ABSTRACT
The senescence-associated protein p16INK4A acts as a limiter element in cell-cycle progression. The loss of p16INK4A function is causally related to cellular immortalization. The increase in p16INK4A levels with advancing age was demonstrated in melanocytes. However, the characteristic difference between young and senescent melanocytes affecting immortalization of melanocytes remains unclear. In this study, we generated 10 different cell lines in total from newborn (NB) and adult (AD) primary normal human epidermal melanocytes (NHEM) using four different methods, transduction of CDK4R24C and cyclin D1 (K4D), K4D with TERT (K4DT), SV40 T-antigen (SV40T), and HPV16 E6 and E7 (E6/E7) and performed whole transcriptome sequencing analysis (RNA-Seq) to elucidate the differences of genome-wide expression profiles among cell lines. The analysis data revealed distinct differences in expression pattern between cell lines from NB and AD although no distinct biological differences were detected in analyses such as comparison of cell morphology, evaluation of cell proliferation, and cell cycle profiles. This study may provide useful in vitro models to benefit the understanding of skin-related diseases.
Subject(s)
Cell Proliferation , Epidermis , Gene Expression Profiling , Melanocytes , Humans , Melanocytes/metabolism , Melanocytes/cytology , Infant, Newborn , Epidermis/metabolism , Adult , Transcriptome , Epidermal Cells/metabolism , Epidermal Cells/cytology , Cell Cycle/genetics , Cell Line , Cells, Cultured , Cyclin-Dependent Kinase 4/metabolism , Cyclin-Dependent Kinase 4/genetics , Cellular Senescence/geneticsABSTRACT
INTRODUCTION: We investigated the hemostatic effect and safety of a hemostatic peptide solution for the treatment of gastrointestinal bleeding requiring emergency endoscopy. METHODS: We retrospectively examined the patient backgrounds, hemostatic results, and procedural safety in patients who were treated with a hemostatic peptide solution for hemostasis during emergency endoscopies for gastrointestinal bleeding. All hemostatic procedures were performed by nonexpert physicians with less than 10 years of endoscopic experience. All of the cases were treated at a single institution over the months from January 2022 to January 2023. RESULTS: Twenty-six consecutive patients (17 males and 9 females) with a median age of 74 (45-95) years were included. Their conditions requiring emergency endoscopy were melena in 8 patients, hematochezia in 2, hematemesis in 8, anemia in 6, and bleeding during esophagogastroduodenoscopy in 2. The sites of bleeding were the esophagus in 3 patients, the stomach in 17, the duodenum in 3, the small intestine in 2, and the colon in 1. Hemostasis was obtained with another hemostasis device used in conjunction with the hemostatic peptide solution in 13 cases and with the hemostatic peptide solution alone in 13 cases. The hemostasis success rate was 100%, with no complications. Rebleeding occurred within 1 week in 4 cases. CONCLUSION: Hemostasis with the hemostatic peptide solution was safe and provided a temporary high hemostatic effect in emergency gastrointestinal endoscopy.
Subject(s)
Hemostasis, Endoscopic , Hemostatics , Male , Female , Humans , Aged , Aged, 80 and over , Hemostasis, Endoscopic/adverse effects , Hemostasis, Endoscopic/methods , Hemostatics/therapeutic use , Retrospective Studies , Gastrointestinal Hemorrhage/therapy , Gastrointestinal Hemorrhage/etiology , Treatment Outcome , Endoscopy, Gastrointestinal/adverse effects , HemostasisABSTRACT
Although angiotensin-converting enzyme inhibitors (ACEis) and angiotensin II receptor blockers (ARBs) play critical roles in the treatment of heart failure with reduced or mildly reduced ejection fraction (HFrEF/HFmrEF; left-ventricular ejection fraction ≤ 50%), the ideal timing for initiation in patients with acute heart failure (AHF) is unclear. We sought to clarify the timing and safety of ACEi/ARB prescription relative to hemodynamic stabilization (pre or post) in patients hospitalized with acute HFrEF/HFmrEF. This was a retrospective, observational analysis of electronic data of patients hospitalized for AHF at 17 Japanese hospitals. Among 9107 patients hospitalized with AHF, 2648 had HFrEF/HFmrEF, and 83.0% met the hemodynamic stabilization criteria within 10 days of admission. During hospitalization, 63.5% of patients with HFrEF/HFmrEF were prescribed an ACEi/ARB, 79.4% of which were prescribed pre-stabilization. In a multivariable analysis, patients treated with an ACEi/ARB pre-stabilization were more likely to have comorbid hypertension, diabetes mellitus, or ischemic heart disease. ACEi/ARB prescription timing was not associated with adverse events, including hypotension and renal impairment, and early prescription was associated with a lower incidence of subsequent worsening of HF. In clinical practice, more hospitalized patients with AHF received an ACEi/ARB before compared with after hemodynamic stabilization, and no safety concerns were observed. Moreover, early prescription may be associated with a lower incidence of worsening HF.
Subject(s)
Angiotensin-Converting Enzyme Inhibitors , Heart Failure , Humans , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Retrospective Studies , Angiotensin Receptor Antagonists/therapeutic use , Stroke Volume , Ventricular Function, LeftABSTRACT
Psoriasis is a persistent inflammatory skin disease thought to arise as a result of the infiltration of inflammatory cells and activation of keratinocytes. Recent advances in basic research and clinical experience revealed that the interleukin (IL)-23/IL-17 axis has been identified as a major immune pathway in psoriasis. However, it remains unclear how keratinocyte factors contribute to the pathology of psoriasis. Keratinocyte proline-rich protein (KPRP) is a proline-rich insoluble protein, which is present in the epidermis and is likely to be involved in the skin barrier function. Here, to investigate the potential roles of KPRP in psoriatic skin inflammation, Kprp-modified mice were applied in the imiquimod (IMQ)-induced skin inflammation model, which develops psoriasis-like epidermal hyperplasia and cutaneous inflammation features. Then, heterozygous knockout (Kprp+/- ) but not homozygous knockout (Kprp-/- ) mice displayed attenuated skin erythema compared to control wild-type mice. In addition, RNA sequencing, quantitative PCR and/or histological analysis detected changes in the expression of several molecules related to psoriatic inflammation or keratinocyte differentiation in Kprp+/- mice, but not Kprp-/- mice. Further analysis exhibited reduced IL-17-producing γδlow T cells and amplified epidermal hyperplasia in Kprp+/- mice, which were implied to be related to decreased expression of ß-defensins and increased expression of LPAR1 (Lysophosphatidic acid receptor 1), respectively. Thus, our results imply that KPRP has the potential as a therapeutic target in psoriatic skin inflammation.
Subject(s)
Dermatitis , Psoriasis , Mice , Animals , Imiquimod , Interleukin-17/metabolism , Hyperplasia/pathology , Epidermis/metabolism , Dermatitis/metabolism , Keratinocytes/metabolism , Psoriasis/drug therapy , Inflammation/metabolism , Disease Models, Animal , Skin/metabolismABSTRACT
CD99 is a glycoprotein primarily expressed in immune cells. Physiologically, it is involved in the adhesion, migration, and development of immune cells. The presence of CD99 in the skin was first reported in 2016 and its function is yet to be determined. In this study, we aimed to understand the role of CD99 in the skin using normal human epidermal keratinocytes (NHEK). CD99 expression increased with the confluency of NHEK, while the CD99-high expressing NHEK lost their stem cell properties and played a role in barrier function. We characterized CD99-expressing NHEK as cells committed to early differentiation because they expressed early differentiation markers. However, the deficiency of CD99 in NHEK disrupted homeostasis and caused aberrant differentiation, as evidenced by larger cells with lesser Ki67 staining and higher expression of terminal differentiation markers. Hence, we propose that CD99 is involved in maintaining homeostasis and initiating early differentiation in the skin.
Subject(s)
12E7 Antigen , Epidermis , Keratinocytes , 12E7 Antigen/metabolism , Antigens, Differentiation/metabolism , Cell Differentiation , Cells, Cultured , Homeostasis , Humans , Keratinocytes/metabolismABSTRACT
OBJECTIVE: PALLADIUM and IRIDIUM studies demonstrated efficacy and safety of indacaterol/mometasone (IND/MF) versus salmeterol/fluticasone (SAL/FLU). This post hoc analysis of pooled data from PALLADIUM and IRIDIUM studies evaluated efficacy and safety of IND/MF versus SAL/FLU in Asian patients with inadequately controlled asthma. METHODS: Both studies were Phase III, 52-week, randomized, double-blind, active-controlled that included patients with predicted pre-bronchodilator FEV1 (PALLADIUM, ≥50%-<85%; IRIDIUM, <80%), ACQ-7 score ≥1.5. Patients treated with IND/MF high- (150/320 µg) or medium-dose (150/160 µg) or SAL/FLU high-dose (50/500 µg) were included. Lung function, asthma control, and asthma exacerbations were evaluated. RESULTS: In total, 323 patients (IND/MF high-dose, n = 107; IND/MF medium-dose, n = 106, SAL/FLU high-dose, n = 110) were included. IND/MF high-dose showed improvement in trough FEV1 versus SAL/FLU high-dose at Weeks 26 (Δ, 42 mL; 95% CI, -35 to 120 mL), and 52 (Δ, 41 mL; 95% CI, -37 to 120 mL). IND/MF high-dose exhibited numerically greater improvement in ACQ-7 score versus SAL/FLU high-dose at Weeks 26 (Δ, -0.215; 95% CI, -0.385 to -0.044) and 52 (Δ, -0.176; 95% CI, -0.348 to -0.005). Improvements in trough FEV1 and ACQ-7 score were comparable between IND/MF medium-dose and SAL/FLU high-dose. IND/MF high- and medium-dose showed reductions in moderate or severe (45%; 30%), severe (39%; 41%), and all (9%; 25%) exacerbations, respectively, versus SAL/FLU high-dose over 52 weeks. All treatments were well tolerated. CONCLUSIONS: Once-daily, single-inhaler IND/MF high-dose improved lung function with better asthma control, reduced asthma exacerbations with comparable safety versus twice-daily SAL/FLU high-dose. IND/MF medium-dose showed comparable outcomes to SAL/FLU high-dose at a reduced steroid dose.
Subject(s)
Asthma , Palladium , Administration, Inhalation , Bronchodilator Agents , Double-Blind Method , Drug Combinations , Fluticasone-Salmeterol Drug Combination , Forced Expiratory Volume , Humans , Indans , Iridium/pharmacology , Iridium/therapeutic use , Mometasone Furoate/therapeutic use , Nebulizers and Vaporizers , Palladium/pharmacology , Palladium/therapeutic use , Quinolones , Treatment OutcomeSubject(s)
Biomarkers , Lentigo , MicroRNAs , Female , Humans , Male , Middle Aged , Lentigo/genetics , MicroRNAs/geneticsABSTRACT
Poly(ADP-ribose) polymerases (PARPs) use nicotinamide adenine dinucleotide (NAD+) as a co-substrate to transfer ADP-ribose when it releases nicotinamide as the metabolized product. Enzymes of the PARP family play key roles in detecting and repairing DNA, modifying chromatin, regulating transcription, controlling energy metabolism, and inducing cell death. PARP14, the original member of the PARP family, has been reported to be associated with the development of inflammatory diseases and various cancer types, making it a potential therapeutic target. In this study, we purified the macrodomain-containing PARP14 enzyme and established an assay for detecting the auto-ribosylation activity of PARP14 using RapidFire high-throughput mass spectrometry and immunoradiometric assay using [3H]NAD+. Subsequently, we performed high-throughput screening using the assays and identified small-molecule hit compounds, which showed NAD+-competitive and PARP14-selective inhibitory activities. Co-crystal structures of PARP14 with certain hit compounds revealed that the inhibitors bind to the NAD+-binding site. Finally, we confirmed that the hit compounds interacted with intracellular PARP14 by a cell-based protein stabilization assay. Thus, we successfully identified primary candidate compounds for further investigation.
Subject(s)
Enzyme Inhibitors/chemistry , Poly(ADP-ribose) Polymerases/chemistry , Small Molecule Libraries/chemistry , Amino Acid Motifs , Binding Sites , Cloning, Molecular , Crystallography, X-Ray , Escherichia coli/genetics , Escherichia coli/metabolism , Gene Expression , High-Throughput Screening Assays , Humans , Kinetics , Models, Molecular , Poly(ADP-ribose) Polymerases/genetics , Protein Binding , Protein Domains , Protein Structure, Secondary , Radioimmunoassay , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , ThermodynamicsABSTRACT
Background/Aims: The efficacy of endoscopic submucosal dissection (ESD) for early-stage gastric cancer is well established. However, its acquisition is challenging owing to its complexity. In Japan, G-Master is a novel ex vivo gastric ESD training model. The effectiveness of training using G-Master is unknown. This study evaluated the efficacy of gastric ESD training using the G-Master to evaluate trainees' learning curves and performance. Methods: Four trainees completed 30 ESD training sessions using the G-Master, and procedure time, resection area, resection completion, en-bloc resection requirement, and perforation occurrence were measured. Resection speed was the primary endpoint, and learning curves were evaluated using the Cumulative Sum (CUSUM) method. Results: All trainees completed the resection and en-bloc resection of the lesion without any intraoperative perforations. The learning curves covered three phases: initial growth, plateau, and late growth. The transition from phase 1 to phase 2 required a median of 10 sessions. Each trainee completed 30 training sessions in approximately 4 months. Conclusions: Gastric ESD training using the G-Master is a simple, fast, and effective method for pre-ESD training in clinical practice. It is recommended that at least 10 training sessions be conducted.
ABSTRACT
Dry eye syndrome (DES) is a chronic ocular disease that induces epithelial damage to the cornea by decreasing tear production and quality. Adequate treatment options have not been established for severe DES such as Sjogren's syndrome due to complicated pathological conditions. To solve this problem, we focused on the conditioned medium of human adipose-derived mesenchymal stem cells (hAdMSC-CM), which have multiple therapeutic properties. Here, we showed that hAdMSC-CM suppressed Benzalkonium Chloride (BAC)-induced cytotoxicity and inflammation in human corneal epithelial cells (hCECs). In addition, hAdMSC-CM increased the expression level and regulated the localisation of barrier function-related components, and improved the BAC-induced barrier dysfunction in hCECs. RNA-seq analysis and pharmacological inhibition experiments revealed that the effects of hAdMSC-CM were associated with the TGFß and JAK-STAT signalling pathways. Moreover, in DES model rats with exorbital and intraorbital lacrimal gland excision, ocular instillation of hAdMSC-CM suppressed corneal epithelial damage by improving barrier dysfunction of the cornea. Thus, we demonstrated that hAdMSC-CM has multiple therapeutic properties associated with TGFß and JAK-STAT signalling pathways, and ocular instillation of hAdMSC-CM may serve as an innovative therapeutic agent for DES by improving corneal barrier function.
Subject(s)
Corneal Injuries , Dry Eye Syndromes , Mesenchymal Stem Cells , Rats , Humans , Animals , Culture Media, Conditioned/pharmacology , Culture Media, Conditioned/metabolism , Dry Eye Syndromes/drug therapy , Cornea/pathology , Corneal Injuries/pathology , Transforming Growth Factor beta/metabolism , Mesenchymal Stem Cells/metabolismABSTRACT
Allergic contact dermatitis (ACD) and atopic dermatitis (AD) are inflammatory eczematous skin diseases caused by various factors. Here, we report that topical application of the dipeptide, L-glutamic acid-L-tryptophan (L-Glu-L-Trp), improved symptoms in both ACD and AD in mice. Using a mouse model of ACD induced by repeated application of 2,4-dinitorofluorbenzene (DNFB), we demonstrated that L-Glu-L-Trp attenuated DNFB-induced skin thickening. In addition, quantification of cytokines in serum revealed that L-Glu-L-Trp suppressed the DNFB-induced increase in the interleukin (IL)-22 level. Moreover, L-Glu-L-Trp attenuated mite antigen extract-induced AD model symptoms such as the increase of skin thickening and elevation of serum IL-22. We also confirmed that the dipeptide structure rather than the individual amino acid components was important for the therapeutic effects of L-Glu-L-Trp. Furthermore, we showed that IL-22 decreased the expression level of filaggrin mRNA in human epidermal keratinocytes, and L-Glu-L-Trp attenuated that effect. These results suggested that the topical application of the dipeptide, L-Glu-L-Trp, to the skin may be useful for treating ACD and AD.
ABSTRACT
BACKGROUND: Although vitamins or their derivatives (Vits), such as panthenyl ethyl ether, tocopherol acetate, and pyridoxine, have been widely used in topical hair care products, their efficacy and mode of action have been insufficiently studied. OBJECTIVE: To elucidate the biological influence of Vits on hair follicles and determine the underlying mechanisms. METHODS: A mouse vibrissa hair follicle organ culture model was utilized to evaluate the effects of Vits on hair shaft elongation. Gene and protein expression analyses and histological investigations were conducted to elucidate the responsible mechanisms. A human hair follicle cell culture was used to assess the clinical relevance. RESULTS: In organ culture models, the combination of panthenyl ethyl ether, tocopherol acetate, and pyridoxine (namely, PPT) supplementation significantly promoted hair shaft elongation. PPT treatment enhanced hair matrix cell proliferation by 1.9-fold compared to controls, as demonstrated by Ki67-positive immunoreactivity. PPT-treated mouse dermal papillae exhibited upregulated Placental growth factor (Plgf) by 1.6-fold compared to controls. Importantly, the addition of PlGF neutralizing antibodies to the ex vivo culture diminished the promotive effect on hair growth and increase in VEGFR-1 phosphorylation achieved by PPT. A VEGFR-1 inhibitor also inhibited the promotion of hair growth. Microarray analysis suggested synergistic summation of individual Vits' bioactivity, putatively explaining the effect of PPT. Moreover, PPT increased PlGF secretion in cultured human dermal papilla cells. CONCLUSION: Our findings suggested that PPT promoted hair shaft elongation by activating PlGF/VEGFR-1 signalling. The current study can shed light on the previously underrepresented advantage of utilizing Vits in hair care products.
Subject(s)
Hair Preparations , Vascular Endothelial Growth Factor Receptor-1 , Humans , Female , Mice , Animals , Placenta Growth Factor/metabolism , Vascular Endothelial Growth Factor Receptor-1/metabolism , Vascular Endothelial Growth Factor Receptor-1/pharmacology , Vitamins/pharmacology , Vitamins/metabolism , alpha-Tocopherol/pharmacology , Pyridoxine/metabolism , Pyridoxine/pharmacology , Hair , Hair Follicle/metabolism , Cells, Cultured , Vitamin A/pharmacology , Hair Preparations/metabolism , Hair Preparations/pharmacologyABSTRACT
Cholesterol 24-hydroxylase (CH24H or CYP46A1) is a brain-specific cytochrome P450 enzyme that metabolizes cholesterol into 24S-hydroxycholesterol (24HC) for regulating brain cholesterol homeostasis. For the development of a novel and potent CH24H inhibitor, we designed and synthesized 3,4-disubstituted pyridine derivatives using a structure-based drug design approach starting from compounds 1 (soticlestat) and 2 (thioperamide). Optimization of this series by focusing on ligand-lipophilicity efficiency value resulted in the discovery of 4-(4-methyl-1-pyrazolyl)pyridine derivative 17 (IC50 = 8.5 nM) as a potent and highly selective CH24H inhibitor. The X-ray crystal structure of CH24H in complex with compound 17 revealed a unique binding mode. Both blood-brain barrier penetration and reduction of 24HC levels (26% reduction) in the mouse brain were confirmed by oral administration of 17 at 30 mg/kg, indicating that 17 is a promising tool for the novel and selective inhibition of CH24H.
Subject(s)
Anticholesteremic Agents/chemical synthesis , Anticholesteremic Agents/pharmacology , Cholesterol 24-Hydroxylase/antagonists & inhibitors , Enzyme Inhibitors/chemical synthesis , Enzyme Inhibitors/pharmacology , Pyridines/chemical synthesis , Pyridines/pharmacology , Animals , Anticholesteremic Agents/pharmacokinetics , Blood-Brain Barrier/metabolism , Brain/metabolism , Cholesterol/metabolism , Crystallography, X-Ray , Drug Design , Enzyme Inhibitors/pharmacokinetics , Female , Hydroxycholesterols , Lipids/chemistry , Mice , Mice, Inbred C57BL , Structure-Activity RelationshipABSTRACT
BACKGROUND: The biological functions of Hyaluronic acid are related to its molecular weight and binding to its receptor, Toll-like receptor4 (TLR4) or CD44. Recent studies have shown that low-molecular-weight Hyaluronic acid (LMW-HA) exhibits proinflammatory effects, while high-molecular-weight Hyaluronic acid (HMW-HA) functions as an anti-inflammatory factor. UVB-induced epidermal inflammation is mainly mediated by endogenous molecules, such as damage-associated molecular patterns (DAMPs), that cause severe skin damage by activating TLR signaling pathways. OBJECTIVE: Since both LMW- and HMW-HA have inhibitory functions on TLR-mediated macrophage inflammation, HA is assumed to suppress UVB-induced DAMP-mediated inflammation in the skin. In this study, both Ultra- low-molecular-weight Hyaluronic acid (uLMW-HA) and HMW-HA were found to inhibit UVB-induced keratinocyte inflammation. METHODS: HaCaT cells were treated with medium containing Hyaluronic acid at the appropriate concentration after 15 mJ/cm2 irradiation. Secreted protein levels were determined with ELISA kits. Expression levels of proteins downstream of TLR4 were detected by Simple Western system. RESULTS: By competitively binding to TLR4, uLMW-HA downregulated Calprotectin-induced TRAF6 expression, which might be the direct process by which uLMW-HA decreased UVB-induced IL-6 secretion. ReducedãCD44 variant (CD44v) expression in keratinocytes attenuated the inhibitory effect of both uLMW-HA and HMW-HA on UVB-induced inflammation, which indicated the involvement of CD44v in HA-regulated anti-inflammatory activity. CONCLUSION: Overall, this research indicates that Hyaluronic acid is more than a moisturizer; it is also a biologically effective material that can prevent the excessive skin inflammation caused in daily life, especially in the late stages after sunburn.
Subject(s)
Hyaluronic Acid , Toll-Like Receptor 4 , Anti-Inflammatory Agents , Humans , Inflammation , Keratinocytes , Leukocyte L1 Antigen Complex , Molecular WeightABSTRACT
BACKGROUND: Testosterone signaling mediates various diseases, such as androgenetic alopecia and prostate cancer. Testosterone signaling is mediated by the androgen receptor (AR). In this study, we fortuitously found that primary and immortalized dermal papilla cells suppressed AR expression, although dermal papilla cells express AR in vivo. To analyze the AR signaling pathway, we exogenously introduced the AR gene via a retrovirus into immortalized dermal papilla cells and comprehensively compared their expression profiles with and without AR expression. RESULTS: Whole-transcriptome profiling revealed that the focal adhesion pathway was mainly affected by the activation of AR signaling. In particular, we found that caveolin-1 gene expression was downregulated in AR-expressing cells, suggesting that caveolin-1 is controlled by AR. CONCLUSION: Our whole transcriptome data is critical resources for discovery of new therapeutic targets for testosterone-related diseases.
Subject(s)
Caveolin 1 , Receptors, Androgen , Caveolin 1/genetics , Gene Expression Profiling , Humans , Male , Receptors, Androgen/genetics , Testosterone , Testosterone Congeners , Transcriptome/geneticsABSTRACT
Cholesterol 24-hydroxylase (CH24H, CYP46A1) is a cytochrome P450 family enzyme that maintains the homeostasis of brain cholesterol. Soticlestat, a potent and selective CH24H inhibitor, is in development as a therapeutic agent for Dravet syndrome and Lennox-Gastaut syndrome. Herein, we report the discovery of aryl-piperidine derivatives as potent and selective CH24H positron emission tomography (PET) tracers which can be used for dose guidance of a clinical CH24H inhibitor and as a diagnostic tool for CH24H-related pathology. Starting from compound 1 (IC50 = 16 nM, logD = 1.7), which was reported as a CH24H inhibitor with lower lipophilicity, a18F-labeling site (3-fluoroazetidine) was incorporated by structure-based drug design (SBDD) utilizing the co-crystal structure of a compound 1 analog. Subsequent optimization to adjust key parameters for PET tracers, such as potency, lipophilicity, brain penetration, and unbound plasma protein binding, enabled compounds 3f (IC50 = 8.8 nM) and 3g (IC50 = 8.7 nM) as PET imaging candidates. Selectivity of these compounds for CH24H was validated by a brain distribution study using CH24H-WT and KO mice. In non-human primate PET imaging, [18F]3f and [18F]3g showed similar regional uptake in the brain, indicating that these tracers were specific to the CH24H-expressed regions and validated the expression of CH24H in the living brain by different tracers.
Subject(s)
Positron-Emission Tomography , Pyridines , Animals , Brain/diagnostic imaging , Brain/metabolism , Cholesterol 24-Hydroxylase/metabolism , Mice , Piperidines/metabolism , Piperidines/pharmacology , Positron-Emission Tomography/methods , Pyridines/metabolismABSTRACT
Skin image analysis using artificial intelligence (AI) has recently attracted significant research interest, particularly for analyzing skin images captured by mobile devices. Acne is one of the most common skin conditions with profound effects in severe cases. In this study, we developed an AI system called AcneDet for automatic acne object detection and acne severity grading using facial images captured by smartphones. AcneDet includes two models for two tasks: (1) a Faster R-CNN-based deep learning model for the detection of acne lesion objects of four types, including blackheads/whiteheads, papules/pustules, nodules/cysts, and acne scars; and (2) a LightGBM machine learning model for grading acne severity using the Investigator's Global Assessment (IGA) scale. The output of the Faster R-CNN model, i.e., the counts of each acne type, were used as input for the LightGBM model for acne severity grading. A dataset consisting of 1572 labeled facial images captured by both iOS and Android smartphones was used for training. The results show that the Faster R-CNN model achieves a mAP of 0.54 for acne object detection. The mean accuracy of acne severity grading by the LightGBM model is 0.85. With this study, we hope to contribute to the development of artificial intelligent systems to help acne patients better understand their conditions and support doctors in acne diagnosis.
ABSTRACT
BACKGROUND AND OBJECTIVE: The 52-week IRIDIUM study demonstrated the efficacy of indacaterol acetate/glycopyrronium bromide/mometasone furoate (IND/GLY/MF) versus IND/MF and salmeterol xinafoate/fluticasone propionate (SAL/FLU) in patients with symptomatic asthma, despite long-acting ß2-agonist/inhaled corticosteroids (LABA/ICS) medium-dose or high-dose, predicted forced expiratory volume in 1 s (FEV1) <80% and at least one exacerbation in the previous year. Here, we present data from a post hoc analysis of the IRIDIUM study in the Asian subpopulation. METHODS: This post hoc analysis evaluated improvements in lung function, asthma control and reduction in asthma exacerbations with IND/GLY/MF medium- (150/50/80 µg) and high-dose (150/50/160 µg) versus IND/MF medium- (150/160 µg) and high-dose (150/320 µg), all one time per day and SAL/FLU high-dose (50/500 µg) two times per day, in Asian patients from the IRIDIUM study. RESULTS: In total, 258 patients (IND/GLY/MF medium-dose, 52; IND/GLY/MF high-dose, 52; IND/MF medium-dose, 51; IND/MF high-dose, 51; SAL/FLU high-dose, 52) were included. IND/GLY/MF medium- and high-dose showed greater improvement in trough FEV1 at week 26 versus respective doses of IND/MF (Δ, 100 mL and 101 mL; both p<0.05, respectively), and SAL/FLU high-dose (Δ, 125 mL; p=0.0189, and 136 mL; p=0.0118, respectively), which were maintained over 52 weeks. Both doses of IND/GLY/MF showed greater improvement in morning and evening peak expiratory flow versus respective doses of IND/MF and SAL/FLU high-dose at week 52. The changes in Asthma Control Questionnaire-7 scores from baseline were comparable in all treatment groups. IND/GLY/MF medium- and high-dose showed greater reductions in severe (34%, 69%), moderate or severe (18%, 54%) and all exacerbations (21%, 34%) compared with SAL/FLU high-dose over 52 weeks. CONCLUSION: One time per day, single-inhaler IND/GLY/MF improved lung function, reduced asthma exacerbations and provided comparable asthma control versus IND/MF and SAL/FLU in Asian patients with inadequately controlled asthma despite LABA/ICS. The results of this analysis were consistent with the overall population in the IRIDIUM study.
Subject(s)
Asthma , Glycopyrrolate , Asthma/drug therapy , Drug Combinations , Humans , Indans , Iridium , Mometasone Furoate , Nebulizers and Vaporizers , QuinolonesABSTRACT
The immortalized cell is an essential research tool that uses robust growth properties for the functional investigation of gene products. Immortalized mammalian cells have mainly been established using three methods: expression of simian vacuolating virus 40 T antigen (the SV40 method); human papilloma virus-derived oncoprotein E6/E7 (the E6/E7 method); or combinatorial expression of R24C mutant cyclin-dependent kinase 4, cyclin D1, and telomerase reverse transcriptase (the K4DT method). However, it is unclear as to which method is optimal for an in vitro model. Here, we compared the biological characteristics and genome-wide expression profiles of immortalized human dermal papilla cells generated by the SV40, E6/E7, or K4DT method. To our knowledge, this is the first study to comprehensively compare expression profiles to determine the optimal immortalization method for maintaining the original nature of the wild-type cells. These data would be valuable to scientists aiming to establish new immortalized cell lines.