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Yi X, Zhou G, Fu Y, Wu J, Chen C, Zai H, He Q, Pang P, Zhou H, Gong G, Lei T, Tan F, Liu H, Li B, Chen BT. CT-based assessment of sarcopenia for differentiating wild-type from mutant-type gastrointestinal stromal tumor. Sci Rep 2023; 13:3216. [PMID: 36828845 PMCID: PMC9958176 DOI: 10.1038/s41598-022-27213-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 12/28/2022] [Indexed: 02/26/2023] Open
Abstract
Non-invasive prediction for KIT/PDGFRA status in GIST is a challenging problem. This study aims to evaluate whether CT based sarcopenia could differentiate KIT/PDGFRA wild-type gastrointestinal stromal tumor (wt-GIST) from the mutant-type GIST (mu-GIST), and to evaluate genetic features of GIST. A total of 174 patients with GIST (wt-GIST = 52) were retrospectively identified between January 2011 to October 2019. A sarcopenia nomogram was constructed by multivariate logistic regression. The performance of the nomogram was evaluated by discrimination, calibration curve, and decision curve. Genomic data was obtained from our own specimens and also from the open databases cBioPortal. Data was analyzed by R version 3.6.1 and clusterProfiler ( http://cbioportal.org/msk-impact ). There were significantly higher incidence (75.0% vs. 48.4%) and more severe sarcopenia in patients with wt-GIST than in patients with mu-GIST. Multivariate logistic regression analysis showed that sarcopenia score (fitted based on age, gender and skeletal muscle index), and muscle fat index were independent predictors for higher risk of wt-GIST (P < 0.05 for both the training and validation cohorts). Our sarcopenia nomogram achieved a promising efficiency with an AUC of 0.879 for the training cohort, and 0.9099 for the validation cohort with a satisfying consistency in the calibration curve. Favorable clinical usefulness was observed using decision curve analysis. The additional gene sequencing analysis based on both our data and the external data demonstrated aberrant signal pathways being closely associated with sarcopenia in the wt-GIST. Our study supported the use of CT-based assessment of sarcopenia in differentiating the wt-GIST from the mu-GIST preoperatively.
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Affiliation(s)
- Xiaoping Yi
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Central South University, Changsha, 410008, People's Republic of China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Changsha, 410008, Hunan, People's Republic of China
- Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Changsha, 410008, Hunan, People's Republic of China
| | - Gaofeng Zhou
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Yan Fu
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Jinchun Wu
- Department of Oncology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, People's Republic of China
| | - Changyong Chen
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Hongyan Zai
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Qiongzhi He
- Geneplus-Beijing Institute, Beijing, People's Republic of China
| | - Peipei Pang
- GE Healthcare, Hangzhou, 310000, People's Republic of China
| | - Haiyan Zhou
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Guanghui Gong
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Tianxiang Lei
- Department of General Surgery, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, People's Republic of China
| | - Fengbo Tan
- Department of General Surgery, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, People's Republic of China
| | - Heli Liu
- Department of General Surgery, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, People's Republic of China.
| | - Bin Li
- Department of Oncology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, Hunan, People's Republic of China.
| | - Bihong T Chen
- Department of Diagnostic Radiology, City of Hope National Medical Center, Duarte, CA, 91010, USA
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Chen R, Fu Y, Yi X, Pei Q, Zai H, Chen BT. Application of Radiomics in Predicting Treatment Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer: Strategies and Challenges. J Oncol 2022; 2022:1590620. [PMID: 36471884 PMCID: PMC9719428 DOI: 10.1155/2022/1590620] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 10/30/2022] [Accepted: 11/09/2022] [Indexed: 08/01/2023]
Abstract
Neoadjuvant chemoradiotherapy (nCRT) followed by total mesorectal excision is the standard treatment for locally advanced rectal cancer (LARC). A noninvasive preoperative prediction method should greatly assist in the evaluation of response to nCRT and for the development of a personalized strategy for patients with LARC. Assessment of nCRT relies on imaging and radiomics can extract valuable quantitative data from medical images. In this review, we examined the status of radiomic application for assessing response to nCRT in patients with LARC and indicated a potential direction for future research.
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Affiliation(s)
- Rui Chen
- Department of Radiology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Yan Fu
- Department of Radiology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Xiaoping Yi
- Department of Radiology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Qian Pei
- Department of Radiology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Hongyan Zai
- Department of Radiology, Xiangya Hospital, Central South University, Changsha 410008, Hunan, China
| | - Bihong T. Chen
- Department of Diagnostic Radiology, City of Hope National Medical Center, Duarte, CA, USA
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3
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Jiang W, Ou Z, Zhu Q, Zai H. RagC GTPase regulates mTOR to promote chemoresistance in senescence-like HepG2 cells. Front Physiol 2022; 13:949737. [PMID: 36267578 PMCID: PMC9577253 DOI: 10.3389/fphys.2022.949737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Accepted: 09/20/2022] [Indexed: 11/23/2022] Open
Abstract
Radiotherapy and chemotherapy can arrest cancer cells in a senescence-like state, which can lead to therapy resistance and cancer relapse. mTOR is hyperactivated in senescent cells but the mechanisms remain unclear. In this study, we examine the roles of several mTOR-regulated GTPases in senescence-like liver cancer cells and the mechanisms in drug resistance. We show that although RagC, Rheb, Rab1A, Rab5 and Arf1 GTPases were required for optimal mTOR activation in proliferating HepG2 cells, only RagC and Rheb are required in the senescence-like counterparts. Consistently, the drug resistance of the senescence-like HepG2 can be reduced by knocking down RagC and Rheb but not the other GTPases. Autophagic and lysosomal activity were increased in senescence-like cells; pharmacological inhibition of autophagy-lysosome decreased mTOR activity and preferentially sensitized senescence-like HepG2 cells to chemotherapy drugs including trametinib, cisplatin, and doxorubicin. In liver cancer patients, expression of RagC and Rheb but not other GTPases examined was associated with unfavorable prognosis. Our study therefore has defined a key role of Rag-Rheb GTPase in mediating mTOR activation and drug resistance in senescence-like HepG2 cells, which could have important implications in developing second-line treatments for liver cancer patients.
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Affiliation(s)
- Wei Jiang
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, Hunan, China
| | - Zhenglin Ou
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, Hunan, China
| | - Qin Zhu
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, Hunan, China
| | - Hongyan Zai
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
- National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, Hunan, China
- *Correspondence: Hongyan Zai,
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Zhang Z, Yi X, Pei Q, Fu Y, Li B, Liu H, Han Z, Chen C, Pang P, Lin H, Gong G, Yin H, Zai H, Chen BT. CT radiomics identifying non-responders to neoadjuvant chemoradiotherapy among patients with locally advanced rectal cancer. Cancer Med 2022; 12:2463-2473. [PMID: 35912919 PMCID: PMC9939108 DOI: 10.1002/cam4.5086] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 04/05/2022] [Accepted: 05/07/2022] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND AND PURPOSE Early detection of non-response to neoadjuvant chemoradiotherapy (nCRT) for locally advanced colorectal cancer (LARC) remains challenging. We aimed to assess whether pretreatment radiotherapy planning computed tomography (CT) radiomics could distinguish the patients with no response or no downstaging after nCRT from those with response and downstaging after nCRT. MATERIALS AND METHODS Patients with LARC who were treated with nCRT were retrospectively enrolled between March 2009 and March 2019. Traditional radiological characteristics were analyzed by visual inspection and radiomic features were analyzed through computational methods from the pretreatment radiotherapy planning CT images. Differentiation models were constructed using radiomic methods and clinicopathological characteristics for predicting non-response to nCRT. Model performance was assessed for classification efficiency, calibration, discrimination, and clinical application. RESULTS This study enrolled a total of 215 patients, including 151 patients in the training cohort (50 non-responders and 101 responders) and 64 patients in the validation cohort (21 non-responders and 43 responders). For predicting non-response, the model constructed with an ensemble machine learning method had higher performance with area under the curve (AUC) values of 0.92 and 0.89 as compared to the model constructed with the logistic regression method (AUC: 0.72 and 0.71 for the training and validation cohorts, respectively). Both decision curve and calibration curve analyses confirmed that the ensemble machine learning model had higher prediction performance. CONCLUSION Pretreatment CT radiomics achieved satisfying performance in predicting non-response to nCRT and could be helpful to assist in treatment planning for patients with LARC.
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Affiliation(s)
- Zinan Zhang
- Department of Radiology (Xiangya Hospital)Central South UniversityChangshaHunanP.R. China,Department of Gastroenterology (The Third Xiangya Hospital)Central South UniversityChangshaHunanP.R. China
| | - Xiaoping Yi
- Department of Radiology (Xiangya Hospital)Central South UniversityChangshaHunanP.R. China,National Engineering Research Center of Personalized Diagnostic and Therapeutic TechnologyXiangya HospitalChangshaHunanP.R. China,National Clinical Research Center for Geriatric Disorders (Xiangya Hospital)Central South UniversityChangshaHunanP.R. China,Hunan Key Laboratory of Skin Cancer and PsoriasisChangshaHunanP.R. China,Hunan Engineering Research Center of Skin Health and DiseaseChangshaHunanP.R. China
| | - Qian Pei
- Department of General Surgery (Xiangya Hospital)Central South UniversityChangshaHunanP.R. China
| | - Yan Fu
- Department of Radiology (Xiangya Hospital)Central South UniversityChangshaHunanP.R. China,National Engineering Research Center of Personalized Diagnostic and Therapeutic TechnologyXiangya HospitalChangshaHunanP.R. China
| | - Bin Li
- Department of Oncology (Xiangya Hospital)Central South UniversityChangshaHunanP.R. China
| | - Haipeng Liu
- Department of Radiology (Xiangya Hospital)Central South UniversityChangshaHunanP.R. China
| | - Zaide Han
- Department of Radiology (Xiangya Hospital)Central South UniversityChangshaHunanP.R. China
| | - Changyong Chen
- Department of Radiology (Xiangya Hospital)Central South UniversityChangshaHunanP.R. China
| | - Peipei Pang
- Department of Pharmaceuticals and DiagnosisGE HealthcareChangshaP.R. China
| | - Huashan Lin
- Department of Pharmaceuticals and DiagnosisGE HealthcareChangshaP.R. China
| | - Guanghui Gong
- Department of Pathology, Xiangya HospitalCentral South UniversityChangshaHunanP.R. China
| | - Hongling Yin
- Department of Pathology, Xiangya HospitalCentral South UniversityChangshaHunanP.R. China
| | - Hongyan Zai
- Department of General Surgery (Xiangya Hospital)Central South UniversityChangshaHunanP.R. China
| | - Bihong T. Chen
- Department of Diagnostic RadiologyCity of Hope National Medical CenterDuarteCaliforniaUSA
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Mao Y, Pei Q, Fu Y, Liu H, Chen C, Li H, Gong G, Yin H, Pang P, Lin H, Xu B, Zai H, Yi X, Chen BT. Pre-Treatment Computed Tomography Radiomics for Predicting the Response to Neoadjuvant Chemoradiation in Locally Advanced Rectal Cancer: A Retrospective Study. Front Oncol 2022; 12:850774. [PMID: 35619922 PMCID: PMC9127861 DOI: 10.3389/fonc.2022.850774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Accepted: 04/01/2022] [Indexed: 11/26/2022] Open
Abstract
Background and Purpose Computerized tomography (CT) scans are commonly performed to assist in diagnosis and treatment of locally advanced rectal cancer (LARC). This study assessed the usefulness of pretreatment CT-based radiomics for predicting pathological complete response (pCR) of LARC to neoadjuvant chemoradiotherapy (nCRT). Materials and Methods Patients with LARC who underwent nCRT followed by total mesorectal excision surgery from July 2010 to December 2018 were enrolled in this retrospective study. A total of 340 radiomic features were extracted from pretreatment contrast-enhanced CT images. The most relevant features to pCR were selected using the least absolute shrinkage and selection operator (LASSO) method and a radiomic signature was generated. Predictive models were built with radiomic features and clinico-pathological variables. Model performance was assessed with decision curve analysis and was validated in an independent cohort. Results The pCR was achieved in 44 of the 216 consecutive patients (20.4%) in this study. The model with the best performance used both radiomics and clinical variables including radiomic signatures, distance to anal verge, lymphocyte-to-monocyte ratio, and carcinoembryonic antigen. This combined model discriminated between patients with and without pCR with an area under the curve of 0.926 and 0.872 in the training and the validation cohorts, respectively. The combined model also showed better performance than models built with radiomic or clinical variables alone. Conclusion Our combined predictive model was robust in differentiating patients with and without response to nCRT.
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Affiliation(s)
- Yitao Mao
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Central South University, Changsha, China
| | - Qian Pei
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Yan Fu
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.,Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Changsha, China
| | - Haipeng Liu
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, China
| | - Changyong Chen
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, China
| | - Haiping Li
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, China
| | - Guanghui Gong
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, China
| | - Hongling Yin
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, China
| | - Peipei Pang
- Department of Pharmaceuticals Diagnosis, General Electrics Healthcare, Changsha, China
| | - Huashan Lin
- Department of Pharmaceuticals Diagnosis, General Electrics Healthcare, Changsha, China
| | - Biaoxiang Xu
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Hongyan Zai
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Xiaoping Yi
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Central South University, Changsha, China.,Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Changsha, China.,Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Central South University, Changsha, China
| | - Bihong T Chen
- Department of Diagnostic Radiology, City of Hope National Medical Center, Duarte, CA, United States
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6
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Zhu Q, Zai H, Zhang K, Zhang X, Luo N, Li X, Hu Y, Wu Y. L-norvaline affects the proliferation of breast cancer cells based on the microbiome and metabolome analysis. J Appl Microbiol 2022; 133:1014-1026. [PMID: 35543360 DOI: 10.1111/jam.15620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 05/06/2022] [Accepted: 05/09/2022] [Indexed: 12/24/2022]
Abstract
AIMS The altered fecal metabolites and microbiota might be involved in the development of breast cancer. We aimed to investigate the effect of differential metabolites on the proliferative activity of breast cancer cells. METHODS AND RESULTS We collected fecal samples from 14 breast cancer patients and 14 healthy subjects. Untargeted metabolomics analysis, short-chain fatty acid (SCFA) targeted analysis, and 16S rDNA sequencing was performed. The gut metabolite composition of patients changed significantly. Levels of norvaline, glucuronate, and galacturonate were lower in the Cancer group than in the Control (p < 0.05). 4-Methylcatechol and guaiacol increased (p < 0.05). Acetic acid and butyric acid were lower in the Cancer group than in the Control group (p < 0.05). Isobutyric acid and pentanoic acid were higher in the Cancer group than in the Control (p < 0.05). In the genus, the abundance of Rothia and Actinomyces increased in the Cancer group, compared with the Control group (p < 0.05). The differential microbiotas were clearly associated with differential metabolites but weakly with SCFAs. The abundance of Rothia and Actinomyces was markedly positively correlated with 4-methylcatechol and guaiacol (p < 0.05) and negatively correlated with norvaline (p < 0.05). L-norvaline inhibited the content of Arg-1 in a concentration-dependent manner. Compared with the L-norvaline or doxorubicin hydrochloride (DOX) group, the proliferation abilities of 4T1 cells were the lowest in the L-norvaline combined with DOX (p < 0.05). The apoptosis rate increased (p < 0.05). CONCLUSIONS Fecal metabolites and microbiota were significantly altered in breast cancer. Levels of differential metabolites (i.e., Norvaline) were significantly correlated with the abundance of differential microbiota. L-norvaline combined with DOX could clearly inhibit the proliferation activity of breast cancer cells. SIGNIFICANCE AND IMPACT OF STUDY This might provide clues to uncover potential biomarkers for breast cancer diagnosis and treatment.
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Affiliation(s)
- Qin Zhu
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Hongyan Zai
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Kejing Zhang
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Xian Zhang
- Department of Occupational and Environmental Health, Xiangya School of Public Health, Central South University, Changsha, China
| | - Na Luo
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Xin Li
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Yu Hu
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China.,Clinical Research Center For Breast Cancer In Hunan Province, Changsha, China
| | - Yuhui Wu
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, China.,Clinical Research Center For Breast Cancer In Hunan Province, Changsha, China
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Tang N, Dou X, You X, Liu G, Ou Z, Zai H. Comparisons of Outcomes Between Adolescent and Young Adult with Older Patients After Radical Resection of Pancreatic Ductal Adenocarcinoma by Propensity Score Matching: A Single-Center Study. Cancer Manag Res 2021; 13:9063-9072. [PMID: 34938120 PMCID: PMC8686838 DOI: 10.2147/cmar.s337687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Purpose Adolescent and young adult (AYA) pancreatic ductal adenocarcinoma (PDAC) occurs in patients below 40 years old. Whether AYA patients have worse outcomes compared with older patients is still controversial. The purpose of this study is to compare the outcomes of AYA patients and older patients after radical surgery for PDAC. Methods A single-center, retrospective, cohort study was conducted in patients who underwent radical surgery for PDAC in Xiangya Hospital Central South University from January 2007 to December 2019. The clinicopathological data and results of patients with PDAC were collected and analyzed retrospectively. They were divided into AYA group and older group based on age (<40, AYA group; ≥40, older group). Based on all the considered covariates except age, we estimated 1:2 case propensity score matching (PSM). Results A total of 1033 cases were enrolled, 46 cases (4.45%) in the AYA group. Both before and after PSM, the AYA patients have a higher preoperative CA19-9 than the older patients (P < 0.001) and (P < 0.001). Pathological results showed that AYA group had a higher microvascular invasion rate (P < 0.001 and P = 0.045) than older group. The median time of overall survival (OS) in AYA group and older group were 13 months (95% CI = 11.50-14.50) and 14 months (95% CI = 13.50-14.50), respectively. Additionally, AYA group have a worse 2-year OS rate than older group (8.70% vs 25.23%, P = 0.011 and 8.70% vs 25.00%, P = 0.023). According to the Log rank test, AYA group have a worse cumulative OS rate than older group (P = 0.002) and (P = 0.030), respectively. Conclusion PDAC might be more aggressive in AYA, and the cumulative OS after radical PDAC surgery in AYA patients is worse than that in older patients.
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Affiliation(s)
- Neng Tang
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, 410008, Hunan Province, People's Republic of China.,National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Xiaolin Dou
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, 410008, Hunan Province, People's Republic of China.,National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Xing You
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, 410008, Hunan Province, People's Republic of China.,National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Guodong Liu
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, 410008, Hunan Province, People's Republic of China.,National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Zhenglin Ou
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, 410008, Hunan Province, People's Republic of China.,National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, 410008, Hunan, People's Republic of China
| | - Hongyan Zai
- Department of General Surgery, Xiangya Hospital Central South University, Changsha, 410008, Hunan Province, People's Republic of China.,National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, 410008, Hunan, People's Republic of China
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Pei Q, Yi X, Chen C, Pang P, Fu Y, Lei G, Chen C, Tan F, Gong G, Li Q, Zai H, Chen BT. Pre-treatment CT-based radiomics nomogram for predicting microsatellite instability status in colorectal cancer. Eur Radiol 2021; 32:714-724. [PMID: 34258636 DOI: 10.1007/s00330-021-08167-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 05/23/2021] [Accepted: 06/08/2021] [Indexed: 12/19/2022]
Abstract
OBJECTIVES Stratification of microsatellite instability (MSI) status in patients with colorectal cancer (CRC) improves clinical decision-making for cancer treatment. The present study aimed to develop a radiomics nomogram to predict the pre-treatment MSI status in patients with CRC. METHODS A total of 762 patients with CRC confirmed by surgical pathology and MSI status determined with polymerase chain reaction (PCR) method were retrospectively recruited between January 2013 and May 2019. Radiomics features were extracted from routine pre-treatment abdominal pelvic computed tomography (CT) scans acquired as part of the patients' clinical care. A radiomics nomogram was constructed using multivariate logistic regression. The performance of the nomogram was evaluated using discrimination, calibration, and decision curves. RESULTS The radiomics nomogram incorporating radiomics signatures, tumor location, patient age, high-density lipoprotein expression, and platelet counts showed good discrimination between patients with non-MSI-H and MSI-H, with an area under the curve (AUC) of 0.74 [95% CI, 0.68-0.80] in the training cohort and 0.77 [95% CI, 0.68-0.85] in the validation cohort. Favorable clinical application was observed using decision curve analysis. The addition of pathological characteristics to the nomogram failed to show incremental prognostic value. CONCLUSIONS We developed a radiomics nomogram incorporating radiomics signatures and clinical indicators, which could potentially be used to facilitate the individualized prediction of MSI status in patients with CRC. KEY POINTS • There is an unmet need to non-invasively determine MSI status prior to treatment. However, the traditional radiological evaluation of CT is limited for evaluating MSI status. • Our non-invasive CT imaging-based radiomics method could efficiently distinguish patients with high MSI disease from those with low MSI disease. • Our radiomics approach demonstrated promising diagnostic efficiency for MSI status, similar to the commonly used IHC method.
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Affiliation(s)
- Qian Pei
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, People's Republic of China
| | - Xiaoping Yi
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China. .,National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Central South University, Changsha, 410008, People's Republic of China.
| | - Chen Chen
- Department of Radiology, 331 Hospital of Zhuzhou City, Zhuzhou, People's Republic of China
| | - Peipei Pang
- GE Healthcare, Hangzhou, 310000, People's Republic of China
| | - Yan Fu
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China.,National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Central South University, Changsha, 410008, People's Republic of China
| | - Guangwu Lei
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China
| | - Changyong Chen
- Department of Radiology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China
| | - Fengbo Tan
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, People's Republic of China
| | - Guanghui Gong
- Department of Pathology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China
| | - Qingling Li
- Department of Pathology, Xiangya Hospital, Central South University, No. 87 Xiangya Road, Changsha, 410008, People's Republic of China.
| | - Hongyan Zai
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha, People's Republic of China
| | - Bihong T Chen
- Department of Diagnostic Radiology, City of Hope National Medical Center, Duarte, CA, USA
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Yi X, Zai H, Long X, Wang X, Li W, Li Y. Krüppel-like factor 8 induces epithelial-to-mesenchymal transition and promotes invasion of pancreatic cancer cells through transcriptional activation of four and a half LIM-only protein 2. Oncol Lett 2017; 14:4883-4889. [PMID: 28943967 DOI: 10.3892/ol.2017.6734] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Accepted: 05/18/2017] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer (PC) is one of the most aggressive types of cancer with an extremely poor prognosis. Invasive growth and early metastasis is one of the greatest challenges to overcome for the treatment of PC. Numerous previous studies have indicated that the transcription factor Krüppel-like factor 8 (KLF8) and nuclear cofactor four and a half LIM-only protein 2 (FHL2) serve important roles in tumorigenesis and tumor progression; however, their roles in PC remain elusive. The present study revealed that KLF8 and FHL2 expression is aberrantly co-overexpressed in PC tissue samples and associated with tumor metastasis. Furthermore, a positive correlation between the expression levels of KLF8 and FHL2 was observed. Subsequently, the present study identified KLF8 as a critical inducer of epithelial-to-mesenchymal transition (EMT) and invasion. Of note, the present study demonstrated that KLF8 overexpression induced a strong increase in FHL2 expression, and subsequent promoter reporter assays determined that KLF8 directly bound and activated the FHL2 gene promoter. Furthermore, FHL2 knockdown in KLF8-overexpressing cells partially reversed the EMT and invasive phenotypes. The present study identified KLF8-induced FHL2 activation as a novel and critical signaling mechanism underlying human PC invasion.
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Affiliation(s)
- Xiaoping Yi
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China.,Postdoctoral Research Workstation of Pathology and Pathophysiology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China
| | - Hongyan Zai
- Department of General Surgery, Basic Medical Sciences, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China
| | - Xueying Long
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China
| | - Xiaoyi Wang
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China
| | - Wenzheng Li
- Department of Radiology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China
| | - Yixiong Li
- Department of General Surgery, Basic Medical Sciences, Xiangya Hospital, Central South University, Changsha, Hunan 410008, P.R. China
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10
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Yi X, Li Y, Zai H, Long X, Li W. KLF8 knockdown triggered growth inhibition and induced cell phase arrest in human pancreatic cancer cells. Gene 2016; 585:22-27. [DOI: 10.1016/j.gene.2016.03.025] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2015] [Revised: 03/08/2016] [Accepted: 03/12/2016] [Indexed: 02/07/2023]
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Zai H, Yi X, Li Y, Jiang C, Lu X. [Simultaneous inhibition of XIAP and survivin expression on EMT and invasion of human pancreatic cancer cells]. Zhong Nan Da Xue Xue Bao Yi Xue Ban 2016; 37:883-8. [PMID: 23000761 DOI: 10.3969/j.issn.1672-7347.2012.09.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE To investigate the simultaneous inhibition of X-linked inhibitor of apoptosis protein (XIAP) and survivin expression on epithelial-mesenchymal transition (EMT) and invasiion of pancreatic cancer cells Panc-1, and its mechanism. METHODS On the established human pancreatic cancer cells Panc-1-XS, the expression of XIAP and survivin was inhibited simultaneously. Cell invasion and migration were detected by Transwell chamber experiments and scratch test, and the expression of epithelial marker E-cadherin, mesenchymal markers Slug, phosphatase and tensin homolog deleted on chromosome ten (PTEN) and P-Akt protein was determined by Western blot. RESULTS Cell invasion and migration of Panc-1-XS cells decreased significantly, accompanied by significantly upregulated protein expression of E-cadherin, and significantly declined protein expression of the Slug, indicating increased mesenchymal-epithelial conversion (MET); and increased protein expression of PTEN, and declined protein expression of P-Akt. CONCLUSION Simultaneously inhibiting the expression of XIAP and survivin can partially reverse EMT phenotype of pancreatic cancer Panc-1 cells, which then significantly reduces the cell invasion and migration of Panc-1 cell lines. This process may be regulated by PTEN/PI3K/Akt signaling pathway.
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Affiliation(s)
- Hongyan Zai
- Department of Gerneral Surgery, Xiangya Hospital, Central South University, Changsha, China
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12
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Yi X, Long X, Xiao D, Zai H, Li Y. Rhabdomyosarcoma in adrenal region of a child with hypertension and fever: a case report and literature review. J Pediatr Surg 2013; 48:e5-8. [PMID: 23480948 DOI: 10.1016/j.jpedsurg.2013.01.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2012] [Revised: 12/23/2012] [Accepted: 01/07/2013] [Indexed: 10/27/2022]
Abstract
Rhabdomyosarcoma (RMS) is the most common soft tissue sarcoma in children but rarely involves the adrenal. We describe a case of alveolar rhabdomyosarcoma (ARMS) of the right adrenal in a 5-year-old boy with a characteristic history of hypertension and recurrent fever. On surveillance imaging, a right adrenal mass was incidentally detected, and a right adrenalectomy was subsequently performed. After the surgery, the fever disappeared simultaneously, and the blood pressure gradually returned to normal level. This is the first reported case in children.
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Affiliation(s)
- Xiaoping Yi
- Department of Radiology, Xiangya Hospital, Central South University, Changsha 410008, China
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Hosaka H, Kusano M, Zai H, Kawada A, Kuribayashi S, Shimoyama Y, Nagoshi A, Maeda M, Kawamura O, Mori M. Monosodium glutamate stimulates secretion of glucagon-like peptide-1 and reduces postprandial glucose after a lipid-containing meal. Aliment Pharmacol Ther 2012; 36:895-903. [PMID: 22978669 DOI: 10.1111/apt.12050] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2012] [Revised: 06/29/2012] [Accepted: 08/28/2012] [Indexed: 12/25/2022]
Abstract
BACKGROUND Monosodium l-glutamate (MSG) is known to influence the endocrine system and gastrointestinal (GI) motility. The mechanism of postprandial glycemic control by food in the GI tract is mostly unknown and of great interest. AIM To investigate the effect of MSG on glucose homeostasis, incretin secretion and gastric emptying in humans after a lipid-containing meal. METHODS Thirteen healthy male volunteers (mean age, 25.5 years) and with no Helicobcter pylori infection were enrolled. A 400 mL (520 kcal) liquid meal with MSG (2 g, 0.5% wt:vol) or NaCl (control) was ingested in a single-blind placebo-controlled cross-over study. Blood glucose, serum insulin, plasma glucagon, plasma glucagon-like peptide-1 (GLP-1) and glucose-dependent insulinotropic polypeptide were measured. Gastric emptying was monitored by a 13C acetate breath test. Postprandial symptoms were assessed on a visual analogue scale. RESULTS The 30-min postprandial glucose concentration was significantly reduced by adding MSG to the test meal. The area under the glucose concentration vs. time curve (0-60 min) was also significantly reduced by adding MSG (40.6 ± 3.51 mg·1 hr/dL with MSG vs. 49.2 ± 3.86 mg·1 hr/dL with NaCl, P = 0.047), whereas, the 30-min postprandial plasma GLP-1 level was significantly increased (58.1 ± 15.8 pmol/L with MSG vs. 13.4 ± 15.8 pmol/L with NaCl, P = 0.035). MSG did not affect the half gastric emptying time or postprandial symptoms. CONCLUSIONS Monosodium l-glutamate improved early postprandial glycaemia after a lipid-containing liquid meal. This effect was not associated with a change in gastric emptying, but was possibly related to stimulation of glucagon-like peptide-1 secretion.
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Affiliation(s)
- H Hosaka
- Department of Medicine and Molecular Science, Gunma University Graduate School of Medicine, Maebashi, Japan
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14
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Kawamura O, Shimoyama Y, Hosaka H, Kuribayashi S, Maeda M, Nagoshi A, Zai H, Kusano M. Increase of weakly acidic gas esophagopharyngeal reflux (EPR) and swallowing-induced acidic/weakly acidic EPR in patients with chronic cough responding to proton pump inhibitors. Neurogastroenterol Motil 2011; 23:411-8, e172. [PMID: 21210893 DOI: 10.1111/j.1365-2982.2010.01658.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Gastro-esophageal reflux disease (GERD)-related chronic cough (CC) may have multifactorial causes. To clarify the characteristics of esophagopharyngeal reflux (EPR) events in CC patients whose cough was apparently influenced by gastro-esophageal reflux (GER), we studied patients with CC clearly responding to full-dose proton pump inhibitor (PPI) therapy (CC patients). METHODS Ten CC patients, 10 GERD patients, and 10 healthy controls underwent 24-h ambulatory pharyngo-esophageal impedance and pH monitoring. Weakly acidic reflux was defined as a decrease of pH by >1 unit with a nadir pH >4. In six CC patients, monitoring was repeated after 8 weeks of PPI therapy. The number of each EPR event and the symptom association probability (SAP) were calculated. Symptoms were evaluated by a validated GERD symptom questionnaire. KEY RESULTS Weakly acidic gas EPR and swallowing-induced acidic/weakly acidic EPR only occurred in CC patients, and the numbers of such events was significantly higher in the CC group than in the other two groups (P < 0.05, respectively). Symptom association probability analysis revealed a positive association between GER and cough in three CC patients. Proton pump inhibitor therapy abolished swallowing-induced acidic/weakly acidic EPR, reduced weakly acidic gas EPR, and improved symptoms (all P < 0.05). CONCLUSIONS & INFERENCES Most patients with CC responding to PPI therapy had weakly acidic gas EPR and swallowing-induced acidic/weakly acidic EPR. A direct effect of acidic mist or liquid refluxing into the pharynx may contribute to chronic cough, while cough may also arise indirectly from reflux via a vago-vagal reflex in some patients.
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Affiliation(s)
- O Kawamura
- Department of Gastroenterology, Gunma University Hospital, Maebashi, Gunma, Japan.
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Shimoyama Y, Kusano M, Kawamura O, Zai H, Kuribayashi S, Higuchi T, Nagoshi A, Maeda M, Mori M. High-viscosity liquid meal accelerates gastric emptying. Neurogastroenterol Motil 2007; 19:879-86. [PMID: 17973639 DOI: 10.1111/j.1365-2982.2007.00972.x] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Adding pectin to an elemental formula increases its viscosity through gelatinization, thus presumably preventing gastro-oesophageal reflux and aspiration pneumonia. We investigated the influence of the viscosity of an elemental formula on gastric emptying. Eleven healthy volunteers underwent three tests at intervals of >1 week. After fasting for >8 h, each subject received a test meal (enteral nutrition solution, enteral solution plus pectin, or water). Then gastric emptying (continuous (13)C breath test), gastro-oesophageal intraluminal pressures, oesophageal pH, and blood levels of glucose, insulin and gastrin were all measured simultaneously. The gastric emptying coefficient was significantly increased by adding pectin to enteral nutrition (3.01 +/- 0.10 vs 2.78 +/- 0.10, mean +/- SE, P < 0.05). The antral motility index was also significantly higher with pectin than without at 45-60 min and 60-75 min after the test meal (526 +/- 237 vs 6.5 +/- 4.6 mmHg s(-1) and 448 +/- 173 vs 2.3 +/- 2.3 mmHg s(-1) respectively; P < 0.05). Plasma glucose was significantly higher with pectin than without it at 60 min after ingestion (141.5 +/- 6.03 vs 125.8 +/- 4.69 microM mL(-1), P < 0.05). In healthy individuals, pectin increased the viscosity of enteral nutrition and accelerated gastric emptying.
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Affiliation(s)
- Y Shimoyama
- Department of Endoscopy and Endoscopic Surgery, Gunma University Hospital, Gunma, Japan
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16
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Imada T, Zai H, Kusano M, Fujita S, Kawai M, Okiyama A, Shimoyama Y, Maeda M, Nagoshi A, Higuchi T, Kuribayashi S, Kawamura O, Mori M, Tanaka T, Uneyama H. Effect of dietary-free glutamate on gastric emptying rate and postprandial sensation for protein-rich liquid diet. Appetite 2007. [DOI: 10.1016/j.appet.2007.03.096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Abstract
In vitro studies on pacemaker-deficient W-mutants have revealed a disappearance of rhythmic contraction in their gastrointestinal tracts. Their contractile force has not been diminished, however. In contrast, W-mutants often present dysmoility-like symptoms with distension of the gastrointestinal tract in vivo. Gastrointestinal motility of W-mutant rats was examined in vivo by an extraluminal strain-gauge force transducer method. We examined a normal gastrointestinal motor pattern in the rats with two distinct motor phases, digestive and interdigestive. Moreover, we detected a failure to form an interdigestive contractile complex in pacemaker-deficient rats. The interdigestive motor activity of the gastrointestinal tract is important for cleaning gastrointestinal tract in preparation for the next meal. The impairment of the interdigestive contractile complex may be related to the dysmoility-like symptoms of W-mutant rats in vivo.
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Affiliation(s)
- I Takayama
- Department of Internal Medicine, Animal Research Centre, Yamanashi Medical University, Japan
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Zhao Z, Li S, Yan Y, Li Y, Yang M, Li D, Mu L, Huang W, Liu Y, Zai H, Jin J. The septal chondromucosal island pedicle flap: anatomic study and clinical application. Plast Reconstr Surg 1999; 103:1355-60. [PMID: 10190431 DOI: 10.1097/00006534-199904050-00003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
A study was made of the facial regions of 10 fresh cadavers. The vascular anatomy of the perinasal region and the septum consistently confirmed the existence of a nasal alar basal artery and a nasal alar basal nerve to the septum. A new septal chondromucosal flap, supplied by the nasal alar basal artery and nerve, is proposed in this article. The composite flap can be used safely to restore partial or entire tarsoconjunctival defects of the upper or lower eyelid or combined defects of the upper and lower eyelid.
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Affiliation(s)
- Z Zhao
- Department of Plastic Surgery, Plastic Surgery Hospital, Chinese Academy of Medical Sciences and Chinese Peking Union Medical College, Beijing
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Zai H, Haga N, Fujino MA, Itoh Z. Effect of peptide YY on gastric motor and secretory activity in vagally innervated and denervated corpus pouch dogs. Regul Pept 1996; 61:181-8. [PMID: 8701034 DOI: 10.1016/0167-0115(95)00152-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
In this study, we examined the mechanism by which constant intravenous infusion of physiological doses of PYY affects gastric secretion and motility in the vagally innervated (Pavlov) and denervated (Heidenhain) corpus pouch. As a result, only in the Heidenhain pouch, PYY at a dose of 100 pmol/kg-h significantly inhibited gastric secretion in the interdigestive and postprandial states. A dose of 300 pmol/kg-h inhibited the gastric secretion in both types of pouch, but inhibition in the Pavlov pouch was less than in the Heidenhain pouch. The inhibitory effect of PYY on phase III contractile activity was dose-dependent and significant, except in the Heidenhain pouch, and no dose of PYY had any effect on postprandial gastric motility. After all, vagal denervation enhanced the inhibitory effect of PYY on gastric secretion, but abolished the inhibitory effect on phase III contractile activity. Our findings strongly suggest that the inhibitory effect of PYY on gastric secretion is in part mediated by a non-vagal pathway and the inhibitory effect of PYY on gastric motor activities is completely dependent on vagal innervation, but the vagus nerve acts as an inhibitory modulator of the inhibitory effect of PYY on gastric secretion.
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Affiliation(s)
- H Zai
- First Department of Medicine, Yamanashi Medical University, Japan
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Zai H, Fujino M, Haga N, Ito S. [Effect of peptide YY and the role of vagus nerve in gastric secretion and motility in conscious dogs]. J Smooth Muscle Res 1995; 31:507-8. [PMID: 8867988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
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