1.Cryopreservation of small-volume red blood cells: evaluation of blood group antigen reactivity and its application value
Yaling ZHAO ; Yanxia WANG ; Ziye WANG ; Siyu MA ; Wei SHAO ; Yuanyuan ZHANG ; Xin JIANG ; Jia GAN
Chinese Journal of Blood Transfusion 2025;38(3):352-357
[Objective] To establish a cryopreservation protocol for small-volume (≤1 mL) red blood cells (RBCs) and to evaluate the reactivity and stability of blood group antigens after cryopreservation, so as to explore its potential application in immunohematology reference laboratories. [Methods] Small-volume RBCs were cryopreserved for 120 days, followed by thawing and deglycerolization to restore the RBC components. The quality of the RBCs was assessed. Serum antibodies were serially diluted and reacted with RBCs before and after cryopreservation, and agglutination scores were recorded to quantitatively evaluate the reactivity and stability of blood group antigens such as Rh, Duffy, Lewis, Kidd, M, and H. Flow cytometry was used to analyze the percentage and mean fluorescence intensity of ABO antigen expression on RBCs before and after cryopreservation to assess the usability of cryopreserved RBCs in flow immunophenotyping and blood group subtype studies. [Results] The hemolysis rate of thawed and deglycerolized RBCs was (0.27±0.10)%, with a supernatant free hemoglobin level of (0.52±0.14) g/L, and the RBC recovery rate was (69.12±7.91)%. The direct antiglobulin test (DAT) was negative for all thawed RBCs. There was no difference in the reactivity of blood group antigens before and after cryopreservation, and no difference in the percentage and mean fluorescence intensity of A and B antigen expression on RBCs before and after cryopreservation. [Conclusion] The small-volume RBC cryopreservation protocol can be applied to immunohematology analysis in reference laboratories and is expected to be widely used in blood group identification, antibody screening, identification, and blood group-related research.
2.Exploring the Thinking of Diarrhea Type Irritable Bowel Syndrome Based on"Ascending Qi Mechanism,Regulating the Middle-Jiao,and Nourishing Vital Energy"
Yucheng FANG ; Haoran CHU ; Ziye WANG
Journal of Zhejiang Chinese Medical University 2024;48(6):695-698
[Objective]To summarize Professor CHU Haoran's understanding and treatment experience on diarrhea type irritable bowel syndrome(IBS-D).[Methods]Through clinical study with teachers,consulting ancient books and combining modern literature research,summarize the understanding and treatment ideas of Professor CHU for IBS-D,clarify the basic diagnosis and treatment rules of the disease,and provide a clinical medical case as evidence.[Results]Professor CHU believes that disordered movement of Qi in the middle-Jiao is the core pathomechanism of IBS-D.He advocates for the treatment principle of"ascending Qi mechanism,regulating the middle-Jiao,and nourishing vital energy".The acupoint Tianshu(ST25)is considered the focal point,complemented by Zhongwan(CV12),Zhangmen(LR13),Shangjuxu(ST37),Dachangshu(BL25),and Zusanli(ST36)to regulating the middle-Jiao.This is paired with the needling technique of"Dragon and Tiger battle"to assist in facilitating the flow of Qi in the middle-Jiao.A key selection is"Baihui(DU20)-Neiguan(PC6)"to regulate the clear Qi,comb the mind and spirit located in the head,and elevate the overall movement of Qi.Additionally,"Guanyuan(RN4)-Zusanli(ST36)"are used to firm the foundation and cultivate the primal Qi,supplementing the innate vital energy.In a case study,the patient was diagnosed with syndrome differentiation of spleen and stomach deficiency,with concurrent restlessness of the heart spirit and signs of deficient Yang Qi.Professor CHU treated the patient by using the method of raising the clear Qi,managing the middle-Jiao,and nourishing vital energy,supplementing the postnatal to nourish the prenatal while calming the spirit,resulting in significant effects.[Conclusion]In clinical practice,Professor CHU modifies acupoints according to syndrome differentiation.By integrating groups of acupoints,he facilitates the beneficial ascent and descent of Qi within the middle-Jiao,creating a distinctive"regulating the middle and restoring the vital energy"diagnostic and treatment system for IBS-D,which provides a new approach to the clinical treatment of IBS-D.
3.UPLC-Q/TOF-MSE Analysis of the Chemical Composition of Jiangshan Polygonatum Sibiricum and Its Antioxidant and Anti-inflammatory Activities
Ziye XU ; Youliang WU ; Yihuan WANG
Journal of Zhejiang Chinese Medical University 2024;48(7):761-774
[Objective]To investigate the chemical compositions,antioxidant and anti-inflammatory activities of Jiangshan Polygonatum sibiricum alcoholic extract(PSAE)in vitro.[Methods]The chemical compositions of PSAE were identified by ultra performance liquid chromatography-quadrupole time-of-flight mass spectrometry(UPLC-Q/TOF-MSE),its antioxidant activity was studied,and in vitro experiments were conducted to determine its effect on lipopolysaccharide(LPS)-induced THP-1 cells.Molecular docking was further used to validate the results.[Results]PSAE contained 17 chemical compositions,including 5 flavonoids,5 saponins,3 lignans,1 phenolic acid,1 steroid and 2 other compositions.In vitro experiments showed that PSAE possessed great antioxidant activity.Besides,PSAE could increase the viability of LPS-induced THP-1 cells,significantly decrease the levels of tumor necrosis factor-α(TNF-α)and interleukin-1β(IL-1β)in cell supernatants and the expression of NOD-like receptor thermal protein domain associated protein 3(NLRP3),apoptosis-associated speck-like protein containing CARD(ASC)and cysteinyl aspartate specific proteinase-1(Caspase-1).Molecular docking results showed that 16 of the 17 chemical compositions detected in PSAE had good docking activities with the core targets of NLRP3,ASC and Caspase-1.[Conclusion]PSAE has great antioxidant and anti-inflammatory activities,and the main active compositions may be flavonoids and saponins.
4.Exploration and Analysis of Professor CHU Haoran's Clinical Experience in the Diagnosis and Treatment of Chronic Atrophic Gastritis Using the"Five Methods for Treating Middle-Jiao"
Ziye WANG ; Haoran CHU ; Lumin LIAO
Journal of Zhejiang Chinese Medical University 2024;48(10):1244-1248
[Objective]To summarize Professor CHU Haoran's clinical experience in using the"five methods of middle-Jiao"to treat chronic atrophic gastritis.[Method]By clinical follow-up learning,reading carefully Professor CHU Haoran's medical cases related to the treatment of chronic atrophic gastritis,summarizing Professor CHU's understanding of this disease,and analyzing the essence of Professor CHU's use of the five methods for treating middle-Jiao,it provides one case study for fur-ther research.[Result]Professor CHU believes that spleen deficiency is the fundamental cause of chronic atrophic gastritis,based on this,and then influenced by internal and external evil Qi,there is a loss of balance in profit and loss,liver dys-function and laxity,abnormal absorption and transportation,imbalance of Yin and Yang,and stagnation of blood stasis,ulti-mately leading to an imbalance in the central energizer.In the treatment,putting tonifying method first,the five methods of"warming,strengthening,enlivening,moistening and dispersing the middle-Jiao"are established,simplifying the use of acu-puncture and moxibustion and traditional Chinese medicine to achieve balance in clinical practice.The case was acid vomiting caused by disharmony of the liver and stomach.The treatment used the method of promoting Qi and strengthening middle-Jiao to soothe the liver and regulate the stomach,combined with acupuncture techniques to alleviate pain,restore balance of the middle-Jiao,and ultimately achieved good results.[Conclusion]Professor CHU's treatment of chronic atrophic gastritis empha-sizes starting from the middle-Jiao,based on syndrome differentiation,acupuncture acupoint selection and acupuncture manipu-lation,in order to regulate the Qi and blood of the whole body.The therapeutic effect is stable and distinctive,which is wor-thy of promotion and in-depth study.
5.A single-center retrospective study of salvage allogeneic hematopoietic stem cell transplantation pretreated with MeCBA regimen for refractory/relapsed acute myeloid leukemia
Fangfang YUAN ; Yongqi WANG ; Minghui LI ; Gangping LI ; Ziye LI ; Ruihua MI ; Qingsong YIN ; Yuewen FU ; Xudong WEI
Chinese Journal of Hematology 2024;45(5):500-504
Thirty refractory relapsed acute myeloid leukemia (R/R AML) patients who received salvage allo-HSCT with MeCBA conditioning regimen from January 2018 to June 2022 at Henan Cancer Hospital were included, and their clinical data were reviewed. There were 16 males and 14 females among the 30 patients with a median age of 37 (16-53) years. There were 3 sibling allograft donor transplants, 1 unrelated donor transplant, and 26 haplotype transplants. The median course of pre-transplant chemotherapy was 4 (3-22). The time of neutrophil engraftment was 14 (9-22) days and 18 (10-40) days for platelet. The 30-day cumulative incidence of neutrophil engraftment was 100% and the 100-day cumulative incidence of platelet engraftment was 96.7% (95% CI 85.4% -97.5% ). 22 (73.3% ) patients experienced grade 1-2 gastrointestinal reactions, and there was no grade 3-4 organ toxicity. With a median follow-up of 37.1 months, the overall survival (OS) rate, event-free survival (EFS) rate, cumulative recurrence rate (CIR), and non-recurrence mortality (NRM) rate at 3 years after transplantation were 70.0% (95% CI 50.3% -83.1% ), 65.3% (95% CI 44.8% -79.8% ), 21.2% (95% CI 9.2% -44.4% ) and 16.7% (95% CI 7.3% -35.5% ), respectively.
6.Molecular biological mechanism of acquired heterotopic ossification
Yang XIONG ; Shibo ZHOU ; Xing YU ; Lianyong BI ; Jizhou YANG ; Fengxian WANG ; Yi QU ; Yongdong YANG ; Dingyan ZHAO ; He ZHAO ; Ziye QIU ; Guozheng JIANG
Chinese Journal of Tissue Engineering Research 2024;28(30):4881-4888
BACKGROUND:Heterotopic ossification is a dynamic growth process.Diverse heterotopic ossification subtypes have diverse etiologies or induction factors,but they exhibit a similar clinical process in the intermediate and later phases of the disease.Acquired heterotopic ossification produced by trauma and other circumstances has a high incidence. OBJECTIVE:To summarize the molecular biological mechanisms linked to the occurrence and progression of acquired heterotopic ossification in recent years. METHODS:The keywords"molecular biology,heterotopic ossification,mechanisms"were searched in CNKI,Wanfang,PubMed,Embase,Web of Science,and Google Scholar databases for articles published from January 2016 to August 2022.Supplementary searches were conducted based on the obtained articles.After the collected literature was screened,131 articles were finally included and summarized. RESULTS AND CONCLUSION:(1)The occurrence and development of acquired heterotopic ossification is a dynamic process with certain concealment,making diagnosis and treatment of the disease difficult.(2)By reviewing relevant literature,it was found that acquired heterotopic ossification involves signaling pathways such as bone morphogenetic protein,transforming growth factor-β,Hedgehog,Wnt,and mTOR,as well as core factors such as Runx-2,vascular endothelial growth factor,hypoxia-inducing factor,fibroblast growth factor,and Sox9.The core mechanism may be the interaction between different signaling pathways,affecting the body's osteoblast precursor cells,osteoblast microenvironment,and related cytokines,thereby affecting the body's bone metabolism and leading to the occurrence of acquired heterotopic ossification.(3)In the future,it is possible to take the heterotopic ossification-related single-cell osteogenic homeostasis as the research direction,take the osteoblast precursor cells-osteogenic microenvironment-signaling pathways and cytokines as the research elements,explore the characteristics of each element under different temporal and spatial conditions,compare the similarities and differences of the osteogenic homeostasis of different types and individuals,observe the regulatory mechanism of the molecular signaling network of heterotopic ossification from a holistic perspective.It is beneficial to the exploration of new methods for the future clinical prevention and treatment of heterotopic ossification.(4)Meanwhile,the treatment methods represented by traditional Chinese medicine and targeted therapy have become research hotspots in recent years.How to link traditional Chinese medicine with the osteogenic homeostasis in the body and combine it with targeted therapy is also one of the future research directions.(5)At present,the research on acquired heterotopic ossification is still limited to basic experimental research and the clinical prevention and treatment methods still have defects such as uncertain efficacy and obvious side effects.The safety and effectiveness of relevant targeted prevention and treatment drugs in clinical application still need to be verified.Future research should focus on clinical prevention and treatment based on basic experimental research combined with the mechanism of occurrence and development.
7.Transcriptomics combined with proteomics to analyze the signaling pathway of EGFL9 gene affecting the proliferation, invasion and migration of hepatocellular carcinoma
Longcheng ZHAO ; Ziye LI ; Fan WU ; Bailin WANG
Chinese Journal of Hepatobiliary Surgery 2024;30(2):130-136
Objective:Transcriptomics combined with proteomics was used to analyze the potential signaling pathways of epidermal growth factor-like domain 9 (EGFL9) affecting the proliferation, invasion and migration of hepatocellular carcinoma.Methods:RNA interference technique was used to build hepatocellular carcinoma cell line with EGFL9 Huh-7 gene knockdown, the control group (NC group) and experimental group (KD group), each group of three samples, were performed the transcriptome and proteomics analysis, screening differences genes and proteins, to express the correlation analysis, cluster analysis, and subsequently gene ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) were used for gene function and pathway annotation enrichment analysis, respectively.Results:Based on omics analysis, there were 8 335 different genes in KD group compared with NC group, among which 4 207 were up-regulated and 4 128 were down-regulated. There were 298 different proteins, of which 188 were up-regulated and 110 down-regulated. Based on the combined analysis of the two omics, 213 differentially expressed genes were found. Among them, the top three common differentially expressed genes at the level of transcription and translation were transferrin receptor 2 (TFR2), annexin A1 (ANXA1) and solute carrier family 38 member 2(SLC38A2). The common differentially expressed genes were significantly enriched in cell cycle signaling pathway, amino acid biosynthesis pathway, p53 signaling pathway and glycolysis/gluconeogenesis signaling pathway.Conclusion:EGFL9 may participate in the regulation of cell function of hepatocellular carcinoma cells by regulating the expression of TFR2, ANXA1, LC38A2 and other genes, and may play a role through the regulation of cell cycle and other molecular signaling pathways.
8.The influence of knocking down the expression of low-density lipoprotein receptor associated proteins on the vascular abnormalities in hepatocellular carcinoma and its mechanisms
Qiang WU ; Linlin ZHAN ; Yu WANG ; Yuchao HE ; Lu CHEN ; Ziye CHEN ; Guangtao LI ; Dongming LIU ; Xu BAO ; Xiaomeng LIU ; Hua GUO ; Tianqiang SONG
Chinese Journal of Oncology 2024;46(5):399-408
Objectives:To investigate the effect of the expression of low-density lipoprotein receptor associated protein (LDLR) on the vascular abnormalities in hepatocellular carcinoma (HCC) and its mechanisms.Methods:Based on the information of Oncomine Cancer GeneChip database, we analyzed the correlation between the expression level of LDLR and the expression level of carcinoembryonic antigen (CEA) and CD31 in hepatocellular carcinoma tissues. Lentiviral transfection of short hairpin RNA target genes was used to construct LDLR-knockdown MHCC-97H and HLE hepatocellular carcinoma cells. The differential genes and their expression level changes in LDLR-knockdown hepatocellular carcinoma cells were detected by transcriptome sequencing, real-time fluorescence quantitative polymerase chain reaction, and protein immunoblotting. The gene-related signaling pathways that involve LDLR were clarified by enrichment analysis. The effect of LDLR on CEA was assessed by the detection of CEA content in conditioned medium of hepatocellular carcinoma cells. Angiogenesis assay was used to detect the effect of LDLR on the angiogenic capacity of human umbilical vein endothelial cells, as well as the role of CEA in the regulation of angiogenesis by LDLR. Immunohistochemical staining was used to detect the expression levels of LDLR in 176 hepatocellular carcinoma tissues, and CEA and CD31 in 146 hepatocellular carcinoma tissues, and analyze the correlations between the expression levels of LDLR, CEA, and CD31 in the tissues, serum CEA, and alanine transaminase (ALT).Results:Oncomine database analysis showed that the expressions of LDLR and CEA in the tissues of hepatocellular carcinoma patients with portal vein metastasis were negatively correlated ( r=-0.64, P=0.001), whereas the expressions of CEA and CD31 in these tissues were positively correlated ( r=0.46, P=0.010). The transcriptome sequencing results showed that there were a total of 1 032 differentially expressed genes in the LDLR-knockdown group and the control group of MHCC-97H cells, of which 517 genes were up-regulated and 515 genes were down-regulated. The transcript expression level of CEACAM5 was significantly up-regulated in the cells of the LDLR-knockdown group. The Gene Ontology (GO) function enrichment analysis showed that the differential genes were most obviously enriched in the angiogenesis function. The Kyoto Encyclopedia of Genes and Genomes (KEGG) signaling pathway enrichment analysis showed that the relevant pathways involved mainly included the cellular adhesion patch, the extracellular matrix receptor interactions, and the interactions with the extracellular matrix receptors. The CEA content in the conditioned medium of the LDLR-knockdown group was 43.75±8.43, which was higher than that of the control group (1.15±0.14, P<0.001). The results of angiogenesis experiments showed that at 5 h, the number of main junctions, the number of main segments, and the total area of the lattice formed by HUVEC cells cultured with the conditioned medium of MHCC-97H cells in the LDLR-knockdown group were 295.3±26.4, 552.5±63.8, and 2 239 781.0±13 8211.9 square pixels, which were higher than those of the control group (113.3±23.5, 194.8±36.5, and 660 621.0±280 328.3 square pixels, respectively, all P<0.01).The number of vascular major junctions, the number of major segments, and the total area of the lattice formed by HUVEC cells cultured in conditioned medium with HLE cells in the LDLR-knockdown group were 245.3±42.4, 257.5±20.4, and 2 535 754.5±249 094.2 square pixels, respectively, which were all higher than those of the control group (113.3±23.5, 114.3±12.2, and 1 565 456.5±219 259.7 square pixels, respectively, all P<0.01). In the conditioned medium for the control group of MHCC-97H cells,the number of main junctions, the number of main segments, and the total area of the lattice formed by the addition of CEA to cultured HUVEC cells were 178.9±12.0, 286.9±12.3, and 1 966 990.0±126 249.5 spixels, which were higher than those in the control group (119.7±22.1, 202.7±33.7, and 1 421 191.0±189 837.8 square pixels, respectively). The expression of LDLR in hepatocellular carcinoma tissues was not correlated with the expression of CEA, but was negatively correlated with the expression of CD31 ( r=-0.167, P=0.044), the level of serum CEA ( r=-0.061, P=0.032), and the level of serum ALT (r=-0.147, P=0.05). The expression of CEA in hepatocellular carcinoma tissues was positively correlated with the expression of CD31 ( r=0.192, P=0.020). The level of serum CEA was positively correlated with the level of serum ALT ( r=0.164, P=0.029). Conclusion:Knocking down LDLR can promote vascular abnormalities in HCC by releasing CEA.
9.The influence of knocking down the expression of low-density lipoprotein receptor associated proteins on the vascular abnormalities in hepatocellular carcinoma and its mechanisms
Qiang WU ; Linlin ZHAN ; Yu WANG ; Yuchao HE ; Lu CHEN ; Ziye CHEN ; Guangtao LI ; Dongming LIU ; Xu BAO ; Xiaomeng LIU ; Hua GUO ; Tianqiang SONG
Chinese Journal of Oncology 2024;46(5):399-408
Objectives:To investigate the effect of the expression of low-density lipoprotein receptor associated protein (LDLR) on the vascular abnormalities in hepatocellular carcinoma (HCC) and its mechanisms.Methods:Based on the information of Oncomine Cancer GeneChip database, we analyzed the correlation between the expression level of LDLR and the expression level of carcinoembryonic antigen (CEA) and CD31 in hepatocellular carcinoma tissues. Lentiviral transfection of short hairpin RNA target genes was used to construct LDLR-knockdown MHCC-97H and HLE hepatocellular carcinoma cells. The differential genes and their expression level changes in LDLR-knockdown hepatocellular carcinoma cells were detected by transcriptome sequencing, real-time fluorescence quantitative polymerase chain reaction, and protein immunoblotting. The gene-related signaling pathways that involve LDLR were clarified by enrichment analysis. The effect of LDLR on CEA was assessed by the detection of CEA content in conditioned medium of hepatocellular carcinoma cells. Angiogenesis assay was used to detect the effect of LDLR on the angiogenic capacity of human umbilical vein endothelial cells, as well as the role of CEA in the regulation of angiogenesis by LDLR. Immunohistochemical staining was used to detect the expression levels of LDLR in 176 hepatocellular carcinoma tissues, and CEA and CD31 in 146 hepatocellular carcinoma tissues, and analyze the correlations between the expression levels of LDLR, CEA, and CD31 in the tissues, serum CEA, and alanine transaminase (ALT).Results:Oncomine database analysis showed that the expressions of LDLR and CEA in the tissues of hepatocellular carcinoma patients with portal vein metastasis were negatively correlated ( r=-0.64, P=0.001), whereas the expressions of CEA and CD31 in these tissues were positively correlated ( r=0.46, P=0.010). The transcriptome sequencing results showed that there were a total of 1 032 differentially expressed genes in the LDLR-knockdown group and the control group of MHCC-97H cells, of which 517 genes were up-regulated and 515 genes were down-regulated. The transcript expression level of CEACAM5 was significantly up-regulated in the cells of the LDLR-knockdown group. The Gene Ontology (GO) function enrichment analysis showed that the differential genes were most obviously enriched in the angiogenesis function. The Kyoto Encyclopedia of Genes and Genomes (KEGG) signaling pathway enrichment analysis showed that the relevant pathways involved mainly included the cellular adhesion patch, the extracellular matrix receptor interactions, and the interactions with the extracellular matrix receptors. The CEA content in the conditioned medium of the LDLR-knockdown group was 43.75±8.43, which was higher than that of the control group (1.15±0.14, P<0.001). The results of angiogenesis experiments showed that at 5 h, the number of main junctions, the number of main segments, and the total area of the lattice formed by HUVEC cells cultured with the conditioned medium of MHCC-97H cells in the LDLR-knockdown group were 295.3±26.4, 552.5±63.8, and 2 239 781.0±13 8211.9 square pixels, which were higher than those of the control group (113.3±23.5, 194.8±36.5, and 660 621.0±280 328.3 square pixels, respectively, all P<0.01).The number of vascular major junctions, the number of major segments, and the total area of the lattice formed by HUVEC cells cultured in conditioned medium with HLE cells in the LDLR-knockdown group were 245.3±42.4, 257.5±20.4, and 2 535 754.5±249 094.2 square pixels, respectively, which were all higher than those of the control group (113.3±23.5, 114.3±12.2, and 1 565 456.5±219 259.7 square pixels, respectively, all P<0.01). In the conditioned medium for the control group of MHCC-97H cells,the number of main junctions, the number of main segments, and the total area of the lattice formed by the addition of CEA to cultured HUVEC cells were 178.9±12.0, 286.9±12.3, and 1 966 990.0±126 249.5 spixels, which were higher than those in the control group (119.7±22.1, 202.7±33.7, and 1 421 191.0±189 837.8 square pixels, respectively). The expression of LDLR in hepatocellular carcinoma tissues was not correlated with the expression of CEA, but was negatively correlated with the expression of CD31 ( r=-0.167, P=0.044), the level of serum CEA ( r=-0.061, P=0.032), and the level of serum ALT (r=-0.147, P=0.05). The expression of CEA in hepatocellular carcinoma tissues was positively correlated with the expression of CD31 ( r=0.192, P=0.020). The level of serum CEA was positively correlated with the level of serum ALT ( r=0.164, P=0.029). Conclusion:Knocking down LDLR can promote vascular abnormalities in HCC by releasing CEA.
10.Preliminary study on thyroid ultrasound image restoration algorithm based on deep learning
Min ZHANG ; Chiming NI ; Jiaheng WEN ; Ziye DENG ; Haishan XU ; Haiya LOU ; Mei PAN ; Qiang LI ; Ling ZHOU ; Chuanju ZHANG ; Yu LING ; Jiaoni WANG ; Juanping CHEN ; Gaoang WANG ; Shiyan LI
Chinese Journal of Ultrasonography 2023;32(6):515-522
Objective:To explore the feasibility of deep learning-based restoration of obscured thyroid ultrasound images.Methods:A total of 358 images of thyroid nodules were retropectively collected from January 2020 to October 2021 at Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, and the images were randomly masked and restored using DeepFillv2. The difference in grey values between the images before and after restoration was compared, and 6 sonographers (2 chief physicians, 2 attending physicians, 2 residents) were invited to compare the rate of correctness of judgement and detection of image discrepancies. The ultrasound features of thyroid nodules (solid composition, microcalcifications, markedly hypoechoic, ill-defined or irregular margins, or extrathyroidal extensions, vertical orientation and comet-tail artifact) were extracted according to the Chinese Thyroid Imaging Reporting and Data System (C-TIRADS). The consistency of ultrasound features of thyroid nodules before and after restoration were compared.Results:The mean squared error of the images before and after restoration ranged from 0.274 to 0.522, and there were significant differences in the rate of correctness of judgement and detection of image discrepancies between physicians of different groups(all P<0.001). The overall accuracy rate was 51.95%, the overall detection rate was 1.79%, there were significant differences also within the chief physicians and resident groups (all P<0.001). The agreement rate of all ultrasound features of the nodules before and after image restoration was higher than 70%, over 90% agreement rate for features such as solid composition and comet-tail artifact. Conclusions:The algorithm can effectively repair obscured thyroid ultrasound images while preserving image features, which is expected to expand the deep learning image database, and promote the development of deep learning in the field of ultrasound images.

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