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1.
Am J Transl Res ; 16(3): 781-793, 2024.
Article in English | MEDLINE | ID: mdl-38586088

ABSTRACT

OBJECTIVE: The pathogenesis of diarrhea-predominant irritable bowel syndrome (IBS-D) is related to damage to the intestinal mucosal barrier function. Based on the Mast cell (MC)/Tryptase/Protease-activated receptor-2 (PAR-2)/Myosin light chain kinase (MLCK) pathway, this study explored the effect of electroacupuncture (EA) on IBS-D rats and its possible mechanism of protecting the intestinal mucosal barrier. METHODS: The IBS-D rat model was established by mother-offspring separation, acetic acid enema, and chronic restraint stress. The efficacy of EA on IBS-D rats was evaluated by observing the rate of loose stool (LSP) and the minimum volume threshold of abdominal withdrawal reflex (AWR) in rats. Mast cells and the ultrastructure of intestinal mucosa were observed by H&E staining, toluidine blue staining, and transmission electron microscopy. The expression levels of Tryptase, PAR-2, MLCK, zonula occludens-1 (ZO-1), and Occludin in rats were detected by ELISA, qRT-PCR, and western blot. RESULTS: After 7 days of intervention, compared to the IBS-D group, the loose stool rates of rats in IBS-D + EA group and IBS-D + ketotifen group were decreased (P < 0.01), the minimum volume thresholds of AWR were improved (P < 0.01), the inflammation of colon tissue decreased, the number of MCs were decreased (P < 0.01), the expression of Tryptase, PAR-2, and MLCK were lowered (P < 0.01, P < 0.05), and the expression of ZO-1 and Occludin were enhanced (P < 0.01, P < 0.05). Compared to the EA group, there was no significant difference in each index between the ketotifen groups (P > 0.05). CONCLUSION: EA has a good therapeutic effect on IBS-D rats. Regulating the MCs/Tryptase/PAR-2/MLCK pathway may be a mechanism to protect the intestinal mucosal barrier.

2.
Zhongguo Zhen Jiu ; 44(3): 283-294, 2024 Mar 12.
Article in English, Chinese | MEDLINE | ID: mdl-38467503

ABSTRACT

OBJECTIVES: To observe the effects of moxibustion on colonic mast cell degranulation and inflammatory factor expression in rats with diarrhea-predominant irritable bowel syndrome (IBS-D), and explore the potential mechanism of moxibustion in treating IBS-D. METHODS: Forty-five rat pups born from 5 healthy SPF-grade pregnant SD rats, with 8 rats were randomly selected as the normal group. The remaining 37 rats were intervened with maternal separation, acetic acid enema, and chronic restraint stress to establish the IBS-D model. The successfully modeled 32 rats were then randomly assigned to a model group, a ketotifen group, a moxibustion group, and a moxibustion-medication group, with 8 rats in each group. The rats in the ketotifen group were intervened with intragastric administration of ketotifen solution (10 mL/kg); the rats in the moxibustion group were intervened with suspended moxibustion on bilateral "Tianshu" (ST 25) and "Shangjuxu" (ST 37); the rats in the moxibustion-medication group were intervened with suspended moxibustion combined with intragastric administration of ketotifen solution. All interventions were administered once daily for 7 consecutive days. The diarrhea rate and minimum volume threshold of abdominal withdrawal reflex (AWR) were calculated before and after modeling, as well as after intervention. After intervention, colonic tissue morphology was observed using HE staining; colonic mucosal ultrastructure was examined by scanning electron microscopy; colonic mast cell ultrastructure was observed using transmission electron microscopy; mast cell degranulation was assessed by toluidine blue staining; serum and colonic levels of histamine, interleukin (IL)-1ß, IL-6, IL-1α, trypsin-like enzyme, and protease-activated receptor 2 (PAR-2) were measured by ELISA; the Western blot and real-time quantitative PCR were employed to evaluate the protein and mRNA expression of colonic IL-1ß, IL-6, IL-1α, trypsin-like enzyme, and PAR-2; the immunofluorescence was used to detect the positive expression of histamine, IL-1ß, IL-6, IL-1α, trypsin-like enzyme, and PAR-2 in the colonic tissue. RESULTS: Compared to the normal group, the rats in the model group exhibited extensive infiltration of inflammatory cells in colonic tissue, severe damage to the colonic mucosa, disordered arrangement of villi, reduced electron density, and a significant decrease in granule quantity within mast cells. The diarrhea rate and mast cell degranulation rate were increased (P<0.01), AWR minimum volume threshold was decreased (P<0.01); the serum and colonic levels of histamine, IL-1ß, IL-6, IL-1α, trypsin-like enzyme, and PAR-2 were elevated (P<0.01); the positive expression of histamine, as well as protein, mRNA and positive expression of IL-1ß, IL-6, IL-1α, trypsin-like enzyme, and PAR-2 in the colon were all elevated (P<0.01). Compared to the model group, the rats in the ketotifen group, the moxibustion group, and the moxibustion-medication group exhibited significantly reduced infiltration of inflammatory cells in colonic tissue, relatively intact colonic mucosa, orderly arranged villi, increased electron density, and an augmented number of mast cell granules; the diarrhea rate and mast cell degranulation rate were decreased (P<0.01), and AWR minimum volume threshold was increased (P<0.01); the serum and colonic levels of histamine, IL-1ß, IL-6, IL-1α, trypsin-like enzyme, and PAR-2 were reduced (P<0.01); the positive expression of histamine, as well as protein, mRNA and positive expression of IL-1ß, IL-6, IL-1α, trypsin-like enzyme, and PAR-2 in the colon were all decreased (P<0.01). Compared to the ketotifen group, the moxibustion group showed decreased serum levels of histamine, IL-6, and trypsin-like enzyme (P<0.01, P<0.05), as well as reduced colonic levels of IL-1ß and IL-6 (P<0.01, P<0.05); the protein expression of colonic IL-1ß, IL-1α, and PAR-2 was reduced (P<0.05), and the positive expression of colonic IL-1ß and trypsin-like enzyme was reduced (P<0.01, P<0.05). Compared to both the ketotifen group and the moxibustion group, the moxibustion-medication group exhibited decreased diarrhea rate and mast cell degranulation rate (P<0.01), an increased AWR minimum volume threshold (P<0.01), reduced serum and colonic levels of histamine, IL-1ß, IL-6, IL-1α, trypsin-like enzyme, and PAR-2 (P<0.01), decreased protein expression of colonic IL-1ß, trypsin-like enzyme, and PAR-2 (P<0.01, P<0.05), reduced mRNA and positive expression of colonic IL-1ß, IL-6, IL-1α, trypsin-like enzyme, and PAR-2 (P<0.01, P<0.05), and decreased positive expression of colonic histamine (P<0.01). CONCLUSIONS: Moxibustion on "Tianshu" (ST 25) and "Shangjuxu" (ST 37) might inhibit low-grade inflammatory reactions in the colon of IBS-D model rats. The mechanism may be related to the inhibition of histamine and trypsin-like enzyme secreted by mast cell, thereby reducing the expression of related inflammatory factors.


Subject(s)
Irritable Bowel Syndrome , Moxibustion , Rats , Animals , Irritable Bowel Syndrome/genetics , Irritable Bowel Syndrome/therapy , Rats, Sprague-Dawley , Mast Cells/metabolism , Trypsin , Cell Degranulation , Histamine , Interleukin-6 , Ketotifen , Maternal Deprivation , Diarrhea/etiology , Diarrhea/therapy , RNA, Messenger
3.
Zhen Ci Yan Jiu ; 49(1): 47-56, 2024 Jan 25.
Article in English, Chinese | MEDLINE | ID: mdl-38239138

ABSTRACT

OBJECTIVES: To observe the effect of moxibustion intervention on the hypothalamus-spinal cord-colon axis of rats with irritable bowel syndrome with diarrhea (IBS-D) and explore the mechanism of moxibustion in improving visceral hypersensitivity in rats with IBS-D. METHODS: A total of 36 SD rats were randomly divided into normal, model, and moxibustion groups, with 12 rats in each group. The IBS-D model was established by maternal separation + acetic acid stimulation + chronic restraint. Rats of the moxibustion group received bilateral moxibustion on "Tianshu" (ST25) and "Shangjuxu" (ST37) for 15 min, once a day for 7 consecutive days. The body weight, loose stool rate, and minimum threshold volume of abdominal withdrawal reflex (AWR) were measured before and after moxibustion intervention, respectively. The histopathological changes in the colon tissue were observed after HE staining. The number of colonic mucosal mast cells (MCs) was measured by toluidine blue staining. The activation of MCs was determined by tryptase positive expression level and examined by immunohistochemical staining. The content, protein and mRNA expression levels and positive expression levels of corticotropin releasing factor (CRF), substance P (SP), and calcitonin gene-related peptide (CGRP) in the hypothalamus, spinal cord and colon tissues were measured by ELISA, Western blot, real-time fluorescent quantitative PCR and immunofluorescence staining, respectively. RESULTS: Compared with the normal group, the loose stool rate was increased (P<0.01);the body weight and minimum threshold volume of AWR were decreased (P<0.01);the inflammatory infiltration of colon tissues was obvious;the number of MCs and positive expression level of tryptase in the colon tissue were increased (P<0.01);the contents, positive expression le-vels, protein and mRNA expression levels of CRF, SP and CGRP in the hypothalamus, spinal cord and colon tissues were increased (P<0.01, P<0.05) in the model group. After the intervention, compared with the model group, all these indicators showed opposite trends (P<0.01, P<0.05) in the moxibustion group. CONCLUSIONS: Moxibustion can improve visceral hypersensitivity in rats with IBS-D, and its mechanism may be related to regulating the hypothalamic-spinal-colon axis to reduce the release of CRF, SP and CGRP, and thus to inhibite MC in colon tissue.


Subject(s)
Irritable Bowel Syndrome , Moxibustion , Rats , Animals , Irritable Bowel Syndrome/genetics , Irritable Bowel Syndrome/therapy , Irritable Bowel Syndrome/metabolism , Rats, Sprague-Dawley , Corticotropin-Releasing Hormone/metabolism , Tryptases/metabolism , Calcitonin Gene-Related Peptide/metabolism , Maternal Deprivation , Diarrhea/genetics , Diarrhea/therapy , Hypothalamus/metabolism , Substance P/metabolism , Spinal Cord , Body Weight , RNA, Messenger/metabolism
4.
Zhen Ci Yan Jiu ; 48(3): 226-32, 2023 Mar 25.
Article in Chinese | MEDLINE | ID: mdl-36951073

ABSTRACT

OBJECTIVE: To observe the effect of moxibustion on the expression of miR-345-3p, miR-216a-5p and nuclear factor-κB p65(NF-κB p65) in colonic tissue of rats with diarrhea-predominant irritable bowel syndrome (IBS-D), so as to explore its anti-inflammatory mechanism in relieving IBS-D. METHODS: SD rats were randomly divided into normal control (n=12), model (n=12), moxibustion (n=12) and ammonium pyrrolidine dithiocarbamate (PDTC,n=12) groups. The IBS-D model was established by neonatal mother-child separation combined with acetic acid enema stimulation and chronic binding methods. The rats in the moxibustion group received moxibustion stimulation of "Tianshu"(ST25) and "Shangjuxu"(ST37) for 20 min, once a day, for 7 days, and those of the PDTC group received intraperitoneal injection of PDTC (50 mg·kg-1·d-1) once daily for 7 days. After the intervention, the body weight, loose stool rate and the minimum volume threshold of abdominal withdrawal reflex (AWR) were observed, and histopathological changes of colonic mucosa were observed by HE staining. The contents of interleukin-1ß (IL-1ß), interleukin-4 (IL-4), interleukin-6 (IL-6) and tumor necrosis factor α (TNF- α) in serum were measured by ELISA. The expression of miR-345-3p, miR-216a-5p and NF-κB p65 mRNA in the colon tissue were detected by quantitative real-time PCR, and the immunoactivities of IL-1ß, IL-6, TNF-α and NF-κB p65 in the colon tissue were determined by immunofluorescence histochemistry. RESULTS: Compared with the normal control group, the loose stool rate, contents of IL-1ß, IL-6 and TNF-α, experssion of NF-κB p65 mRNA and the immunoactivities of IL-1ß, IL-6, TNF-α and NF-κB p65 were significantly increased (P<0.01), whereas the body weight, minimum volume threshold of AWR, content of IL-4, and the relative expression of miR-345-3p and miR-216a-5p were remarkably decreased in the model group (P<0.01). In comparison with the model group, the loose stool rate, contents of IL-1ß, IL-6, TNF-α, expression of NF-κB p65 mRNA and the immunoactivities of IL-1ß, IL-6, TNF-α and NF-κB p65 were considerably down-regulated (P<0.01), while the content of IL-4 and the relative expressions of miR-345-3p and miR-216a-5p were obviously up-regulated in both moxibustion and PDTC groups (P<0.01, P<0.05). The content of IL-6 in serum was significantly lower in the PDTC group than in the moxibustion group (P<0.01). CONCLUSION: Moxibustion can reduce the level of intestinal inflammation and visceral hypersensitivity in IBS-D rats, which may be related to its functions in increasing the expression levels of miR-345-3p and miR-216a-5p and in inhibiting the expression of NF-κB p65, thus reducing the levels of inflammatory factors.


Subject(s)
Irritable Bowel Syndrome , MicroRNAs , Moxibustion , Rats , Animals , Irritable Bowel Syndrome/genetics , Irritable Bowel Syndrome/therapy , NF-kappa B/metabolism , Interleukin-4 , Rats, Sprague-Dawley , Interleukin-6 , Tumor Necrosis Factor-alpha/genetics , Tumor Necrosis Factor-alpha/metabolism , Inflammation/genetics , Inflammation/therapy , Diarrhea/genetics , Diarrhea/therapy , MicroRNAs/genetics
5.
Zhongguo Zhen Jiu ; 43(2): 177-85, 2023 Feb 12.
Article in Chinese | MEDLINE | ID: mdl-36808512

ABSTRACT

OBJECTIVE: To observe the effects of moxibustion on the stem cell factor (SCF)/tyrosine kinase receptor (c-kit) signaling pathway and immune function in rats with diarrhea irritable bowel syndrome (IBS-D), and to explore the mechanism of moxibustion for IBS-D. METHODS: Among 52 young rats born from 6 healthy pregnant SPF rats, 12 rats were randomly selected into the normal group, and the remaining 40 rats were treated with the three-factor combination method of maternal separation, acetic acid enema and chronic restraint stress to establish the IBS-D rat model. Thirty-six rats with successful IBS-D model were randomly divided into a model group, a moxibustion group, and a medication group, 12 rats in each group. The rats in the moxibustion group were treated with suspension moxibustion at "Tianshu" (ST 25) and "Shangjuxu" (ST 37); the rats in the medication group were treated with intragastric administration of rifaximin suspension (150 mg/kg). All the treatments were given once a day for 7 consecutive days. The body mass, loose stool rate (LSR), the minimum volume threshold when abdominal withdrawal reflex (AWR) scored 3 were measured before acetic acid enema (35 days old), after modeling (45 days old), and after intervention (53 days old). After intervention (53 days old), HE staining was used to observe the morphology of colon tissue, and spleen and thymus coefficients were measured; ELISA method was used to detect serum inflammatory factors (tumor necrosis factor a [TNF-a], interleukin [IL]-10, IL-8), T-lymphocyte subsets (CD+4, CD+8, CD+45), value of CD+4/CD+8 and immune globulin (IgA, IgG, IgM); real-time PCR method and Western blot method was used to detect the expression of SCF, c-kit mRNA and protein in colon tissue; immunofluorescence staining method were used to detect positive expression of SCF and c-kit. RESULTS: After intervention, compared with the normal group, in the model group, the body mass and the minimum volume threshold when AWR scored 3 were decreased (P<0.01), LSR, spleen and thymus coefficients, serum levels of TNF-α, IL-8, CD+4, CD+45, CD+4/CD+8, IgA, IgG, IgM were increased (P<0.01), serum IL-10 level and protein and mRNA expression of SCF and c-kit in colon tissue were decreased (P<0.01), and the positive expression of SCF and c-kit was decreased (P<0.01). Compared with the model group, in the moxibustion group and the medication group, the body mass and the minimum volume threshold when AWR scored 3 were increased (P<0.01, P<0.05), LSR, spleen and thymus coefficients, serum levels of TNF-α, IL-8, CD+4, CD+8, CD+45, CD+4/CD+8, IgA, IgG, IgM were decreased (P<0.01, P<0.05), serum IL-10 level and protein and mRNA expression of SCF and c-kit in colon tissue were increased (P<0.01), and the positive expression of SCF and c-kit was increased (P<0.01). Compared with the medication group, in the moxibustion group, the level of serum CD+4 was decreased (P<0.05), the value of CD+4/CD+8 was increased (P<0.01), and there was no significant difference in other indexes (P>0.05). The expression of SCF and c-kit mRNA was positively correlated with the minimum volume threshold when AWR scored 3 and IL-10 (P<0.01), and negatively correlated with remaining indexes (P<0.01, P<0.05). CONCLUSION: Moxibustion could reduce visceral hypersensitivity, improve symptoms of abdominal pain and diarrhea in IBS-D rats, and its mechanism may be related to up-regulation of the expression of SCF/c-kit signaling pathway and improvement of IBS-D immune function.


Subject(s)
Irritable Bowel Syndrome , Moxibustion , Rats , Animals , Irritable Bowel Syndrome/therapy , Moxibustion/methods , Rats, Sprague-Dawley , Interleukin-10 , Interleukin-8 , Maternal Deprivation , Tumor Necrosis Factor-alpha , Diarrhea , Signal Transduction , Homeostasis , Receptor Protein-Tyrosine Kinases , Immunity , Immunoglobulin A , Immunoglobulin M
6.
Zhen Ci Yan Jiu ; 47(11): 962-8, 2022 Nov 25.
Article in Chinese | MEDLINE | ID: mdl-36453672

ABSTRACT

OBJECTIVE: To explore the effects of electroacupuncture(EA) on metabolic patterns of the prefrontal cortex in rats with acute myocardial ischemia. METHODS: Eighteen SD rats were randomly divided into sham group, model group and EA group, with 6 rats in each group. Rats in the model and EA groups were subject to acute myocardial ischemia by ligation of the left anterior descending coronary artery. For the EA group, EA stimulation (1 mA, 2 Hz/15 Hz, 30 min) was applied to "Shenmen"(HT7) -"Tongli"(HT5) once a day for 3 consecutive days. The histopathological changes of myocardial tissue and levels of ischemia modified albumin (IMA) in serum were determined by HE staining and ELISA, respectively. The LC-MS/MS technique was used to characterize the metabolic profiling of the prefrontal cortex. The differentially expressed metabolites were screened by principal component analysis(PCA) and partial least squares-linear discriminant analysis (PLS-LDA), and subsequently Kyoto encyclopedia of genes and genomes (KEGG) metabolic pathway enrichment analysis was performed. RESULTS: Compared with the sham group, the myocardial fibers were disordered and fractured, and content of serum IMA was significantly increased in the model group (P<0.01), which, however, were significantly decreased in the EA group (P<0.01). With PCA and PLS-LDA, there were 18 differential metabolites between the model and sham groups. Forty-eight differential metabolites were emerged between the EA and model groups. Three metabolites associated to the sphingolipid metabolism were reversed by EA stimulation, as indicated by KEGG. CONCLUSION: The molecular mechanism of EA against myocardial ischemia is partially mediated by regulating sphingolipid-related metabolites in the prefrontal cortex.


Subject(s)
Electroacupuncture , Myocardial Ischemia , Rats , Animals , Rats, Sprague-Dawley , Biomarkers , Chromatography, Liquid , Serum Albumin , Tandem Mass Spectrometry , Myocardial Ischemia/genetics , Myocardial Ischemia/therapy , Metabolomics , Prefrontal Cortex , Sphingolipids
7.
Zhongguo Zhen Jiu ; 42(6): 654-62, 2022 Jun 12.
Article in Chinese | MEDLINE | ID: mdl-35712950

ABSTRACT

OBJECTIVE: To observe the effect of moxibustion on the regulation of nuclear factor-kappa B (NF-κB) and inflammatory factors by multiple microRNAs (miRNAs) in rats with diarrhea-predominant irritable bowel syndrome (IBS-D), and to explore the anti-inflammatory mechanism of moxibustion on IBS-D. METHODS: Twelve of 52 newborn rats were randomly selected into a normal group. The remaining rats were made into IBS-D model. A total of 36 rats with successful model were randomly divided into a model group, a medication group and a moxibustion group, 12 rats in each group. The rats in the medication group were intraperitoneally injected with pyrrolidine dithiocarbamate (PDTC). The rats in the moxibustion group were treated with moxibustion at "Tianshu" (ST 25) and "Shangjuxu" (ST 37) for 20 min each time. All the intervention was given once a day for 7 days. Before and after modeling as well as after intervention, the body mass, loose stool rate and the minimum volume threshold of abdominal withdrawal reflex (AWR) were measured. After intervention, the contents of serum tumor necrosis factor α (TNF-α), interleukin (IL)-1ß and IL-8 were detected by ELISA method; the morphology of colon tissues was observed by HE staining, and the expressions of miR-155, miR-125b, miR-29b, miR-31, miR-18a and NF-κB p65 mRNA in colon tissues were detected by real-time PCR. The expressions of NF-κB p65, TNF-α, IL-1ß and IL-8 protein in colon tissues were detected by immunofluorescence. RESULTS: After modeling, the body mass and the minimum volume threshold of AWR in the model group were lower than those in the normal group (P<0.01); the rates of loose stool in the model group were higher than those in the normal group (P<0.01); after intervention, in the model group, the inflammatory infiltration of colon tissues was obvious, and the serum levels of TNF-α, IL-1 ß, IL-8 were higher than those in the normal group (P<0.05); the expression of miR-155, miR-125b, miR-29b, miR-31, miR-18a and NF-κB p65 mRNA in colon tissues was higher than that in the normal group (P<0.05); the protein expression of NF-κB p65, TNF-α, IL-1ß, IL-8 was also higher than that in the normal group (P<0.01). After intervention, the body mass and the minimum volume threshold of AWR in the medication group and the moxibustion group were both higher than those in the model group (P<0.05); the loose stool rate in the medication group and the moxibustion group were lower than those in model group (P<0.05); the inflammatory cells infiltration in the colon tissues was less, the serum levels of TNF-α, IL-1ß and IL-8 as well as the protein expression of NF-κB p65, TNF-α, IL-1ß and IL-8 in the colon tissues in the medication group and the moxibustion group were lower than those in the model group (P<0.05, P<0.01). The expression of miR-125b, miR-31, miR-18a and NF-κB p65 mRNA in the medication group were lower than those in the model group (P<0.05). The expression of miR-155, miR-125b, miR-29b, miR-31, miR-18a and NF-κB p65 mRNA in the moxibustion group were lower than those in the model group (P<0.05). The miR-155, miR-125b, miR-29b, miR-31, miR-18a were positively correlated with NF-κB p65 mRNA (0

Subject(s)
Irritable Bowel Syndrome , MicroRNAs , Moxibustion , Animals , Diarrhea/genetics , Diarrhea/therapy , Interleukin-8/genetics , Irritable Bowel Syndrome/genetics , Irritable Bowel Syndrome/therapy , MicroRNAs/genetics , NF-kappa B/genetics , NF-kappa B/metabolism , RNA, Messenger , Rats , Rats, Sprague-Dawley , Signal Transduction , Tumor Necrosis Factor-alpha/genetics
8.
Eur Radiol ; 32(11): 7680-7690, 2022 Nov.
Article in English | MEDLINE | ID: mdl-35420306

ABSTRACT

OBJECTIVES: Develop and evaluate the performance of deep learning and linear regression cascade algorithms for automated assessment of the image layout and position of chest radiographs. METHODS: This retrospective study used 10 quantitative indices to capture subjective perceptions of radiologists regarding image layout and position of chest radiographs, including the chest edges, field of view (FOV), clavicles, rotation, scapulae, and symmetry. An automated assessment system was developed using a training dataset consisting of 1025 adult posterior-anterior chest radiographs. The evaluation steps included: (i) use of a CNN framework based on ResNet - 34 to obtain measurement parameters for quantitative indices and (ii) analysis of quantitative indices using a multiple linear regression model to obtain predicted scores for the layout and position of chest radiograph. In the testing dataset (n = 100), the performance of the automated system was evaluated using the intraclass correlation coefficient (ICC), Pearson correlation coefficient (r), mean absolute difference (MAD), and mean absolute percentage error (MAPE). RESULTS: The stepwise regression showed a statistically significant relationship between the 10 quantitative indices and subjective scores (p < 0.05). The deep learning model showed high accuracy in predicting the quantitative indices (ICC = 0.82 to 0.99, r = 0.69 to 0.99, MAD = 0.01 to 2.75). The automatic system provided assessments similar to the mean opinion scores of radiologists regarding image layout (MAPE = 3.05%) and position (MAPE = 5.72%). CONCLUSIONS: Ten quantitative indices correlated well with the subjective perceptions of radiologists regarding the image layout and position of chest radiographs. The automated system provided high performance in measuring quantitative indices and assessing image quality. KEY POINTS: • Objective and reliable assessment for image quality of chest radiographs is important for improving image quality and diagnostic accuracy. • Deep learning can be used for automated measurements of quantitative indices from chest radiographs. • Linear regression can be used for interpretation-based quality assessment of chest radiographs.


Subject(s)
Deep Learning , Adult , Humans , Radiography, Thoracic/methods , Linear Models , Retrospective Studies , Algorithms
9.
Acad Radiol ; 29(10): 1541-1551, 2022 10.
Article in English | MEDLINE | ID: mdl-35131147

ABSTRACT

RATIONALE AND OBJECTIVES: To develop an automatic setting of a deep learning-based system for detecting low-dose computed tomography (CT) lung cancer screening scan range and compare its efficiency with the radiographer's performance. MATERIALS AND METHODS: This retrospective study was performed using 1984 lung cancer screening low-dose CT scans obtained between November 2019 and May 2020. Among 1984 CT scans, 600 CT scans were considered suitable for an observational study to explore the relationship between the scout landmarks and the actual lung boundaries. Further, 1144 CT scans data set was used for the development of a deep learning-based algorithm. This data set was split into an 8:2 ratio divided into a training set (80%, n = 915) and a validation set (20%, n = 229). The performance of the deep learning algorithm was evaluated in the test set (n = 240) using actual lung boundaries and radiographers' scan ranges. RESULTS: The mean differences between the upper and lower boundaries of the deep learning-based algorithm and the actual lung boundaries were 4.72 ± 3.15 mm and 16.50 ± 14.06 mm, respectively. The accuracy and over-scanning of the scan ranges generated by the system were 97.08% (233/240) and 0% (0/240) for the upper boundary, and 96.25% (231/240) and 29.58% (71/240) for the lower boundary. CONCLUSION: The developed deep learning-based algorithm system can effectively predict lung cancer screening low-dose CT scan range with high accuracy using only the frontal scout.


Subject(s)
Deep Learning , Lung Neoplasms , Early Detection of Cancer , Humans , Lung Neoplasms/diagnostic imaging , Retrospective Studies , Tomography, X-Ray Computed/methods
10.
Front Neuroinform ; 15: 789295, 2021.
Article in English | MEDLINE | ID: mdl-34924990

ABSTRACT

Purpose: The aim of this study was to compare two radiomic models in predicting the progression of white matter hyperintensity (WMH) and the speed of progression from conventional magnetic resonance images. Methods: In this study, 232 people were retrospectively analyzed at Medical Center A (training and testing groups) and Medical Center B (external validation group). A visual rating scale was used to divide all patients into WMH progression and non-progression groups. Two regions of interest (ROIs)-ROI whole-brain white matter (WBWM) and ROI WMH penumbra (WMHp)-were segmented from the baseline image. For predicting WMH progression, logistic regression was applied to create radiomic models in the two ROIs. Then, age, sex, clinical course, vascular risk factors, and imaging factors were incorporated into a stepwise regression analysis to construct the combined diagnosis model. Finally, the presence of a correlation between radiomic findings and the speed of progression was analyzed. Results: The area under the curve (AUC) was higher for the WMHp-based radiomic model than the WBWM-based radiomic model in training, testing, and validation groups (0.791, 0.768, and 0.767 vs. 0.725, 0.693, and 0.691, respectively). The WBWM-based combined model was established by combining age, hypertension, and rad-score of the ROI WBWM. Also, the WMHp-based combined model is built by combining the age and rad-score of the ROI WMHp. Compared with the WBWM-based model (AUC = 0.779, 0.716, 0.673 in training, testing, and validation groups, respectively), the WMHp-based combined model has higher diagnostic efficiency and better generalization ability (AUC = 0.793, 0.774, 0.777 in training, testing, and validation groups, respectively). The speed of WMH progression was related to the rad-score from ROI WMHp (r = 0.49) but not from ROI WBWM. Conclusion: The heterogeneity of the penumbra could help identify the individuals at high risk of WMH progression and the rad-score of it was correlated with the speed of progression.

11.
Zhongguo Zhen Jiu ; 41(12): 1371-8, 2021 Dec 12.
Article in Chinese | MEDLINE | ID: mdl-34936277

ABSTRACT

OBJECTIVE: To observe the effect of moxibustion on proteins related with apoptosis of hippocampal neurons in rats with vascular dementia (VD), and to explore the possible mechanism of moxibustion on improving VD. METHODS: Thirty SD rats were selected from 100 rats (3 rats were excluded) and randomly divided into a normal group and a sham operation group, 15 rats in each group. The remaining 67 rats were treated with ischemia-reperfusion method at bilateral common carotid artery to establish VD model. The 45 rats with successful VD model were randomly divided into a model group, a moxibustion group and a medication group, 15 rats in each group. On the 7th day after successful modeling, the rats in the moxibustion group were treated with suspended moxibustion at "Guanyuan" (CV 4), "Mingmen" (GV 4) and "Dazhui" (GV 14), 15 min per acupoint, once a day; there was 1 d of rest after 6 d of moxibustion, and the treatment was given for 4 weeks. The rats in the medication group was treated with nimodipine tablets by gavage, 2 mg/kg per day, 3 times a day for 4 weeks. Before and after intervention, the Morris water maze test was used to detect the escape latency of rats in each group; after the intervention, the TUNEL method was used to detect the apoptosis rate of neurons in hippocampal CA1 area; the immunofluorescence double labeling method was used to detect the number of co-expression positive cells of B-cell lymphoma-2 (Bcl-2)/neuronal nuclear antigen (NeuN) and Bcl-2-associated X protein (Bax)/NeuN in hippocampal CA1 area; the immunofluorescence single labeling method was used to detect cytochrome C (cytC) and outer mitochondrial membrane receptor Tom20 (Tom20) in hippocampal CA1 area; the Western blot method was used to detect the p53 upregulated modulator of apoptosis (PUMA) in hippocampus. RESULTS: Before intervention, compared with the normal group and the sham operation group, the escape latency in the model group, the moxibustion group and the medication group was prolonged (P<0.01). After intervention, the escape latency in the moxibustion group and the medication group was shorter than that before intervention (P<0.01). Compared with the model group, the escape latency in the moxibustion group and the medication group was shortened (P<0.05); compared with the medication group, the escape latency in the moxibustion group was shortened (P<0.05). Compared with the normal group and the sham operation group, the apoptosis rate of neurons in hippocampal CA1 area was increased, the number of Bcl-2/NeuN co-expression positive cells was decreased, and the number of Bax/NeuN co-expression positive cells was increased in the model group (P<0.01); compared with the model group, the apoptosis rates of hippocampal CA1 neurons were decreased, the number of Bcl-2/NeuN co-expression positive cells was increased, and the number of Bax/NeuN co-expression positive cells was decreased in the moxibustion group and the medication group (P<0.01); compared with the medication group, the apoptosis rate of neurons in hippocampal CA1 area was decreased, the number of Bcl-2/NeuN co-expression positive cells was increased, and the number of Bax/NeuN co-expression positive cells was decreased in the moxibustion group (P<0.01, P<0.05). Compared with the normal group and the sham operation group, the expressions of cytC, Tom20 protein in hippocampal CA1 area and PUMA protein in hippocampal tissue in the model group were increased (P<0.01); compared with the model group, the expressions of cytC, Tom20 protein in hippocampal CA1 area and PUMA protein in hippocampal tissue in the moxibustion group and the medication group were decreased (P<0.01); compared with the medication group, the expressions of cytC, Tom20 protein in hippocampal CA1 area and PUMA protein in hippocampal tissue in the moxibustion group were decreased (P<0.05, P<0.01). CONCLUSION: Moxibustion could improve the cognitive function of VD rats, which may be related to reducing the expression of Bax, cytC, Tom20 and PUMA protein in hippocampal CA1 area, promoting the release of Bcl-2 and inhibiting the apoptosis of hippocampal neurons.


Subject(s)
Dementia, Vascular , Moxibustion , Animals , Apoptosis , Cognition , Dementia, Vascular/therapy , Hippocampus , Neurons , Rats , Rats, Sprague-Dawley
12.
Zhen Ci Yan Jiu ; 45(10): 781-8, 2020 Oct 25.
Article in Chinese | MEDLINE | ID: mdl-33788442

ABSTRACT

OBJECTIVE: To observe the effect of moxibustion on learning-memory ability and expression of hippocampal inflammatory factors and microtubule-associated protein doublecortin (DCX, a marker of neuronal regeneration) in vascular dementia (VD) rats, so as to explore its mechanisms underlying improvement of VD. METHODS: SD rats were randomly divided into normal control, sham operation, VD model, moxibustion and medication groups (n=15 rats in each group). The VD model was established by repeated occlusion of the bilateral common carotid arteries and reperfusion. Moxibustion was applied to "Guanyuan" (CV4), "Mingmen" (GV4) and "Dazhui"(GV14) for 15 min, once a day, 6 days a week for 4 weeks. Rats of the medication group were treated by gavage of Nimodipine (2mg·kg-1·d-1) 3 times daily for 4 weeks. Morris water maze test was used to detect the average escape latency of location navigation tasks for assessing the rats' learning-memory ability. H.E. staining was used to detect histopathological changes of the hippocampus tissue. The number of DCX-positive neurons (DCX/NeuN co-expression) in the dentate gyrus (DG) region of hippocampus was counted under microscope after immunofluorescence double staining, the immunoactivity of hippocampal DCX detected by using immunohistochemistry stain and the expression of DCX, TNF-α, IL-1ß, MPO, NF-κB p65 and IL-6 proteins in the hippocampus tissue detected using Western blot. RESULTS: Following modeling, the average escape latency was significantly longer in the model group than in the normal control and sham operation groups (P<0.01), and notably shorter in both the moxibustion and medication groups than in the model group after the treatment (P<0.01, P<0.05). The number of DCX-positive neurons, and the expression levels of DCX, TNF-α, IL-1ß, MPO, NF-κB p65 and IL-6 proteins in the hippocampus were significantly increased in the model group in comparison with the normal control and sham operation groups (P<0.01, P<0.05). After the interventions and in comparison with the model group, the number of DCX-positive neurons and the expression level of DCX were further up-regulated in both moxibustion and medication groups (P<0.01), while the expression levels of hippocampal TNF-α, IL-1ß, MPO, NF-κB p65 and IL-6 proteins were considerably down-regulated in the moxibustion and medication groups (P<0.01). The effect of moxibustion was weaker than that of medication in down-regulating the expression of TNF-α,MPO, NF-κB p65, IL-6 and IL-1ß, and in up-regulating DCX-positive neuron number and DCX expression (P<0.05, P<0.01). H.E. staining showed loose arrangement of neurons (with vague neuronal membrane in some cells), uneven organelle chromatin, disappearance of partial nucleolus, necrocytosis, and infiltration of small number of lymphocytes after modeling, which was relatively milder in both moxibustion and medication groups. CONCLUSION: Moxibustion can improve learning-memory ability in VD rats, which may be related to its effect in down-regulating the expression of inflammatory factors and up-regulating the expression of DCX to promote neuronal repair and regeneration.


Subject(s)
Dementia, Vascular , Moxibustion , Animals , Dementia, Vascular/genetics , Dementia, Vascular/therapy , Doublecortin Protein , Hippocampus , Microtubule-Associated Proteins/genetics , Rats , Rats, Sprague-Dawley
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