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1.
BMC Cancer ; 24(1): 709, 2024 Jun 10.
Article En | MEDLINE | ID: mdl-38853244

BACKGROUND: Pancreatic cancer, predominantly characterized by ductal adenocarcinoma (PDAC) accounts for 90% of cases and is the fourth leading cause of cancer-related deaths globally. Its incidence is notably increasing. This poor prognosis is primarily due to late-stage diagnosis (approximately 70% to 80% of patients are diagnosed at an advanced stage), aggressive tumor biology, and low sensitivity to chemotherapy. Consequently, it is crucial to identify and develop a simple, feasible and reproducible blood-based signature (i.e., combination of biomarkers) for early detection of PDAC. METHODS: The PANLIPSY study is a multi-center, non-interventional prospective clinical trial designed to achieve early detection of PDAC with high specificity and sensitivity, using a combinatorial approach in blood samples. These samples are collected from patients with resectable, borderline or locally advanced, and metastatic stage PDAC within the framework of the French Biological and Clinical Database for PDAC cohort (BACAP 2). All partners of the BACAP consortium are eligible to participate. The study will include 215 PDAC patients, plus 25 patients with benign pancreatic conditions from the PAncreatic Disease Cohort of TOuLouse (PACTOL) cohort, and 115 healthy controls, totaling 355 individuals. Circulating biomarkers will be collected in a total volume of 50 mL of blood, divided into one CellSave tube (10 mL), two CELL-FREE DNA BCT® preservative tubes (18 mL), and five EDTA tubes (22 mL in total). Samples preparation will adhere to the guidelines of the European Liquid Biopsy Society (ELBS). A unique feature of the study is the AI-based comparison of these complementary liquid biopsy biomarkers. Main end-points: i) to define a liquid biopsy signature that includes the most relevant circulating biomarkers, ii) to validate the multi-marker panel in an independent cohort of healthy controls and patients, with resectable PDAC, and iii) to establish a unique liquid biopsy biobank for PDAC study. DISCUSSION: The PANLIPSY study is a unique prospective non-interventional clinical trial that brings together liquid biopsy experts. The aim is to develop a biological signature for the early detection of PDAC based on AI-assisted detection of circulating biomarkers in blood samples (CTCs, ctDNA, EVs, circulating immune system, circulating cell-free nucleosomes, proteins, and microbiota). TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT06128343 / NCT05824403. Registration dates: June 8,2023 and April 21, 2023.


Biomarkers, Tumor , Carcinoma, Pancreatic Ductal , Early Detection of Cancer , Pancreatic Neoplasms , Aged , Female , Humans , Male , Middle Aged , Biomarkers, Tumor/blood , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/diagnosis , Carcinoma, Pancreatic Ductal/pathology , Early Detection of Cancer/methods , France , Liquid Biopsy/methods , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/pathology , Prospective Studies
2.
Cytokine ; 179: 156628, 2024 07.
Article En | MEDLINE | ID: mdl-38704962

BACKGROUND: The expression level of apolipoprotein E (APOE) in pancreatic ductal adenocarcinoma (PDAC) and its effect on the prognosis of PDAC patients are not clear. The effect of APOE on the immune status of patients with PDAC has not been elucidated. METHODS: We obtained pancreatic cancer data from the TCGA and GETx databases. Patients with PDAC who underwent pancreatic surgery at the Second Affiliated Hospital of Jiaxing University between 2012 and 2021 were included. Clinical pathological data were recorded, plasma APOE levels were measured, and tissue samples were collected. A tissue microarray was generated using the collected tissue samples. APOE and CD4 staining was performed to determine immunoreactive scores (IRSs). The expression of APOE in the plasma and tumour tissues of pancreatic cancer patients was analysed and compared. The correlations between plasma APOE levels, tissue APOE levels and clinicopathological characteristics were analysed. Survival prognosis was analysed using Kaplan-Meier survival analysis and Cox multivariate regression analysis. The correlations between APOE expression levels and immune biomarkers and immune cells were further analysed. Single-cell analysis of APOE distribution in various cells was performed on the TISCH website. RESULTS: APOE was highly expressed in the tumour tissue of pancreatic cancer patients, and high plasma APOE levels were associated with poor prognosis. Females, patients with high-grade disease and patients with pancreatic head carcinoma had high plasma APOE levels. High APOE expression in tumour tissues was associated with good prognosis. Mononuclear macrophages in the pancreatic cancer microenvironment primarily expressed APOE. APOE levels positively correlated with immune biomarkers, such as CD8A, PDCD1, GZMA, CXCL10, and CXCL9, in the tumour microenvironment. APOE promoted CD4 + T cell or dendritic cell infiltration in the tumour microenvironment. CONCLUSIONS: APOE may affect the occurrence and development of pancreatic cancer by regulating the infiltration of immune cells in the tumour microenvironment.


Apolipoproteins E , Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Aged , Female , Humans , Male , Middle Aged , Apolipoproteins E/metabolism , Apolipoproteins E/genetics , Biomarkers, Tumor/metabolism , Biomarkers, Tumor/blood , Carcinoma, Pancreatic Ductal/immunology , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Pancreatic Ductal/metabolism , Carcinoma, Pancreatic Ductal/blood , Kaplan-Meier Estimate , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , Pancreatic Neoplasms/immunology , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/blood , Prognosis , Tumor Microenvironment/immunology
3.
BMC Cancer ; 24(1): 555, 2024 May 03.
Article En | MEDLINE | ID: mdl-38702616

Periampullary cancers, including pancreatic ductal adenocarcinoma, ampullary-, cholangio-, and duodenal carcinoma, are frequently diagnosed in an advanced stage and are associated with poor overall survival. They are difficult to differentiate from each other and challenging to distinguish from benign periampullary disease preoperatively. To improve the preoperative diagnostics of periampullary neoplasms, clinical or biological markers are warranted.In this study, 28 blood plasma amino acids and derivatives from preoperative patients with benign (N = 45) and malignant (N = 72) periampullary disease were analyzed by LC-MS/MS.Principal component analysis and consensus clustering both separated the patients with cancer and the patients with benign disease. Glutamic acid had significantly higher plasma expression and 15 other metabolites significantly lower plasma expression in patients with malignant disease compared with patients having benign disease. Phenylalanine was the only metabolite associated with improved overall survival (HR = 0.50, CI 0.30-0.83, P < 0.01).Taken together, plasma metabolite profiles from patients with malignant and benign periampullary disease were significantly different and have the potential to distinguish malignant from benign disease preoperatively.


Amino Acids , Biomarkers, Tumor , Humans , Male , Female , Amino Acids/blood , Middle Aged , Aged , Biomarkers, Tumor/blood , Ampulla of Vater/pathology , Tandem Mass Spectrometry , Diagnosis, Differential , Common Bile Duct Neoplasms/blood , Common Bile Duct Neoplasms/diagnosis , Common Bile Duct Neoplasms/surgery , Common Bile Duct Neoplasms/pathology , Duodenal Neoplasms/blood , Duodenal Neoplasms/diagnosis , Duodenal Neoplasms/pathology , Duodenal Neoplasms/surgery , Adult , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/surgery , Pancreatic Neoplasms/mortality , Chromatography, Liquid , Principal Component Analysis , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/diagnosis , Carcinoma, Pancreatic Ductal/pathology
4.
JMIR Res Protoc ; 13: e54042, 2024 May 13.
Article En | MEDLINE | ID: mdl-38635586

BACKGROUND: Single-nucleotide variations (SNVs; formerly SNPs) are inherited genetic variants that can be easily determined in routine clinical practice using a simple blood or saliva test. SNVs have potential to serve as noninvasive biomarkers for predicting cancer-specific patient outcomes after resection of pancreatic ductal adenocarcinoma (PDAC). Two recent analyses led to the identification and validation of three SNVs in the CD44 and CHI3L2 genes (rs187115, rs353630, and rs684559), which can be used as predictive biomarkers to help select patients most likely to benefit from pancreatic resection. These variants were associated with an over 2-fold increased risk for tumor-related death in three independent PDAC study cohorts from Europe and the United States, including The Cancer Genome Atlas cohorts (reaching a P value of 1×10-8). However, these analyses were limited by the inherent biases of a retrospective study design, such as selection and publication biases, thereby limiting the clinical use of these promising biomarkers in guiding PDAC therapy. OBJECTIVE: To overcome the limitations of previous retrospectively designed studies and translate the findings into clinical practice, we aim to validate the association of the identified SNVs with survival in a controlled setting using a prospective cohort of patients with PDAC following pancreatic resection. METHODS: All patients with PDAC who will undergo pancreatic resection at three participating hospitals in Switzerland and fulfill the inclusion criteria will be included in the study consecutively. The SNV genotypes will be determined using standard genotyping techniques from patient blood samples. For each genotyped locus, log-rank and Cox multivariate regression tests will be performed, accounting for the relevant covariates American Joint Committee on Cancer stage and resection status. Clinical follow-up data will be collected for at least 3 years. Sample size calculation resulted in a required sample of 150 patients to sufficiently power the analysis. RESULTS: The follow-up data collection started in August 2019 and the estimated end of data collection will be in May 2027. The study is still recruiting participants and 142 patients have been recruited as of November 2023. The DNA extraction and genotyping of the SNVs will be performed after inclusion of the last patient. Since no SNV genotypes have been determined, no data analysis has been performed to date. The results are expected to be published in 2027. CONCLUSIONS: This is the first prospective study of the CD44 and CHI3L2 SNV-based biomarker signature in PDAC. A prospective validation of this signature would enable its clinical use as a noninvasive predictive biomarker of survival after pancreatic resection that is readily available at the time of diagnosis and can assist in guiding PDAC therapy. The results of this study may help to individualize treatment decisions and potentially improve patient outcomes. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/54042.


Biomarkers, Tumor , Pancreatic Neoplasms , Polymorphism, Single Nucleotide , Aged , Female , Humans , Male , Middle Aged , Biomarkers, Tumor/genetics , Biomarkers, Tumor/blood , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/genetics , Hyaluronan Receptors/genetics , Hyaluronan Receptors/blood , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/genetics , Prospective Studies , Validation Studies as Topic
5.
Ann Surg Oncol ; 31(7): 4665-4672, 2024 Jul.
Article En | MEDLINE | ID: mdl-38652196

PURPOSE: Pancreatic ductal adenocarcinoma (PDAC) patients with normal carbohydrate antigen (CA) 19-9 levels can have early-stage cancer or advanced cancer without elevation of CA19-9 level; estimating their malignant potential is difficult. This study investigated the clinical utility of the combined use of preoperative CA 19-9 and Duke pancreatic monoclonal antigen type 2 (DUPAN-2) levels in patients with PDAC. METHODS: Patients who underwent curative-intent surgery for PDAC between November 2005 and December 2021 were investigated. Eligible patients were classified into four groups based on these two markers. Among patients with normal CA19-9 levels, those with normal and high DUPAN-2 levels were classified into normal/normal (N/N) and normal/high (N/H) groups, respectively. Among patients with high CA19-9 levels, those with normal and high DUPAN-2 levels were classified into high/normal (H/N) and high/high (H/H) groups, respectively. Survival rates were compared between the groups. RESULTS: Among 521 patients, the N/N, N/H, H/N, and H/H groups accounted for 25.0%, 10.6%, 35.1%, and 29.4% of patients, respectively. The proportions of resectable PDAC in the N/N and H/N groups (71.5% and 66.7%) were significantly higher than those in the N/H and H/H groups (49.1% and 54.9%) (P < 0.01). The 5-year survival rates in the N/N, N/H, H/N, and H/H groups were 66.0%, 31.1%, 34.9%, and 29.7%, respectively; the rate in the N/N group was significantly better than those in the other three groups (P < 0.0001, P < 0.0001, and P < 0.0001, respectively). CONCLUSIONS: Only patients with normal CA19-9 and DUPNA-2 values should be diagnosed with early-stage PDAC.


Antigens, Neoplasm , Biomarkers, Tumor , CA-19-9 Antigen , Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Humans , Pancreatic Neoplasms/surgery , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/blood , Male , Female , CA-19-9 Antigen/blood , Survival Rate , Aged , Carcinoma, Pancreatic Ductal/surgery , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Pancreatic Ductal/blood , Middle Aged , Biomarkers, Tumor/blood , Antigens, Neoplasm/blood , Follow-Up Studies , Prognosis , Adenocarcinoma/surgery , Adenocarcinoma/pathology , Adenocarcinoma/blood , Retrospective Studies , Adult , Aged, 80 and over
6.
Cancer Sci ; 115(5): 1446-1458, 2024 May.
Article En | MEDLINE | ID: mdl-38438247

Pancreatic ductal adenocarcinoma (PDAC) patients have late presentation at the time of diagnosis and a poor prognosis. Metal dyshomeostasis is known to play a role in cancer progression. However, the blood and tissue metallome of PDAC patients has not been assessed. This study aimed to determine the levels of essential and toxic metals in the serum and pancreatic tissue from PDAC patients. Serum samples were obtained from PDAC patients before surgical resection. Tissue (tumor and adjacent normal pancreas) were obtained from the surgically resected specimen. Inductively coupled plasma-mass spectrometry (ICP-MS) analysis was performed to quantify the levels of 10 essential and 3 toxic metals in these samples. Statistical analysis was performed to identify dysregulated metals in PDAC and their role as potential diagnostic and prognostic biomarkers. Significantly decreased serum levels of magnesium, potassium, calcium, iron, zinc, selenium, arsenic, and mercury and increased levels of molybdenum were shown to be associated with PDAC. There were significantly decreased levels of zinc, manganese and molybdenum, and increased levels of calcium and selenium in the pancreatic tumor tissue compared with the adjacent normal pancreas. Notably, lower serum levels of calcium, iron, and selenium, and higher levels of manganese, were significantly associated with a poor prognosis (i.e., overall survival) in PDAC patients. In conclusion, this is the first study to comprehensively assess the serum and tissue metallome of PDAC patients. It identified the association of metals with PDAC diagnosis and prognosis.


Biomarkers, Tumor , Carcinoma, Pancreatic Ductal , Pancreatic Neoplasms , Humans , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/pathology , Carcinoma, Pancreatic Ductal/metabolism , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/pathology , Pancreatic Neoplasms/metabolism , Female , Male , Middle Aged , Aged , Biomarkers, Tumor/blood , Biomarkers, Tumor/metabolism , Prognosis , Metals/blood , Metals/metabolism , Metals/analysis , Pancreas/metabolism , Pancreas/pathology , Magnesium/blood , Magnesium/metabolism , Magnesium/analysis , Adult , Calcium/blood , Calcium/metabolism , Calcium/analysis , Selenium/blood , Selenium/analysis , Selenium/metabolism , Iron/metabolism , Iron/blood , Zinc/blood , Zinc/metabolism , Zinc/analysis , Molybdenum/blood
7.
Int J Cancer ; 155(2): 365-371, 2024 Jul 15.
Article En | MEDLINE | ID: mdl-38519999

Pancreatic ductal adenocarcinoma (PDAC) is one of the deadliest cancers. Late presentation of disease at the time of diagnosis is one of the major reasons for dismal prognostic outcomes for PDAC patients. Currently, there is a lack of clinical biomarkers, which can be used to diagnose PDAC patients at an early resectable stage. This study performed proteomic mass spectrometry to identify novel blood-based biomarkers for early diagnosis of PDAC. Serum specimens from 88 PDAC patients and 88 healthy controls (60 discovery cohort and 28 validation cohort) were analyzed using data independent acquisition high resolution mass spectrometry to identify candidate biomarker proteins. A total of 249 proteins were identified and quantified by the mass spectrometric analysis. Six proteins were markedly (>1.5 fold) and significantly (p < .05; q < 0.1) increased in PDAC patients compared to healthy controls in discovery cohort. Notably, four of these six proteins were significantly upregulated in an independent validation cohort. The top three upregulated proteins (i.e., Polymeric Immunoglobulin Receptor [PIGR], von Willebrand Factor [vWF], and Fibrinogen) were validated using enzyme linked immunosorbent assay, which led to selection of PIGR and vWF as a diagnostic biomarker panel for PDAC. The panel showed high ability to diagnose early stage (stage I and II) PDAC patients (area under the curve [AUC]: 0.8926), which was further improved after the addition of clinically used prognostic biomarker (Ca 19-9) to the panel (AUC: 0.9798). In conclusion, a novel serum protein biomarker panel for early diagnosis of PDAC was identified.


Biomarkers, Tumor , Carcinoma, Pancreatic Ductal , Early Detection of Cancer , Pancreatic Neoplasms , Proteomics , Humans , Biomarkers, Tumor/blood , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/blood , Female , Male , Early Detection of Cancer/methods , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/diagnosis , Middle Aged , Aged , Proteomics/methods , Receptors, Polymeric Immunoglobulin/blood , von Willebrand Factor/analysis , von Willebrand Factor/metabolism , Fibrinogen/analysis , Fibrinogen/metabolism , Case-Control Studies , Adult , Blood Proteins/analysis
8.
Pancreas ; 53(5): e395-e404, 2024 May 01.
Article En | MEDLINE | ID: mdl-38416857

OBJECTIVES: The role of long noncoding RNAs (lncRNAs) in pancreatic ductal adenocarcinoma (PDAC) remain unclear. Extracellular vesicle (EV)-encapsulated RNAs could be effective targets for liquid biopsy. We aimed to identify previously unknown EV-encapsulated lncRNAs in PDAC and establish highly accurate methods for isolating EVs. MATERIALS AND METHODS: Extracellular vesicles were isolated using existing and newly developed methods, namely, PEViA-UC and PEViA-IP, from serum samples of 20 patients with PDAC, 22 patients with intraductal papillary mucinous neoplasms, and 21 healthy individuals. Extracellular vesicle lncRNA expression was analyzed using digital PCR. RESULTS: Gene expression analysis using cDNA microarray revealed a highly expressed lncRNA, HEVEPA , in serum EVs from patients with PDAC. We established PEViA-UC and PEViA-IP using PEViA reagent, ultracentrifugation, and immunoprecipitation. Although detection of EV-encapsulated HEVEPA using existing methods is challenging, PEViA-UC and PEViA-IP detected EV HEVEPA , which was highly expressed in patients with PDAC compared with non-PDAC patients. The detection sensitivity for discriminating PDAC from non-PDAC using the combination of HEVEPA and HULC , which are highly expressed lncRNAs in PDAC, and carbohydrate antigen 19-9 (CA19-9), was higher than that of HEVEPA , HULC , or CA19-9 alone. CONCLUSIONS: Extracellular vesicle lncRNAs isolated using PEViA-IP and CA19-9 together could be effective targets in liquid biopsy for PDAC diagnosis.


Biomarkers, Tumor , Carcinoma, Pancreatic Ductal , Extracellular Vesicles , Pancreatic Neoplasms , RNA, Long Noncoding , Humans , RNA, Long Noncoding/blood , RNA, Long Noncoding/genetics , Extracellular Vesicles/metabolism , Extracellular Vesicles/genetics , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/pathology , Liquid Biopsy/methods , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/diagnosis , Carcinoma, Pancreatic Ductal/pathology , Male , Female , Middle Aged , Aged , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Case-Control Studies
9.
Eur Rev Med Pharmacol Sci ; 26(13): 4638-4653, 2022 07.
Article En | MEDLINE | ID: mdl-35856354

OBJECTIVE: Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal types of cancer. Various microRNAs have been identified to play an important role in PDAC. The study aimed to explore the role of miR-429 in PDAC. PATIENTS AND METHODS: The expression and prognostic value of miR-429 were first analyzed using The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. Next, miR-429 expression was evaluated in the tissues and serum of 90 patients with PDAC. CCK8, SRB, wound healing and transwell assays were used to determine the effect of miR-429 on the proliferation, invasion, and migration of PDAC cells, respectively. Weighted gene co-expression network analysis (WGCNA), correlation analysis, TargetScan, and miRDB databases were used to screen and identify the target genes of miR-429. RESULTS: The results revealed that the expression of miR-429 was downregulated in PDAC tissues and the serum compared with those in normal tissues and the serum of healthy volunteers, respectively. The decreased expression of miR-429 was significantly associated with shorter overall survival. The overexpression of miR-429 significantly inhibited the proliferation, invasion, and migration of PDAC cells. Potential target genes of miR-429 were identified using WGCNA and bioinformatics analysis, and the results showed that cadherin 11 (CDH11), inositol polyphosphate-4-phosphatase type I (INPP4A), laminin gamma 1 (LAMC1), low density lipoprotein receptor-related protein 1 (LRP1), and quaking (QKI) were potential target genes of miR-429 in PDAC. Lower expression of CDH11 and QKI was associated with a more favorable prognosis in patients with PDAC. The overexpression of miR-429 could inhibit the expression of CDH11 and QKI. A nomogram model, involving miR-429, CDH11, and QKI, was subsequently constructed to determine their ability to accurately predict overall and disease-free survival in patients with PDAC. CONCLUSIONS: Taken together, miR-429 is involved in the development and progress of PDAC. MiR-429 could be recommended as a prognostic biomarker and therapeutic indicator in PDAC diagnosis.


Carcinoma, Pancreatic Ductal , MicroRNAs , Pancreatic Neoplasms , Biomarkers , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/diagnosis , Carcinoma, Pancreatic Ductal/genetics , Cell Line, Tumor , Cell Proliferation/physiology , Genes, Tumor Suppressor , Humans , MicroRNAs/blood , MicroRNAs/genetics , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/genetics
10.
Anticancer Res ; 42(3): 1413-1419, 2022 Mar.
Article En | MEDLINE | ID: mdl-35220234

BACKGROUND/AIM: Pancreatic intraepithelial neoplasia (PanIN) is the most common precursor lesion to pancreatic adenocarcinoma (PDAC). Yet no criteria to quantify patients at risk for progression to PDAC with PanIN exist. Platelet to lymphocyte ratio is an inflammatory marker that has been associated with overall survival in patients with invasive malignancies including pancreatic cancer. Preoperative sarcopenia has been linked to more aggressive diseases in pancreatic neoplasms. We aimed to assess a relation between PLR and sarcopenia as predictors for tumor progression in patients undergoing pancreatic resection for IPMN. PATIENTS AND METHODS: We retrospectively reviewed 102 patients (46 females, 56 males) who underwent pancreatic resection for PanIn. PLR was calculated and quantified using a cutoff of 110, sarcopenia was quantified using the skeletal muscle index (SMI) on preoperative abdominal imaging. Both were co-evaluated with additional demographic, clinical, pathological, and imaging data for possible correlation with PanIN associated PDAC. RESULTS: PLR was significantly elevated in patients with PanIN - associated PDAC (p=0.006). In the multivariate analysis, invasive carcinomas were significantly more prevalent in patients with PLR above 110 (OR=4.06, 95%CI=3.91-4.12, p=0.04). Patients with elevated PLR had a two-times higher risk to die in the postoperative period (HR=2.26, 95%CI=1.04-2.21, p=0.001). Patients with elevated PLR, preoperative jaundice and sarcopenia were the most likely to have PanIN-associated PDAC (OR=3.48, 95%CI=2.98-8.41, p=0.02). CONCLUSION: PLR is an independent predictive marker for the presence of PanIN associated invasive carcinoma.


Blood Platelets , Carcinoma in Situ/diagnosis , Carcinoma, Pancreatic Ductal/diagnosis , Lymphocytes , Pancreatic Neoplasms/diagnosis , Aged , Carcinoma in Situ/blood , Carcinoma in Situ/mortality , Carcinoma in Situ/surgery , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/mortality , Carcinoma, Pancreatic Ductal/surgery , Disease Progression , Female , Humans , Lymphocyte Count , Male , Middle Aged , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/surgery , Platelet Count , Predictive Value of Tests , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors
11.
Int J Mol Sci ; 23(3)2022 Jan 31.
Article En | MEDLINE | ID: mdl-35163592

Pancreatic ductal adenocarcinoma (PDAC) is the most frequent pancreatic cancer type, characterized by a dismal prognosis due to late diagnosis, frequent metastases, and limited therapeutic response to standard chemotherapy. Circulating tumor cells (CTCs) are a rare subset of tumor cells found in the blood of cancer patients. CTCs has the potential utility for screening, early and definitive diagnosis, prognostic and predictive assessment, and offers the potential for personalized management. However, a gold-standard CTC detection and enrichment method remains elusive, hindering comprehensive comparisons between studies. In this review, we summarize data regarding the utility of CTCs at different stages of PDAC from early to metastatic disease and discuss the molecular profiling and culture of CTCs. The characterization of CTCs brings us closer to defining the specific CTC subpopulation responsible for metastasis with the potential to uncover new therapies and more effective management options for PDAC.


Biomarkers, Tumor/blood , Carcinoma, Pancreatic Ductal , Neoplastic Cells, Circulating/metabolism , Pancreatic Neoplasms , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/diagnosis , Carcinoma, Pancreatic Ductal/therapy , Humans , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/therapy , Prognosis
12.
Clin Transl Oncol ; 24(2): 297-304, 2022 Feb.
Article En | MEDLINE | ID: mdl-34319497

PURPOSE: Distal cholangiocarcinoma and pancreatic ductal adenocarcinoma are malignancies with poor prognoses that can be difficult to distinguish preoperatively. Thrombospondin-2 has been proposed as a novel diagnostic biomarker for early pancreatic ductal adenocarcinoma. The aim of the present study was to evaluate thrombospondin-2 as a diagnostic and prognostic biomarker in combination with current biomarker CA 19-9 for distal cholangiocarcinoma and pancreatic ductal adenocarcinoma. METHODS: Thrombospondin-2 was measured in prospectively collected serum samples from patients who underwent surgery with a histopathological diagnosis of distal cholangiocarcinoma (N = 51), pancreatic ductal adenocarcinoma (N = 52) and benign pancreatic diseases (N = 27) as well as healthy blood donors (N = 52) using an enzyme-linked immunosorbent assay. RESULTS: Thrombospondin-2 levels (ng/ml) were similar in distal cholangiocarcinoma 55 (41-77) and pancreatic ductal adenocarcinoma 48 (35-80) (P = 0.221). Thrombospondin-2 + CA 19-9 had an area under the curve of 0.92 (95% CI 0.88-0.97) in differentiating distal cholangiocarcinoma and pancreatic ductal adenocarcinoma from healthy donors which was superior to CA 19-9 alone (P < 0.001). The diagnostic value of adding thrombospondin-2 to CA 19-9 was larger in early disease stages. Thrombospondin-2 did not provide additional value to CA 19-9 in differentiating the benign disease group; however, heterogeneity was notable in the benign cohort. Three of five patients with autoimmune pancreatitis patients had greatly elevated thrombospondin-2 levels. Thrombospondin-2 levels had no correlation with prognoses. CONCLUSIONS: Serum thrombospondin-2 in combination with CA 19-9 has potential as a biomarker for distal cholangiocarcinoma and pancreatic cancer.


Biomarkers, Tumor/blood , CA-19-9 Antigen/blood , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/diagnosis , Cholangiocarcinoma/blood , Cholangiocarcinoma/diagnosis , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/diagnosis , Thrombospondins/blood , Aged , Cholangiocarcinoma/pathology , Female , Humans , Male , Middle Aged , Pancreatic Neoplasms/pathology , Prospective Studies
13.
Ann Surg ; 275(1): e229-e237, 2022 01 01.
Article En | MEDLINE | ID: mdl-32398486

OBJECTIVE: The aim of the study was to perform mRNA-miRNA regulatory network analyses to identify a miRNA panel for molecular subtype identification and stratification of high-risk patients with pancreatic ductal adenocarcinoma (PDAC). BACKGROUND: Recent transcriptional profiling effort in PDAC has led to the identification of molecular subtypes that associate with poor survival; however, their clinical significance for risk stratification in patients with PDAC has been challenging. METHODS: By performing a systematic analysis in The Cancer Genome Atlas and International Cancer Genome Consortium cohorts, we discovered a panel of miRNAs that associated with squamous and other poor molecular subtypes in PDAC. Subsequently, we used logistic regression analysis to develop models for risk stratification and Cox proportional hazard analysis to determine survival prediction probability of this signature in multiple cohorts of 433 patients with PDAC, including a tissue cohort (n = 199) and a preoperative serum cohort (n = 51). RESULTS: We identified a panel of 9 miRNAs that were significantly upregulated (miR-205-5p and -934) or downregulated (miR-192-5p, 194-5p, 194-3p, 215-5p, 375-3p, 552-3p, and 1251-5p) in PDAC molecular subtypes with poor survival [squamous, area under the receiver operating characteristic curve (AUC) = 0.90; basal, AUC = 0.89; and quasimesenchymal, AUC = 0.83]. The validation of this miRNA panel in a tissue clinical cohort was a significant predictor of overall survival (hazard ratio = 2.48, P < 0.0001), and this predictive accuracy improved further in a risk nomogram which included key clinicopathological factors. Finally, we were able to successfully translate this miRNA predictive signature into a liquid biopsy-based assay in preoperative serum specimens from PDAC patients (hazard ratio: 2.85, P = 0.02). CONCLUSION: We report a novel miRNA risk-stratification signature that can be used as a noninvasive assay for the identification of high-risk patients and potential disease monitoring in patients with PDAC.


Carcinoma, Pancreatic Ductal/genetics , Gene Expression Regulation, Neoplastic , MicroRNAs/genetics , Pancreatic Neoplasms/genetics , Risk Assessment/methods , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/biosynthesis , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/diagnosis , Female , Gene Expression Profiling , Humans , Male , MicroRNAs/biosynthesis , MicroRNAs/blood , Middle Aged , Neoplasm Staging , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/diagnosis , Retrospective Studies
14.
Front Immunol ; 12: 758004, 2021.
Article En | MEDLINE | ID: mdl-34887861

Pancreatic cancer (PC) is a highly fatal and aggressive disease with its incidence and mortality quite discouraging. It is of great significance to construct an effective prognostic signature of PC and find the novel biomarker for the optimization of the clinical decision-making. Due to the crucial role of immunity in tumor development, a prognostic model based on nine immune-related genes was constructed, which was proved to be effective in The Cancer Genome Atlas (TCGA) training set, TCGA testing set, TCGA entire set, GSE78229 set, and GSE62452 set. Furthermore, S100A2 (S100 Calcium Binding Protein A2) was identified as the gene occupying the most paramount position in risk model. Gene set enrichment analysis (GSEA), ESTIMATE and CIBERSORT algorithm revealed that S100A2 was closely associated with the immune status in PC microenvironment, mainly related to lower proportion of CD8+T cells and activated NK cells and higher proportion of M0 macrophages. Meanwhile, patients with high S100A2 expression might get more benefit from immunotherapy according to immunophenoscore algorithm. Afterwards, our independent cohort was also used to demonstrate S100A2 was an unfavorable marker of PC, as well as its remarkably positive correlation with the expression of PD-L1. In conclusion, our results demonstrate S100A2 might be responsible for the preservation of immune-suppressive status in PC microenvironment, which was identified with significant potentiality in predicting prognosis and immunotherapy response in PC patients.


Biomarkers, Tumor/blood , Carcinoma, Pancreatic Ductal/blood , Chemotactic Factors/blood , Immunotherapy , Pancreatic Neoplasms/blood , S100 Proteins/blood , Adult , Aged , Aged, 80 and over , Algorithms , B7-H1 Antigen/blood , Carcinoma, Pancreatic Ductal/immunology , Carcinoma, Pancreatic Ductal/mortality , Carcinoma, Pancreatic Ductal/therapy , Cell Line, Tumor , Datasets as Topic , Female , Gene Expression Profiling , Humans , Kaplan-Meier Estimate , Lymphocytes, Tumor-Infiltrating/immunology , Male , Middle Aged , Nomograms , Pancreatic Neoplasms/immunology , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/therapy , Prognosis , Risk Assessment , Treatment Outcome , Tumor Microenvironment
16.
Cell Mol Biol (Noisy-le-grand) ; 67(3): 107-112, 2021 Nov 25.
Article En | MEDLINE | ID: mdl-34933726

Current genetic characterization of pancreatic ductal adenocarcinoma (PDAC) does not integrate the host reaction to cancer cells and cannot predict the response to chemo- or immunotherapy. The JAK/STAT pathway is an important factor of cytokine-mediated cancer inflammation, but its relationship with pancreatic carcinogenesis and the role of potential biomarkers is not established yet. Our study aimed to assess the significance of serum levels of JAK/STAT3 expression and inflammatory cytokines in PDAC in relation to the clinicopathological features and prognosis. This prospective cohort study included patients with proven adenocarcinoma and a matched group of controls without any malignancies. There were evaluated the serum expression of IL2, 6, 8, 17, JAK2, and STAT3 by ELISA assays in these two groups. The PDAC patients were followed up for 24 months. A Cox regression multivariate analysis model was used to determine factors influencing survival. The study comprised 56 patients with PDAC and 56 controls. The upregulated serum JAK2/STAT3 or cytokines were present in about half of the patients with PDAC, similar to controls. The expression of JAK2 in serum of PDAC patients was significantly associated with the expression of IL2 (p=0.03) and IL6 (p=0.02) but not with survival or metastasis development. Only age and the presence of lymph node metastases were associated with reduced survival in multivariate analyses. The STAT 3/JAK2 expression, although correlated with inflammatory status (IL2, IL6) was not overexpressed in PDAC compared to controls and proved no prognostic value.


Biomarkers, Tumor/blood , Carcinoma, Pancreatic Ductal/blood , Cytokines/blood , Janus Kinase 2/blood , Pancreatic Neoplasms/blood , STAT3 Transcription Factor/blood , Aged , Carcinoma, Pancreatic Ductal/diagnosis , Carcinoma, Pancreatic Ductal/therapy , Female , Humans , Inflammation Mediators/blood , Interleukin-2/blood , Interleukin-6/blood , Male , Middle Aged , Outcome Assessment, Health Care/methods , Outcome Assessment, Health Care/statistics & numerical data , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/therapy , Prognosis , Proportional Hazards Models , Prospective Studies , Survival Analysis
17.
Int J Mol Sci ; 22(24)2021 Dec 19.
Article En | MEDLINE | ID: mdl-34948417

Pancreatic ductal adenocarcinoma (PDAC) is considered one of the most aggressive malignancies and has high mortality and poor survival rates. Therefore, there is an urgent need to discover non-invasive biomarkers for early detection before PDAC reaches the incurable stage. We hypothesized that liquid biopsy of PDAC-derived extracellular vesicles (PDEs) containing abundant microRNAs (miRNAs) could be used for early diagnosis of PDAC because they can be selectively enriched and because they are biologically stable. We isolated PDEs by immunocapture using magnetic beads, and we identified 13 miRNA candidates in 20 pancreatic cancer patients and 20 normal controls. We found that expression of five miRNAs, including miR-10b, miR-16, miR-155, miR-429, and miR-1290, was markedly higher in PDEs. Furthermore, the miRNA signatures along with serum carbohydrate antigen 19-9 (CA19-9) were optimized by logistic regression, and the miRNA signature and CA19-9 combination markers (CMs) were effective at differentiating PDAC patients from normal controls. As a result, the CMs represented a high sensitivity (AUC, 0.964; sensitivity, 100%; specificity, 80%) and a high specificity (AUC, 0.962; sensitivity, 85.71%; specificity, 100%). These findings suggest that five miRNAs expressed in PDEs and CA19-9 are valuable biomarkers for screening and diagnosis of pancreatic cancer by liquid biopsy.


CA-19-9 Antigen/blood , Carcinoma, Pancreatic Ductal/genetics , MicroRNAs/genetics , Pancreatic Neoplasms/genetics , Carcinoma, Pancreatic Ductal/blood , Cell Line, Tumor , Gene Expression Regulation, Neoplastic , Humans , Liquid Biopsy , Pancreatic Neoplasms/blood , Pancreatic Neoplasms
18.
Int J Mol Sci ; 22(21)2021 Oct 26.
Article En | MEDLINE | ID: mdl-34768956

Type 1 autoimmune pancreatitis (AIP) is categorized as an IgG4-related disease (IgG4-RD), where a high concentration of plasma IgG4 is one of the common biomarkers among patients. IgG Fc-glycosylation has been reported to be potential biosignatures for diseases. However, human IgG3 and IgG4 Fc-glycopeptides from populations in Asia were found to be isobaric ions when using LC-MS/MS as an analytical tool. In this study, an analytical workflow that coupled affinity purification and stable isotope dilution LC-MS/MS was developed to dissect IgG4 glycosylation profiles for autoimmune pancreatitis. Comparing the IgG4 and glycosylation profiles among healthy controls, patients with pancreatic ductal adenocarcinoma (PDAC), and AIP, the IgG4 glycosylations from the AIP group were found to have more digalactosylation (compared to PDAC) and less monogalactosylation (compared to HC). In addition, higher fucosylation and sialylation profiles were also discovered for the AIP group. The workflow is efficient and selective for IgG4 glycopeptides, and can be used for clinical biosignature discovery.


Autoimmune Pancreatitis/blood , Autoimmune Pancreatitis/immunology , Blood Chemical Analysis/methods , Immunoglobulin G/blood , Carcinoma, Pancreatic Ductal/blood , Carcinoma, Pancreatic Ductal/immunology , Case-Control Studies , Chromatography, Affinity , Chromatography, Reverse-Phase , Glycosylation , Humans , Immunoglobulin G/chemistry , Indicator Dilution Techniques , Metabolome , Pancreatic Neoplasms/blood , Pancreatic Neoplasms/immunology , Taiwan , Tandem Mass Spectrometry
19.
BMC Cancer ; 21(1): 1253, 2021 Nov 20.
Article En | MEDLINE | ID: mdl-34800987

BACKGROUND: Serum ferritin levels are elevated in many malignancies. In this study, we showed the performance of serum ferritin in identifying malignant intraductal papillary mucinous neoplasms (IPMNs). METHODS: A total of 151 patients with pathologically confirmed IPMNs were enrolled. Serum tumor biomarker (carbohydrate antigen 19-9 (CA19-9) and carcinoembryonic antigen (CEA)) levels and serum ferritin levels were recorded. Lesion location, tumor size, diameter of the main pancreatic duct (MPD), mural nodule, and IPMN type, were collected from imaging examinations. IPMNs with high grade dysplasia and associated invasive carcinoma were considered malignant IPMNs. RESULTS: Serum ferritin levels in patients with malignant IPMNs were higher than those in patients with nonmalignant IPMNs (p <  0.05). Serum ferritin was an independent factor for the occurrence of malignant IPMNs (odds ratio (OR) = 1.18, 95% confidence interval (CI):1.01-1.39). A similar trend was found between high serum ferritin (> 149 ng/ml) and malignant IPMNs (OR = 5.64, 95% CI:1.78-17.92). The area under the curve (AUC) of serum ferritin was higher than that of CEA and CA19-9 in identifying malignant IPMNs (AUC = 0.67 vs. AUC = 0.58, 0.65). The combination of serum ferritin with IPMN type showed a similar performance to MPD diameter and the combination of serum CA19-9 with IPMN types in identifying malignant IPMNs (AUC = 0.78 vs. AUC = 0.79, 0.77) and invasive carcinoma (AUC = 0.77 vs. AUC = 0.79, 0.79). CONCLUSIONS: Elevated serum ferritin is a factor associated with malignant IPMNs. Serum ferritin may be a useful marker for identifying malignancy in IPMNs.


Adenocarcinoma, Mucinous/blood , CA-19-9 Antigen/blood , Carcinoembryonic Antigen/blood , Carcinoma, Pancreatic Ductal/blood , Ferritins/blood , Pancreatic Neoplasms/blood , Adenocarcinoma, Mucinous/pathology , Area Under Curve , Biomarkers, Tumor/blood , Carcinoma, Pancreatic Ductal/pathology , Confidence Intervals , Female , Humans , Male , Middle Aged , Pancreatic Ducts , Pancreatic Neoplasms/pathology , Tumor Burden
20.
Med Sci Monit ; 27: e931868, 2021 Oct 02.
Article En | MEDLINE | ID: mdl-34599137

BACKGROUND The value of alkaline phosphatase and cholesterol for predicting overall survival (OS) in cancer patients has been previously studied. However, the predictive value of these variables in patients with pancreatic ductal adenocarcinoma (PDAC) was limited. Hence, we conducted this study to investigate the prognostic value of the alkaline phosphatase-to-cholesterol ratio (ACR) in patients undergoing radical pancreaticoduodenectomy (PD) for PDAC. MATERIAL AND METHODS A total of 102 PDAC patients undergoing radical PD at the Cancer Hospital Chinese Academy of Medical Sciences were retrospectively enrolled based on medical records from June 2009 to June 2019. R programming language was used for the optimal cutoff value of biological markers such as preoperative ACR. Kaplan-Meier method and log-rank test were used for univariate survival analysis, and a Cox regression model was used for multivariate survival analysis. RESULTS The optimal cutoff value of preoperative ACR was 32.988. Patients with higher preoperative ACR values had worse OS (P<0.001). Higher preoperative ACR was significantly correlated with the degree of tumor differentiation (P<0.018); levels of alanine aminotransferase (P<0.001), aspartate aminotransferase (P<0.001), total bilirubin (P<0.001), and carbohydrate antigen 19-9 (P=0.016); and clinical symptoms (P=0.001). Multivariate analysis showed that tumor differentiation (P<0.001), ACR value (hazard ratio [HR]: 2.225, 95% confidence interval [CI]: 1.33-3.724, P=0.002), and sex (HR, 1.725, 95% CI: 1.1-2.704, P=0.018) were independent factors associated with the prognosis of PDAC patients undergoing radical PD. CONCLUSIONS The preoperative ACR was correlated with OS in pancreatic cancer patients undergoing radical pancreaticoduodenectomy. Elevated ACR was correlated with poor OS.


Adenocarcinoma/blood , Alkaline Phosphatase/blood , Carcinoma, Pancreatic Ductal/blood , Cholesterol/blood , Pancreatic Neoplasms/blood , Pancreaticoduodenectomy/methods , Preoperative Care/methods , Adenocarcinoma/mortality , Adenocarcinoma/surgery , Adult , Aged , Carcinoma, Pancreatic Ductal/mortality , Carcinoma, Pancreatic Ductal/surgery , China , Female , Humans , Male , Middle Aged , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/surgery , Predictive Value of Tests , Prognosis , Sensitivity and Specificity , Survival Analysis
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