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1.
Cell ; 181(6): 1423-1433.e11, 2020 06 11.
Article in English | MEDLINE | ID: mdl-32416069

ABSTRACT

Many COVID-19 patients infected by SARS-CoV-2 virus develop pneumonia (called novel coronavirus pneumonia, NCP) and rapidly progress to respiratory failure. However, rapid diagnosis and identification of high-risk patients for early intervention are challenging. Using a large computed tomography (CT) database from 3,777 patients, we developed an AI system that can diagnose NCP and differentiate it from other common pneumonia and normal controls. The AI system can assist radiologists and physicians in performing a quick diagnosis especially when the health system is overloaded. Significantly, our AI system identified important clinical markers that correlated with the NCP lesion properties. Together with the clinical data, our AI system was able to provide accurate clinical prognosis that can aid clinicians to consider appropriate early clinical management and allocate resources appropriately. We have made this AI system available globally to assist the clinicians to combat COVID-19.


Subject(s)
Artificial Intelligence , Coronavirus Infections/diagnosis , Pneumonia, Viral/diagnosis , Tomography, X-Ray Computed , COVID-19 , China , Cohort Studies , Coronavirus Infections/pathology , Coronavirus Infections/therapy , Datasets as Topic , Humans , Lung/pathology , Models, Biological , Pandemics , Pilot Projects , Pneumonia, Viral/pathology , Pneumonia, Viral/therapy , Prognosis , Radiologists , Respiratory Insufficiency/diagnosis
3.
Mol Cell Proteomics ; 22(9): 100628, 2023 09.
Article in English | MEDLINE | ID: mdl-37532176

ABSTRACT

Cholesteatoma is a chronic inflammatory ear disease with abnormal keratinized epithelium proliferation and tissue damage. However, the mechanism of keratinized epithelium hyperproliferation in cholesteatoma remains unknown. Hence, our study sought to shed light on mechanisms affecting the pathology and development of cholesteatoma, which could help develop adjunctive treatments. To investigate molecular changes in cholesteatoma pathogenesis, we analyzed clinical cholesteatoma specimens and paired ear canal skin with mass spectrometry-based proteomics and bioinformatics. From our screen, alpha-synuclein (SNCA) was overexpressed in middle ear cholesteatoma and might be a key hub protein associated with inflammation, proliferation, and autophagy in cholesteatoma. SNCA was more sensitive to lipopolysaccharide-induced inflammation, and autophagy marker increase was accompanied by autophagy activation in middle ear cholesteatoma tissues. Overexpression of SNCA activated autophagy and promoted cell proliferation and migration, especially under lipopolysaccharide inflammatory stimulation. Moreover, inhibiting autophagy impaired SNCA-mediated keratinocyte proliferation and corresponded with inhibition of the PI3K/AKT/CyclinD1 pathways. Also, 740Y-P, a PI3K activator reversed the suppression of autophagy and PI3K signaling by siATG5 in SNCA-overexpressing cells, which restored proliferative activity. Besides, knockdown of SNCA in RHEK-1 and HaCaT cells or knockdown of PI3K in RHEK-1 and HaCaT cells overexpressing SNCA both resulted in attenuated cell proliferation. Our studies indicated that SNCA overexpression in cholesteatoma might maintain the proliferative ability of cholesteatoma keratinocytes by promoting autophagy under inflammatory conditions. This suggests that dual inhibition of SNCA and autophagy may be a promising new target for treating cholesteatoma.


Subject(s)
Cholesteatoma, Middle Ear , Humans , Cholesteatoma, Middle Ear/metabolism , Cholesteatoma, Middle Ear/pathology , Proto-Oncogene Proteins c-akt/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Lipopolysaccharides , Proteomics , Signal Transduction , Cell Proliferation , Autophagy , Inflammation , alpha-Synuclein
4.
BMC Med ; 22(1): 138, 2024 Mar 25.
Article in English | MEDLINE | ID: mdl-38528511

ABSTRACT

BACKGROUND: Synaptic dysfunction with reduced synaptic protein levels is a core feature of Alzheimer's disease (AD). Synaptic proteins play a central role in memory processing, learning, and AD pathogenesis. Evidence suggests that synaptic proteins in plasma neuronal-derived extracellular vesicles (EVs) are reduced in patients with AD. However, it remains unclear whether levels of synaptic proteins in EVs are associated with hippocampal atrophy of AD and whether upregulating the expression of these synaptic proteins has a beneficial effect on AD. METHODS: In this study, we included 57 patients with AD and 56 healthy controls. We evaluated their brain atrophy through magnetic resonance imaging using the medial temporal lobe atrophy score. We measured the levels of four synaptic proteins, including synaptosome-associated protein 25 (SNAP25), growth-associated protein 43 (GAP43), neurogranin, and synaptotagmin 1 in both plasma neuronal-derived EVs and cerebrospinal fluid (CSF). We further examined the association of synaptic protein levels with brain atrophy. We also evaluated the levels of these synaptic proteins in the brains of 5×FAD mice. Then, we loaded rabies virus glycoprotein-engineered EVs with messenger RNAs (mRNAs) encoding GAP43 and SNAP25 and administered these EVs to 5×FAD mice. After treatment, synaptic proteins, dendritic density, and cognitive function were evaluated. RESULTS: The results showed that GAP43, SNAP25, neurogranin, and synaptotagmin 1 were decreased in neuronal-derived EVs but increased in CSF in patients with AD, and the changes corresponded to the severity of brain atrophy. GAP43 and SNAP25 were decreased in the brains of 5×FAD mice. The engineered EVs efficiently and stably delivered these synaptic proteins to the brain, where synaptic protein levels were markedly upregulated. Upregulation of synaptic protein expression could ameliorate cognitive impairment in AD by promoting dendritic density. This marks the first successful delivery of synaptic protein mRNAs via EVs in AD mice, yielding remarkable therapeutic effects. CONCLUSIONS: Synaptic proteins are closely related to AD processes. Delivery of synaptic protein mRNAs via EVs stands as a promising effective precision treatment strategy for AD, which significantly advances the current understanding of therapeutic approaches for the disease.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Extracellular Vesicles , Humans , Mice , Animals , Alzheimer Disease/genetics , Alzheimer Disease/metabolism , Synaptotagmin I , Amyloid beta-Peptides/cerebrospinal fluid , Neurogranin/cerebrospinal fluid , Cognitive Dysfunction/genetics , Extracellular Vesicles/metabolism , Extracellular Vesicles/pathology , Atrophy/complications , Atrophy/pathology , Biomarkers
5.
Clin Otolaryngol ; 49(1): 117-123, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37864503

ABSTRACT

OBJECTIVE: To compare the clinical features of sudden hearing loss (SHL) in patients with and without endolymphatic hydrops (EH), and to investigate the association between SHL with EH and Ménière's disease (MD). METHODS: The clinical data of 63 SHL patients with first symptoms were evaluated retrospectively. Patients were separated into two groups based on the results of gadolinium-enhanced magnetic resonance imaging: EH and non-EH groups. Independent sample t-test and U-test were used to compare groups for continuous variables, and the chi-squared test, corrected chi-squared test and Bonferroni correction test were used to compare groups for binary and ordinal variables. The binary logistic regression model was utilised for univariate and multivariate analysis of follow-up patient prognosis. RESULTS: The EH and non-EH groups contained 32 and 31 patients, respectively. The EH group had a higher prevalence of low-tone descending hearing loss. Fifty-one patients were followed for more than 2 years. In the EH group, 11 and 15 patients were diagnosed with sudden sensorineural hearing loss (SSNHL) and MD, respectively, while in the non-EH group, 24 patients were diagnosed with SSNHL and only one with MD. EH, low-tone descending hearing loss and vertigo were risk factors for the diagnosis of MD in a subgroup univariate regression analysis of patients experiencing SHL. EH was found to be a risk factor for the progression of SHL into MD in a multifactor regression analysis. CONCLUSIONS: Patients with SHL who have EH are more likely to present with low-tone descending hearing loss. EH is a risk factor for the subsequent development of MD.


Subject(s)
Endolymphatic Hydrops , Hearing Loss, Sensorineural , Hearing Loss, Sudden , Meniere Disease , Humans , Meniere Disease/complications , Meniere Disease/diagnostic imaging , Gadolinium , Hearing Loss, Sudden/diagnostic imaging , Hearing Loss, Sudden/etiology , Retrospective Studies , Endolymphatic Hydrops/complications , Endolymphatic Hydrops/diagnostic imaging , Hearing Loss, Sensorineural/diagnostic imaging , Hearing Loss, Sensorineural/etiology , Magnetic Resonance Imaging/methods
6.
J Pathol ; 256(1): 25-37, 2022 01.
Article in English | MEDLINE | ID: mdl-34543458

ABSTRACT

Upstream stimuli for myofibroblast activation are of considerable interest for understanding the mechanisms underlying renal fibrosis. Activin B, a member of the TGF-ß family, exists as a homodimer of inhibin subunit beta B (INHBB), but its role in renal fibrosis remains unknown. We found that INHBB expression was significantly increased in various renal fibrosis models and human chronic kidney disease specimens with renal fibrosis. Notably, the increase of INHBB occurred mainly in the tubular epithelial cells (TECs). In vivo, inhibiting INHBB blocked the activation of interstitial fibroblasts and ameliorated the renal fibrosis induced by unilateral ureteral obstruction or ischemia-reperfusion injury, while ectopic expression of INHBB in the TECs was able to activate interstitial fibroblasts and initiate interstitial fibrosis. In vitro, overexpression of INHBB in TECs led to the secretion of activin B, thereby promoting the proliferation and activation of interstitial fibroblasts through activin B/Smad signaling. Furthermore, inhibition of activin B/Smad signaling attenuated the fibrotic response caused by tubular INHBB. Mechanistically, the upregulation of INHBB depended on the transcription factor Sox9 in the injured TECs. Clinical analyses also identified a positive correlation between Sox9 and INHBB expression in human specimens, suggesting the Sox9/INHBB axis as a positive regulator of renal fibrosis. In conclusion, tubule-derived INHBB is implicated in the pathogenesis of renal fibrosis by activating the surrounding fibroblasts in a paracrine manner, thereby exhibiting as a potential therapeutic target. © 2021 The Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.


Subject(s)
Fibroblasts/metabolism , Fibrosis/metabolism , Inhibin-beta Subunits/metabolism , Animals , Cell Proliferation/physiology , Fibroblasts/pathology , Fibrosis/pathology , Humans , Kidney/metabolism , Kidney/pathology , Mice, Inbred C57BL , Myofibroblasts/metabolism , Renal Insufficiency, Chronic/metabolism , Renal Insufficiency, Chronic/pathology , Up-Regulation , Ureteral Obstruction/metabolism , Ureteral Obstruction/pathology
7.
Nature ; 531(7594): 323-8, 2016 Mar 17.
Article in English | MEDLINE | ID: mdl-26958831

ABSTRACT

The repair and regeneration of tissues using endogenous stem cells represents an ultimate goal in regenerative medicine. To our knowledge, human lens regeneration has not yet been demonstrated. Currently, the only treatment for cataracts, the leading cause of blindness worldwide, is to extract the cataractous lens and implant an artificial intraocular lens. However, this procedure poses notable risks of complications. Here we isolate lens epithelial stem/progenitor cells (LECs) in mammals and show that Pax6 and Bmi1 are required for LEC renewal. We design a surgical method of cataract removal that preserves endogenous LECs and achieves functional lens regeneration in rabbits and macaques, as well as in human infants with cataracts. Our method differs conceptually from current practice, as it preserves endogenous LECs and their natural environment maximally, and regenerates lenses with visual function. Our approach demonstrates a novel treatment strategy for cataracts and provides a new paradigm for tissue regeneration using endogenous stem cells.


Subject(s)
Cataract/therapy , Lens, Crystalline/cytology , Lens, Crystalline/physiology , Recovery of Function , Regeneration/physiology , Stem Cells/cytology , Vision, Ocular/physiology , Animals , Cataract/congenital , Cataract/pathology , Cataract/physiopathology , Cataract Extraction , Epithelial Cells/cytology , Epithelial Cells/metabolism , Eye Proteins/metabolism , Homeodomain Proteins/metabolism , Homeostasis , Humans , Macaca , PAX6 Transcription Factor , Paired Box Transcription Factors/metabolism , Polycomb Repressive Complex 1/metabolism , Proto-Oncogene Proteins/metabolism , Repressor Proteins/metabolism , Stem Cells/metabolism
8.
Int J Neurosci ; 132(12): 1178-1181, 2022 Dec.
Article in English | MEDLINE | ID: mdl-33349090

ABSTRACT

PURPOSE: Vertebral artery compression syndrome (VACS) is an under-recognised condition that may be misdiagnosed as motor neuron disease. We report a case presenting features initially suggestive of primary lateral sclerosis (PLS) but later found to be VACS. CASE PRESENTATION: A 65-year-old man with hypertension was referred to our neurology department in the suspect of PLS. He presented with a 10-year history of involuntary jerk of the left lower limb, which ascended to the left upper limb 9 years later. He also developed intermittent painful spasms with a tendency to drag his left leg. His symptoms fluctuated with blood pressure. Neurological examination revealed upper motor neuron signs without lower motor neuron or sensory involvement. Electrophysiology studies were unremarkable. Brain MRI disclosed the left side of medulla oblongata was compressed by the tortuous left vertebral artery. Diffusion tensor tractography confirmed the corresponding corticospinal tract disruption. He was diagnosed with VACS and treated with antispasmodic medications and antihypertensive drugs. CONCLUSIONS: VACS should be considered into the differential diagnoses of PLS. A thorough clinical assessment and careful interpretation of brain MRI with advanced diffusion neuroimages can help confirm the diagnosis.


Subject(s)
Lateral Medullary Syndrome , Spondylosis , Vertebrobasilar Insufficiency , Male , Humans , Aged , Vertebral Artery , Vertebrobasilar Insufficiency/diagnostic imaging , Medulla Oblongata
9.
Genomics ; 113(2): 576-582, 2021 03.
Article in English | MEDLINE | ID: mdl-33383141

ABSTRACT

Over one million people are living with cystic echinococcosis (CE) and alveolar echinococcosis (AE). For CE, long-term albendazole treatment is often needed, which requires regular follow-up. Follow-up is mainly through imaging which is insensitive to subtle changes and subjective to experience. We investigated the changes of Echinococcus granulosus (Eg) cell-free DNA (cfDNA) in plasma of CE patients before and after albendazole treatment to evaluate its potential as an objective marker for treatment follow-up. Plasma samples of nine CE patients were collected before and after treatment. We identified Eg cfDNA from every sample through high-throughput sequencing. Eg cfDNA concentration and fragment length increased significantly after the treatment period. Ultrasound examination before and after the treatment initiation reflected the drug effects to a certain extent, as the cyst size of four patients reduced. Our findings indicated that Eg cfDNA from plasma could be a potential marker in the monitoring of CE treatment.


Subject(s)
Cell-Free Nucleic Acids/blood , DNA, Helminth/blood , Echinococcosis/blood , Echinococcus granulosus/genetics , Adolescent , Adult , Albendazole/therapeutic use , Animals , Anticestodal Agents/therapeutic use , Echinococcosis/drug therapy , Echinococcosis/parasitology , Echinococcus granulosus/pathogenicity , Female , Humans , Male , Middle Aged
10.
Nature ; 523(7562): 607-11, 2015 Jul 30.
Article in English | MEDLINE | ID: mdl-26200341

ABSTRACT

The human lens is comprised largely of crystallin proteins assembled into a highly ordered, interactive macro-structure essential for lens transparency and refractive index. Any disruption of intra- or inter-protein interactions will alter this delicate structure, exposing hydrophobic surfaces, with consequent protein aggregation and cataract formation. Cataracts are the most common cause of blindness worldwide, affecting tens of millions of people, and currently the only treatment is surgical removal of cataractous lenses. The precise mechanisms by which lens proteins both prevent aggregation and maintain lens transparency are largely unknown. Lanosterol is an amphipathic molecule enriched in the lens. It is synthesized by lanosterol synthase (LSS) in a key cyclization reaction of a cholesterol synthesis pathway. Here we identify two distinct homozygous LSS missense mutations (W581R and G588S) in two families with extensive congenital cataracts. Both of these mutations affect highly conserved amino acid residues and impair key catalytic functions of LSS. Engineered expression of wild-type, but not mutant, LSS prevents intracellular protein aggregation of various cataract-causing mutant crystallins. Treatment by lanosterol, but not cholesterol, significantly decreased preformed protein aggregates both in vitro and in cell-transfection experiments. We further show that lanosterol treatment could reduce cataract severity and increase transparency in dissected rabbit cataractous lenses in vitro and cataract severity in vivo in dogs. Our study identifies lanosterol as a key molecule in the prevention of lens protein aggregation and points to a novel strategy for cataract prevention and treatment.


Subject(s)
Cataract/drug therapy , Cataract/metabolism , Lanosterol/pharmacology , Lanosterol/therapeutic use , Protein Aggregates/drug effects , Protein Aggregation, Pathological/drug therapy , Adult , Amino Acid Sequence , Amyloid/chemistry , Amyloid/drug effects , Amyloid/metabolism , Amyloid/ultrastructure , Animals , Base Sequence , Cataract/congenital , Cataract/genetics , Cataract/pathology , Cell Line , Child , Crystallins/chemistry , Crystallins/genetics , Crystallins/metabolism , Crystallins/ultrastructure , Dogs , Female , Humans , Lanosterol/administration & dosage , Lens, Crystalline/drug effects , Lens, Crystalline/metabolism , Lens, Crystalline/pathology , Male , Models, Molecular , Molecular Sequence Data , Mutant Proteins/chemistry , Mutant Proteins/genetics , Mutant Proteins/metabolism , Mutant Proteins/ultrastructure , Pedigree , Protein Aggregation, Pathological/pathology
11.
Med Sci Monit ; 27: e934937, 2021 Dec 13.
Article in English | MEDLINE | ID: mdl-34897268

ABSTRACT

BACKGROUND Hepatocellular carcinoma (HCC) is a malignant tumor which is famous for its high heterogeneity and complex pathogenesis. Angiogenesis is an important driver of tumor progression and immune-suppressive microenvironment formation. MATERIAL AND METHODS A training set was acquired from the TCGA-LIHC cohort. An angiogenesis-active subtype was identified by consensus clustering analysis. The tumor subtype's immune microenvironment pattern was analyzed using quanTIseq. DEGs-mediated biology function was analyzed by enrichment analysis based on GO and KEGG. A prognostic model was constructed using LASSO Cox regression analysis and validated by 2 external datasets derived from GEO and ICGC. Quantitative real-time PCR assay was conducted to analyze CDCA8's expression status in the HCC line and normal liver cell line. RESULTS In HCC, patients with the angiogenesis-active subtype had a poor prognosis. Angiogenesis can shape the tumor microenvironment into high-M2 microphage infiltration and activity pattern. Here, we identified an angiogenesis-active HCC subtype and constructed an angiogenesis feature-based prognostic model to predict patient outcome. The external validation sets were enrolled to verify the accuracy of this model. CONCLUSIONS Our research demonstrated angiogenesis can confer the tumor immune-suppressive characteristic. We provide a robust method to evaluate the HCC's angiogenesis potential and help identify the angiogenesis-active subtype. Validation in the external validation cohort further confirmed the accuracy of our prognostic model.


Subject(s)
Carcinoma, Hepatocellular/pathology , Liver Neoplasms/pathology , Neovascularization, Pathologic/pathology , Patient Outcome Assessment , Tumor Microenvironment , Humans , Kaplan-Meier Estimate , Prognosis
12.
Nature ; 511(7509): 358-61, 2014 Jul 17.
Article in English | MEDLINE | ID: mdl-25030175

ABSTRACT

The surface of the cornea consists of a unique type of non-keratinized epithelial cells arranged in an orderly fashion, and this is essential for vision by maintaining transparency for light transmission. Cornea epithelial cells (CECs) undergo continuous renewal from limbal stem or progenitor cells (LSCs), and deficiency in LSCs or corneal epithelium--which turns cornea into a non-transparent, keratinized skin-like epithelium--causes corneal surface disease that leads to blindness in millions of people worldwide. How LSCs are maintained and differentiated into corneal epithelium in healthy individuals and which key molecular events are defective in patients have been largely unknown. Here we report establishment of an in vitro feeder-cell-free LSC expansion and three-dimensional corneal differentiation protocol in which we found that the transcription factors p63 (tumour protein 63) and PAX6 (paired box protein PAX6) act together to specify LSCs, and WNT7A controls corneal epithelium differentiation through PAX6. Loss of WNT7A or PAX6 induces LSCs into skin-like epithelium, a critical defect tightly linked to common human corneal diseases. Notably, transduction of PAX6 in skin epithelial stem cells is sufficient to convert them to LSC-like cells, and upon transplantation onto eyes in a rabbit corneal injury model, these reprogrammed cells are able to replenish CECs and repair damaged corneal surface. These findings suggest a central role of the WNT7A-PAX6 axis in corneal epithelial cell fate determination, and point to a new strategy for treating corneal surface diseases.


Subject(s)
Corneal Diseases/metabolism , Corneal Diseases/pathology , Epithelium, Corneal/cytology , Epithelium, Corneal/metabolism , Eye Proteins/metabolism , Homeodomain Proteins/metabolism , Homeostasis , Paired Box Transcription Factors/metabolism , Repressor Proteins/metabolism , Wnt Proteins/metabolism , Animals , Cell Differentiation , Cell Lineage , Disease Models, Animal , Epithelium, Corneal/pathology , Eye Proteins/genetics , Homeodomain Proteins/genetics , Humans , Limbus Corneae/cytology , Limbus Corneae/metabolism , Male , PAX6 Transcription Factor , Paired Box Transcription Factors/genetics , Rabbits , Repressor Proteins/genetics , Signal Transduction , Skin/cytology , Skin/metabolism , Skin/pathology , Stem Cell Transplantation , Stem Cells/cytology , Stem Cells/metabolism , Transcription Factors/metabolism , Tumor Suppressor Proteins/metabolism , Wnt Proteins/genetics
13.
Biochim Biophys Acta Mol Basis Dis ; 1864(2): 520-532, 2018 Feb.
Article in English | MEDLINE | ID: mdl-29158184

ABSTRACT

TGF-ß signaling plays a principal role in renal fibrosis, but the precise mechanisms and the downstream factors are still largely unknown. Sox9 exhibits diverse roles in regulating the production of extracellular matrix proteins. Here we found that Sox9 was induced by TGF-ß in the kidney fibroblast and acted as an important downstream mediator of TGF-ß signaling in promoting renal fibrosis. TGF-ß/Smad signaling mediated the upregulation of Sox9 in kidney fibroblast by binding to a conserved enhancer. In different mouse models of renal fibrosis, as well as in the kidney biopsy tissue from patients with renal fibrosis, Sox9 expression significantly increased. Immunostaining confirmed the upregulation of Sox9 in the kidney fibroblast during renal fibrosis. Delivery of Sox9 knockdown plasmid to the kidney by ultrasound microbubble-mediated gene transfer suppressed the unilateral ureteral obstruction (UUO) or folic acid-induced mouse renal fibrosis, whereas ectopic expression of Sox9 aggravated renal fibrosis. In addition, we identified Sox9 as a direct target of miR-30. Notably, miR-30 expression was significantly inhibited by TGF-ß1 in the kidney fibroblast and the downregulation of miR-30 was observed in renal fibrosis. Mechanistically, inhibition of miR-30 independently strengthened the effect of TGF-ß/Smad signaling on Sox9 upregulation. Adenovirus-mediated ectopic expression of miR-30 in kidney fibroblast greatly reduced UUO-induced renal fibrosis by targeting Sox9. These findings link Sox9 to intrinsic mechanisms of TGF-ß signaling in renal fibrosis and may have therapeutic potential for tissue fibrosis.


Subject(s)
Fibroblasts/metabolism , Kidney/pathology , SOX9 Transcription Factor/metabolism , Transforming Growth Factor beta1/metabolism , Animals , Fibrosis , Folic Acid/adverse effects , HEK293 Cells , Humans , Kidney/metabolism , Mice , Mice, Inbred C57BL , MicroRNAs/metabolism , Rats , Up-Regulation , Ureteral Obstruction
14.
Nat Mater ; 16(11): 1155-1161, 2017 11.
Article in English | MEDLINE | ID: mdl-29035356

ABSTRACT

An effective blood-based method for the diagnosis and prognosis of hepatocellular carcinoma (HCC) has not yet been developed. Circulating tumour DNA (ctDNA) carrying cancer-specific genetic and epigenetic aberrations may enable a noninvasive 'liquid biopsy' for diagnosis and monitoring of cancer. Here, we identified an HCC-specific methylation marker panel by comparing HCC tissue and normal blood leukocytes and showed that methylation profiles of HCC tumour DNA and matched plasma ctDNA are highly correlated. Using cfDNA samples from a large cohort of 1,098 HCC patients and 835 normal controls, we constructed a diagnostic prediction model that showed high diagnostic specificity and sensitivity (P < 0.001) and was highly correlated with tumour burden, treatment response, and stage. Additionally, we constructed a prognostic prediction model that effectively predicted prognosis and survival (P < 0.001). Together, these findings demonstrate in a large clinical cohort the utility of ctDNA methylation markers in the diagnosis, surveillance, and prognosis of HCC.


Subject(s)
Biomarkers, Tumor , Carcinoma, Hepatocellular , Circulating Tumor DNA , DNA Methylation , Liver Neoplasms , Models, Biological , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/genetics , Circulating Tumor DNA/blood , Circulating Tumor DNA/genetics , Female , Humans , Liver Neoplasms/blood , Liver Neoplasms/diagnosis , Liver Neoplasms/genetics , Male , Prognosis
16.
Mol Ecol ; 26(20): 5705-5715, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28792677

ABSTRACT

An increasing number of phylogenetic studies have reported discordances among nuclear and mitochondrial markers. These discrepancies are highly relevant to widely used biodiversity assessment approaches, such as DNA barcoding, that rely almost exclusively on mitochondrial markers. Although the theoretical causes of mito-nuclear discordances are well understood, it is often extremely challenging to determine the principal underlying factor in a given study system. In this study, we uncovered significant mito-nuclear discordances in a pair of sibling caddisfly species. Application of genome sequencing, ddRAD and DNA barcoding revealed ongoing hybridization, as well as historical hybridization in Pleistocene refugia, leading us to identify introgression as the ultimate cause of the observed discordance pattern. Our novel genomic data, the discovery of a European-wide hybrid zone and the availability of established techniques for laboratory breeding make this species pair an ideal model system for studying species boundaries with ongoing gene flow.


Subject(s)
Biological Evolution , DNA Barcoding, Taxonomic , Hybridization, Genetic , Insecta/classification , Animals , Cell Nucleus/genetics , DNA, Mitochondrial/genetics , Europe , Gene Flow , Genetic Markers , Genome, Insect , Phylogeny , Sequence Analysis, DNA
17.
Med Sci Monit ; 23: 6033-6041, 2017 Dec 21.
Article in English | MEDLINE | ID: mdl-29263314

ABSTRACT

BACKGROUND High expression of the RNA-binding motif protein 3 (RBM3) has previously been described as a favorable clinicopathological factor in several cancers, including ovarian cancer, colorectal cancer, prostate cancer, and breast cancer. The aim of this study was to examine the prognostic implications of RBM3 expression in gastric cancer. MATERIAL AND METHODS Immunohistochemical analysis of RBM3 expression from 123 patients showed that upregulated RBM3 was mainly found in intestinal-type (n=78, case=59) cancer compared to diffuse-type (n=15, case=8) and mixed-type (n=30, case=17). There were no significant differences in RBM3 expression in subgroups of clinicopathological parameters. RBM3 expression was strongly associated with p53 but not with Ki-67. Cox univariate analysis revealed that high RBM3 expression was closely associated with prolonged overall survival time (HR 0.504, 95% CI: 0.300-0.845, P=0.009). Multivariate analysis remained supporting these associations when adjusted for age, sex, tumor size, differentiation grade, TNM stage, lymphatic invasion, and Ki-67 and p53 expression (HR 0.541, 95% CI: 0.308-0.952, P=0.033), where Lauren grade was not included. Lauren grade was the only factor with independent prognostic significance in a model adjusted for all factors. These results were confirmed by Kaplan-Meier analysis. RESULTS Therefore, together with the upregulated RBM3 expression observed in intestinal-type of Lauren grade, we suggest that upregulation of RBM3 is partially responsible for the favorable overall survival in cases with intestinal Lauren grade, which is demonstrated by the box diagram and Kaplan-Meier analysis. Our results showed that high RBM3 expression in gastric cancer is mainly found in intestinal-type of Lauren grade and is associated with longer overall survival time. CONCLUSIONS We found that RBM3 is a potential biomarker of good prognosis and deserves further validation.


Subject(s)
RNA-Binding Proteins/biosynthesis , Stomach Neoplasms/metabolism , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/biosynthesis , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Disease-Free Survival , Female , Humans , Immunohistochemistry , Intestines/pathology , Kaplan-Meier Estimate , Male , Middle Aged , Paraffin Embedding , Prognosis , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Risk Factors , Stomach Neoplasms/genetics , Stomach Neoplasms/mortality , Stomach Neoplasms/pathology , Tissue Array Analysis , Up-Regulation
18.
Proc Natl Acad Sci U S A ; 111(14): 5135-40, 2014 Apr 08.
Article in English | MEDLINE | ID: mdl-24591624

ABSTRACT

As an economic crop, pepper satisfies people's spicy taste and has medicinal uses worldwide. To gain a better understanding of Capsicum evolution, domestication, and specialization, we present here the genome sequence of the cultivated pepper Zunla-1 (C. annuum L.) and its wild progenitor Chiltepin (C. annuum var. glabriusculum). We estimate that the pepper genome expanded ∼0.3 Mya (with respect to the genome of other Solanaceae) by a rapid amplification of retrotransposons elements, resulting in a genome comprised of ∼81% repetitive sequences. Approximately 79% of 3.48-Gb scaffolds containing 34,476 protein-coding genes were anchored to chromosomes by a high-density genetic map. Comparison of cultivated and wild pepper genomes with 20 resequencing accessions revealed molecular footprints of artificial selection, providing us with a list of candidate domestication genes. We also found that dosage compensation effect of tandem duplication genes probably contributed to the pungent diversification in pepper. The Capsicum reference genome provides crucial information for the study of not only the evolution of the pepper genome but also, the Solanaceae family, and it will facilitate the establishment of more effective pepper breeding programs.


Subject(s)
Capsicum/genetics , Genome, Plant , DNA Transposable Elements , Molecular Sequence Data , Plant Proteins/genetics , Retroelements , Selection, Genetic , Transcription, Genetic
19.
J Biol Chem ; 290(33): 20448-54, 2015 Aug 14.
Article in English | MEDLINE | ID: mdl-26045558

ABSTRACT

PAX6 is a master regulatory gene involved in neuronal cell fate specification. It also plays a critical role in early eye field and subsequent limbal stem cell (LSC) determination during eye development. Defects in Pax6 cause aniridia and LSC deficiency in humans and the Sey (Small eye) phenotype in mice (Massé, K., Bhamra, S., Eason, R., Dale, N., and Jones, E. A. (2007) Nature 449, 1058-1062). However, how PAX6 specifies LSC and corneal fates during eye development is not well understood. Here, we show that PAX6 is expressed in the primitive eye cup and later in corneal tissue progenitors in early embryonic development. In contrast, p63 expression commences after that of PAX6 in ocular adnexal and skin tissue progenitors and later in LSCs. Using an in vitro feeder-free culture system, we show that PAX6 knockdown in LSCs led to up-regulation of skin epidermis-specific keratins concomitant with differentiation to a skin fate. Using gene expression analysis, we identified the involvement of Notch, Wnt, and TGF-ß signaling pathways in LSC fate determination. Thus, loss of PAX6 converts LSCs to epidermal stem cells, as demonstrated by a switch in the keratin gene expression profile and by the appearance of congenital dermoid tissue.


Subject(s)
Cell Lineage/physiology , Eye Proteins/physiology , Homeodomain Proteins/physiology , Limbic System/cytology , Paired Box Transcription Factors/physiology , Repressor Proteins/physiology , Stem Cells/cytology , Animals , Cornea/embryology , Eye Proteins/genetics , Gene Expression Profiling , Homeodomain Proteins/genetics , Humans , Limbic System/metabolism , Membrane Proteins/genetics , Mice , PAX6 Transcription Factor , Paired Box Transcription Factors/genetics , Repressor Proteins/genetics , Signal Transduction , Stem Cells/metabolism
20.
BMC Evol Biol ; 16: 87, 2016 Apr 23.
Article in English | MEDLINE | ID: mdl-27107967

ABSTRACT

BACKGROUND: The domestic pig Sus scrofa domesticus originated from the wild boar S. scrofa about 10,000 years ago. During domestication, drastic morphological, physiological, and behavioral changes developed between domestic pigs and wild boars through artificial and natural selection. The long non-coding RNA (lncRNA) H19, which is located within the imprinting gene cluster H19-IGF2, plays an important role in regulating muscle development in humans and mice. This study systematically analyzed the molecular evolution of H19 and its possible epigenetic changes during pig domestication and breeding to explore the genetic and epigenetic contributions of H19 to pig domestication. RESULTS: The molecular evolution of H19 was initially analyzed on a large phylogenetic scale. Results showed that the gene was highly conserved within a broad range, especially in the 5' terminal sequence. The molecular evolution of the gene was then analyzed using published re-sequencing data of 30 wild boars from Tibet, 3 wild boars from Sichuan, and 15 native pigs from other regions in China. Eight polymorphic sites were identified, and the nucleotide diversity (π) value within the H19 gene body was significantly higher (Z-test, P < 0.05) in domesticated pigs than in wild pigs. However, no significant divergence occurred between domesticated and wild pigs. Single nucleotide polymorphisms in the 3' terminal sequence were surveyed in other Chinese local breeds and foreign pig breeds. We observed a consistently higher diversity in domesticated pigs than in wild pigs. The methylation pattern of the H19 gene in pigs was subsequently analyzed using published methylated DNA immunoprecipitation data and an unpublished single-base resolution liver methylome. Analysis results showed distinct methylation levels in some tissues. Among the samples surveyed, Landrace showed the lowest methylation level, followed by the Guizhou wild boar, whereas the Enshi pig exhibited the highest methylation level in the 2 kb upstream region of the H19 gene. Liver transcriptome data suggested that Landrace harbored the highest expression of the H19 gene, followed by the Guizhou wild boar, whereas the Enshi pig harbored the lowest expression of the gene. Differential methylation sites (DMSs) among the three breeds were mainly identified in the 2 kb upstream region of the H19 gene. In the Enshi pig, we detected allele-specific methylation (ASM) regions in the 2 kb upstream region of the H19 gene. Most of the DMSs in the upstream 2 kb region of the gene were also located in the ASM region in this breed. CONCLUSIONS: Molecular analyses suggest that the H19 gene was highly conserved during large-scale evolution and exhibited genotype differentiation during domestication and breed differentiation. The drastic diversity pattern between domestic and wild pigs in the H19 gene body, which was highly conserved during large-scale evolution, suggests that this gene might have played roles in the breed differentiation of domestic pigs. Methylation analysis indicates an opposite epigenetic regulation direction between Chinese and European pig (EU) domestication, which resulted in opposite expression changes in this gene between the two domesticated groups. Our preliminary analyses on DMSs among different pig breeds and ASM imply that imprinting was associated with methylation differences. This study systematically demonstrates the genetic and epigenetic patterns of H19 during pig domestication and provide valuable cues and basis for further research on the function of H19 in pig domestication.


Subject(s)
Epigenesis, Genetic , Evolution, Molecular , RNA, Long Noncoding/genetics , Sus scrofa/genetics , Animals , Animals, Domestic/genetics , Base Sequence , Breeding , DNA Methylation , Female , Genotype , Male , Phylogeny , Selection, Genetic , Sequence Analysis, RNA , Species Specificity
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