepwise differentiation procedure. Those RGC-like cells derived from symptomatic individual harboring both m.11778G > A and c.572G > T mutations exhibited greater defects in neuronal differentiation, morphology including reduced area of soma, numbers of neurites and shortened length of axons, electrophysiological properties than those in cells bearing only m.11778G > A mutation. Furthermore, these RGC-like cells revealed more drastic reductions in oxygen consumption rates, levels of mitochondrial ATP and increasing productions of reactive oxygen species than those in other cell models. These mitochondrial dysfunctions promoted the apoptotic process for RGC degenerations. Correction of YARS2 c.572G > T mutation rescued deficiencies of patient-derived RGC-like cells. These findings provide new insights into pathophysiology of LHON arising from RGC-specific mitochondrial dysfunctions and step toward therapeutic intervention for this disease.


Subject(s)
DNA, Mitochondrial , Optic Atrophy, Hereditary, Leber , Retinal Ganglion Cells , Tyrosine-tRNA Ligase , Humans , Alleles , DNA, Mitochondrial/genetics , Induced Pluripotent Stem Cells/physiology , Induced Pluripotent Stem Cells/transplantation , Mitochondria/genetics , Mutation , Optic Atrophy, Hereditary, Leber/genetics , Optic Atrophy, Hereditary, Leber/physiopathology , Optic Atrophy, Hereditary, Leber/therapy , Tyrosine-tRNA Ligase/genetics
3.
Hum Mol Genet ; 32(13): 2229-2240, 2023 06 19.
Article in English | MEDLINE | ID: mdl-37017337

ABSTRACT

The susceptibility single nucleotide polymorphisms (SNPs) obtained by genome-wide association studies leave some thorny questions, such as prioritization, false positives and unknown pathogenesis. Previous studies suggested that genetic variation may perturb the RNA secondary structure, influence protein recruitment and binding and ultimately affect splicing processes. Therefore, exploring the perturbation of SNPs to structure-function correlations may provide an effective bridge toward understanding the genetic contribution to diseases. Here, aiming to decipher the regulatory mechanism of myopia susceptibility variants, we systematically evaluated the roles of SNP-induced structural changes during splicing. In addition, 7.53% of myopia-related SNPs exhibited significant global structural changes, 19.53% presented noteworthy local structural disturbance and there were wide-ranging structural perturbations in the splice-related motifs. We established a comprehensive evaluation system for structural disturbance in the splicing-related motifs and gave the priority ranking for the SNPs at RNA structural level. These high-priority SNPs were revealed to widely disturb the molecular interaction properties between splicing-related proteins and pre-mRNAs by HDOCK. Moreover, mini-gene assays confirmed that structural perturbation could influence splicing efficiency through structural remodelling. This study deepens our understanding of the potential molecular regulatory mechanisms of susceptible SNPs in myopia and contributes to personalized diagnosis, personalized medicine, disease-risk prediction and functional verification study by guiding the prioritization of the susceptibility SNPs.


Subject(s)
Myopia , RNA , Humans , RNA/genetics , Polymorphism, Single Nucleotide/genetics , Genome-Wide Association Study , RNA Splicing/genetics , Genetic Predisposition to Disease
4.
Am J Pathol ; 194(5): 796-809, 2024 May.
Article in English | MEDLINE | ID: mdl-38395146

ABSTRACT

α-Synuclein (α-Syn) is a key determinator of Parkinson disease (PD) pathology, but synapse and microcircuit pathologies in the retina underlying visual dysfunction are poorly understood. Herein, histochemical and ultrastructural analyses and ophthalmologic measurements in old transgenic M83 PD model (mice aged 16 to 18 months) indicated that abnormal α-Syn aggregation in the outer plexiform layer (OPL) was associated with degeneration in the C-terminal binding protein 2 (CtBP2)+ ribbon synapses of photoreceptor terminals and protein kinase C alpha (PKCα)+ rod bipolar cell terminals, whereas α-Syn aggregates in the inner retina correlated with the reduction and degeneration of tyrosine hydroxylase- and parvalbumin-positive amacrine cells. Phosphorylated Ser129 α-synuclein expression was strikingly restricted in the OPL, with the most severe degenerations in the entire retina, including mitochondrial degeneration and loss of ribbon synapses in 16- to 18-month-old mice. These synapse- and microcircuit-specific deficits of the rod pathway at the CtBP2+ rod terminals and PKCα+ rod bipolar and amacrine cells were associated with attenuated a- and b-wave amplitudes and oscillatory potentials on the electroretinogram. They were also associated with the impairment of visual functions, including reduced contrast sensitivity and impairment of the middle range of spatial frequencies. Collectively, these findings demonstrate that α-Syn aggregates cause the synapse- and microcircuit-specific deficits of the rod pathway and the most severe damage to the OPL, providing the retinal synaptic and microcircuit basis for visual dysfunctions in PD.


Subject(s)
Protein Kinase C-alpha , alpha-Synuclein , Animals , Mice , alpha-Synuclein/metabolism , Amacrine Cells/metabolism , Protein Kinase C-alpha/metabolism , Retina/metabolism , Retinal Rod Photoreceptor Cells/metabolism , Retinal Rod Photoreceptor Cells/ultrastructure , Synapses/metabolism , Transcription Factors/metabolism
5.
J Neurosci ; 43(48): 8231-8242, 2023 11 29.
Article in English | MEDLINE | ID: mdl-37751999

ABSTRACT

Dopamine is a key neurotransmitter in the signaling cascade controlling ocular refractive development, but the exact role and site of action of dopamine D1 receptors (D1Rs) involved in myopia remains unclear. Here, we determine whether retinal D1Rs exclusively mediate the effects of endogenous dopamine and systemically delivered D1R agonist or antagonist in the mouse form deprivation myopia (FDM) model. Male C57BL/6 mice subjected to unilateral FDM or unobstructed vision were divided into the following four groups: one noninjected and three groups that received intraperitoneal injections of a vehicle, D1R agonist SKF38393 (18 and 59 nmol/g), or D1R antagonist SCH39166 (0.1 and 1 nmol/g). The effects of these drugs on FDM were further assessed in Drd1-knock-out (Drd1-KO), retina-specific conditional Drd1-KO (Drd1-CKO) mice, and corresponding wild-type littermates. In the visually unobstructed group, neither SKF38393 nor SCH39166 affected normal refractive development, whereas myopia development was attenuated by SKF38393 and enhanced by SCH39166 injections. In Drd1-KO or Drd1-CKO mice, however, these drugs had no effect on FDM development, suggesting that activation of retinal D1Rs is pertinent to myopia suppression by the D1R agonist. Interestingly, the development of myopia was unchanged by either Drd1-KO or Drd1-CKO, and neither SKF38393 nor SCH39166 injections, nor Drd1-KO, affected the retinal or vitreal dopamine and the dopamine metabolite DOPAC levels. Effects on axial length were less marked than effects on refraction. Therefore, activation of D1Rs, specifically retinal D1Rs, inhibits myopia development in mice. These results also suggest that multiple dopamine D1R mechanisms play roles in emmetropization and myopia development.SIGNIFICANCE STATEMENT While dopamine is recognized as a "stop" signal that inhibits myopia development (myopization), the location of the dopamine D1 receptors (D1Rs) that mediate this action remains to be addressed. Answers to this key question are critical for understanding how dopaminergic systems regulate ocular growth and refraction. We report here the results of our study showing that D1Rs are essential for controlling ocular growth and myopia development in mice, and for identifying the retina as the site of action for dopaminergic control via D1Rs. These findings highlight the importance of intrinsic retinal dopaminergic mechanisms for the regulation of ocular growth and suggest specific avenues for exploring the retinal mechanisms involved in the dopaminergic control of emmetropization and myopization.


Subject(s)
Dopamine , Myopia , Male , Mice , Animals , Dopamine/metabolism , 2,3,4,5-Tetrahydro-7,8-dihydroxy-1-phenyl-1H-3-benzazepine/pharmacology , Mice, Inbred C57BL , Myopia/genetics , Myopia/metabolism , Retina/metabolism , Receptors, Dopamine D1/metabolism
6.
Hum Genet ; 143(2): 185-195, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38302665

ABSTRACT

PURPOSE: Miscarriage, often resulting from a variety of genetic factors, is a common pregnancy outcome. Preconception genetic carrier screening (PGCS) identifies at-risk partners for newborn genetic disorders; however, PGCS panels currently lack miscarriage-related genes. In this study, we evaluated the potential impact of both known and candidate genes on prenatal lethality and the effectiveness of PGCS in diverse populations. METHODS: We analyzed 125,748 human exome sequences and mouse and human gene function databases. Our goals were to identify genes crucial for human fetal survival (lethal genes), to find variants not present in a homozygous state in healthy humans, and to estimate carrier rates of known and candidate lethal genes in various populations and ethnic groups. RESULTS: This study identified 138 genes in which heterozygous lethal variants are present in the general population with a frequency of 0.5% or greater. Screening for these 138 genes could identify 4.6% (in the Finnish population) to 39.8% (in the East Asian population) of couples at risk of miscarriage. This explains the cause of pregnancy loss in approximately 1.1-10% of cases affected by biallelic lethal variants. CONCLUSION: This study has identified a set of genes and variants potentially associated with lethality across different ethnic backgrounds. The variation of these genes across ethnic groups underscores the need for a comprehensive, pan-ethnic PGCS panel that includes genes related to miscarriage.


Subject(s)
Abortion, Spontaneous , Female , Infant, Newborn , Humans , Pregnancy , Animals , Mice , Abortion, Spontaneous/genetics , Genes, Lethal , Genetic Carrier Screening , Ethnicity , Computational Biology
7.
Anal Chem ; 96(15): 5940-5950, 2024 Apr 16.
Article in English | MEDLINE | ID: mdl-38562013

ABSTRACT

Peptide-based supramolecules exhibit great potential in various fields due to their improved target recognition ability and versatile functions. However, they still suffer from numerous challenges for the biopharmaceutical analysis, including poor self-assembly ability, undesirable ligand-antibody binding rates, and formidable target binding barriers caused by ligand crowding. To tackle these issues, a "polyvalent recognition" strategy employing the CD20 mimotope peptide derivative NBD-FFVLR-GS-WPRWLEN (acting on the CDR domains of rituximab) was proposed to develop supramolecular nanofibers for target antibody recognition. These nanofibers exhibited rapid self-assembly within only 1 min and robust stability. Their binding affinity (179 nM) for rituximab surpassed that of the monomeric peptide (7 µM) by over 38-fold, highlighting that high ligand density and potential polyvalent recognition can efficiently overcome the target binding barriers of traditional supramolecules. Moreover, these nanofibers exhibited an amazing "instantaneous capture" rate (within 15 s), a high recovery (93 ± 3%), and good specificity for the target antibody. High-efficiency enrichment of rituximab was achieved from cell culture medium with good recovery and reproducibility. Intriguingly, these peptide nanofibers combined with bottom-up proteomics were successful in tracking the deamidation of asparagine 55 (from 10 to 16%) on the rituximab heavy chain after 21 day incubation in human serum. In summary, this study may open up an avenue for the development of versatile mimotope peptide supramolecules for biorecognition and bioanalysis of biopharmaceuticals.


Subject(s)
Biological Products , Nanofibers , Humans , Rituximab , Nanofibers/chemistry , Ligands , Reproducibility of Results , Peptides/chemistry
8.
Brief Bioinform ; 23(1)2022 01 17.
Article in English | MEDLINE | ID: mdl-34849562

ABSTRACT

The rapid development of single-cell RNA-sequencing (scRNA-seq) technology has raised significant computational and analytical challenges. The application of deep learning to scRNA-seq data analysis is rapidly evolving and can overcome the unique challenges in upstream (quality control and normalization) and downstream (cell-, gene- and pathway-level) analysis of scRNA-seq data. In the present study, recent advances and applications of deep learning-based methods, together with specific tools for scRNA-seq data analysis, were summarized. Moreover, the future perspectives and challenges of deep-learning techniques regarding the appropriate analysis and interpretation of scRNA-seq data were investigated. The present study aimed to provide evidence supporting the biomedical application of deep learning-based tools and may aid biologists and bioinformaticians in navigating this exciting and fast-moving area.


Subject(s)
Deep Learning , Single-Cell Analysis , Data Analysis , Gene Expression Profiling/methods , RNA , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods
9.
Exp Eye Res ; 244: 109927, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38750784

ABSTRACT

Subconjunctival fibrosis is the major cause of failure in both conventional and modern minimally invasive glaucoma surgeries (MIGSs) with subconjunctival filtration. The search for safe and effective anti-fibrotic agents is critical for improving long-term surgical outcomes. In this study, we investigated the effect of inhibiting the rapamycin-insensitive mTORC1/4E-BP1 axis on the transforming growth factor-beta 1(TGF-ß1)-induced fibrotic responses in human Tenon's fibroblasts (HTFs), as well as in a rat model of glaucoma filtration surgery (GFS). Primary cultured HTFs were treated with 3 ng/mL TGF-ß1 for 24 h, followed by treatment with 10 µM CZ415 for additional 24 h. Rapamycin (10 µM) was utilized as a control for mTORC1/4E-BP1 signaling insensitivity. The expression levels of fibrosis-associated molecules were measured using quantitative real-time PCR, Western blotting, and immunofluorescence analysis. Cell migration was assessed through the scratch wound assay. Additionally, a rat model of GFS was employed to evaluate the anti-fibrotic effect of CZ415 in vivo. Our findings indicated that both rapamycin and CZ415 treatment significantly reduced the TGF-ß1-induced cell proliferation, migration, and the expression of pro-fibrotic factors in HTFs. CZ415 also more effectively inhibited TGF-ß1-mediated collagen synthesis in HTFs compared to rapamycin. Activation of mTORC1/4E-BP signaling following TGF-ß1 exposure was highly suppressed by CZ415 but was only modestly inhibited by rapamycin. Furthermore, CZ415 was found to decrease subconjunctival collagen deposition in rats post GFS. Our results suggest that rapamycin-insensitive mTORC1/4E-BP1 signaling plays a critical role in TGF-ß1-driven collagen synthesis in HTFs. This study demonstrated that inhibition of the mTORC1/4E-BP1 axis offers superior anti-fibrotic efficacy compared to rapamycin and represents a promising target for improving the success rate of both traditional and modern GFSs.


Subject(s)
Adaptor Proteins, Signal Transducing , Fibroblasts , Fibrosis , Mechanistic Target of Rapamycin Complex 1 , Sirolimus , Tenon Capsule , Transforming Growth Factor beta1 , Animals , Transforming Growth Factor beta1/metabolism , Mechanistic Target of Rapamycin Complex 1/metabolism , Mechanistic Target of Rapamycin Complex 1/antagonists & inhibitors , Humans , Rats , Fibroblasts/metabolism , Fibroblasts/drug effects , Fibroblasts/pathology , Sirolimus/pharmacology , Fibrosis/metabolism , Tenon Capsule/metabolism , Tenon Capsule/drug effects , Cells, Cultured , Adaptor Proteins, Signal Transducing/metabolism , Adaptor Proteins, Signal Transducing/genetics , Cell Movement/drug effects , Disease Models, Animal , Blotting, Western , Rats, Sprague-Dawley , Cell Cycle Proteins/metabolism , Signal Transduction , Real-Time Polymerase Chain Reaction , Male , Glaucoma/metabolism , Glaucoma/drug therapy , Glaucoma/pathology , Immunosuppressive Agents/pharmacology
10.
Int J Med Sci ; 21(8): 1472-1490, 2024.
Article in English | MEDLINE | ID: mdl-38903914

ABSTRACT

Synuclein family members (Snca, Sncb, and Scng) are expressed in the retina, but their precise locations and roles are poorly understood. We performed an extensive analysis of the single-cell transcriptome in healthy and injured retinas to investigate their expression patterns and roles. We observed the expression of all synuclein family members in retinal ganglion cells (RGCs), which remained consistent across species (human, mouse, and chicken). We unveiled differential expression of Snca across distinct clusters (highly expressed in most), while Sncb and Sncg displayed uniform expression across all clusters. Further, we observed a decreased expression in RGCs following traumatic axonal injury. However, the proportion of α-Syn-positive RGCs in all RGCs and α-Syn-positive intrinsically photosensitive retinal ganglion cells (ipRGCs) in all ipRGCs remained unaltered. Lastly, we identified changes in communication patterns preceding cell death, with particular significance in the pleiotrophin-nucleolin (Ptn-Ncl) and neural cell adhesion molecule signaling pathways, where communication differences were pronounced between cells with varying expression levels of Snca. Our study employs an innovative approach using scRNA-seq to characterize synuclein expression in health retinal cells, specifically focusing on RGC subtypes, advances our knowledge of retinal physiology and pathology.


Subject(s)
Retinal Ganglion Cells , alpha-Synuclein , gamma-Synuclein , Animals , Retinal Ganglion Cells/metabolism , Humans , Mice , alpha-Synuclein/genetics , alpha-Synuclein/metabolism , gamma-Synuclein/genetics , gamma-Synuclein/metabolism , beta-Synuclein/genetics , beta-Synuclein/metabolism , Chickens/genetics , Transcriptome , Single-Cell Analysis , Retina/metabolism , Retina/cytology , Neoplasm Proteins
11.
Proc Natl Acad Sci U S A ; 118(43)2021 10 26.
Article in English | MEDLINE | ID: mdl-34675076

ABSTRACT

Myopia is a leading cause of visual impairment and blindness worldwide. However, a safe and accessible approach for myopia control and prevention is currently unavailable. Here, we investigated the therapeutic effect of dietary supplements of omega-3 polyunsaturated fatty acids (ω-3 PUFAs) on myopia progression in animal models and on decreases in choroidal blood perfusion (ChBP) caused by near work, a risk factor for myopia in young adults. We demonstrated that daily gavage of ω-3 PUFAs (300 mg docosahexaenoic acid [DHA] plus 60 mg eicosapentaenoic acid [EPA]) significantly attenuated the development of form deprivation myopia in guinea pigs and mice, as well as of lens-induced myopia in guinea pigs. Peribulbar injections of DHA also inhibited myopia progression in form-deprived guinea pigs. The suppression of myopia in guinea pigs was accompanied by inhibition of the "ChBP reduction-scleral hypoxia cascade." Additionally, treatment with DHA or EPA antagonized hypoxia-induced myofibroblast transdifferentiation in cultured human scleral fibroblasts. In human subjects, oral administration of ω-3 PUFAs partially alleviated the near-work-induced decreases in ChBP. Therefore, evidence from these animal and human studies suggests ω-3 PUFAs are potential and readily available candidates for myopia control.


Subject(s)
Fatty Acids, Omega-3/administration & dosage , Myopia/prevention & control , Administration, Oral , Animals , Cell Transdifferentiation , Cells, Cultured , Choroid/blood supply , Dietary Supplements , Disease Models, Animal , Disease Progression , Docosahexaenoic Acids/administration & dosage , Eicosapentaenoic Acid/administration & dosage , Guinea Pigs , Humans , Hypoxia/diet therapy , Hypoxia/physiopathology , Hypoxia/prevention & control , Mice , Myofibroblasts/pathology , Myopia/diet therapy , Myopia/physiopathology , Young Adult
12.
Violence Vict ; 39(1): 88-103, 2024 03 07.
Article in English | MEDLINE | ID: mdl-38453370

ABSTRACT

Polyvictimization has received substantial scholarly attention globally since it has been put forward two decades ago. However, the current lack of understanding of the causes of polyvictimization hinders the design of intervention programs. This study aims to integrate social bonding theory and lifestyle-routine activity theory to understand the etiology of polyvictimization in the Chinese context. Our results suggest that social bonding exerted not only a direct effect on polyvictimization (ß = -.030, p < .001) but also an indirect effect through delinquency and association with delinquent peers. Surprisingly, we found that the pathways linking social bonding and polyvictimization do not differ across genders. Implications for practice and theories are discussed.


Subject(s)
Crime Victims , Juvenile Delinquency , Adolescent , Female , Humans , Male , Life Style , Risk-Taking , East Asian People
13.
Gene Ther ; 30(1-2): 160-166, 2023 02.
Article in English | MEDLINE | ID: mdl-35794468

ABSTRACT

X-linked retinitis pigmentosa (XLRP) is the most severe form of Retinitis Pigmentosa (RP) and one of the leading causes of blindness in the world. Currently, there is no effective treatment for RP. In the present study, we recruited a XLRP family and identified a 4 bp deletion mutation (c. 2234_2237del) in RPGR ORF15 with Sanger sequencing, which was located in the exact same region as the missing XES (X chromosome exome sequencing) coverage. Then, we generated cell lines harboring the identified mutation and corrected it via enhanced prime editing system (ePE). Collectively, Sanger sequencing identified a pathogenic mutation in RPGR ORF15 for XLRP which was corrected with ePE. This study provides a valuable insight for genetic counseling of the afflicted family members and prenatal diagnosis, also paves a way for applying prime editing based gene therapy in those patients.


Subject(s)
Eye Proteins , Genetic Diseases, X-Linked , Retinitis Pigmentosa , Humans , East Asian People , Eye Proteins/genetics , Genetic Diseases, X-Linked/genetics , Genetic Diseases, X-Linked/therapy , Genetic Diseases, X-Linked/diagnosis , Mutation , Pedigree , Retinitis Pigmentosa/genetics , Retinitis Pigmentosa/therapy
14.
Hum Mol Genet ; 30(13): 1247-1258, 2021 06 17.
Article in English | MEDLINE | ID: mdl-33949668

ABSTRACT

The systematic identification of host genetic risk factors is essential for the understanding and treatment of coronavirus disease 2019 (COVID-19). By performing a meta-analysis of two independent genome-wide association summary datasets (N = 680 128), a novel locus at 21q22.11 was identified to be associated with COVID-19 infection (rs9976829 in IFNAR2-IL10RB, odds ratio = 1.16, 95% confidence interval = 1.09-1.23, P = 2.57 × 10-6). The rs9976829 represents a strong splicing quantitative trait locus for both IFNAR2 and IL10RB genes, especially in lung tissue (P = 1.8 × 10-24). Integrative genomics analysis of combining genome-wide association study with expression quantitative trait locus data showed the expression variations of IFNAR2 and IL10RB have prominent effects on COVID-19 in various types of tissues, especially in lung tissue. The majority of IFNAR2-expressing cells were dendritic cells (40%) and plasmacytoid dendritic cells (38.5%), and IL10RB-expressing cells were mainly nonclassical monocytes (29.6%). IFNAR2 and IL10RB are targeted by several interferons-related drugs. Together, our results uncover 21q22.11 as a novel susceptibility locus for COVID-19, in which individuals with G alleles of rs9976829 have a higher probability of COVID-19 susceptibility than those with non-G alleles.


Subject(s)
COVID-19/genetics , Chromosomes, Human, Pair 21 , Interleukin-10 Receptor beta Subunit/genetics , Receptor, Interferon alpha-beta/genetics , Alleles , Antiviral Agents/pharmacology , COVID-19/immunology , Cytokines/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Genomics/methods , Humans , Molecular Targeted Therapy , Polymorphism, Single Nucleotide , Quantitative Trait Loci , COVID-19 Drug Treatment
15.
Brief Bioinform ; 22(4)2021 07 20.
Article in English | MEDLINE | ID: mdl-33367533

ABSTRACT

Uveal melanoma (UVM) is the most common primary intraocular human malignancy with a high mortality rate. Aberrant DNA methylation has rapidly emerged as a diagnostic and prognostic signature in many cancers. However, such DNA methylation signature available in UVM remains limited. In this study, we performed a genome-wide integrative analysis of methylome and transcriptome and identified 40 methylation-driven prognostic genes (MDPGs) associated with the tumorigenesis and progression of UVM. Then, we proposed a machine-learning-based discovery and validation strategy to identify a DNA methylation-driven signature (10MeSig) composing of 10 MDPGs (AZGP1, BAI1, CCDC74A, FUT3, PLCD1, S100A4, SCN8A, SEMA3B, SLC25A38 and SLC44A3), which stratified 80 patients of the discovery cohort into two risk subtypes with significantly different overall survival (HR = 29, 95% CI: 6.7-126, P < 0.001). The 10MeSig was validated subsequently in an independent cohort with 57 patients and yielded a similar prognostic value (HR = 2.1, 95% CI: 1.2-3.7, P = 0.006). Multivariable Cox regression analysis showed that the 10MeSig is an independent predictive factor for the survival of patients with UVM. With a prospective validation study, this 10MeSig will improve clinical decisions and provide new insights into the pathogenesis of UVM.


Subject(s)
DNA Methylation , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Machine Learning , Melanoma , Neoplasm Proteins , Transcriptome , Uveal Neoplasms , Adult , Aged , Aged, 80 and over , DNA, Neoplasm/genetics , DNA, Neoplasm/metabolism , Disease-Free Survival , Female , Humans , Male , Melanoma/genetics , Melanoma/metabolism , Melanoma/mortality , Middle Aged , Neoplasm Proteins/biosynthesis , Neoplasm Proteins/genetics , Predictive Value of Tests , Survival Rate , Uveal Neoplasms/genetics , Uveal Neoplasms/metabolism , Uveal Neoplasms/mortality
16.
Brief Bioinform ; 22(5)2021 09 02.
Article in English | MEDLINE | ID: mdl-33834194

ABSTRACT

Transcriptional regulation is associated with complicated mechanisms including multiple molecular interactions and collaborative drive. Long noncoding RNAs (lncRNAs) have highly structured characteristics and play vital roles in the regulation of transcription in organisms. However, the specific contributions of conformation feature and underlying molecular mechanisms are still unclear. In the present paper, a hypothesis regarding molecular structure effect is presented, which proposes that lncRNAs fold into a complex spatial architecture and act as a skeleton to recruit transcription factors (TF) targeted binding, and which is involved in cooperative regulation. A candidate set of TF-lncRNA coregulation was constructed, and it was found that structural accessibility affected molecular binding force. In addition, transcription factor binding site (TFBS) regions of myopia-related lncRNA transcripts were disturbed, and it was discovered that base mutations affected the occurrence of significant molecular allosteric changes in important elements and variable splicing regions, mediating the onset and development of myopia. The results originated from structureomics and interactionomics and created conditions for systematic research on the mechanisms of structure-mediated TF-lncRNA coregulation in transcriptional regulation. Finally, these findings will help further the understanding of key regulatory roles of molecular allostery in cell physiological and pathological processes.


Subject(s)
Gene Expression Profiling/methods , Gene Expression Regulation , Gene Regulatory Networks , Myopia/genetics , RNA, Long Noncoding/genetics , Transcription Factors/genetics , Binding Sites/genetics , Humans , Models, Molecular , Myopia/metabolism , Nucleic Acid Conformation , Polymorphism, Single Nucleotide , Protein Binding , Protein Domains , RNA Folding , RNA, Long Noncoding/chemistry , RNA, Long Noncoding/metabolism , Transcription Factors/chemistry , Transcription Factors/metabolism
17.
Brief Bioinform ; 22(2): 1215-1224, 2021 03 22.
Article in English | MEDLINE | ID: mdl-32935831

ABSTRACT

The pandemic of coronavirus disease 2019 (COVID-19) urgently calls for more sensitive molecular diagnosis to improve sensitivity of current viral nuclear acid detection. We have developed an anchor primer (AP)-based assay to improve viral RNA stability by bioinformatics identification of RNase-binding site of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA and implementing AP dually targeting the N gene of SARS-CoV-2 RNA and RNase 1, 3, 6. The arbitrarily primed polymerase chain reaction (AP-PCR) improvement of viral RNA integrity was supported by (a) the AP increased resistance of the targeted gene (N gene) of SARS-CoV-2 RNA to RNase treatment; (b) the detection of SARS-CoV-2 RNA by AP-PCR with lower cycle threshold values (-2.7 cycles) compared to two commercially available assays; (c) improvement of the viral RNA stability of the ORF gene upon targeting of the N gene and RNase. Furthermore, the improved sensitivity by AP-PCR was demonstrated by detection of SARS-CoV-2 RNA in 70-80% of sputum, nasal, pharyngeal swabs and feces and 36% (4/11) of urine of the confirmed cases (n = 252), 7% convalescent cases (n = 54) and none of 300 negative cases. Lastly, AP-PCR analysis of 306 confirmed and convalescent cases revealed prolonged presence of viral loading for >20 days after the first positive diagnosis. Thus, the AP dually targeting SARS-CoV-2 RNA and RNase improves molecular detection by preserving SARS-CoV-2 RNA integrity and reveals the prolonged viral loading associated with older age and male gender in COVID-19 patients.


Subject(s)
COVID-19/virology , Polymerase Chain Reaction/methods , Ribonucleases/metabolism , SARS-CoV-2/metabolism , Aged , Binding Sites , Female , Humans , Male , RNA, Viral/genetics , SARS-CoV-2/genetics , SARS-CoV-2/isolation & purification , Viral Load
18.
Exp Eye Res ; 232: 109509, 2023 07.
Article in English | MEDLINE | ID: mdl-37247833

ABSTRACT

In this study, we explored the predictive role of choroidal blood perfusion (ChBP) and choroidal thickness (ChT) on the development of myopia in guinea pigs. Optical Coherence Tomography Angiography (OCTA) was used to assess the baseline choroidal blood perfusion (ChBP) and choroidal thickness (ChT) in 4-week-old guinea pigs. Refraction and axial length (AL) were measured at baseline. Myopia was induced for one week using form-deprivation (FD) or negative lenses followed by measurements of refraction, axial length and choroidal parameters (ChT and ChBP). The correlations were evaluated between the baseline choroidal values and the magnitude of myopia induced, along with the magnitude of changes in ChT and ChBP after myopia induction. There was a significant correlation between the baseline choroidal parameters and ocular refraction. Myopia induction led to choroidal thinning and less ChBP as well as longer eyes. On the other hand, following exposure to the same non-obstructed visual induction period, the myopic shift was less, and it was associated with thicker choroids and more ChBP at baseline. One week of myopia induction also resulted in thinner choroids and less ChBP, and these declines also correlated with their baseline values. In conclusion, the present study shows that the changes in the baseline choroidal ChT and ChBP parameters are proportional to the magnitude of myopia development and axial elongation in guinea pigs. These significant correlations between baseline ChBP and ChT and myopia development suggest that they may be a viable predictor of this process in guinea pigs.


Subject(s)
Myopia , Guinea Pigs , Animals , Myopia/diagnosis , Refraction, Ocular , Choroid/diagnostic imaging , Tomography, Optical Coherence/methods , Perfusion
19.
Mol Pharm ; 20(11): 5937-5946, 2023 11 06.
Article in English | MEDLINE | ID: mdl-37871179

ABSTRACT

Rapid corneal re-epithelialization is important for corneal wound healing. Corneal epithelial cell motility and oxidative stress are important targets for therapeutic intervention. In this study, we covalently conjugated the antioxidant caffeic acid (CA) with a bioactive peptide sequence (PHSRN) to generate a CA-PHSRN amphiphile, which was formulated into nanoparticular eye drops with an average size of 43.21 ± 16 nm. CA-PHSRN caused minimal cytotoxicity against human corneal epithelial cells (HCECs) and RAW264.7 cells, exhibited an excellent free radical scavenging ability, and remarkably attenuated reactive oxygen species (ROS) levels in H2O2-stimulated HCECs. The antioxidant and anti-inflammatory activities of CA-PHSRN were assessed in lipopolysaccharide (LPS)-stimulated RAW264.7 cells. The results show that CA-PHSRN treatment effectively prevented LPS-induced DNA damage and significantly reduced the levels of LPS-induced pro-inflammatory cytochemokines (i.e., iNOS, NO, TNF-α, IL-6, and COX-2) in a dose-dependent manner. Moreover, using a rabbit corneal epithelial ex vivo migration assay, we demonstrated that the proposed CA-PHSRN accelerated corneal epithelial cell migration and exhibited high ocular tolerance and ocular bioavailability after topical instillation. Taken together, the proposed CA-PHSRN nanoparticular eye drops are a promising therapeutic formulation for the treatment of corneal epithelial injury.


Subject(s)
Corneal Injuries , Epithelium, Corneal , Animals , Humans , Rabbits , Antioxidants/pharmacology , Fibronectins , Hydrogen Peroxide/pharmacology , Lipopolysaccharides/pharmacology , Peptide Fragments , Corneal Injuries/drug therapy , Peptides/pharmacology , Ophthalmic Solutions/pharmacology
20.
Mol Biol Rep ; 51(1): 10, 2023 Dec 12.
Article in English | MEDLINE | ID: mdl-38085372

ABSTRACT

BACKGROUND: The Proteolipid Protein 2 (PLP2), a protein in the Endoplasmic Reticulum (ER) membrane, has been reported to be highly expressed in various tumors. Previous studies have demonstrated that the reduced PLP2 can induce apoptosis and autophagy through ER stress-related pathways, leading to a decreased proliferation and aggressiveness. However, there is no research literature on the role of PLP2 in Acute Myeloid Leukemia (AML). METHODS: PLP2 expression, clinical data, genetic mutations, and karyotype changes from GEO, TCGA, and timer2.0 databases were analyzed through the R packages. The possible functions and pathways of cells were explored through GO, KEGG, and GSEA enrichment analysis using the clusterProfiler R package. Immuno-infiltration analysis was conducted using the Cibersort algorithm and the Xcell R package. RT-PCR and western blot techniques were employed to identify the PLP2 expression, examine the knockdown effects in THP-1 cells, and assess the expression of genes associated with endoplasmic reticulum stress and apoptosis. Flow cytometry was utilized to determine the apoptosis and survival rates of different groups. RESULTS: PLP2 expression was observed in different subsets of AML and other cancers. Enrichment analyses revealed that PLP2 was involved in various tumor-related biological processes, primarily apoptosis and lysosomal functions. Additionally, PLP2 expression showed a strong association with immune cell infiltration, particularly monocytes. In vitro, the knockdown of PLP2 enhanced endoplasmic reticulum stress-related apoptosis and increased drug sensitivity in THP-1 cells. CONCLUSIONS: PLP2 could be a novel therapeutic target in AML, in addition, PLP2 is a potential endoplasmic reticulum stress regulatory gene in AML.


Subject(s)
Apoptosis , Leukemia, Myeloid, Acute , Humans , Endoplasmic Reticulum/metabolism , Endoplasmic Reticulum Stress/genetics , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/metabolism , Proteolipids/genetics , Proteolipids/metabolism , Proteolipids/pharmacology
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