1.Intelligent Recognition of Phlegm-Dampness Syndrome in Hypertension Based on Multimodal Feature Fusion
Yingfei LIU ; Wei SHI ; Quan LIU ; Ying YANG ; Xin GAO
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(8):2183-2191
Objective To construct a diagnostic model for phlegm-dampness syndrome in hypertension based on multimodal feature fusion.Methods Clinical text information(physiological/lifestyle data,symptoms,pulse characteristics)and tongue image data were collected from 261 hypertension patients.For clinical text data,statistical analyses,including ANOVA,Mann-Whitney U test,and Chi-square test,were performed to identify significant features(P<0.05),which were incorporated into a clinical text-based diagnosis model(CTDM)using a multilayer perceptron algorithm.For tongue images,a tongue image-based diagnosis model(TIDM)was constructed based on channel attention mechanisms and residual networks.A multimodal diagnostic model(MDM)was built by fusing clinical text and tongue image features using a feature concatenation method.The diagnostic performance of each model was evaluated using five-fold cross-validation with the area under the receiver operating characteristic curve(AUC),accuracy,specificity,and sensitivity.Results Seven clinical text features,including physiological/lifestyle factors(disease duration,body mass index),symptoms(chest tightness,loss of appetite,excessive phlegm),and pulse characteristics(slippery pulse,damp pulse),were identified as risk factors for phlegm-dampness syndrome in hypertension.The AUC of the CTDM was 0.831±0.021,the AUC of the TIDM was 0.878±0.035,and the MDM achieved an AUC of 0.972±0.015.Conclusion The multimodal diagnostic model that integrates clinical text and tongue image features demonstrates high diagnostic accuracy and provides valuable guidance for AI-assisted diagnosis of phlegm-dampness syndrome in hypertension.
2.Intelligent Recognition of Phlegm-Dampness Syndrome in Hypertension Based on Multimodal Feature Fusion
Yingfei LIU ; Wei SHI ; Quan LIU ; Ying YANG ; Xin GAO
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(8):2183-2191
Objective To construct a diagnostic model for phlegm-dampness syndrome in hypertension based on multimodal feature fusion.Methods Clinical text information(physiological/lifestyle data,symptoms,pulse characteristics)and tongue image data were collected from 261 hypertension patients.For clinical text data,statistical analyses,including ANOVA,Mann-Whitney U test,and Chi-square test,were performed to identify significant features(P<0.05),which were incorporated into a clinical text-based diagnosis model(CTDM)using a multilayer perceptron algorithm.For tongue images,a tongue image-based diagnosis model(TIDM)was constructed based on channel attention mechanisms and residual networks.A multimodal diagnostic model(MDM)was built by fusing clinical text and tongue image features using a feature concatenation method.The diagnostic performance of each model was evaluated using five-fold cross-validation with the area under the receiver operating characteristic curve(AUC),accuracy,specificity,and sensitivity.Results Seven clinical text features,including physiological/lifestyle factors(disease duration,body mass index),symptoms(chest tightness,loss of appetite,excessive phlegm),and pulse characteristics(slippery pulse,damp pulse),were identified as risk factors for phlegm-dampness syndrome in hypertension.The AUC of the CTDM was 0.831±0.021,the AUC of the TIDM was 0.878±0.035,and the MDM achieved an AUC of 0.972±0.015.Conclusion The multimodal diagnostic model that integrates clinical text and tongue image features demonstrates high diagnostic accuracy and provides valuable guidance for AI-assisted diagnosis of phlegm-dampness syndrome in hypertension.
3.3D Scanning for Pre Operative Design for Expanded Flap
Yingfei SUN ; Wenzheng XIA ; Yashan GAO ; Zhouxiao LI ; Haizhou LI ; Jiayi MAO ; Tao ZAN ; Qingfeng LI
Journal of Clinical Surgery 2024;32(12):1246-1249
Objective To evaluate the value of three-dimensional scanning technology in the preoperative design of tissue expansion procedures,with the expectation of making objective and accurate judgments regarding the timing of the second-stage expanded flap transfer surgery for patients,in order to avoid insufficient or excessive expanded flap areas.Methods From April 2024 to September 2024,we treated 10 patients who planned to undergo local tissue expansion for head and neck reconstruction.We utilized the Vectra WB360 three-dimensional imaging device to measure the wound defect area,the base area of the expander,and the expanded flap area in these patients,and compared these measurements with intraoperative results to assess the accuracy of this technology in guiding tissue expansion surgery.Results In 10 cases,the surface area of the expander(expansion skin area),the base area of the expander,and the lesion area were measured using the Vectra WB360 3D imaging device,with average measurements of(539.3±268.4)cm2,(157.0±78.13)cm2,and(252.8±141.6)cm2.Intraoperative actual measurements were(470.7±230.4)cm2,(159.9±83.2)cm2,and(241.7±134.1)cm2.Statistical analysis revealed no significant differences between the device-measured base area of the expander and lesion area compared to the intraoperative actual measurements(P>0.05).The device-measured expanded skin area was greater than the intraoperative flap area(P<0.05),which is associated with the retraction of the expanded skin after the removal of the expander.During the opearation,the flaps were able to completely cover the wound,and all flaps survived postoperatively.Follow-up at 1 to 6 months indicated good recovery of the surgical site's appearance and function,with a high level of patient satisfaction.Conclusion The Vectra WB360 three-dimensional imaging device significantly improves the accuracy of preoperative flap area estimation,optimizes surgical planning,and thereby enhances the success rate of expanded skin flap surgery.
4.3D Scanning for Pre Operative Design for Expanded Flap
Yingfei SUN ; Wenzheng XIA ; Yashan GAO ; Zhouxiao LI ; Haizhou LI ; Jiayi MAO ; Tao ZAN ; Qingfeng LI
Journal of Clinical Surgery 2024;32(12):1246-1249
Objective To evaluate the value of three-dimensional scanning technology in the preoperative design of tissue expansion procedures,with the expectation of making objective and accurate judgments regarding the timing of the second-stage expanded flap transfer surgery for patients,in order to avoid insufficient or excessive expanded flap areas.Methods From April 2024 to September 2024,we treated 10 patients who planned to undergo local tissue expansion for head and neck reconstruction.We utilized the Vectra WB360 three-dimensional imaging device to measure the wound defect area,the base area of the expander,and the expanded flap area in these patients,and compared these measurements with intraoperative results to assess the accuracy of this technology in guiding tissue expansion surgery.Results In 10 cases,the surface area of the expander(expansion skin area),the base area of the expander,and the lesion area were measured using the Vectra WB360 3D imaging device,with average measurements of(539.3±268.4)cm2,(157.0±78.13)cm2,and(252.8±141.6)cm2.Intraoperative actual measurements were(470.7±230.4)cm2,(159.9±83.2)cm2,and(241.7±134.1)cm2.Statistical analysis revealed no significant differences between the device-measured base area of the expander and lesion area compared to the intraoperative actual measurements(P>0.05).The device-measured expanded skin area was greater than the intraoperative flap area(P<0.05),which is associated with the retraction of the expanded skin after the removal of the expander.During the opearation,the flaps were able to completely cover the wound,and all flaps survived postoperatively.Follow-up at 1 to 6 months indicated good recovery of the surgical site's appearance and function,with a high level of patient satisfaction.Conclusion The Vectra WB360 three-dimensional imaging device significantly improves the accuracy of preoperative flap area estimation,optimizes surgical planning,and thereby enhances the success rate of expanded skin flap surgery.
5.Expression of lncRNA LINC01001 in breast cancer and its effect on proliferation of MCF-7 cells
MEI Hong ; LI Changen ; YANG Liang ; GAO Yingfei
Chinese Journal of Cancer Biotherapy 2018;25(2):158-162
[Abstract] Objective: To investigate the expression of long non-coding RNA LINC01001 in breast cancer tissues and its effect on the proliferation of breast cancer MCF-7 cells. Methods: The expression levels of lncRNA LINC01001 were analyzed in 12 cases of cancer and para-cancer tissues from breast cancer patients, who underwent surgical resection in Affiliated People’s Hospital of Hubei University of Medicine from March 2016 to June 2017. The plasmid over-expressing LINC01001 was transfected into human breast cancer MCF-7 cells. The cell cycle distribution and proliferation ability of MCF-7 cells were detected by flow cytometry and MTT assay, respectively. The mRNA expressions of miR-485-5p and CDKN1A mRNA were detected by qRT-PCR, and the protein expressions of CDKN1A, CDK4, CDK6 and Cyclin D1 were detected by Western blotting. Results: The expression level of lncRNA LINC01001 in breast cancer tissues was lower than that in para-cancer tissues (P<0.01). LINC01001 recombinant plasmid transfection significantly inhibited cell cycle progression (P<0.05) and cell proliferation (P<0.05) of MCF-7 cells. qRT-PCR showed that the expression level of miR-485-5p was decreased (P<0.01) and the expression level of CDKN1A mRNA was increased (P<0.01) after over-expressing LINC01001. Western blot results confirmed that over-expression of LINC01001 could promote the expression of CDKN1A protein, but decrease the expressions of CDK4, CDK6 and Cyclin D1 proteins. Conclusion: The expression of LINC01001 in breast cancer tissues was decreased. LINC01001 may down-regulate the expression of miR-485-5p to up-regulate the expression of CDKN1A, and further to inhibit the proliferation of breast cancer MCF-7 cells, providing experimental basis for the clinical application of lncRNA.
6.Expression of lncRNA RP3-340N1.2 in breast cancer tissues and its effect on proliferation and migration of MCF-7 cells
MEI Hong ; GAO Yingfei ; DU Zhengwen ; PAN Xufeng ; SUN Li
Chinese Journal of Cancer Biotherapy 2018;25(12):1303-1307
Objective: To observe the expression of long-chain non-coding RNA (lncRNA) RP3-340N1.2 in breast cancer tissues and its effect on proliferation and migration of breast cancer MCF-7 cells, and to explore the possible mechanism. Methods: 13 pairs of breast cancer tissues and adjacent tissues from breast cancer patients, who underwent radical surgery at the Cancer Center of theAffiliated People’s Hospital of Hubei University of Medicine from Jan. 2017 to Sep. 2017, were collected for this study. qRT-PCR was used to detect the differential expression of RP3-340N1.2 in collected tissue samples and breast cancer cell lines and normal breast epithelial cell line. RP3-340N1.2 plasmid (experimental group) and the negative control plasmid (control group) were transfected into breast cancer MCF-7 cells using Lipofectamine 3000. Cell counting (CCK-8) and Transwell migration assay were used to examine the effect of RP3-340N1.2 over-expression on proliferation and migration of MCF7 cells, the effect of RP3-340N1.2 over-expression on the mRNA expression of miR-134-5p and OPCML was detected by qRT-PCR, and Western blotting was used to detect the expression of OPCML protein. Results: The expression of RP3-340N1.2 in breast cancer tissues was significantly lower than that in adjacent tissues ( P <0.01), and the expression of RP3-340N1.2 in breast cancer cell lines was significantly lower than that in normal breast epithelial cells ( P < 0.01). Up-regulation of RP3-340N1.2 decreased the proliferation and migration of MCF7 cells (all P <0.05). After over-expression of RP3-340N1.2 in MCF7 cells, the expression of miR-134-5p obviously decreased ( P <0.01); moreover, the mRNA and protein expressions of OPCML significantly increased ( P <0.01) while the expressions of cell cycle regulatory proteins (CDK4, Cyclin D2) and cell migration regulatory proteins (Vimentin and N-cadherin) decreased significantly (all
P <0.01). Conclusion: RP3-340N1.2 is low expressed in breast cancer tissues and cell lines. Up-regulation of RP3-340N1.2 expression can lead to decreased expression of miR-1345p and increased expression of OPCML gene, thereby inhibiting the proliferation and migration of breast cancer cells.
7.Analyses of Lp(a) in Serum with Three Methods
Xiaohong CHEN ; Hongying YANG ; Yingfei GAO ; Chengfeng YANG
Journal of Kunming Medical University 1990;0(02):-
Objective To investigate the changes of Lp(a) in serum with three methods.Methods Using three regents to analyze 30 cases Lp(a) in serum.Results The level of 30 cases Lp(a) in serum is different with three methods,P 0.95 and P
8.THE MECHANISMS OF ASTROCYTES MODULATING NEURONS IN RAT SUPRAOPTIC NUCLEUS INDUCED BY HYPOTONIC STIMULATION
Bei GAO ; Li DUAN ; Shan JIANG ; Yingfei XIONG ; Rong CAO ; Xinhong WANG ; Yan XU ; Zhiren RAO
Acta Anatomica Sinica 1955;0(03):-
Objective To investigate the mechanisms of astrocytes modulating neurons in rat supraoptic nucleus induced by hypotonic stimulation and the effect of 6-aminomethyl-3-methyl-4H-1,2,4-benzothiadiazine-1,1dioxide HCl(TAG,a antagonist for taurine) or carbenoxolone(CBX,a gap junction blocker)on the responses of astrocytes and neurons in SON.Methods Adult male Sprague-Dawley rats were divided into four groups: the control group was injected with 5.5ml/kg 0.9% NaCl solution into the caudal vein;the hypotonic group was injected with 5.5 ml/kg hypo-saline(0.83% glucose plus 0.3% NaCl);TAG + hypotonic and CBX + hypotonic groups were injected with TAG(100?mol/L) or CBX(10g/L) into the lateral ventricle respectively,and were injected 2 hours later with hypotonic saline into the caudal vein.With anti-Fos,anti-vasopressin(VP),anti-glycine receptor(GlyR),anti-glial fibrillary acidic protein(GFAP) and anti-connexin43(Cx43) immunofluorescent staining methods,the responses of neurons and astrocytes in SON were studied.Results In control rats,Fos-,VP-,and GlyR-expression in the neurons and GFAP-or Cx43-expression in the astrocytes were lower.In hypotonic rats,GFAP-,Cx43-and GlyR signals were more than those in control rats,while Fos-and VP-signals were less.Compared with those in hypotonic rats in TAG + hypotonic or CBX + hypotonic rats,GFAP-and Cx43-signals in the astrocytes were the same,GlyR-signals in the neurons decreased,and Fos-and VP-signals increased.Conclusion Hypotonic stimulation activates SON astrocytes,which then release taurine through gap junction signaling to the neurons and inhibit the release of VP from the neurons.

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