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2.
Diagn Interv Imaging ; 101(9): 555-564, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32278586

ABSTRACT

PURPOSE: The purpose of this study was to determine whether computed tomography (CT)-based machine learning of radiomics features could help distinguish autoimmune pancreatitis (AIP) from pancreatic ductal adenocarcinoma (PDAC). MATERIALS AND METHODS: Eighty-nine patients with AIP (65 men, 24 women; mean age, 59.7±13.9 [SD] years; range: 21-83 years) and 93 patients with PDAC (68 men, 25 women; mean age, 60.1±12.3 [SD] years; range: 36-86 years) were retrospectively included. All patients had dedicated dual-phase pancreatic protocol CT between 2004 and 2018. Thin-slice images (0.75/0.5mm thickness/increment) were compared with thick-slices images (3 or 5mm thickness/increment). Pancreatic regions involved by PDAC or AIP (areas of enlargement, altered enhancement, effacement of pancreatic duct) as well as uninvolved parenchyma were segmented as three-dimensional volumes. Four hundred and thirty-one radiomics features were extracted and a random forest was used to distinguish AIP from PDAC. CT data of 60 AIP and 60 PDAC patients were used for training and those of 29 AIP and 33 PDAC independent patients were used for testing. RESULTS: The pancreas was diffusely involved in 37 (37/89; 41.6%) patients with AIP and not diffusely in 52 (52/89; 58.4%) patients. Using machine learning, 95.2% (59/62; 95% confidence interval [CI]: 89.8-100%), 83.9% (52:67; 95% CI: 74.7-93.0%) and 77.4% (48/62; 95% CI: 67.0-87.8%) of the 62 test patients were correctly classified as either having PDAC or AIP with thin-slice venous phase, thin-slice arterial phase, and thick-slice venous phase CT, respectively. Three of the 29 patients with AIP (3/29; 10.3%) were incorrectly classified as having PDAC but all 33 patients with PDAC (33/33; 100%) were correctly classified with thin-slice venous phase with 89.7% sensitivity (26/29; 95% CI: 78.6-100%) and 100% specificity (33/33; 95% CI: 93-100%) for the diagnosis of AIP, 95.2% accuracy (59/62; 95% CI: 89.8-100%) and area under the curve of 0.975 (95% CI: 0.936-1.0). CONCLUSIONS: Radiomic features help differentiate AIP from PDAC with an overall accuracy of 95.2%.


Subject(s)
Autoimmune Diseases , Autoimmune Pancreatitis , Pancreatic Neoplasms , Pancreatitis , Aged , Autoimmune Diseases/diagnostic imaging , Diagnosis, Differential , Female , Humans , Male , Middle Aged , Pancreatic Ducts , Pancreatic Neoplasms/diagnostic imaging , Pancreatitis/diagnostic imaging , Retrospective Studies , Tomography, X-Ray Computed
3.
Diagn Interv Imaging ; 101(1): 35-44, 2020 01.
Article in English | MEDLINE | ID: mdl-31358460

ABSTRACT

PURPOSE: The purpose of this study was to report procedures developed to annotate abdominal computed tomography (CT) images from subjects without pancreatic disease that will be used as the input for deep convolutional neural networks (DNN) for development of deep learning algorithms for automatic recognition of a normal pancreas. MATERIALS AND METHODS: Dual-phase contrast-enhanced volumetric CT acquired from 2005 to 2009 from potential kidney donors were retrospectively assessed. Four trained human annotators manually and sequentially annotated 22 structures in each datasets, then expert radiologists confirmed the annotation. For efficient annotation and data management, a commercial software package that supports three-dimensional segmentation was used. RESULTS: A total of 1150 dual-phase CT datasets from 575 subjects were annotated. There were 229 men and 346 women (mean age: 45±12years; range: 18-79years). The mean intra-observer intra-subject dual-phase CT volume difference of all annotated structures was 4.27mL (7.65%). The deep network prediction for multi-organ segmentation showed high fidelity with 89.4% and 1.29mm in terms of mean Dice similarity coefficients and mean surface distances, respectively. CONCLUSIONS: A reliable data collection/annotation process for abdominal structures was developed. This process can be used to generate large datasets appropriate for deep learning.


Subject(s)
Abdomen/diagnostic imaging , Deep Learning , Tomography, X-Ray Computed/methods , Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Retrospective Studies , Young Adult
4.
Gut ; 69(1): 7-17, 2020 01.
Article in English | MEDLINE | ID: mdl-31672839

ABSTRACT

BACKGROUND AND AIM: The International Cancer of the Pancreas Screening Consortium met in 2018 to update its consensus recommendations for the management of individuals with increased risk of pancreatic cancer based on family history or germline mutation status (high-risk individuals). METHODS: A modified Delphi approach was employed to reach consensus among a multidisciplinary group of experts who voted on consensus statements. Consensus was considered reached if ≥75% agreed or disagreed. RESULTS: Consensus was reached on 55 statements. The main goals of surveillance (to identify high-grade dysplastic precursor lesions and T1N0M0 pancreatic cancer) remained unchanged. Experts agreed that for those with familial risk, surveillance should start no earlier than age 50 or 10 years earlier than the youngest relative with pancreatic cancer, but were split on whether to start at age 50 or 55. Germline ATM mutation carriers with one affected first-degree relative are now considered eligible for surveillance. Experts agreed that preferred surveillance tests are endoscopic ultrasound and MRI/magnetic retrograde cholangiopancreatography, but no consensus was reached on how to alternate these modalities. Annual surveillance is recommended in the absence of concerning lesions. Main areas of disagreement included if and how surveillance should be performed for hereditary pancreatitis, and the management of indeterminate lesions. CONCLUSIONS: Pancreatic surveillance is recommended for selected high-risk individuals to detect early pancreatic cancer and its high-grade precursors, but should be performed in a research setting by multidisciplinary teams in centres with appropriate expertise. Until more evidence supporting these recommendations is available, the benefits, risks and costs of surveillance of pancreatic surveillance need additional evaluation.


Subject(s)
Carcinoma/diagnosis , Early Detection of Cancer/methods , Pancreatic Neoplasms/diagnosis , Age Factors , Biomedical Research/methods , Carcinoma/genetics , Genetic Predisposition to Disease , Germ-Line Mutation , Humans , Mass Screening/methods , Pancreatic Neoplasms/genetics , Population Surveillance/methods , Risk Factors
5.
BJS Open ; 3(5): 656-665, 2019 10.
Article in English | MEDLINE | ID: mdl-31592073

ABSTRACT

Background: Surveillance of individuals at high risk of pancreatic ductal adenocarcinoma (PDAC) and its precursors might lead to better outcomes. The aim of this study was to determine the prevalence and outcomes of PDAC and high-risk neoplastic precursor lesions among such patients participating in surveillance programmes. Methods: A multicentre study was conducted through the International CAncer of the Pancreas Screening (CAPS) Consortium Registry to identify high-risk individuals who had undergone pancreatic resection or progressed to advanced PDAC while under surveillance. High-risk neoplastic precursor lesions were defined as: pancreatic intraepithelial neoplasia (PanIN) 3, intraductal papillary mucinous neoplasia (IPMN) with high-grade dysplasia, and pancreatic neuroendocrine tumours at least 2 cm in diameter. Results: Of 76 high-risk individuals identified in 11 surveillance programmes, 71 had undergone surgery and five had been diagnosed with inoperable PDAC. Of the 71 patients who underwent resection, 32 (45 per cent) had PDAC or a high-risk precursor (19 PDAC, 4 main-duct IPMN, 4 branch-duct IPMN, 5 PanIN-3); the other 39 patients had lesions thought to be associated with a lower risk of neoplastic progression. Age at least 65 years, female sex, carriage of a gene mutation and location of a lesion in the head/uncinate region were associated with high-risk precursor lesions or PDAC. The survival of high-risk individuals with low-risk neoplastic lesions did not differ from that in those with high-risk precursor lesions. Survival was worse among patients with PDAC. There was no surgery-related mortality. Conclusion: A high proportion of high-risk individuals who had surgical resection for screening- or surveillance-detected pancreatic lesions had a high-risk neoplastic precursor lesion or PDAC at the time of surgery. Survival was better in high-risk individuals who had either low- or high-risk neoplastic precursor lesions compared with that in patients who developed PDAC.


Antecedentes: Se podrían obtener mejores resultados con el seguimiento de individuos de alto riesgo para adenocarcinoma ductal pancreático (pancreatic ductal adenocarcinoma, PDAC) y lesiones precursoras. El objetivo de este estudio fue determinar la prevalencia y los resultados del PDAC y de las lesiones precursoras de alto riesgo neoplásico en pacientes que participaron en programas de seguimiento. Métodos: Se llevó a cabo un estudio multicéntrico a través del registro internacional del consorcio CAPS (Common Automotive Platform Standard) para identificar a las personas de alto riesgo que se habían sometido a una resección pancreática o habían progresado a PDAC avanzado mientras estaban en seguimiento. Se definieron como lesiones neoplásicas precursoras de alto riesgo la neoplasia intraepitelial pancreática de tipo 3 (PanIN­3), la neoplasia papilar mucinosa intraductal (intraductal papillary mucinous neoplasia, IPMN) con displasia de alto grado y los tumores neuroendocrinos pancreáticos (pancreatic neuroendocrine tumours, PanNET) de ≥ 2 cm de diámetro. Resultados: De 76 individuos con lesiones de alto riesgo identificados en 11 programas de seguimiento, 71 fueron tratados quirúrgicamente y 5 fueron diagnosticados de un PDAC inoperable. De las 71 resecciones, 32 (45%) tenían PDAC o una lesión precursora de alto riesgo (19 PDAC, 4 IPMN de conducto principal, 4 IPMN de rama secundaria y 5 PanIN­3). Los otros 39 pacientes tenían lesiones que se consideraron asociadas con un menor riesgo de progresión neoplásica. La edad ≥ 65 años, el sexo femenino, el ser portador de una mutación genética y la localización de la lesión en la cabeza/proceso uncinado fueron factores asociados a las lesiones precursoras de alto riesgo o al PDAC. No hubo diferencias en la supervivencia de individuos de alto riesgo con lesiones neoplásicas de bajo riesgo frente a aquellos que presentaron lesiones precursoras de alto riesgo. La supervivencia fue peor en los pacientes con PDAC. No hubo mortalidad relacionada con la cirugía. Conclusión: Un elevado porcentaje de individuos de alto riesgo que se sometieron a resección quirúrgica tras la detección de lesiones pancreáticas en el seguimiento tenían una lesión precursora neoplásica de alto riesgo o un PDAC. La supervivencia fue mejor en individuos de alto riesgo que tenían lesiones precursoras neoplásicas de bajo o alto riesgo en comparación con aquellos pacientes que habían desarrollado un PDAC.


Subject(s)
Carcinoma, Pancreatic Ductal/epidemiology , Carcinoma, Pancreatic Ductal/surgery , Early Detection of Cancer/methods , Pancreatic Neoplasms/pathology , Aged , Carcinoma in Situ/pathology , Carcinoma, Pancreatic Ductal/diagnostic imaging , Carcinoma, Pancreatic Ductal/genetics , Epidemiological Monitoring , Female , Humans , Male , Middle Aged , Mutation/genetics , Neoplasm Staging/methods , Neuroendocrine Tumors/pathology , Pancreatic Intraductal Neoplasms/pathology , Pancreatic Neoplasms/diagnostic imaging , Pancreatic Neoplasms/mortality , Prevalence , Risk Factors , Sex Factors , Survival Analysis
6.
Diagn Interv Imaging ; 98(3): 191-202, 2017 Mar.
Article in English | MEDLINE | ID: mdl-27614585

ABSTRACT

Pancreatic serous cystadenoma can be categorized into microcystic, honeycomb, oligocystic, and solid patterns based on imaging appearance. The presence of typical computed tomography (CT) features helps to differentiate serous cystadenomas from other cystic and solid pancreatic masses. Cases with atypical features present a diagnostic challenge as they can mimic malignant neoplasms. This article reviews pathophysiology, prevalence, CT features, mimickers and recommendations for management of pancreatic serous cystadenoma.


Subject(s)
Cystadenoma, Serous/diagnostic imaging , Cystadenoma, Serous/pathology , Pancreatic Neoplasms/diagnostic imaging , Pancreatic Neoplasms/pathology , Adenocarcinoma/diagnostic imaging , Adenocarcinoma, Mucinous/diagnostic imaging , Carcinoma, Papillary/diagnostic imaging , Diagnosis, Differential , Humans , Neoplasm Metastasis/diagnostic imaging , Neuroendocrine Tumors/diagnostic imaging , Pancreatic Pseudocyst/diagnostic imaging , von Hippel-Lindau Disease/diagnostic imaging
7.
Oncogene ; 35(25): 3335-41, 2016 06 23.
Article in English | MEDLINE | ID: mdl-26477318

ABSTRACT

Cadherin subtype switching from E-cadherin to N-cadherin is associated with the epithelial-to-mesenchymal transition (EMT), a process required for invasion and dissemination of carcinoma cells. We found that N-cadherin is expressed in human and mouse pancreatic intraepithelial neoplasia (PanIN), suggesting that N-cadherin may also have a role in early-stage pancreatic cancer. To investigate the role of N-cadherin in mouse PanIN (mPanIN), we simultaneously activated oncogenic K-ras(G12D) and deleted the N-cadherin (Cdh2) gene in the murine pancreas. Genetic ablation of N-cadherin (N-cad KO) caused hyperproliferation, accelerated mPanIN progression, and early tumor development in K-ras(G12D) mice. Decreased E-cadherin and redistribution of ß-catenin accompanied the loss of N-cadherin in pancreatic ductal epithelial cells (PDEC). Nuclear accumulation of ß-catenin and its transcription co-activator Tcf4 led to activation of Wnt/ß-catenin target genes. Unexpectedly, loss of N-cadherin in the K-ras(G12D) model resulted in increased mPanIN progression and tumor incidence. These in vivo results demonstrate for the first time that N-cadherin functions as a growth suppressor in the context of oncogenic K-ras.


Subject(s)
Cadherins/genetics , Cell Proliferation/genetics , Pancreatic Neoplasms/genetics , Precancerous Conditions/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Animals , Cadherins/metabolism , Cell Line , Disease Models, Animal , Disease Progression , Epithelial-Mesenchymal Transition/genetics , Humans , Immunoblotting , Immunohistochemistry , Mice, Knockout , Mice, Transgenic , Pancreas/metabolism , Pancreas/pathology , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , Precancerous Conditions/metabolism , Precancerous Conditions/pathology , Proto-Oncogene Proteins p21(ras)/metabolism , Wnt Signaling Pathway/genetics , beta Catenin/genetics , beta Catenin/metabolism
8.
J Gastrointest Surg ; 18(3): 542-8, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24163138

ABSTRACT

PURPOSE: This study aims to assess outcomes and characteristics associated with resection of metastatic renal cell carcinoma (mRCC) to the pancreas. MATERIALS AND METHODS: From April 1989 to July 2012, a total of 42 patients underwent resection of pancreatic mRCC at our institution. We retrospectively reviewed records from a prospectively managed database and analyzed patient demographics, comorbidities, perioperative outcomes, and overall survival. Cox proportional hazards models were used to evaluate the association between patient-specific factors and overall survival. RESULTS: The mean time from resection of the primary tumor to reoperation for pancreatic mRCC was 11.2 years (range, 0-28.0 years). In total, 17 patients underwent pancreaticoduodenectomy, 16 underwent distal pancreatectomy, and 9 underwent total pancreatectomy. Perioperative complications occurred in 18 (42.9%) patients; there were two (4.8%) perioperative mortalities. After pancreatic resection, the median follow-up was 7.0 years (0.1-23.2 years), and median survival was 5.5 years (range, 0.4-21.9). The overall 5-year survival was 51.8%. On univariate analysis, vascular invasion (hazard ratio, 5.15; p = 0.005) was significantly associated with increased risk of death. CONCLUSIONS: Pancreatic resection of mRCC can be safely achieved in the majority of cases and is associated with long-term survival. Specific pathological factors may predict which patients will benefit most from resection.


Subject(s)
Carcinoma, Renal Cell/secondary , Carcinoma, Renal Cell/surgery , Kidney Neoplasms/pathology , Pancreatic Neoplasms/secondary , Pancreatic Neoplasms/surgery , Adult , Aged , Aged, 80 and over , Blood Vessels/pathology , Female , Humans , Kidney Neoplasms/surgery , Lymphatic Metastasis , Male , Middle Aged , Neoplasm Invasiveness , Neoplasm, Residual , Pancreatectomy/adverse effects , Pancreaticoduodenectomy/adverse effects , Retrospective Studies , Survival Rate , Time Factors , Treatment Outcome
9.
Oncogene ; 31(12): 1599-608, 2012 Mar 22.
Article in English | MEDLINE | ID: mdl-21860420

ABSTRACT

During tumor initiation, oncogene-induced senescence (OIS) is proposed to limit the progression of preneoplasms to invasive carcinoma unless circumvented by the acquisition of certain tumor suppressor mutations. Using a variety of biomarkers, OIS has been previously reported in a wide range of human and murine precursor lesions, including the pancreas, lung, colon and skin. Here, we have characterized a panel of potential OIS biomarkers in human and murine pancreatic intraepithelial neoplasia (PanIN), and found that only senescence-associated ß-galactosidase (SAßgal) activity is specifically enriched in these precursors, compared with pancreatic ductal adenocarcinoma (PDA). Indeed, many of the other proposed OIS biomarkers are detected in actively proliferating PanIN epithelium and in cells within the microenvironment. Surprisingly, acinar to ductal metaplasia (ADM), a distinct preneoplasm that is potentially a precursor for PanIN, also exhibits SAßgal activity and contains a higher content of p21 and p53 than PanIN. Therefore, SAßgal activity is the only biomarker that accurately identifies a small and heterogeneous population of non-proliferating premalignant cells in the pancreas, and the concomitant expression of p53 and p21 in ADM supports the possibility that PanIN and ADM each exhibit discrete senescence blocks.


Subject(s)
Biomarkers, Tumor/metabolism , Carcinoma, Pancreatic Ductal/metabolism , Disease Progression , Pancreatic Neoplasms/metabolism , beta-Galactosidase/metabolism , Animals , Carcinoma, Pancreatic Ductal/pathology , Cellular Senescence , Humans , Metaplasia/pathology , Mice , Mutation , Pancreatic Neoplasms/pathology , Precancerous Conditions/metabolism
12.
Histopathology ; 51(4): 539-46, 2007 Oct.
Article in English | MEDLINE | ID: mdl-17714470

ABSTRACT

AIMS: Class III beta-tubulin (TUBB3) reduces microtubule stability and confers resistance to microtubule-stabilizing taxanes, including paclitaxel and docetaxel. Pancreatic ductal adenocarcinomas show limited responsiveness to taxanes, but little is known of the underlying mechanisms. The aim of this study was to examine TUBB3 expression in pancreatic cancer cell lines, invasive pancreatic adenocarcinoma and pancreatic intraepithelial neoplasia (PanIN). METHODS AND RESULTS: Reverse transcriptase-polymerase chain reaction and Western blot were used to study TUBB3 expression in pancreatic cancer cell lines. Immunohistochemistry was employed to assess TUBB3 in pancreatic cancer specimens, including 75 invasive adenocarcinomas and 41 PanIN precursor lesions. TUBB3 was undetectable in non-neoplastic ducts of the pancreas. In contrast, the vast majority (78-93%) of pancreatic ductal adenocarcinomas demonstrated either diffuse or focal TUBB3 expression. TUBB3 was found to increase progressively in PanIN lesions from 3/16 of PanIN-1 (19%), 5/17 of PanIN-2 (29%) to 5/8 of PanIN-3 lesions (63%). CONCLUSIONS: TUBB3 is expressed in most pancreatic ductal adenocarcinomas, possibly accounting for the suboptimal response of these tumours to microtubule-stabilizing agents. Up-regulation of TUBB3 in PanIN lesions suggests that microtubule dysfunction is an early feature of this disease. TUBB3 immunohistochemistry could potentially help identify pancreatic cancer patients lacking TUBB3 expression who might benefit from taxane therapy.


Subject(s)
Adenocarcinoma/metabolism , Antineoplastic Agents, Phytogenic/therapeutic use , Carcinoma in Situ/metabolism , Drug Resistance, Neoplasm , Paclitaxel/therapeutic use , Pancreatic Neoplasms/metabolism , Tubulin/metabolism , Adenocarcinoma/drug therapy , Biomarkers, Tumor/metabolism , Carcinoma in Situ/drug therapy , Cell Line, Tumor , Gene Expression Regulation, Neoplastic , Humans , Pancreatic Neoplasms/drug therapy
13.
Adv Med Sci ; 51: 23-30, 2006.
Article in English | MEDLINE | ID: mdl-17357272

ABSTRACT

Prognosis of invasive pancreatic ductal adenocarcinoma is bleak and the vast majority of patients with pancreatic cancer die of their disease. The detection and treatment of the non-invasive precursor lesions of pancreatic cancer offer the opportunity to cure this devastating disease and therefore great efforts are being made to identify the precursors to pancreatic cancer. Several distinct precursor lesions have been identified. Mucinous cystic neoplasms (MCNs), intraductal papillary mucinous neoplasms (IPMNs), and pancreatic intraepithelial neoplasias (PanINs) all harbor varying degrees of dysplasia and stepwise accumulation of genetic alterations, suggesting progression of these lesions from benign toward malignant neoplasms. MCNs have a characteristic ovarian-type stroma. About one-third of MCNs are associated with invasive carcinoma of ductal phenotype. IPMNs are recently established clinical entity with characteristic features of mucin hypersecretion and duct dilatation. Some IPMNs are associated with invasive carcinoma and IPMNs are recognized precursors to pancreatic cancer. PanINs are microscopic proliferative lesions arising from any parts of the pancreatic duct system. Low grade PanINs are commonly found in pancreatic ducts of elder individuals, while high grade PanINs, previously called carcinoma in situ/severe ductal dysplasia, may eventually give rise to invasive pancreatic cancer. Appropriate clinical managements are requisite for patients with MCNs, IPMNs and PanINs. Further investigation of these precursor lesions is expected to reduce the mortality from pancreatic cancer.


Subject(s)
Pancreatic Neoplasms/pathology , Precancerous Conditions/pathology , Adenocarcinoma, Mucinous/metabolism , Adenocarcinoma, Mucinous/pathology , Carcinoma, Pancreatic Ductal/metabolism , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Papillary/metabolism , Carcinoma, Papillary/pathology , Cystadenoma, Mucinous/metabolism , Cystadenoma, Mucinous/pathology , Disease Progression , Humans , Models, Biological , Pancreatic Neoplasms/metabolism , Precancerous Conditions/metabolism , Tumor Suppressor Protein p53/analysis
14.
Br J Radiol ; 78(930): 562-4, 2005 Jun.
Article in English | MEDLINE | ID: mdl-15900065

ABSTRACT

Duodenal diverticula occur very commonly, with a prevalence as high as 22%. They are most frequently located in the second or third portions of the duodenum, and by nature of their proximity to the head of the pancreas, can be mistaken for cystic pancreatic neoplasms by diagnostic imaging. Patients with presumed cystic neoplasms of the pancreas often receive pancreaticoduodenectomies, which at high volume medical centres carry mortality and morbidity rates of 2-4% and 29-44%, respectively. Although most duodenal diverticula are recognized in single or repeat CT scans by the presence of air or contrast medium within the diverticula, we present a case in which serial CTs failed to yield any clue to the diverticulum's true nature and pancreaticoduodenectomy was performed. For presumed cystic lesions adjacent to the duodenum, barium studies, endoscopy, and/or endoscopic ultrasound-guided aspiration should therefore be pursued in addition to all available CT evidence prior to surgery.


Subject(s)
Diverticulum/diagnostic imaging , Duodenal Diseases/diagnostic imaging , Pancreatic Neoplasms/diagnosis , Aged , Diagnosis, Differential , Diverticulum/pathology , Duodenal Diseases/pathology , Female , Humans , Pancreatic Neoplasms/pathology , Tomography, X-Ray Computed
16.
Br J Cancer ; 89(2): 338-43, 2003 Jul 21.
Article in English | MEDLINE | ID: mdl-12865927

ABSTRACT

The suppressor of cytokine signalling-1 (SOCS-1) gene is frequently silenced in human hepatocellular carcinoma by aberrant methylation. The aim of this study was to determine if SOCS-1 is inactivated in pancreatic ductal neoplasms, and to investigate if aberrant methylation of this gene affected the Janus kinase/signal transducers and activators of transcription (JAK/STAT) pathway. Aberrant methylation in the CpG island of the SOCS-1 gene was detected in six of 19 (31.6%) human pancreatic cancer cell lines using methylation-specific PCR, and was associated with a loss or reduction of gene expression in five of the six methylated cell lines. Thirteen of 60 pancreatic ductal adenocarcinomas (21.7%) and two of 34 intraductal papillary mucinous neoplasms (IPMNs) (5.9%) had methylated SOCS-1. In contrast, SOCS-1 methylation was not seen in pancreatic normal ductal epithelia (zero out of 15), in pancreatic intraepithelial neoplasia (PanINs) (zero out of 49) or in the IPMNs without infiltrating cancer (zero out of 20). 5-Aza-2'-deoxycytidine treatment of the SOCS-1-methylated pancreatic cancer cell lines led to restoration of SOCS-1 gene expression. Interleukin-6, which has been shown to act through the JAK/STAT pathway to increase cell growth, induced modest time and dose-dependent cell proliferation in a SOCS-1-methylated cell line (PL10, P=0.015) but not in two unmethylated cell lines. These results indicate that loss of SOCS-1 gene is associated with transcriptional silencing and may have growth-promoting effects, and that its methylation is a useful marker of pancreatic cancer.


Subject(s)
Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/pathology , Carrier Proteins/genetics , Carrier Proteins/metabolism , DNA Methylation , Gene Expression Regulation, Neoplastic , Intracellular Signaling Peptides and Proteins , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor , Female , Humans , Male , Middle Aged , Repressor Proteins , Reverse Transcriptase Polymerase Chain Reaction , Suppressor of Cytokine Signaling 1 Protein , Suppressor of Cytokine Signaling Proteins , Transcriptional Activation , Tumor Cells, Cultured
17.
Thorac Cardiovasc Surg ; 50(6): 347-50, 2002 Dec.
Article in English | MEDLINE | ID: mdl-12457311

ABSTRACT

BACKGROUND: Gene therapy in cardiovascular disease promises to be of great impact. The ideal vector for the therapeutic gene transfection remains to be determined. The aim of the present study was to investigate the efficacy of gene transfer using adeno-associated virus vectors carrying the lacZ-reporter gene (AAV-lacZ) in a previously described coronary recirculation model. METHODS: Beating Lewis rat hearts perfused with oxygenated Krebs-Henseleit solution were harvested, after which an atrial septal defect (ASD) was created. All vessels were tied, and AAV-lacZ was injected into the aortic root. The solution was recirculated through the ASD to the left side of the heart and pumped back to the coronary arteries by the left ventricle. Incubation was allowed for 20 min at 15 degrees C, and the hearts were subsequently transplanted heterotopically in syngeneic rats. Three increasing doses (109, 1,010, 1,011 e. u.) of AAV-lacZ virus vectors were used to study the rate of gene transfer. All hearts were harvested after 7-60 days and evaluated histologically for expression of the lacZ-gene. RESULTS: Dose-dependent gene transfer was observed. Even after 60 days, there was no obvious decline in gene expression. CONCLUSION: Adeno-associated virus vectors offer effective and uniform gene transfer in the myocardium after transcoronary injection and recirculation. Due to the lack of immune response previously described, no decrease in gene expression can be observed up to 60 days after injection.


Subject(s)
Dependovirus/genetics , Gene Expression , Genetic Therapy/methods , Heart Diseases/therapy , Animals , Cardioplegic Solutions/metabolism , Disease Models, Animal , Dose-Response Relationship, Drug , Gene Transfer Techniques , Genes, Reporter , Heart Diseases/genetics , Heart Transplantation , Lac Operon , Male , Myocardium/metabolism , Rats , Rats, Inbred Lew
18.
J Clin Pathol ; 55(5): 340-5, 2002 May.
Article in English | MEDLINE | ID: mdl-11986336

ABSTRACT

BACKGROUND: Peptic ulcer surgery may carry an increased risk for pancreatic cancer development. Molecular analysis of K-ras codon 12, frequently mutated in conventional pancreatic cancers, might provide insight into the aetiological mechanisms. METHODS: The relative risk of pancreatic cancer was computed by multivariate and person-year analysis in a cohort of 2633 patients who had undergone gastrectomy. Lung cancer risk was analysed as an indirect means of assessing smoking behaviour. K-ras codon 12 mutational analysis was performed on 15 postgastrectomy pancreatic cancers. RESULTS: There was an overall increased risk of pancreatic carcinoma of 1.8 (95% confidence interval, 1.3 to 2.6) five to 59 years postoperatively, which gradually increased to 3.6 at 35 years or more after surgery (chi(2) test for trend, p < 0.05). Multivariate analysis indicated that parameters other than postoperative interval did not influence the risk. Lung cancer risk was significantly increased after surgery, but no time trend was observed. The spectrum and prevalence of K-ras codon 12 mutations were comparable to conventional pancreatic cancer. CONCLUSIONS: Remote partial gastrectomy is associated with an increased risk of pancreatic cancer. Postgastrectomy and non-postgastrectomy pancreatic cancers may share similar aetiological factors, such as smoking. However, the neoplastic process in patients who have undergone gastrectomy appears to be accelerated by factors related to the surgery itself.


Subject(s)
Pancreatic Neoplasms/etiology , Peptic Ulcer/surgery , Postoperative Complications/etiology , Adolescent , Adult , Aged , Aged, 80 and over , Child , Cohort Studies , Duodenal Ulcer/surgery , Female , Genes, ras , Humans , Male , Middle Aged , Multivariate Analysis , Mutation/genetics , Netherlands/epidemiology , Pancreatic Neoplasms/mortality , Postoperative Complications/mortality , Postoperative Period , Risk Assessment , Risk Factors , Stomach Ulcer/surgery
19.
Am J Pathol ; 159(6): 2017-22, 2001 Dec.
Article in English | MEDLINE | ID: mdl-11733352

ABSTRACT

Despite the growing awareness of intraductal papillary-mucinous neoplasms (IPMNs) of the pancreas among clinicians, the molecular features of IPMNs have not been well characterized. Previous reports suggest that inactivation of the STK11/LKB1, a tumor-suppressor gene responsible for Peutz-Jeghers syndrome (PJS), plays a role in the pathogenesis of gastrointestinal hamartomas as well as several cancers, including pancreatic adenocarcinoma. Using polymerase chain reaction amplification of five microsatellite markers from the 19p13.3 region harboring the STK11/LKB1 gene, we analyzed DNA from 22 IPMNs for loss of heterozygosity (LOH). LOH at 19p13.3 was identified in 2 of 2 (100%) IPMNs from patients with PJS and 5 of 20 (25%) from patients lacking features of PJS (7 of 22, 32% overall). Sequencing analysis of the STK11/LKB1 gene in these IPMNs with LOH revealed a germline mutation in one IPMN that arose in a patient with PJS and a somatic mutation in 1 of the 20 sporadic IPMNs. None of the 22 IPMNs showed hypermethylation of the STK11/LKB1 gene. These results suggest that the STK11/LKB1 gene is involved in the pathogenesis of some IPMNs.


Subject(s)
Adenocarcinoma, Mucinous/genetics , Adenocarcinoma, Papillary/genetics , Pancreatic Neoplasms/genetics , Peutz-Jeghers Syndrome/genetics , Protein Serine-Threonine Kinases/genetics , AMP-Activated Protein Kinase Kinases , Adenocarcinoma, Mucinous/pathology , Adenocarcinoma, Papillary/pathology , Chromosomes, Human, Pair 19/genetics , DNA Methylation , DNA Mutational Analysis , DNA, Neoplasm/chemistry , DNA, Neoplasm/genetics , Gene Silencing , Germ-Line Mutation , Humans , Loss of Heterozygosity , Mutation , Pancreatic Ducts/pathology , Pancreatic Neoplasms/pathology , Peutz-Jeghers Syndrome/pathology
20.
Cancer Res ; 61(23): 8540-6, 2001 Dec 01.
Article in English | MEDLINE | ID: mdl-11731440

ABSTRACT

To identify CpG islands differentially methylated in pancreatic adenocarcinoma, we used methylated CpG island amplification (MCA) coupled with representational difference analysis. Of 42 CpG islands identified by MCA/representational difference analysis, 7 CpG islands [methylated in carcinoma of the pancreas (MICP)] were differentially methylated in a panel of eight pancreatic cancer cell lines compared with normal pancreas. In a larger panel of 75 pancreatic adenocarcinomas, these 7 MICPs (ppENK, Cyclin G, ZBP, MICP25, 27, 36, and 38) were methylated in 93, 3, 9, 15, 48, 19, and 41% of cancers, respectively, by methylation-specific PCR but not in any of 15 normal pancreata. In pancreatic cancer cell lines, methylation of ppENK, a gene with known growth suppressive properties, was associated with transcriptional silencing that was reversible with 5-aza-2'-deoxycytidine treatment. Relationships between the methylation patterns of pancreatic adenocarcinomas and their clinicopathological features were also determined. Larger pancreatic cancers and those from older patients (P = 0.017) harbored more methylated loci than smaller tumors and those from younger patients (P = 0.017). ppENK, MICP25, and 27 were variably methylated in normal gastric, duodenal, and colonic mucosae. These data indicate that aberrant methylation of ppENK and its transcriptional repression is a common event in pancreatic carcinogenesis.


Subject(s)
Adenocarcinoma/genetics , CpG Islands , DNA Methylation , Pancreatic Neoplasms/genetics , Adenocarcinoma/metabolism , Adenocarcinoma/pathology , Adult , Aged , Aged, 80 and over , Antimetabolites, Antineoplastic/pharmacology , Azacitidine/pharmacology , Cyclin G , Cyclin G1 , Cyclins/biosynthesis , Cyclins/genetics , Enkephalins/biosynthesis , Enkephalins/genetics , Humans , Microsatellite Repeats/genetics , Middle Aged , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , Protein Precursors/biosynthesis , Protein Precursors/genetics , Reverse Transcriptase Polymerase Chain Reaction
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