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1.
Cancer Lett ; 588: 216784, 2024 Apr 28.
Article in English | MEDLINE | ID: mdl-38458594

ABSTRACT

Glycolytic metabolism is a hallmark of pancreatic ductal adenocarcinoma (PDAC), and tumor-associated stromal cells play important roles in tumor metabolism. We previously reported that tumor-associated macrophages (TAMs) facilitate PDAC progression. However, little is known about whether TAMs are involved in regulating glycolysis in PDAC. Here, we found a positive correlation between CD68+ TAM infiltration and FDG maximal standardized uptake (FDG SUVmax) on PET-CT images of PDAC. We discovered that the glycolytic gene set was prominently enriched in the high TAM infiltration group through Gene Set Enrichment Analysis using The Cancer Genome Atlas database. Mechanistically, TAMs secreted IL-8 to promote GLUT3 expression in PDAC cells, enhancing tumor glycolysis both in vitro and in vivo, whereas this effect could be blocked by the IL-8 receptor inhibitor reparixin. Furthermore, IL-8 promoted the translocation of phosphorylated STAT3 into the nucleus to activate the GLUT3 promoter. Overall, we demonstrated that TAMs boosted PDAC cell glycolysis through the IL-8/STAT3/GLUT3 signaling pathway. Our cumulative findings suggest that the abrogation of TAM-induced tumor glycolysis by reparixin might exhibit an antitumor impact and offer a potential therapeutic target for PDAC.


Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Sulfonamides , Humans , Interleukin-8/genetics , Interleukin-8/metabolism , Glucose Transporter Type 3/genetics , Glucose Transporter Type 3/metabolism , Tumor-Associated Macrophages/metabolism , Fluorodeoxyglucose F18/therapeutic use , Positron Emission Tomography Computed Tomography , Macrophages/metabolism , Pancreatic Neoplasms/pathology , Carcinoma, Pancreatic Ductal/pathology , Signal Transduction , Glycolysis , Cell Line, Tumor , STAT3 Transcription Factor/genetics , STAT3 Transcription Factor/metabolism
2.
Radiat Oncol ; 18(1): 79, 2023 May 10.
Article in English | MEDLINE | ID: mdl-37165440

ABSTRACT

BACKGROUND: Nearly one fourth of patients with pancreatic ductal adenocarcinoma (PDAC) occur to liver metastasis after surgery, and liver metastasis is a risk factor for prognosis for those patients with surgery therapy. However, there is no effective way to predict liver metastasis post-operation. METHOD: Clinical data and preoperative magnetic resonance imaging (MRI) of PDAC patients diagnosed between July 2010 and July 2020 were retrospectively collected from three hospital centers in China. The significant MRI radiomics features or clinicopathological characteristics were used to establish a model to predict liver metastasis in the development and validation cohort. RESULTS: A total of 204 PDAC patients from three hospital centers were divided randomly (7:3) into development and validation cohort. Due to poor predictive value of clinical features, MRI radiomics model had similar receiver operating characteristics curve (ROC) value to clinical-radiomics combing model in development cohort (0.878 vs. 0.880, p = 0.897) but better ROC in validation dataset (0.815 vs. 0.732, p = 0.022). Radiomics model got a sensitivity of 0.872/0.750 and a specificity of 0.760/0.822 to predict liver metastasis in development and validation cohort, respectively. Among 54 patients randomly selected with post-operation specimens, fibrosis markers (α-smooth muscle actin) staining was shown to promote radiomics model with ROC value from 0.772 to 0.923 (p = 0.049) to predict liver metastasis. CONCLUSION: This study developed and validated an MRI-based radiomics model and showed a good performance in predicting liver metastasis in resectable PDAC patients.


Subject(s)
Adenocarcinoma , Carcinoma, Pancreatic Ductal , Liver Neoplasms , Pancreatic Neoplasms , Humans , Retrospective Studies , Magnetic Resonance Imaging/methods , Pancreatic Neoplasms/diagnostic imaging , Pancreatic Neoplasms/surgery , Pancreatic Neoplasms/pathology , Carcinoma, Pancreatic Ductal/diagnostic imaging , Carcinoma, Pancreatic Ductal/surgery , Carcinoma, Pancreatic Ductal/pathology , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/surgery , Magnetic Resonance Spectroscopy , Pancreatic Neoplasms
3.
J Transl Med ; 21(1): 43, 2023 01 23.
Article in English | MEDLINE | ID: mdl-36691046

ABSTRACT

BACKGROUND: Intrahepatic cholangiocarcinoma (ICC) is a malignant disease characterized by onset occult, rapid progression, high relapse rate, and high mortality. However, data on how the tumor microenvironment (TME) regulates ICC metastasis at the transcriptomic level remains unclear. This study aimed to explore the mechanisms and interactions between hepatocytes and ICC cells. METHODS: We analyzed the interplay between ICC and liver microenvironment through cytokine antibody array analysis. Then we investigated the role of N6-methyladenosine (m6A) modification and the downstream target in vitro, in vivo experiments, and in clinical specimens. RESULTS: Our study demonstrated that cytokine CCL3, which is secreted by hepatocytes, promotes tumor metastasis by regulating m6A modification via vir-like m6A methyltransferase associated (VIRMA) in ICC cells. Moreover, immunohistochemical analyses showed that VIRMA correlated with poor outcomes in ICC patients. Finally, we confirmed both in vitro and in vivo that CCL3 could activate VIRMA and its critical downstream target SIRT1, which fuels tumor metastasis in ICC. CONCLUSIONS: In conclusion, our results enhanced our understanding of the interaction between hepatocytes and ICC cells, and revealed the molecular mechanism of the CCL3/VIRMA/SIRT1 pathway via m6A-mediated regulation in ICC metastasis. These studies highlight potential targets for the diagnosis, treatment, and prognosis of ICC.


Subject(s)
Bile Duct Neoplasms , Cholangiocarcinoma , Humans , Sirtuin 1 , Neoplasm Recurrence, Local , Cholangiocarcinoma/metabolism , Prognosis , Bile Ducts, Intrahepatic/metabolism , Bile Duct Neoplasms/metabolism , Hepatocytes/pathology , Cytokines , Cell Line, Tumor , Tumor Microenvironment
4.
Pharmacol Res ; 187: 106555, 2023 01.
Article in English | MEDLINE | ID: mdl-36403721

ABSTRACT

BACKGROUND: Perineural invasion (PNI) has a high incidence and poor prognosis in pancreatic ductal adenocarcinoma (PDAC). Our study aimed to identify the underlying molecular mechanism of PNI and propose effective intervention strategies. METHODS: To observe PNI in vitro and in vivo, a Matrigel/ dorsal root ganglia (DRG) model and a murine sciatic nerve invasion model were respectively used. Magnetic resonance (MR) imaging and positron emission tomography/computed tomography (PET-CT) imaging were also used to evaluate tumor growth. Publicly available datasets and PDAC tissues were used to verify how the nerve cells regulate PDAC cells' PNI. RESULTS: Our results showed that glutamate from nerve cells could cause calcium influx in PDAC cells via the N-methyl-d-aspartate receptor (NMDAR), subsequently activating the downstream Ca2+ dependent protein kinase CaMKII/ERK-MAPK pathway and promoting the mRNA transcription of gene METTL3. Next, METTL3 upregulates the expression of hexokinase 2 (HK2) through N6-methyladenosine (m6A) modification in mRNA, enhances the PDAC cells' glycolysis, and promotes PNI. Furthermore, the IONPs-PEG-scFvCD44v6-scAbNMDAR2B nanoparticles dual targeting CD44 variant isoform 6 (CD44v6) and t NMDAR subunit 2B (NMDAR2B) on PDAC cells were synthesized and verified showing a satisfactory blocking effect on PNI. CONCLUSIONS: Here, we firstly provided evidence that glutamate from the nerve cells could upregulate the expression of HK2 through mRNA m6A modification via NMDAR2B and downstream Ca2+ dependent CaMKII/ERK-MAPK pathway, enhance the glycolysis in PDAC cells, and ultimately promote PNI. In addition, the dual targeting nanoparticles we synthesized were verified to block PNI effectively in PDAC.


Subject(s)
Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Mice , Animals , Glutamic Acid , Hexokinase , Calcium-Calmodulin-Dependent Protein Kinase Type 2 , Positron Emission Tomography Computed Tomography , Neoplasm Invasiveness , Pancreatic Neoplasms/metabolism , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/metabolism , Neurons/metabolism , Cell Line, Tumor , Pancreatic Neoplasms
5.
Cancers (Basel) ; 14(19)2022 Sep 28.
Article in English | MEDLINE | ID: mdl-36230646

ABSTRACT

Pancreatic ductal adenocarcinoma (PDAC) is one of the highest mortalities malignant tumors, which is characterized by difficult diagnosis, rapid progression and high recurrence rate. Nevertheless, PDAC responds poorly to conventional therapies, which highlights the urgency to identify novel prognostic and therapeutic targets. LEMT2 was a newly discovered protein-encoding gene with little cancer research and an unclear mechanism. Thus, this study aimed to illustrate LETM2 as the crucial oncogene for tumor progression in PDAC. In this study, we analyzed the expression level and prognostic value of LETM2 in multiple cancers using pan-cancer analysis. The analyses based on the TCGA-GTEx dataset indicated that the LETM2 expression was obviously elevated in several cancers, and it was the most significantly related to the dismal prognosis of PDAC. Subsequently, we demonstrated the functional role and mechanism of LETM2 by clinical sample evaluation, and in in vitro and in vivo experiments. Immunohistochemical analyses showed that high expression of LETM2 was correlated with poor outcomes of PDAC. Moreover, we demonstrated that LETM2 knockdown significantly inhibited tumor proliferation and metastasis, and promoted cell apoptosis, while LETM2 overexpression exerted the opposite effects. Finally, the impairment caused by LETM2-knockdown could be recovered via excitation of the PI3k-Akt pathway in vitro and in vivo animal models, which suggested that LETM2 could activate the downstream PI3K-Akt pathway to participate in PDAC progression. In conclusion, the study enhanced our understanding of LETM2 as an oncogene hallmark of PDAC. LETM2 may facilitate tumor progression by activating the PI3K-Akt signaling pathway, which provides potential targets for the diagnosis, treatment, and prognosis of pancreatic cancer.

6.
Biomater Sci ; 10(20): 5989-6002, 2022 Oct 11.
Article in English | MEDLINE | ID: mdl-36052559

ABSTRACT

Pancreatic stellate cells (PSCs) constitute the fibrotic tumor microenvironment composed of the stroma matrix, which blocks the penetration of gemcitabine (GEM) in pancreatic adenocarcinoma (PDAC) and results in chemoresistance. We analyzed the expression of α-SMA, collagen type I, and fibronectin by immunohistochemistry of pancreatic cancer tissues and demonstrated that the abundant interstitial stroma is associated with dismal survival. Two desmoplastic pancreatic tumor models are treated with arsenic trioxide (ATO) and GEM to confirm the sensitizing effect of ATO on GEM. RNA-seq was performed to analyze the potential fibrotic genes regulated by ATO. Western blotting, CCK-8 methods, colony formation, and wound healing and transwell assays were utilized to verify that ATO attenuates the tumor-promoting ability of PSCs by inhibiting its activation and decreasing matrix secretion via the PI3K/AKT/AP4/galectin-1 pathway. Furthermore, we developed targeted ATO-loaded nanoparticles self-assembled by poly (D,L-lactide) and poly(ethylene glycol) (PEG-PDLLA) and modified by the single-chain antibody of FAP-α (scAbFAP-α) (scAb-ATO-NPs) to promote the delivery efficiency of ATO to PSCs and enhance anti-tumor effects with gemcitabine. Herein, we elucidate the mechanism of how ATO inhibits the activation of PSCs and enhances the therapeutic effect of GEM. We propose a novel cocktail therapy including scAb-ATO-NPs and GEM, indicating a new perspective in the treatment of PDAC.


Subject(s)
Adenocarcinoma , Nanoparticles , Pancreatic Neoplasms , Adenocarcinoma/pathology , Arsenic Trioxide/therapeutic use , Cell Line, Tumor , Collagen Type I/metabolism , Deoxycytidine/analogs & derivatives , Fibronectins/metabolism , Galectin 1/metabolism , Humans , Pancreatic Neoplasms/metabolism , Pancreatic Stellate Cells/metabolism , Pancreatic Stellate Cells/pathology , Phosphatidylinositol 3-Kinases/metabolism , Polyethylene Glycols/pharmacology , Proto-Oncogene Proteins c-akt/metabolism , Sincalide/metabolism , Sincalide/pharmacology , Sincalide/therapeutic use , Gemcitabine , Pancreatic Neoplasms
7.
J Cancer ; 13(8): 2540-2558, 2022.
Article in English | MEDLINE | ID: mdl-35711842

ABSTRACT

Pancreatic adenocarcinoma (PAAD) is a digestive tumor with extremely high malignancy. Previous studies have reported that Glucose transporter 1 (GLUT1) contributes to the aggressive tumor progression in various cancer types and indicates an unfavorable prognosis. However, the function of GLUT1 in PAAD remains largely unclear. Through pan-cancer analysis of GLUT1 expression, GLUT1 expression was significantly higher in several cancer types including PAAD. Survival analysis based on the GLUT1 expression showed that GLUT1 could serve as a predictor of poor prognosis. We further predicted and screened the candidate non-coding RNAs (ncRNAs) upstream of the GLUT1 mRNA through correlation analysis, and found that the CASC19/miR-140-5p axis contributing to the regulation of GLUT1 expression. Our study suggested a link exists between GLUT1 expression and selected immunity-related indicators. Subsequent analysis revealed overexpression of GLUT1 in pancreatic cancer specimens and patients with highly expressed GLUT1 expression had worse prognosis. Based on the significantly different expression of GLUT1, the possibility that GLUT1 participated in tumor progression was identified. Using online public databases, genes co-expressed with GLUT1 were screened and enriched to metastasis-related pathways by enrichment analysis. Additionally, functional assays verified that GLUT1 could function in the metastatic process of PAAD cancer cells. Therefore, we proposed that GLUT1 might serve as a role in tumor immunity and tumor metastasis, and was expected to be a prognostic factor in PAAD.

8.
Front Genet ; 12: 632803, 2021.
Article in English | MEDLINE | ID: mdl-34276760

ABSTRACT

OBJECTIVE: Growing evidence has highlighted that the immune and stromal cells that infiltrate in pancreatic cancer microenvironment significantly influence tumor progression. However, reliable microenvironment-related prognostic gene signatures are yet to be established. The present study aimed to elucidate tumor microenvironment-related prognostic genes in pancreatic cancer. METHODS: We applied the ESTIMATE algorithm to categorize patients with pancreatic cancer from TCGA dataset into high and low immune/stromal score groups and determined their differentially expressed genes. Then, univariate and LASSO Cox regression was performed to identify overall survival-related differentially expressed genes (DEGs). And multivariate Cox regression analysis was used to screen independent prognostic genes and construct a risk score model. Finally, the performance of the risk score model was evaluated by Kaplan-Meier curve, time-dependent receiver operating characteristic and Harrell's concordance index. RESULTS: The overall survival analysis demonstrated that high immune/stromal score groups were closely associated with poor prognosis. The multivariate Cox regression analysis indicated that the signatures of four genes, including TRPC7, CXCL10, CUX2, and COL2A1, were independent prognostic factors. Subsequently, the risk prediction model constructed by those genes was superior to AJCC staging as evaluated by time-dependent receiver operating characteristic and Harrell's concordance index, and both KRAS and TP53 mutations were closely associated with high risk scores. In addition, CXCL10 was predominantly expressed by tumor associated macrophages and its receptor CXCR3 was highly expressed in T cells at the single-cell level. CONCLUSIONS: This study comprehensively investigated the tumor microenvironment and verified immune/stromal-related biomarkers for pancreatic cancer.

9.
Transl Cancer Res ; 10(11): 4773-4785, 2021 Nov.
Article in English | MEDLINE | ID: mdl-35116330

ABSTRACT

BACKGROUND: The tumor inflammatory microenvironment plays a vital role in the initiation and progression of pancreatic cancer (PC). Both the lymphocyte-to-monocyte ratio (LMR) and preoperative peripheral blood monocytes are related to the prognosis of PC patients. However, the direct effect of monocytes on PC cells is not fully understood. The current study aimed to assess the effect of monocytes on PC and explore its potential mechanism. METHODS: The cutoff value of peripheral blood monocytes was evaluated by the receiver operating characteristic (ROC) curve. Transwell migration and invasion assays were used to detect the mobility of PC cells. The cytokines derived from monocytes were measured by quantitative real-time polymerase chain reaction (qRT-PCR). Western blotting was utilized to assess the expression of epithelial-mesenchymal transition (EMT) related markers. The expression level of Snail in PC tissue was determined by immunohistochemical (IHC) staining. RESULTS: A high monocyte count was inversely correlated with lymph node status and 5-year overall survival in PC. The PC cells underwent a cellular morphology change and increased cell motility after coculture with THP-1 monocytes. The THP-1 monocytes secreted various proinflammatory cytokines, including tumor necrosis factor-α (TNF-α) and interleukin-1α (IL-1α), which activated the nuclear factor-κB (NF-κB) signaling pathway leading to the upregulation of Snail and thereby promoting the EMT of PC cells. The expression level of Snail correlated significantly with the density of peripheral blood monocytes, and their level status was significantly associated with 5-year overall survival. CONCLUSIONS: These findings indicated that elevated monocytes counts were a poor prognostic marker in PC, and monocytes could directly induce the EMT process of PC cells by upregulating Snail expression through the NF-κB signaling pathway.

10.
Biochem Pharmacol ; 189: 114085, 2021 07.
Article in English | MEDLINE | ID: mdl-32522594

ABSTRACT

The therapeutic effect of gemcitabine (GEM) in pancreatic ductal adenocarcinoma (PDAC) is limited due to low drug sensitivity and high drug resistance. Tissue inhibitor of matrix metalloprotease 1 (TIMP1) is reportedly associated with GEM resistance in PDAC. However, the effect of TIMP1 down-regulation in combination with GEM treatment is unknown. We analyzed the expression of TIMP1 in human PDAC tissue using western blot, quantitative real-time polymerase chain reaction (qRT-PCR), and immunohistochemistry. TIMP1 was highly expressed in PDAC specimens. Kaplan-Meier survival analysis suggested that a higher level of TIMP1 was correlated with poorer overall survival in 103 PDAC patients. The mRNA and protein expression profiles of TIMP1 were explored in the HTERT-HPNE human pancreatic ductal epithelium cell line, five PDAC cell lines (MIA PaCa-2, PANC-1, BxPC-3, Capan2, and SW1990), and two GEM-resistant PDAC cell lines (MIA PaCa-2R and PANC-1R). Compared with HTERT-HPNE, TIMP1 was highly expressed in the PDAC cell lines. In addition, TIMP1 was upregulated in GEM-resistant PDAC cell lines compared with their parental cells. When TIMP1 was knocked-down using short hairpin RNA, GEM-induced cytotoxicity and apoptosis were increased, while colony formation was repressed in MIA PaCa-2, PANC-1, and their GEM-resistant cells. When Bax was activated by BAM7 or Bcl-2 was inhibited by venetoclax, CCK-8 assays demonstrated that GEM sensitivity was restored in GEM-resistant cells. When Bax was down-regulated by siRNA, CCK-8 assays verified that GEM sensitivity was decreased in PDAC cells. The observations that TIMP1 knockdown enhanced GEM sensitivity and reversed chemoresistance by inducing cells apoptosis indicated cooperative antitumor effects of shTIMP1 and GEM therapy on PDAC cells. The combination may be a potential strategy for PDAC therapy.


Subject(s)
Antimetabolites, Antineoplastic/therapeutic use , Deoxycytidine/analogs & derivatives , Down-Regulation/drug effects , Drug Resistance, Neoplasm/drug effects , Pancreatic Neoplasms/metabolism , Tissue Inhibitor of Metalloproteinase-1/metabolism , Antimetabolites, Antineoplastic/pharmacology , Cell Line, Tumor , Cell Survival/drug effects , Cell Survival/physiology , Deoxycytidine/pharmacology , Deoxycytidine/therapeutic use , Dose-Response Relationship, Drug , Down-Regulation/physiology , Drug Resistance, Neoplasm/physiology , Humans , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , RNA, Small Interfering/administration & dosage , RNA, Small Interfering/genetics , Tissue Inhibitor of Metalloproteinase-1/antagonists & inhibitors , Tissue Inhibitor of Metalloproteinase-1/genetics , Gemcitabine
11.
Mol Cancer ; 19(1): 109, 2020 06 24.
Article in English | MEDLINE | ID: mdl-32580736

ABSTRACT

BACKGROUND: We previously reported an inverse relationship between B cell-specific Moloney murine leukemia virus integration site 1 (Bmi-1) and Raf kinase inhibitory protein (RKIP), which is associated with the prognosis of gastric cancer (GC). In this study, we further explored the microRNA (miRNA) regulatory mechanism between Bmi-1 and RKIP. METHODS: Microarray analysis was first carried out to identify miRNA profiles that were differentially expressed in cells overexpressing Bmi-1. Then, miRNAs that could regulate RKIP were identified. Quantitative real-time PCR (qRT-PCR) and Western blotting were performed to measure the expression of Bmi-1, miR-155, miR-27a and RKIP. RKIP was confirmed as a target of miR-27a and miR-155 through luciferase reporter assays, qRT-PCR and Western blotting. The effects of the Bmi-1/miR-27a/RKIP and Bmi-1/miR-155/RKIP axes on tumor growth, proliferation, migration, invasion, colony-formation ability, metastasis and chemoresistance were investigated both in vitro and in vivo. RESULTS: The downregulation of RKIP by Bmi-1 occurred at the protein but not mRNA level. This indicates probable posttranscriptional regulation. miRNA expression profiles of cells with ectopic expression of Bmi-1 were analyzed and compared to those of control cells by microarray analysis. A total of 51 upregulated and 72 downregulated miRNAs were identified. Based on publicly available algorithms, miR-27a and miR-155 were predicted, selected and demonstrated to target RKIP. Bmi-1, miR-27a and miR-155 are elevated in human GC and associated with poor prognosis of GC, while RKIP is expressed at lower levels in GC and correlated with good prognosis. Then, in vitro tests shown that in addition to regulating RKIP expression via miR-27a and miR-155, Bmi-1 was also able to regulate the migration, invasion, proliferation, colony-formation ability and chemosensitivity of GC cells through the same pathway. Finally, the in vivo test showed similar results, whereby the knockdown of the Bmi-1 gene led to the inhibition of tumor growth, metastasis and chemoresistance through miR-27a and miR-155. CONCLUSIONS: Bmi-1 was proven to induce the expression of miR-27a and miR-155 and thus promote tumor metastasis and chemoresistance by targeting RKIP in GC. Overall, miR-27a and miR-155 might be promising targets for the screening, diagnosis, prognosis, treatment and disease monitoring of GC.


Subject(s)
Biomarkers, Tumor/metabolism , Drug Resistance, Neoplasm , MicroRNAs/genetics , Phosphatidylethanolamine Binding Protein/metabolism , Polycomb Repressive Complex 1/metabolism , Proto-Oncogene Proteins/metabolism , Stomach Neoplasms/pathology , Animals , Apoptosis , Biomarkers, Tumor/genetics , Cell Movement , Cell Proliferation , Female , Gene Expression Regulation, Neoplastic , Humans , Mice , Mice, Inbred BALB C , Mice, Nude , Neoplasm Metastasis , Phosphatidylethanolamine Binding Protein/genetics , Polycomb Repressive Complex 1/genetics , Prognosis , Proto-Oncogene Proteins/genetics , Stomach Neoplasms/genetics , Stomach Neoplasms/metabolism , Survival Rate , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
12.
Cancer Med ; 9(9): 2971-2980, 2020 05.
Article in English | MEDLINE | ID: mdl-32108437

ABSTRACT

PURPOSE: The diagnostic value of nomogram in pancreatic cancer (PC) with liver metastasis (PCLM) is still largely unknown. We sought to develop and validate a novel nomogram for the prediction of liver metastasis in patients with PC. METHOD: About 604 pathologically confirmed PC patients from the Sun Yat-sen University Cancer Center (SYSUCC) between July, 2001 and December, 2013 were retrospectively studied. The SYSUCC cohort was randomly assigned to as the training set and internal validation set. Using these two sets, we derived and validated a prognostic model by using concordance index and calibration curves. Another two independent cohorts between August, 2002 and December, 2013 from the Sun Yat-sen Memorial Hospital (SYSMH, n = 335) and Guangdong General Hospital (GDGH, n = 503) was used for external validation. RESULT: Computed tomography (CT) reported liver metastasis status, carcinoembryonic antigen (CEA) level and differentiation type were identified as risk factors for PCLM in the training set. The final diagnostic model demonstrated good calibration and discrimination with a concordance index of 0.97 and had a robust internal validation. The score ability to diagnose PCLM was further externally validated in SYSMH and GDGH with a concordance index of 0.93. The model showed better calibration and discrimination than CT, CEA and differentiation in each cohort. CONCLUSION: Based on a large multi-institution database and on the routinely observed CT-reported status, CEA level and tumor differentiation in clinical practice, we developed and validated a novel nomogram to predict PLCM.


Subject(s)
Biomarkers, Tumor/analysis , Liver Neoplasms/secondary , Nomograms , Pancreatic Neoplasms/pathology , Female , Follow-Up Studies , Gastrectomy , Humans , Liver Neoplasms/metabolism , Liver Neoplasms/surgery , Male , Middle Aged , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/surgery , Prognosis , ROC Curve , Retrospective Studies , Risk Factors
13.
Nanoscale ; 12(7): 4473-4490, 2020 Feb 21.
Article in English | MEDLINE | ID: mdl-32031201

ABSTRACT

Precise diagnosis and effective treatment are crucial to the prognosis of pancreatic ductal adenocarcinoma (PDAC). Magnetic iron oxide nanoparticles (IONPs) are superior magnetic resonance imaging (MRI) contrast agents, while antibodies are significant immunotherapy reagents. Herein, we firstly generated a novel nanocomposite combining triple single chain antibodies (scAbs) and IONPs for the detection and treatment of PDAC. METHODS: Triple scAbs (scAbMUC4, scAbCEACAM6, scFvCD44v6, MCC triple scAbs) were conjugated to the surface of polyethylene glycol modified IONPs (IONPs-PEG), forming the IONPs-PEG-MCC triple scAbs nanocomposite. Characterization of the nanocomposite was performed, and its cytotoxicity, specificity, and apoptosis induction were evaluated. In vivo MRI study and anti-pancreatic cancer effect assessment were performed in tumor-bearing nude mice. RESULTS: The size of the IONPs-PEG-MCC triple scAbs nanocomposite was about 23.6 nm. The nanocomposite was non-toxic to normal pancreatic ductal epithelial cells, and could specifically bind to and be internalized by MUC4/CEACAM6/CD44v6-expressing PDAC cells. With an r2 relaxivity of 104.2 mM-1 s-1, the IONPs-PEG-MCC triple scAbs nanocomposite could significantly shorten the MRI T2-weighted signal intensity both in vitro and in vivo. The IONPs-PEG-MCC triple scAbs nanocomposite also showed a favorable anti-pancreatic cancer effect. CONCLUSION: In the present study, the IONPs-PEG-MCC triple scAbs nanocomposite was firstly confirmed as a bi-functional nanocomposite in both MRI and treatment, providing its critical clinical transformation potential in PDAC detection and treatment.


Subject(s)
Antineoplastic Agents, Immunological , Contrast Media , Drug Delivery Systems , Magnetic Resonance Imaging , Nanoparticles , Pancreatic Neoplasms , Single-Chain Antibodies , Antineoplastic Agents, Immunological/chemistry , Antineoplastic Agents, Immunological/pharmacology , Cell Line, Tumor , Contrast Media/chemistry , Contrast Media/pharmacology , Humans , Nanoparticles/chemistry , Nanoparticles/therapeutic use , Pancreatic Neoplasms/diagnostic imaging , Pancreatic Neoplasms/drug therapy , Single-Chain Antibodies/chemistry , Single-Chain Antibodies/pharmacology
14.
Oncol Lett ; 18(5): 5129-5138, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31612024

ABSTRACT

The incidence of colorectal neuroendocrine tumors (NETs) is gradually increasing with the increasing availability of colonoscopy and computed tomography. However, prognostic and metastatic factors for colorectal NETs are unknown. The aim of the present study was to identify clinicopathological prognostic and metastasis-related risk factors for colorectal NETs. Based on the Surveillance, Epidemiology and End Results (SEER) program, the data of 3,093 patients with colorectal NETs were included in the present study. χ2 test, crosstabulation, Kaplan-Meier method, Cox proportional hazard regression model, nomogram and logistic regression analysis were used to evaluate the risk factors. Systemic analysis of data from 3,093 patients revealed that age (P<0.001), marital status (P<0.001), number of malignant tumors (P<0.001), histopathological grade (P<0.001) and clinical stage (P<0.001) were independent prognostic factors of cancer-specific survival (CSS). Among them, married patients exhibited longer CSS compared with unmarried patients (P<0.05). A nomogram based on these five factors with an area under the curve of 0.921 [95% confidence interval (CI), 0.908-0.934; P<0.001] was constructed. Age (P=0.010), primary tumor site (P<0.001), surgery (P<0.001), tumor size (P<0.001) and histopathological grade (P<0.001) were risk factors for distant metastasis of colorectal NETs. In conclusion, age, marital status, number of malignant tumors, histopathological grade and clinical stage may be independent prognostic factors for CSS of colorectal NETs, and the nomogram may have higher predictive efficiency compared with clinical stage. Age, primary tumor site, surgery, tumor size and histopathological grade may be risk factors for the distant metastasis of colorectal NETs.

15.
Cancer Med ; 7(11): 5679-5690, 2018 11.
Article in English | MEDLINE | ID: mdl-30311406

ABSTRACT

Tumor-associated macrophages (TAMs) are abundant population of inflammatory cells which play an essential role in remodeling tumor microenvironment and tumor progression. Previously, we found the high density of TAMs was correlated with lymph node metastasis and poor prognosis in pancreatic ductal adenocarcinoma (PDAC). Therefore, this study was designed to investigate the mechanisms of interaction between TAMs and PDAC. THP-1 monocytes were the exposure to conditioned media (CM) produced by PDAC cells; then, monocyte recruitment and macrophage differentiation were assessed. CM from PDAC attracted and polarized THP-1 monocytes to tumor-driven like macrophages. mRNA expression cytokine profiling and ELISA identified the IL-8 secretion was increasing in tumor-driven like macrophages, and STAT3 pathway was involved. Addition of exogenous recombinant human IL-8 promoted PDAC cells motility in vitro and metastasis in vivo via upregulating Twist expression, which mediated epithelial-mesenchymal transition in cancer cells. What is more, IL-8 expression level in tumor stroma by immunohistochemical analysis was related to lymph node metastasis, the number of tumor CD68 but not CD163 positive macrophages and patient outcome. Taken together, these findings shed light on the important interplay between cancer cells and TAMs in tumor microenvironment and suggested that IL-8 signaling might be a potential therapeutic target for PDAC.


Subject(s)
Carcinoma, Pancreatic Ductal/pathology , Interleukin-8/genetics , Interleukin-8/metabolism , Macrophages/metabolism , Monocytes/cytology , Pancreatic Neoplasms/pathology , Animals , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/metabolism , Cell Differentiation/drug effects , Cell Line, Tumor , Cell Movement/drug effects , Culture Media, Conditioned/pharmacology , Epithelial-Mesenchymal Transition , Gene Expression Regulation, Neoplastic , Humans , Macrophages/pathology , Mice , Monocytes/drug effects , Monocytes/metabolism , Neoplasm Metastasis , Neoplasm Transplantation , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , STAT3 Transcription Factor/metabolism , Signal Transduction , THP-1 Cells , Tumor Microenvironment , Up-Regulation , Pancreatic Neoplasms
16.
Theranostics ; 8(11): 3074-3086, 2018.
Article in English | MEDLINE | ID: mdl-29896303

ABSTRACT

The molecular mechanism of perineural invasion (PNI) is unclear, and insufficient detection during early-stage PNI in vivo hampers its investigation. We aimed to identify a cytokine paracrine loop between pancreatic ductal adenocarcinoma (PDAC) cells and nerves and established a noninvasive method to monitor PNI in vivo. Methods: A Matrigel/ dorsal root ganglia (DRG) system was used to observe PNI in vitro, and a murine sciatic nerve invasion model was established to examine PNI in vivo. PNI was assessed by MRI with iron oxide nanoparticle labeling. We searched publicly available datasets as well as obtained PDAC tissues from 30 patients to examine MMP1 expression in human tumor and non-tumor tissues. Results: Our results showed that matrix metalloproteinase-1 (MMP1) activated AKT and induced protease-activated receptor-1 (PAR1)-expressing DRG to release substance P (SP), which, in turn, activated neurokinin 1 receptor (NK1R)-expressing PDAC cells and enhanced cellular migration, invasion, and PNI via SP/NK1R/ERK. In animals, hind limb paralysis and a decreased hind paw width were observed approximately 20 days after inoculation of cancer cells in the perineurium. MMP1 silencing with shRNA or treatment with either a PAR1 or an NK1R antagonist inhibited PNI. MRI detected PNI as early as 10 days after implantation of PDAC cells. PNI also induced PDAC liver metastasis. Bioinformatic analyses and pathological studies on patient tissues corroborated the clinical relevance of these findings. Conclusion: In this study, we provided evidence that the MMP1/PAR1/SP/NK1R paracrine loop contributes to PNI during the early stage of primary tumor formation. Furthermore, we established a sensitive and non-invasive method to detect nerve invasion using iron oxide nanoparticles and MRI.


Subject(s)
Carcinoma, Pancreatic Ductal/pathology , Matrix Metalloproteinase 1/metabolism , Pancreatic Neoplasms/pathology , Paracrine Communication , Receptor, PAR-1/metabolism , Receptors, Neurokinin-1/metabolism , Substance P/metabolism , Animals , Carcinoma, Pancreatic Ductal/metabolism , Cell Line, Tumor , Cell Movement , Ferric Compounds/metabolism , Ganglia, Spinal/metabolism , Ganglia, Spinal/pathology , Humans , Matrix Metalloproteinase 1/genetics , Mice , Mice, Inbred BALB C , Mice, Nude , Murinae , Nanoparticles , Neoplasm Metastasis , Pancreas/metabolism , Pancreas/pathology , Pancreatic Neoplasms/metabolism , Receptor, PAR-1/genetics , Receptors, Neurokinin-1/genetics , Sciatic Nerve/metabolism , Sciatic Nerve/pathology , Substance P/genetics
17.
Int J Cancer ; 142(11): 2323-2334, 2018 06 01.
Article in English | MEDLINE | ID: mdl-29315556

ABSTRACT

Oncogenic KRAS plays a crucial role in pancreatic ductal adenocarcinoma (PDAC) development and progression. However, the mechanism has not been clearly elucidated. RKIP is a tumor repressor, and loss of RKIP has been shown in PDAC. Here, we found that KRAS expression was inversely correlated with RKIP expression in PDAC fresh tissue regardless of the KRAS mutant status. The negative correlation between KRAS and RKIP was further confirmed in our PDAC tissue microarray. KRAS overexpression and RKIP downregulation were associated with poor clinical outcomes. Knockdown or overexpression of KRAS in PDAC cell lines robustly increased or decreased, respectively, RKIP protein and mRNA levels. Furthermore, the MAPK-ERK pathway was involved in the regulation of RKIP. KRAS-regulated RKIP expression, which in turn affected the expression of pivotal epithelial-mesenchymal transition (EMT) and apoptosis factors. The biological function of the KRAS-RKIP axis was demonstrated in human pancreatic cancer cells in vitro and in vivo. KRAS knockdown increased RKIP expression and inhibited metastasis and chemoresistance. Moreover, the feature of metastasis and chemoresistance was rescued in the KRAS-knockdown cells through the inhibition of RKIP by RNA interference. In conclusion, our studies demonstrate how KRAS inhibits the tumor suppressor RKIP, thus offering novel justification for targeting RKIP as a strategy to overcome KRAS-induced tumor metastasis and chemoresistance in PDAC.


Subject(s)
Drug Resistance, Neoplasm/genetics , MAP Kinase Signaling System , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , Phosphatidylethanolamine Binding Protein/antagonists & inhibitors , Proto-Oncogene Proteins p21(ras)/genetics , Animals , Cell Line, Tumor , Cell Proliferation/genetics , Gene Expression Regulation, Neoplastic , Genotype , Humans , Immunohistochemistry , Mice , Neoplasm Metastasis , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/pathology , Phosphatidylethanolamine Binding Protein/metabolism , Protein Binding , Proto-Oncogene Proteins p21(ras)/metabolism
18.
Cancer Sci ; 108(7): 1493-1503, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28444967

ABSTRACT

Tumor metastasis occurs naturally in pancreatic cancer, and the efficacy of chemotherapy is usually poor. Precision medicine, combining downregulation of target genes with chemotherapy drugs, is expected to improve therapeutic effects. Therefore, we developed a combined therapy of microRNA-21 antisense oligonucleotides (ASO-miR-21) and gemcitabine (Gem) using a targeted co-delivery nanoparticle (NP) carrier and investigated the synergistic inhibitory effects on pancreatic cancer cells metastasis and growth. Polyethylene glycol-polyethylenimine-magnetic iron oxide NPs were used to co-deliver ASO-miR-21 and Gem. An anti-CD44v6 single-chain variable fragment (scFvCD44v6 ) was used to coat the particles to obtain active and targeted delivery. Our results showed that the downregulation of the oncogenic miR-21 by ASO resulted in upregulation of the tumor-suppressor genes PDCD4 and PTEN and the suppression of epithelial-mesenchymal transition, which inhibited the proliferation and induced the clonal formation, migration, and invasion of pancreatic cancer cells in vitro. The co-delivery of ASO-miR-21 and Gem induced more cell apoptosis and inhibited the growth of pancreatic cancer cells to a greater extent than single ASO-miR-21 or Gem treatment in vitro. In animal tests, more scFvCD44v6 -PEG-polyethylenimine/ASO-magnetic iron oxide NP/Gem accumulated at the tumor site than non-targeted NPs and induced a potent inhibition of tumor proliferation and metastasis. Magnetic resonance imaging was used to observed tumor homing of NPs. These results imply that the combination of miR-21 gene silencing and Gem therapy using an scFv-functionalized NP carrier exerted synergistic antitumor effects on pancreatic cancer cells, which is a promising strategy for pancreatic cancer therapy.


Subject(s)
Deoxycytidine/analogs & derivatives , Genetic Therapy/methods , MicroRNAs/antagonists & inhibitors , Molecular Targeted Therapy/methods , Oligonucleotides, Antisense/administration & dosage , Pancreatic Neoplasms/pathology , Animals , Deoxycytidine/administration & dosage , Drug Carriers/administration & dosage , Drug Carriers/chemistry , Female , Ferric Compounds , Humans , Hyaluronan Receptors/administration & dosage , Metal Nanoparticles/chemistry , Mice , Mice, Inbred BALB C , Mice, Nude , Nanomedicine/methods , Polyethylene Glycols , Polyethyleneimine , Precision Medicine/methods , Single-Chain Antibodies/administration & dosage , Xenograft Model Antitumor Assays , Gemcitabine
19.
Expert Rev Gastroenterol Hepatol ; 11(2): 149-156, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27937041

ABSTRACT

INTRODUCTION: Pancreatic cancer is an aggressive carcinoma of the digestive system and radical resection, which is available to very few patients, is the only possibility for cure. Since therapeutic choices are limited at the advanced stage, screening and early diagnostic tools are indispensable for a better prognosis. Areas covered: This review illustrates serologic and imaging examinations, and carbohydrate antigens, microRNAs, methylation biomarkers, molecules in exosomes, ultrasound, computed tomography, magnetic resonance imaging, positron emission tomography and endoscopic retrograde cholangiopancreatography, among other topics. No matter which approach is used, the accuracy of early diagnosis is extremely low. Combining different methods greatly improves the accuracy of early diagnosis. This review was conducted utilizing PubMed with key search words pancreatic cancer, early diagnosis, biomarkers and imaging. Expert commentary: Appropriate combination of biomarkers and imaging technologies will become standard practice in the future. Because the incidence of and mortality from pancreatic cancer is rising, further study of new approaches for the early detection of pancreatic tumors is essential.


Subject(s)
Early Detection of Cancer/methods , Pancreatic Neoplasms/diagnosis , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , DNA Methylation , Exosomes/metabolism , Humans , MicroRNAs/genetics , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/diagnostic imaging , Pancreatic Neoplasms/genetics , Predictive Value of Tests , Prognosis , Reproducibility of Results
20.
Sci Rep ; 6: 27009, 2016 06 03.
Article in English | MEDLINE | ID: mdl-27255415

ABSTRACT

Extended defects are of considerable importance in determining the electronic properties of semiconductors, especially in photovoltaics (PVs), due to their effects on electron-hole recombination. We employ model systems to study the effects of dislocations in CdTe by constructing grain boundaries using wafer bonding. Atomic-resolution scanning transmission electron microscopy (STEM) of a [1-10]/(110) 4.8° tilt grain boundary reveals that the interface is composed of three distinct types of Lomer dislocations. Geometrical phase analysis is used to map strain fields, while STEM and density functional theory (DFT) modeling determine the atomic structure at the interface. The electronic structure of the dislocation cores calculated using DFT shows significant mid-gap states and different charge-channeling tendencies. Cl-doping is shown to reduce the midgap states, while maintaining the charge separation effects. This report offers novel avenues for exploring grain boundary effects in CdTe-based solar cells by fabricating controlled bicrystal interfaces and systematic atomic-scale analysis.

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