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1.
NPJ Digit Med ; 6(1): 192, 2023 Oct 16.
Article in English | MEDLINE | ID: mdl-37845275

ABSTRACT

Image quality variation is a prominent cause of performance degradation for intelligent disease diagnostic models in clinical applications. Image quality issues are particularly prominent in infantile fundus photography due to poor patient cooperation, which poses a high risk of misdiagnosis. Here, we developed a deep learning-based image quality assessment and enhancement system (DeepQuality) for infantile fundus images to improve infant retinopathy screening. DeepQuality can accurately detect various quality defects concerning integrity, illumination, and clarity with area under the curve (AUC) values ranging from 0.933 to 0.995. It can also comprehensively score the overall quality of each fundus photograph. By analyzing 2,015,758 infantile fundus photographs from real-world settings using DeepQuality, we found that 58.3% of them had varying degrees of quality defects, and large variations were observed among different regions and categories of hospitals. Additionally, DeepQuality provides quality enhancement based on the results of quality assessment. After quality enhancement, the performance of retinopathy of prematurity (ROP) diagnosis of clinicians was significantly improved. Moreover, the integration of DeepQuality and AI diagnostic models can effectively improve the model performance for detecting ROP. This study may be an important reference for the future development of other image-based intelligent disease screening systems.

2.
Article in English | MEDLINE | ID: mdl-36497821

ABSTRACT

Aerobic granular sludge (AGS) is a promising technology for wastewater treatment. AGS formation belongs to microbial self-aggregation. Investigation of the formation and stability of AGS is widely paid attention to, in particular the structure stability of large size granules. Two types of AGS were developed in two sequencing batch reactors fed by two different wastewaters, respectively. Through confocal laser scanning microscope (CLSM) and scanning electron microscopy (SEM), the structure and composition of granules were analyzed. Filamentous bacteria were observed in granules from synthetic wastewater reactor, while filamentous bacteria and stalked ciliates (Epistylis sp.) were simultaneously found in granules from domestic wastewater reactor. The analytic results show that filamentous bacteria and stalked ciliates acting as skeletons play important roles in the formation and stability of granules. With the bonding of extracellular polymeric substances (EPS), the filamentous bacteria and stalked ciliates could build bridges and frames to promote the aggregation of bacteria; these microorganisms could create a space grid structure around the surface layer of granules to enhance the strength of granules, and the remnants of the stalks could serve as supports to fix the steadiness of granules.


Subject(s)
Sewage , Wastewater , Sewage/chemistry , Waste Disposal, Fluid/methods , Bioreactors/microbiology , Aerobiosis , Bacteria
3.
Front Immunol ; 13: 848577, 2022.
Article in English | MEDLINE | ID: mdl-35990644

ABSTRACT

The E protein transcription factors E2A and HEB are critical for many developmental processes, including T cell development. We have shown that the Tcf12 locus gives rise to two distinct HEB proteins, with alternative (HEBAlt) and canonical (HEBCan) N-terminal domains, which are co-expressed during early T cell development. While the functional domains of HEBCan have been well studied, the nature of the HEBAlt-specific (Alt) domain has been obscure. Here we provide compelling evidence that the Alt domain provides a site for the molecular integration of cytokine signaling and E protein activity. Our results indicate that phosphorylation of a unique YYY motif in the Alt domain increases HEBAlt activity by 10-fold, and that this increase is dependent on Janus kinase activity. To enable in vivo studies of HEBAlt in the T cell context, we generated ALT-Tg mice, which can be induced to express a HA-tagged HEBAlt coding cassette in the presence of Cre recombinases. Analysis of ALT-Tg mice on the Vav-iCre background revealed a minor change in the ratio of ISP cells to CD8+ SP cells, and a mild shift in the ratio of T cells to B cells in the spleen, but otherwise the thymus, spleen, and bone marrow lymphocyte subsets were comparable at steady state. However, kinetic analysis of T cell development in OP9-DL4 co-cultures revealed a delay in early T cell development and a partial block at the DN to DP transition when HEBAlt levels or activity were increased. We also observed that HEBCan and HEBAlt displayed significant differences in protein stability that were resolved in the thymocyte context. Finally, a proteomic screen identified STAT1 and Xpo1 as potential members of HEBAlt-containing complexes in thymocytes, consistent with JAK-induced activation of HEBAlt accompanied by translocation to the nucleus. Thus, our results show that the Alt domain confers access to multiple layers of post-translational control to HEBAlt that are not available to HEBCan, and thus may serve as a rheostat to tune E protein activity levels as cells move through different thymic signaling environments during T cell development.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors , Cell Differentiation , T-Lymphocytes , Animals , Basic Helix-Loop-Helix Transcription Factors/immunology , Cell Differentiation/immunology , Kinetics , Mice , Proteomics , T-Lymphocytes/immunology , Transcription Factors/immunology
4.
Cell Death Dis ; 12(4): 336, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33795653

ABSTRACT

The tumor necrosis factor (TNF) receptor superfamily member 11a (TNFRSF11a, also known as RANK) was demonstrated to play an important role in tumor metastasis. However, the specific function of RANK in colorectal cancer (CRC) metastasis and the underlying mechanism are unknown. In this study, we found that RANK expression was markedly upregulated in CRC tissues compared with that in matched noncancerous tissues. Increased RANK expression correlated positively with metastasis, higher TNM stage, and worse prognosis in patients with CRC. Overexpression of RANK promoted CRC cell metastasis in vitro and in vivo, while knockdown of RANK decreased cell migration and invasion. Mechanistically, RANK overexpression significantly upregulated the expression of tartrate-resistant acid phosphatase 5 (TRAP/ACP5) in CRC cells. Silencing of ACP5 in RANK-overexpressing CRC cells attenuated RANK-induced migration and invasion, whereas overexpression of ACP5 increased the migration and invasion of RANK-silencing cells. The ACP5 expression was transcriptionally regulated by calcineurin/nuclear factor of activated T cells c1 (NFATC1) axis. The inhibition of calcineurin/NFATC1 significantly decreased ACP5 expression, and attenuated RANK-induced cell migration and invasion. Furthermore, RANK induced phospholipase C-gamma (PLCγ)-mediated inositol-1,4,5-trisphosphate receptor (IP3R) axis and stromal interaction molecule 1 (STIM1) to evoke calcium (Ca2+) oscillation. The RANK-mediated intracellular Ca2+ mobilization stimulated calcineurin to dephosphorylate NFATC1 and induce NFATC1 nuclear translocation. Both blockage of PLCγ-IP3R axis and STIM1 rescued RANK-induced NFATC1 nuclear translocation, ACP5 expression, and cell metastasis. Our study revealed the functional expression of RANK in human CRC cells and demonstrated that RANK induced the Ca2+-calcineurin/NFATC1-ACP5 axis in the regulation of CRC metastasis, that might be amenable to therapeutic targeting.


Subject(s)
Cell Movement/physiology , Colorectal Neoplasms/metabolism , NFATC Transcription Factors/metabolism , Receptor Activator of Nuclear Factor-kappa B/metabolism , Tartrate-Resistant Acid Phosphatase/metabolism , Calcineurin/metabolism , Calcium/metabolism , Cell Line, Tumor , Cell Proliferation/physiology , Colorectal Neoplasms/pathology , Humans , Male , Signal Transduction/physiology
5.
Ann Transl Med ; 9(2): 142, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33569444

ABSTRACT

BACKGROUND: The aim of this study was to determine the effects of different therapies on patients with cervical cancer (CC) with intermediate risk factors. METHODS: Clinicopathological data of 596 patients diagnosed with stage I-IIA CC at the Obstetrics and Gynecology Hospital of Fudan University between January 2013 and November 2015 were retrospectively reviewed. Of the patients, 500 patients received adjuvant therapy including chemotherapy (CT), radiotherapy (RT), and sequential chemotherapy and radiotherapy (CT + RT). Patients who displayed at least one intermediate risk factor number were screened. RESULTS: The median follow-up was 62 months. The 5-year progression-free survival (PFS) and overall survival (OS) of the entire cohort were 90.4% and 90.9%, respectively. Univariate analysis showed that tumor stage, tumor size, pathological type, lymphovascular space invasion, and numbers of medium risk factors were not risk factors for early-stage CC. Compared with the control group, patients who received CT, RT, or CT + RT showed improved PFS and OS (P<0.05). The RT group had lower PFS and OS than the CT and CT + RT groups (P<0.05). Among the 318 patients with a single intermediate risk factor, 297 patients received CT, RT, and CT + RT benefit from adjuvant therapy (P<0.05). Of the 253 patients with high-risk factors, 220 patients received CT, RT and CT + RT get improved PFS and OS (P<0.05). CONCLUSIONS: Patients who received adjuvant therapy had better postoperative outcomes than those who did not receive adjuvant therapy. Patients had CT alone or CT combined with RT had better efficacy than those had RT alone.

6.
Front Cardiovasc Med ; 8: 724592, 2021.
Article in English | MEDLINE | ID: mdl-34977164

ABSTRACT

Vascular smooth muscle cell (VSMC) senescence is a major driver of neointimal formation. We have demonstrated that circ-Sirt1 derived from the SIRT1 gene suppressed VSMC inflammation and neointimal formation. However, the effect of circ-Sirt1 inhibiting inflammation on VSMC senescence during neointimal hyperplasia remains to be elucidated. Here, we showed that circ-Sirt1 was highly expressed in young and healthy arteries, which was decreased in aged arteries and neointima of humans and mice. Overexpression of circ-Sirt1 delayed Ang II-induced VSMC senescence in vitro and ameliorated neointimal hyperplasia in vivo. Mechanically, circ-Sirt1 inhibited p53 activity at the levels of transcription and post-translation modulation. In detail, circ-Sirt1, on the one hand, interacted with and held p53 to block its nuclear translocation, and on the other hand, promoted SIRT1-mediated p53 deacetylation and inactivation. In conclusion, our data suggest that circ-Sirt1 is a novel p53 repressor in response senescence-inducing stimuli, and targeting circ-Sirt1 may be a promising approach to ameliorating aging-related vascular disease.

7.
Cancer Biol Ther ; 22(10-12): v-xiii, 2021 12 02.
Article in English | MEDLINE | ID: mdl-32660328

ABSTRACT

Statement of RetractionArticle title: DGUOK-AS1 promotes the proliferation cervical cancer through regulating miR-653-5p/EMSYAuthors: Yan A, Chen G, and Nie, J.Journal: Cancer Biology & TherapyDOI: https://doi.org/10.1080/15384047.2020.1775445In the version of DGUOK-AS1 promotes the proliferation cervical cancer through regulating miR-653-5p/EMSY by Anqi Yan, Guanhao Chen and Jichan Nie published online July 13, 2020, the authors noted inconsistencies within Figures 1F, 2B, 2L, and 4E. Upon investigation, it was determined that the images are unable to support the findings of the manuscript and the article should subsequently be retracted.The Authors apologise for any inconvenience caused.

8.
9.
Sci Rep ; 10(1): 3418, 2020 02 25.
Article in English | MEDLINE | ID: mdl-32099025

ABSTRACT

The Insulin/IGF-1 signalling (IIS) pathway plays an essential role in the regulation of glucose and lipid homeostasis. At the same time, a reduction in the IIS pathway activity can extend lifespan and healthspan in various model organisms. Amongst a number of body organs that sense and respond to insulin/IGF-1, the adipose tissue has a central role in both the metabolic and lifespan effects of IIS at the organismal level. Genetic inactivation of IIS components specifically in the adipose tissue has been shown before to improve metabolic profile and extend lifespan in various model organisms. We sought to identify conserved molecular mechanisms that may underlie the beneficial effects of IIS inhibition in the adipose tissue, specifically at the level of phosphoinositide 3-kinase (PI3K), a key IIS effector molecule. To this end, we inactivated PI3K by genetic means in the fly fat body and by pharmacological inhibition in mammalian adipocytes. Gene expression studies revealed changes to metabolism and upregulation of mitochondrial activity in mouse adipocytes and fly fat bodies with downregulated PI3K, which were confirmed by biochemical assays in mammalian adipocytes. These data suggest that PI3K inactivation has a conserved effect of upregulating mitochondrial metabolism in both fly and mammalian adipose tissue, which likely contributes to the health- and life-span extending effect of IIS pathway downregulation.


Subject(s)
Adipose Tissue/metabolism , Drosophila Proteins/metabolism , Insulin/metabolism , Lipid Metabolism , Mitochondria/metabolism , Phosphatidylinositol 3-Kinases/metabolism , 3T3-L1 Cells , Animals , Drosophila Proteins/genetics , Drosophila melanogaster , Insulin/genetics , Mice , Mitochondria/genetics , Phosphatidylinositol 3-Kinases/genetics
10.
Cancer Lett ; 469: 287-300, 2020 01 28.
Article in English | MEDLINE | ID: mdl-31705928

ABSTRACT

Cervical cancer remains the first leading cause of cancer-related mortality among female reproductive system malignancies worldwide, and invasion and lymph node metastasis of cervical cancer represent the major reason for its poor prognosis. In this study, we found that RACK1 facilitated tumor cell invasion and lymphatic tube formation in vitro, as well as promoted lymphangiogenesis and lymph node metastasis in vivo in a galectin-1-dependent manner. Mechanism studies revealed that RACK1 promoted the expression and secretion of galectin-1 by reducing miR-1275 levels. Additionally, RACK1 also augmented galectin-1-induced downstream MEK/ERK, FAK, and AKT signaling via integrin-ß1 in cervical cancer cells. Tissue microarray confirmed that RACK1 was upregulated in squamous intraepithelial lesion and cancer, and RACK1 was positively correlated with invasion/metastasis phenotype, galectin-1 expression, and unfavorable prognosis in cervical cancer cases. Human papillomavirus E6 oncogene contributes to increased expression of RACK1 via the enhancement of its O-GlcNAcylation and protein stability. Together, our results demonstrate that RACK1 stimulates tumor invasion and lymph node metastasis of cervical cancer via galectin-1 and imply that targeting RACK1/galectin-1 axis provides promising means for cervical cancer treatment.


Subject(s)
Carcinoma, Squamous Cell/genetics , Galectin 1/genetics , Lymphatic Metastasis/genetics , Neoplasm Proteins/genetics , Receptors for Activated C Kinase/genetics , Uterine Cervical Neoplasms/genetics , Adult , Aged , Carcinoma, Squamous Cell/pathology , Cell Line, Tumor , Cell Movement/genetics , Female , Humans , Lymph Nodes/metabolism , Lymph Nodes/pathology , Lymphangiogenesis/genetics , Lymphatic Metastasis/pathology , Middle Aged , Neoplasm Invasiveness/genetics , Neoplasm Invasiveness/pathology , Prognosis , Signal Transduction/genetics , Uterine Cervical Neoplasms/pathology
11.
Nat Commun ; 10(1): 1546, 2019 04 04.
Article in English | MEDLINE | ID: mdl-30948720

ABSTRACT

The insulin/IGF-1 signalling pathway is a key regulator of metabolism and the rate of ageing. We previously documented that systemic inactivation of phosphoinositide 3-kinase (PI3K) p110α, the principal PI3K isoform that positively regulates insulin signalling, results in a beneficial metabolic effect in aged mice. Here we demonstrate that deletion of p110α specifically in the adipose tissue leads to less fat accumulation over a significant part of adult life and allows the maintenance of normal glucose tolerance despite insulin resistance. This effect of p110α inactivation is due to a potentiating effect on ß-adrenergic signalling, which leads to increased catecholamine-induced energy expenditure in the adipose tissue. Our findings provide a paradigm of how partial inactivation of an essential component of the insulin signalling pathway can have an overall beneficial metabolic effect and suggest that PI3K inhibition could potentiate the effect of ß-adrenergic agonists in the treatment of obesity and its associated comorbidities.


Subject(s)
Adipose Tissue/metabolism , Class I Phosphatidylinositol 3-Kinases/physiology , Age Factors , Animals , Class I Phosphatidylinositol 3-Kinases/genetics , Class I Phosphatidylinositol 3-Kinases/metabolism , Insulin Resistance/genetics , Mice, Transgenic , Obesity/metabolism , Signal Transduction
12.
Int J Gynecol Cancer ; 27(9): 1990-1999, 2017 11.
Article in English | MEDLINE | ID: mdl-28858908

ABSTRACT

OBJECTIVE: The aim of this study was to compare the surgical outcomes of robotic-assisted radical hysterectomy (RRH) with traditional laparoscopic radical hysterectomy (TLRH) for the treatment of early-stage cervical cancer in a large retrospective cohort of a total of 933 patients. METHODS: We have enrolled 100 patients into the RRH and 833 patients into the TLRH group. The surgical outcomes include operating time, blood loss, transfusion rate, pelvic lymph node yield, hospitalization days, duration of bowel function recovery, catheter removal before and after 3 weeks, conversion to laparotomy, and intraoperative and postoperative complications. Follow-up results were also analyzed for all patients. RESULTS: Both groups have similar patient and tumor characteristics but patients with a larger lesion size were preferably enrolled in the TLRH treatment group. The treatment with RRH was generally superior to TLRH with respect to operating time, blood loss, length of hospitalization, duration of bowel function recovery, and postoperative complications. On follow-up of patients, there were no relapses reported in the RRH group compared with 4% of relapse cases and 2.9% of deaths because of metastasis in the TLRH group. No conversion of laparotomy occurred in the RRH group. No significant difference was found with respect to intraoperative complications and blood transfusion between both groups. CONCLUSIONS: The results from this study suggest that RRH is superior to TLRH with regard to surgical outcome and may pose a safe and feasible alternative to TLRH. The operating time and lymph node yield is acceptable. Our study is one of the largest single-center studies of surgical outcomes comparing RRH with TLRH during cervical cancer treatment and will significantly contribute to the safety of alternative treatment options for patients. Furthermore, the difference detected between TLRH and RRH group is further strengthened by the great expertise of the surgeon performing laparoscopic surgeries.


Subject(s)
Hysterectomy/methods , Uterine Cervical Neoplasms/surgery , Female , Humans , Hysterectomy/adverse effects , Laparoscopy/adverse effects , Laparoscopy/methods , Middle Aged , Postoperative Complications/etiology , Retrospective Studies , Robotic Surgical Procedures/adverse effects , Robotic Surgical Procedures/methods , Treatment Outcome
13.
Int J Clin Exp Med ; 8(2): 2993-7, 2015.
Article in English | MEDLINE | ID: mdl-25932270

ABSTRACT

Placental site trophoblastic tumor (PSTT) is a rare type of gestational trophoblastic neoplasia (GTN). It is rising from the abnormal proliferation of intermediate trophoblastic cells with occasional multinuclear giant cells, with the potential for local invasion and metastasis. For its untypical and changeable clinical characteristics, the diagnosis and management are still poorly understood. Here we documented a case of PSTT with vaginal lesion as her unique presentation. After surgery and adjuvant chemotherapy, the patient was cured.

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