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BACKGROUND@#Lung cancer is the cancer with the highest mortality at home and abroad at present. The detection of lung nodules is a key step to reducing the mortality of lung cancer. Artificial intelligence-assisted diagnosis system presents as the state of the art in the area of nodule detection, differentiation between benign and malignant and diagnosis of invasive subtypes, however, a validation with clinical data is necessary for further application. Therefore, the aim of this study is to evaluate the effectiveness of artificial intelligence-assisted diagnosis system in predicting the invasive subtypes of early‑stage lung adenocarcinoma appearing as pulmonary nodules.@*METHODS@#Clinical data of 223 patients with early-stage lung adenocarcinoma appearing as pulmonary nodules admitted to the Lanzhou University Second Hospital from January 1st, 2016 to December 31th, 2021 were retrospectively analyzed, which were divided into invasive adenocarcinoma group (n=170) and non-invasive adenocarcinoma group (n=53), and the non-invasive adenocarcinoma group was subdivided into minimally invasive adenocarcinoma group (n=31) and preinvasive lesions group (n=22). The malignant probability and imaging characteristics of each group were compared to analyze their predictive ability for the invasive subtypes of early-stage lung adenocarcinoma. The concordance between qualitative diagnostic results of artificial intelligence-assisted diagnosis of the invasive subtypes of early-stage lung adenocarcinoma and postoperative pathology was then analyzed.@*RESULTS@#In different invasive subtypes of early-stage lung adenocarcinoma, the mean CT value of pulmonary nodules (P<0.001), diameter (P<0.001), volume (P<0.001), malignant probability (P<0.001), pleural retraction sign (P<0.001), lobulation (P<0.001), spiculation (P<0.001) were significantly different. At the same time, it was also found that with the increased invasiveness of different invasive subtypes of early-stage lung adenocarcinoma, the proportion of dominant signs of each group gradually increased. On the issue of binary classification, the sensitivity, specificity, and area under the curve (AUC) values of the artificial intelligence-assisted diagnosis system for the qualitative diagnosis of invasive subtypes of early-stage lung adenocarcinoma were 81.76%, 92.45% and 0.871 respectively. On the issue of three classification, the accuracy, recall rate, F1 score, and AUC values of the artificial intelligence-assisted diagnosis system for the qualitative diagnosis of invasive subtypes of early-stage lung adenocarcinoma were 83.86%, 85.03%, 76.46% and 0.879 respectively.@*CONCLUSIONS@#Artificial intelligence-assisted diagnosis system could predict the invasive subtypes of early‑stage lung adenocarcinoma appearing as pulmonary nodules, and has a certain predictive value. With the optimization of algorithms and the improvement of data, it may provide guidance for individualized treatment of patients.
Subject(s)
Humans , Adenocarcinoma/pathology , Adenocarcinoma of Lung/pathology , Artificial Intelligence , Lung Neoplasms/pathology , Multiple Pulmonary Nodules , Neoplasm Invasiveness , Retrospective StudiesABSTRACT
This study was aimed to discuss cellular mechanism of anti-liver fibrosis by acupuncture on acupoint and connective tissues. Rats were divided into five groups, which were the normal group, liver fibrosis model group (12 week), liver fibrosis model group(20 week), acupoint acupuncture group, and connective tissue acupuncture group. The observation was made on morphology of liver in various groups by HE stain and Mallory stain. Concentrations of TG, HA, LN and PC-Ⅲin serum were also detected. Mesenchymal stem cells (MSCs) were intervened by serum from each group to observe MSCs proliferation and differentiation. The results showed that the serum level of model group(12 week) was significantly different from other groups. And the same results were found in the inspection of morphology. In the normal group there were no cell expressing albumin. In other groups, MSCs can express albumin. It was concluded that the serum of normal group cannot make MSCs transform into hepatocyte-like cell. The serum of other groups can make MSCs transform into hepatocyte-like cell. It was concluded that both hepatic fibrosis and acupuncture can induce MSCs differentiation.
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Recent metabolomics research revealed a new ginseng ginsenoside IH901 that is synthesized by intestinal microbial transformation in oral administration of ginseng. IH901 shows various biological activities, including anti-tumor, anti-inflammatory, anti-diabetic, and anti-aging. In recent years, great effort has been made to prepare IH901 by microbial and enzymatic transformation in a large scale. In this paper, we reviewed the biotransformation pathways both in vivo and in vitro and bioactive properties of rare ginsenoside IH901.
Subject(s)
Humans , Biotransformation , Ginsenosides , Metabolism , Pharmacokinetics , Intestines , Metabolism , Microbiology , Panax , Chemistry , Sapogenins , MetabolismABSTRACT
Objective To study the clinical, histopathologic and ultrastructural characteristics of achromic naevus (AN). Methods Clinical data, including sex, age, age of onset, pattern of lesions, involved sites, shape and number of lesions and associated systemic diseases, were collected from 85 patients with AN. Skin melanin index was detected in 34 lesions of 19 patients with AN, 30 lesions of 12 patients with vitiligo and 64 contralateral normal skin islands of the 31 patients. Reflectance confocal microscopy (RCM) was performed to analyze the lesion, normal skin and junctional area between lesional and normal skin of 62 patients with AN. Tissue samples were obtained from lesions and perilesional normal skin of 17 patients with AN and subjected to pathological examination as well as ultrastructural study with transmission electron microscopy; also, skin biopsy specimens were immunostained for tyrosinase, HMB45, tyrosinase-related protein-1 (TRP-1), TRP-2 and CD117. Results Of the 85 patients with AN, 23 (27.1%) developed lesions at birth, and 21 (24.7%) after 3 years of age; 72 (84.7%) had irregularly shaped lesions, 54 (63.5%) had only a single lesion. The mean melanin index and relative melanin index of AN lesions were 186.56 ± 52.86 and 80 ± 11, respectively, significantly lower than those in normal skin islands (223.88 ± 63.19 and 100, both P < 0.01), but higher than those in depigmented lesions from 12 patients with vitiligo (128.57 ± 64.31 and 60 ± 20, both P < 0.01). RCM revealed a decline in the number of melanocytes and brightness of melanin caps, even distribution of melanin in lesions, as well as obscure demarcation between lesions and normal skin from patients with AN. Fontana-Masson stain showed that the melanin content was lower in lesions than in perilesional skin (1810.12 ± 327.96 vs 2064.24 ± 260.41) from patients with AN. Microscopic examination demonstrated a decrease in melanocyte and melanosome number, presence of immature melanocytes at stage Ⅱ and Ⅲ in cytoplasm and dendrites of melanocytes and keratinocytes, aggregated melanosomes in affected keratinocytes in lesions of AN. In 17 patients with AN, the relative expression levels of tyrosinase and TRP-1 were 1827.35 ± 307.09 and 6102.54 ± 1642.64, respectively, in normal skin specimens, significantly higher than those in lesional skin (1477.35 ± 224.05, 5322.33 ± 1565.26, both P< 0.01); no statistical difference was observed in the expression levels of HMB45, TRP-2 or CD117 between lesional and normal skin. Conclusions AN is an early-onset, nonfamilial aggregated, stable leukoderma with irregular margins, and in lesions of AN, the number of both melanocytes and melanosomes is decreased with the presence of immature melanosomes. The measurement of relative melanin index and reflectance confocal microscopy may offer a non-invasive approach to the diagnosis of AN.
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Objective To investigate the possible association between HLA-B51 alleles and Behcet's disease (BD). Methods Totally, 61 Chinese patients of Han nationality, who were diagnosed with BD according to the International Study Group (ISG) criteria, were recruited. The control cohort consisted of 100 healthy individuals. Blood samples were obtained from all the subjects. PCR-sequenee specific primers (SSPs) were used to for the genotyping of HLA-B51 alleles (HLA-B5101-HLA-B5109). Results Com- pared with the control group (11 positive, 11% ), the frequency of HLA-B51 (18 positive, 29.5% ) was sig- nificantly increased in BD patients (χ2=8.79, P<0.01, RR=3.39). The HLA-B51-positive patients and controls consistently carried HLA-B5101 allele with no other alleles observed. There were 15 males and 3 females in HLA-B51 positive patients, 22 males and 21 females in HLA-B51-negative patients, and signifi- cant differences in gender distribution was observed between HLA-B51-positive and negative patients (P<0.05 ). Moreover, the average age of onset in HLA-B51-positive patients significantly differed from that in HLA-B51-negative patients (28.4±10 years vs 37.3±12 years, P<0.05). However, no significant differ- ences were noticed in the clinical types, course, skin lesions, prevalence of genital ulcer, eye damage, joint involvement, or pathergy reaction between HLA-B51-positive and -negative patients (P0.05). Conclu- sions This study supports that HLA-B5101 allele is associated not only with the development of BD, but also with the gender and onset age of patients with BD of Chinese Han nationality.
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Objective To report a consanguineous family with lamellar ichthyosis and to detect the mutations in transglutaminase 1 (TGM1) gene in this family. Methods Genomic DNA was extracted from the blood samples of a 19-year-old male patient with lamellar ichthyosis, his family members and 100 normal human controls. PCR was carried out to amplify all the encoding sequences (15 exons) and adjacent flanking sequences of TGM1 gene followed by bidirectional sequencing. Results A C1666T mutation in the 11th exon in TGM1 gene, which resulted in the substitution of ACA (threonine) by ATA (isoleucine) at codon 529, was detected in the proband, while both his parents carried the C1666T mutation in heterozygous form, and his sister was a C/C homozygote. None of the 100 normal control individuals carried the mutation in TGMlgene. Conclusions The de novo mutation from ACA (threonine) to ATA (isoleucine) at codon 529, may contribute to the development of lamellar ichthyosis. Consanguineous marriage can increase the risk for lamellar ichthyosis by raising the probability of homozygosis of C 1666T mutation in TGM 1 gene.
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Objective To observe the clinical efficacy and safety of gahapentin in the treatment of postherpetic neuralgia. Methods A multicenter, randomized, double-blind, placebo-controlled, parallel design, 6-week study was performed. Patients with postherpetic neuralgia were recruited into this study and randomly divided into two groups to receive gabapentin or placebo 1800 mg daily in three divided doses with a forced titration schedule, respectively. The primary efficacy measure was change in the pain score based on a visual analogue scale from baseline to the final week of therapy, and secondary measure was the improvement in sleep quality scored on a 5-point severity scale. Efficacy and safety evaluation was performed at baseline, and 1, 3, and 6 weeks atter the treatment. Results One hundred and forty-one patients were recruited in four clinical centers, and 125 patients completed the trial, of whom 66 were in the treatment group and 59 in the control group. An improvement was observed in both pain scores and sleep scores on week 1, 3 and 6 in both two groups, and the improvement was greater in gabapentin-treated group than that in the control group. The response rate was 29.58% and 57.75%, respectively in gabapentin-treated group on week 1 and 3, com-pared to 13.04% and 40.58%, respectively, in the control group (t = 5.94, 4.12, respectively, both P ＜0.05).Gabapentin was well tolerated, and the most common adverse events were dizziness, vertigo, somnolence and transient abnormality of hepatic function. Conclusion Gabapentin could markedly reduce pain intensity and improve sleep quality with a low incidence of adverse events in patients with postherpetic neuralgia.
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Objective To investigate the effect of calcipotriol on melanin synthesis by human melanocytes and its possible action mechanism.Methods Primary melanocytes were cultured with various concentrations(10~(-5),10~(-6),10~(-7),10~(-8),10~(-9),10~(-10) mol/L)of calcipotriol for 24 or 48 hours.Subsequently,MTT assay,NaoH assay.Dopa-oxidase assay,Western blot and semiquantitative RT-PCR were used to measure the cell proliferation of,melanin synthesis by.tyrosinase activity,protein and mRNA expression levels in the melanocytes.respectively.Those untreated melanocytes served as the control.Results The calcipotriol between 10~(-9) and 10~(-5) mol/L had no significant effect on the proliferation of cultured melanocytes(P＞0.05).while that of 10~(-9) and 10~(-8) mol/L increased tyrosinase activity by 137%and 123%,and enhanced melanin synthesis by 40.63%and 18.75%,respectively,compamd with untreated melanocytes(both P＜0.05).Moreover,the tyrosinase protein level increased by 270.4%(P＜0.05)in melanocytes treated with calcipotriol at 10~(-9) mol/L for 24 hours.The strongest tyrosinase activity and melanin synthesis was observed in melanocytes treated with calcipotriol of 10~(-9) moI/L.Conclusions The proliferation of melanocytes is unaffected by calcipotriol at 10~(-9) to 10~(-5) mol/L,but it can elevate the expression of tyrosinase protein,enhance tyrosinase activity,and promote melanin synthesis in melanocytes.
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Objective To investigate the effect ofnarrow-band ultraviolet-B(NB-UVB)(311 nm)on dendrite formation in B16 melanoma cells.Methods B16 melanoma cells were irradiated with various doses of NB-UVB(0,25,50,100,200,300 mJ/cm2).Atier additional culture of varying durations,irradiated cells were harvested and subjected to the observation of morphological changes and cell cytoskeleton F-actin microfilaments by phase contrast microscopy and laser scanning confocal microscopy(LSCM).respectively,and to the detection of cell proliferation bv MTT colorimetric assay.Pull down assay was performed to detect the activity of GTP-RhoAA and GTP-Rac1 in B16 cells before and after UVB irradiation.Results Twenty-four hours after irradiation with UVB of 100 mJ/cm2.an increase was observed in the cell body of B16 cells which appeared in sphericity,as well as in the number of dendrites(P＜0.01)which showed a branch-like appearance.compared with non-irradiated cells which had 2-3 dendrites and obscure branches.LSCM revealed that F-actin microfilaments in B16 cells were well organized with clear textures before irradiation;after irradiation wim NB-UVB of 100 mJ/cm2.stress fibers were disassembled and disrupted and the texture became unclear,which was observed as early as 30 minutes and became more and more evident,and at 6 hours the stress fibers displayed a clumping appearance with obscure textures.Following the irradiation with NB-UVB of 100 mJ/cm2,the expression level of GTP-Rac 1 protein increased at l 5 minutes,and.at 30minutes,reached 2 times of that observed in nonirradiated cells,then decreased a liale,but still remained elevated at 60 minutes and 120 minutes,compared to unirradiated cells;meanwhile.the level of GTP-RhoA dropped a little at 30 minutes,then gradually increased and,at 120 minutes.reached 1.6 times of that observed in unirradiated cells.Conclusion Narrow-band UVB(311 nm)can promote dendrite formation.likely via regulating the expression of GTP-Racl and GTP-RhoA in B16 melanoma cells.
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Objective To investigate the effect of Toll-like receptor 2(TLR2)on the proliferation of human keratinocytes.Methods Keratinocytes were isolated from the foreskin of children,and subjected to primary culture.Atier 3-5 passages.the kemtinocytes were incubated with various concentrations of peptidoglycan(PGN).a TLR2 agonist.Cell proliferation was detected by MTT colorimetric assay and the suitable concentrations of PGN were determined.The mRNA and protein expressions of Ki67.TLR2.NF-kB p65 and TGF-α were detected by real-time quantitative PCR and Western blot.respectively,in keratinocytes treated witll PGN of 0,1.25,2.5 and 5 μg/mL.Antibody blocking test was utilized to evaluate the effect of blocking TLR2 with specific anti-TLR2 neutralizing monoclonal antibody before incubation with PGN on the expressions of Ki67,TLR2,NF-KB p65 and TGF-α by keratinocytes.Results The proliferation of kemtinocytes was significantly promoted by the incubation with PGN of 1.25,2.5 and 5μg/mL for 24 hours (all P＜0.05),which also increased the expression of Ki67 protein,TLR2 mRNA and protein,and NF-KB p65 protein.Further more,the mRNA expression of Ki67 in keratinocytes was elevated bv PGN of 1.25 and 2.5μg/mL,the mRNA expression of NF-KB p65 elevated by PGN of 1.25μg/mL,and the expressions of TGF-αprotein and mRNA elevated by PGN of 1.25 and 5μg/mL (P＜0.05).The mRNA and protein expressions of Ki67,TLR2,NF-kB p65 and TGF-αwere all inhibited by the blocking of TLR2 before incubation with PGN (a11 P＜0.05).Conclusion Activation of TLR2 bv PGN could induce the over-proliferation of human keratinocytes,likely through promoting NF-rB activation and TGF-α expression.
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Objective To detect the mutations of pigment epithelium derived factor (PEDF) gene in a human malignant melanoma cell line A375. Methods A375 cells and control melanocytes obtained from circumcised prepuce were cultured, genomic DNA was extracted from these cells. All eight exons of PEDF gene were scanned by single strand conformation polymorphism analysis ofpolymerase chain reaction products (PCR-SSCP) in both A375 cells and control melanocytes. DNA sequencing was performed for the PCR products separated into electrophoretic bands with altered mobility. Results Altered mobility was observed with SSCP analysis in amplicons of exon 3, 4, 5, 6 and 7, with the most obvious alteration occurred in exon 5 and 6. DNA sequencing revealed mutations in both exon 5 and 6. The common type of mutations was single base-deletion in exon 5 and single base-substitution in exon 6. Conclusion Mutations of PEDF gene may contribute to the development of human malignant melanoma.
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Objective To investigate the serum levels of CXC, CC and C chemokines, and to esti-mate the relationship among the three kinds of chemokines as well as that between these chemokines and other Th1 and Th2-related cytokines, in patients with atopic dermatitis (AD). Methods Fifty-one patients with atopic dermatitis, including 35 males and 16 females with an average age of 17 years and disease course of 13.6 years were enrolled into this study together with 34 normal human controls. ELISA was used to measure the serum levels of monokine induced by IFN-γ (Mig), thymus and activation-regulated chemokine (TARC), cutaneous T cell-attracting chemokine (CTACK) and lymphotactin (Ltn) in these subjects. Severity of AD was assessed according to SCORAD. Results The serum levels were 79.6±28.0 ng/L for Mig, 349.9±91.5 ng/L for TARC, 747.4±359.4 ng/L for CTACK and 141.0±68.4 ng/L for Ltn in patients, significantly higher than those in the normal controls (63.8±26.5 ng/L, 219.4±82.1 ng/L, 294.3± 64.9 ng/L, 80.9±54.2 ng/L, P < 0.05, 0.01, 0.01, 0.01 respectively). A significant correlation was observed between the serum level of CTACK and SCORAD score in patients (r = 0.343, P < 0.05). Similarly, the percentage of body surface area (BSA) involved positively correlated with the serum levels of Mig, TARC, CTACK and Ltn. Furthermore, there was a significant correlation between the serum level of Ltn and TARC (r=0.444, P< 0.01) as well as CTACK (r=0.572, P< 0.01), between that of CTACK and TARC (r=0.524, P< 0.01), and between that of TARC and Mig (r=0.313, P< 0.05). Conclusion The CXC, CC and C chemokines might be involved in the pathogenesis of AD. Further more, CTACK level could serve as a good indicator for the severity of AD.
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Objective To evaluate the efficacy and safety of 0.03% tacrolimus ointment for the treatment of atopic dermatitis (AD) in Chinese children. Methods A total of 139 children, 2 to17 years of age, with moderate to severe AD from 5 study centres were enrolled in this multicentre, randomized, double-blind, vehicle-controlled, parallel group study. Treatment with 0.03% tacrolimus ointment or vehicle was applied twice daily to the affected areas for 3 weeks. Visits were scheduled on day 1 (base line, before treatment) and 1, 2, 3 weeks after the treatment. The main therapeutic parameter was the efficacy rate at the end of the treatment. Results The efficacy rates were 84.6% and 29.0% for tacrolimus group and vehicle group, respectively (P
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Objective To observe the clinical efficacy and safety of 0.1% and 0.03% tacrolimus ointment in patients aged 18 to 65 years with atopic dermatitis (AD). Methods Treatment was given twice daily to all affected areas for 3 weeks in a multicentre, randomized, double blind, parallel, and vehicle-controlled study. Follow-up visits were scheduled on day 1(baseline), and 1, 2 and 3 weeks post-treatment. The therapeutic effect and safety were evaluated. Results A total of 211 adults with moderate to severe AD in 6 study centres were enrolled in the efficacy evaluation. The efficacy rates were 88.4%, 77.8% and 30.0% in patients treated with 0.1%, 0.03% tacrolimus ointment, and the vehicle, respectively (P
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Objective To investigate the melanocyte lymphocyte reacion when the allogeneic lymphocytes are cultured with normal melanocytes. Methods 3H-thymidine was incorporated into the mixed culture and the transformation and proliferation rates of lymphocytes were detected by liquid scintillation counting and expressed as cpm. Electron microscopy was used to observe the ultrastructure of melanocytes after mixed culture. Results The results of lymphocyte proliferation were expressed by the stimulation indexes. The stimulation indexes in active vitiligo group was significantly different from that in stable vitiligo group and normal controls. The stimulation indexes of the melanocyte stimulated group was significantly different from that of ConA stimulated group. In the mixed melanocyte lymphocyte reaction, the allogeneic lymphocytes had little effect on the melanocytes. The ultrastructure of the melanocytes in the mixed culture showed normal morphology and normal function of synthesis of melanin. Conclusion As a specific antigen in mixed melanocyte lymphocyte reaction, melanocyte has a weak effect on the lymphocytes. The melanocytes from stable stage vitiligo patients seem more suitble to be allografted.
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Objective To evaluate the efficacy and safety of 0.05% desonide cream in the treatment of patients with eczema. Methods A randomized, double-blind, multicenter, vehicle-controlled study was conducted. The patients of the study and control groups applied 0.05% desonide cream and vehicle respectively, twice daily for 3 consecutive weeks. The efficacy was determined by measuring the total scores of erythema, erosion, infiltration, papule, exudation/crust, pruritus and the extent of lesions. Results At the end of the 3 weeks study, the total clinical effective rate was 80.8% in the study group,compared to 41.1% in the control group, with a significant difference between the two groups (P
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Objective To evaluate the efficacy and tolerance of monochromatic excimer light (MEL) 308 nm in the treatment of vitiligo. Methods Seventy-seven patients were enrolled in the prospective and open clinical study. Two-hundred and one lesions were subjected to local phototherapy of MEL 308-nm once a week for 3 to 6 months. Results Of these lesions, 86.6% obtained repigmentation at different degrees. The repigmentation was more obvious in lesions on the head, face, neck and trunk than in those on the limbs or extremities. Moreover, patients with generalized and segmental vitiligo got a better improvement than patients with other types of vitiligo. Conclusion MEL 308-nm is effective in the treatment of vitiligo without obvious adverse effects.
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Objective To investigate the mRNA expression of CC Chemokines, including RANTES (regulated upon activation, normal T cell expressed and secreted), monocyte chemoattracctant protein-1 (MCP-1), monocyte chemoattracctant protein-3 (MCP-3) and macrophage inhibitory protein 1? (MIP-1?), in peripheral blood mononuclear cells (PBMCs) of patients with chronic urticaria, their mutual correlation, and the relationship between the expression level of CC chemokines and the serum level of IgE and eosinophil cationic protein (ECP) in the patients. Methods Reverse transcription-polymerase reaction (RT-PCR) was applied to semiquantitatively analyze the mRNA expression of RANTES, MCP-1, MCP-3 and MIP-1? in PBMCs from 31 patients with chronic urticaria and 22 healthy subjects. Results The mRNA expression of RANTES, MCP-1, MCP-3 and MIP-1?was significantly higher in the patients than those in the normal controls (P 0.05). In the patients, the mRNA expression of RANTES negatively correlated with the serum level of IgE and ECP (P