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Blaszczak W, White B, Monterisi S, Swietach P. Dynamic IL-6R/STAT3 signaling leads to heterogeneity of metabolic phenotype in pancreatic ductal adenocarcinoma cells. Cell Rep 2024; 43:113612. [PMID: 38141171 PMCID: PMC11149489 DOI: 10.1016/j.celrep.2023.113612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 09/29/2023] [Accepted: 12/07/2023] [Indexed: 12/25/2023] Open
Abstract
Malignancy is enabled by pro-growth mutations and adequate energy provision. However, global metabolic activation would be self-terminating if it depleted tumor resources. Cancer cells could avoid this by rationing resources, e.g., dynamically switching between "baseline" and "activated" metabolic states. Using single-cell metabolic phenotyping of pancreatic ductal adenocarcinoma cells, we identify MIA-PaCa-2 as having broad heterogeneity of fermentative metabolism. Sorting by a readout of lactic acid permeability separates cells by fermentative and respiratory rates. Contrasting phenotypes persist for 4 days and are unrelated to cell cycling or glycolytic/respiratory gene expression; however, transcriptomics links metabolically active cells with interleukin-6 receptor (IL-6R)-STAT3 signaling. We verify this by IL-6R/STAT3 knockdowns and sorting by IL-6R status. IL-6R/STAT3 activates fermentation and transcription of its inhibitor, SOCS3, resulting in delayed negative feedback that underpins transitions between metabolic states. Among cells manifesting wide metabolic heterogeneity, dynamic IL-6R/STAT3 signaling may allow cell cohorts to take turns in progressing energy-intense processes without depleting shared resources.
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Affiliation(s)
- Wiktoria Blaszczak
- Department of Physiology, Anatomy & Genetics, University of Oxford, Sherrington Building, Parks Road, OX1 3PT Oxford, UK
| | - Bobby White
- Department of Physiology, Anatomy & Genetics, University of Oxford, Sherrington Building, Parks Road, OX1 3PT Oxford, UK
| | - Stefania Monterisi
- Department of Physiology, Anatomy & Genetics, University of Oxford, Sherrington Building, Parks Road, OX1 3PT Oxford, UK
| | - Pawel Swietach
- Department of Physiology, Anatomy & Genetics, University of Oxford, Sherrington Building, Parks Road, OX1 3PT Oxford, UK.
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Kikuyama M. A Novel Diagnostic Imaging Method for the Early Detection of Pancreatic Cancer. Diagnostics (Basel) 2023; 13:2080. [PMID: 37370975 DOI: 10.3390/diagnostics13122080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 06/13/2023] [Accepted: 06/14/2023] [Indexed: 06/29/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has an extremely poor prognosis, with a survival rate of less than 10% [...].
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Affiliation(s)
- Masataka Kikuyama
- Department of Gastroenterology, Tokyo Women's Medical University, 8-1 Shinjuku-ku, Tokyo 162-8666, Japan
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Xu B, Shi J, Lu W, Wu Y, Dong X. Elderly Pancreatic Adenocarcinoma Cancer Patients Could Benefit From Postoperative Chemotherapy. Pancreas 2023; 52:e37-e44. [PMID: 37165831 PMCID: PMC10317297 DOI: 10.1097/mpa.0000000000002214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Accepted: 02/15/2023] [Indexed: 05/12/2023]
Abstract
OBJECTIVES The study aim to investigate whether elderly patients with resectable pancreatic ductal adenocarcinoma (PDAC) could benefit from postoperative chemotherapy. METHODS This study selects the data of PDAC patients who were diagnosed between 2004 and 2014 from the Surveillance, Epidemiology, and End Results program. Median overall survival (mOS) is determined by Kaplan-Meier survival curves. Multivariate logistic regression analysis and hazard ratio are employed to assess the association among potential prognostic factors. Propensity score matching evaluation is used to reduce bias. RESULTS In total, there are 11,865 PDAC patients selected from the Surveillance, Epidemiology, and End Results database. Elderly PDAC patients have poor prognoses compared with younger (mOS, 15 vs 21 months). The possible reason might be that the elderly patients are less likely to receive postoperative chemotherapy. After propensity score matching, it is found that, for those who receive postoperative chemotherapy, although the mOS of older group is not as good as that of the younger group (mOS, 20 vs 23 months; 18-month survival rate: 53.4% vs 61.3%), the mOS of older group prolonged by postoperative chemotherapy is similar to that of younger group (9 vs 9 months). CONCLUSIONS Elderly PDAC patients (≥70 years) might benefit from the currently used postoperative chemotherapy regimens.
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Affiliation(s)
- Bin Xu
- From the Department of Surgery, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jinbo Shi
- From the Department of Surgery, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Wenjie Lu
- From the Department of Surgery, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yulian Wu
- From the Department of Surgery, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xin Dong
- From the Department of Surgery, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
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KARAYİĞİT A, ÖZDEMİR DB, DİZEN H, ÜNAL B. Factors independently associated with prognosis in patients operated for pancreatic cancer: Assessing the role of various parameters including red cell distribution width, neutrophil-to-lymphocyte ratio, and platelet-to-lymphocyte ratio. JOURNAL OF HEALTH SCIENCES AND MEDICINE 2022. [DOI: 10.32322/jhsm.1137856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Objective: We aimed to assess whether, among other parameters, preoperative red cell distribution width (RDW), neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR) values were associated with prognosis in patients operated for pancreatic cancer (PC).
Material and Method: This retrospective cohort was conducted from February 1, 2016 to February 1, 2021 at the general surgery department of a university hospital in Turkey. A total of 75 patients histologically diagnosed with PC who had undergone surgery were included in the study.
Results: The PLR values of patients with poorly differentiated and undifferentiated tumors were found to be higher than those with moderately and highly differentiated tumors. Also, there was a significant relationship between PLR values and the length of hospital stay. PLR values increased as the length of hospital stay increased. There was a statistically significant positive correlation between CA 19-9 levels and NLR and PLR. High total bilirubin level was related with increased risk of death, while adjuvant chemotherapy recipients had 4.049-fold lower risk of death than those without adjuvant chemotherapy.
Conclusion: Our results indicate that preoperative NLR, PLR and RDW cannot be used as prognostic indicators of mortality in patients with operated PC, but high PLR appears to be associated with lower level of tumor differentiation and prolonged hospital stay. We also found that high total bilirubin was a poor prognostic factor, while adjuvant chemotherapy was a good prognostic factor. Further multicenter, prospective studies with larger sample sizes will help to verify these results.
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Affiliation(s)
- Ahmet KARAYİĞİT
- ADANA ŞEHİR EĞİTİM VE ARAŞTIRMA HASTANESİ, CERRAHİ ONKOLOJİ KLİNİĞİ
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5
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Baechle JJ, Marincola Smith P, Tan M, Solórzano CC, Lopez-Aguiar AG, Dillhoff M, Beal EW, Poultsides G, Makris E, Rocha FG, Crown A, Cho C, Beems M, Winslow ER, Rendell VR, Krasnick BA, Fields R, Maithel SK, Bailey CE, Idrees K. Specific Growth Rate as a Predictor of Survival in Pancreatic Neuroendocrine Tumors: A Multi-institutional Study from the United States Neuroendocrine Study Group. Ann Surg Oncol 2020; 27:3915-3923. [PMID: 32328982 PMCID: PMC10182416 DOI: 10.1245/s10434-020-08497-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Indexed: 11/18/2022]
Abstract
BACKGROUND Pancreatic neuroendocrine tumors (PNETs) are often indolent; however, identifying patients at risk for rapidly progressing variants is critical, particularly for those with small tumors who may be candidates for expectant management. Specific growth rate (SGR) has been predictive of survival in other malignancies but has not been examined in PNETs. METHODS A retrospective cohort study of adult patients who underwent PNET resection from 2000 to 2016 was performed utilizing the multi-institutional United States Neuroendocrine Study Group database. Patients with ≥ 2 preoperative cross-sectional imaging studies at least 30 days apart were included in our analysis (N = 288). Patients were grouped as "high SGR" or "low SGR." Demographic and clinical factors were compared between the groups. Kaplan-Meier and log-rank analysis were used for survival analysis. Cox proportional hazard analysis was used to assess the impact of various clinical factors on overall survival (OS). RESULTS High SGR was associated with higher T stage at resection, shorter doubling time, and elevated HbA1c (all P ≤ 0.01). Patients with high SGR had significantly decreased 5-year OS (63 vs 80%, P = 0.01) and disease-specific survival (72 vs 91%, P = 0.03) compared to those with low SGR. In patients with small (≤ 2 cm) tumors (N = 106), high SGR predicted lower 5-year OS (79 vs 96%, P = 0.01). On multivariate analysis, high SGR was independently associated with worse OS (hazard ratio 2.67, 95% confidence interval 1.05-6.84, P = 0.04). CONCLUSION High SGR is associated with worse survival in PNET patients. Evaluating PNET SGR may enhance clinical decision-making, particularly when weighing expectant management versus surgery in patients with small tumors.
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Affiliation(s)
- Jordan J Baechle
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Marcus Tan
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Carmen C Solórzano
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Mary Dillhoff
- The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | - Eliza W Beal
- The Ohio State University Comprehensive Cancer Center, Columbus, OH, USA
| | | | | | | | | | - Clifford Cho
- Division of Hepatopancreatobiliary and Advanced Gastrointestinal Surgery, Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Megan Beems
- Division of Hepatopancreatobiliary and Advanced Gastrointestinal Surgery, Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Emily R Winslow
- School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | - Victoria R Rendell
- School of Medicine and Public Health, University of Wisconsin, Madison, WI, USA
| | | | - Ryan Fields
- Washington University School of Medicine, St Louis, MO, USA
| | - Shishir K Maithel
- Department of Surgery, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Christina E Bailey
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Kamran Idrees
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA.
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Combined preoperative platelet-to-lymphocyte ratio and serum carbohydrate antigen 19-9 level as a prognostic factor in patients with resected pancreatic cancer. Hepatobiliary Pancreat Dis Int 2019; 18:278-284. [PMID: 30987900 DOI: 10.1016/j.hbpd.2019.03.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 03/26/2019] [Indexed: 02/05/2023]
Abstract
BACKGROUND Carbohydrate antigen 19-9 (CA19-9) is the most frequently used tumor marker and serves as a prognostic indicator in patients with pancreatic cancer (PC). The platelet-to-lymphocyte ratio (PLR) is thought to be an inflammation-related serum marker. An elevated PLR represents increased inflammatory status and is associated with poor prognosis in patients with various cancers including PC. METHODS This study involved 103 patients with a histopathological diagnosis of pancreatic ductal adenocarcinoma who underwent pancreatectomy. The patients were assessed to determine the prognostic significance of the combination of the PLR and CA19-9 level. RESULTS Based on the receiver operating characteristic analysis results, the patients were divided into PLRHigh (PLR ≥ 129.1) and PLRLow (PLR < 129.1) groups and into CA19-9High (CA19-9 ≥ 74.0 U/mL) and CA19-9Low (CA19-9 < 74.0 U/mL) groups. The cumulative 5-year overall survival (OS) and disease-specific survival (DSS) rates significantly differed by both the PLR (PLRHigh group: 19.5% and 22.9%; PLRLow group: 39.1% and 45.9%) and CA19-9 (CA19-9High group: 19.1% and 25.6%; CA19-9Low group: 41.0% and 41.0%). We then divided the patients into Groups A (PLRLow/CA19-9Low), B (PLRLow/CA19-9High or PLRHigh/CA19-9Low), and C (PLRHigh/CA19-9High). The cumulative 5-year OS rates in Groups A, B, and C were 44.0%, 31.9%, and 11.9%, respectively (P = 0.002). The cumulative 5-year DSS rates in Groups A, B, and C were 47.7%, 36.4%, and 16.8%, respectively (P = 0.002). Multivariate analysis revealed that the combination of the PLR and CA19-9 was an independent prognostic factor in patients with resected PC. CONCLUSIONS The combination of the PLR and CA19-9 is useful for predicting the prognosis of patients with resected PC.
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Diagnosis and staging of pancreatic ductal adenocarcinoma. Clin Transl Oncol 2017; 19:1205-1216. [DOI: 10.1007/s12094-017-1681-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 05/15/2017] [Indexed: 12/11/2022]
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Hidalgo M, Álvarez R, Gallego J, Guillén-Ponce C, Laquente B, Macarulla T, Muñoz A, Salgado M, Vera R, Adeva J, Alés I, Arévalo S, Blázquez J, Calsina A, Carmona A, de Madaria E, Díaz R, Díez L, Fernández T, de Paredes BG, Gallardo ME, González I, Hernando O, Jiménez P, López A, López C, López-Ríos F, Martín E, Martínez J, Martínez A, Montans J, Pazo R, Plaza JC, Peiró I, Reina JJ, Sanjuanbenito A, Yaya R, Carrato A. Consensus guidelines for diagnosis, treatment and follow-up of patients with pancreatic cancer in Spain. Clin Transl Oncol 2017; 19:667-681. [PMID: 27995549 PMCID: PMC5427095 DOI: 10.1007/s12094-016-1594-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 11/24/2016] [Indexed: 12/12/2022]
Abstract
The management of patients with pancreatic cancer has advanced over the last few years. We convey a multidisciplinary group of experts in an attempt to stablish practical guidelines for the diagnoses, staging and management of these patients. This paper summarizes the main conclusions of the working group. Patients with suspected pancreatic ductal adenocarcinoma should be rapidly evaluated and referred to high-volume centers. Multidisciplinary supervision is critical for proper diagnoses, staging and to frame a treatment plan. Surgical resection together with chemotherapy offers the highest chance for cure in early stage disease. Patients with advanced disease should be classified in treatment groups to guide systemic treatment. New chemotherapeutic regimens have resulted in improved survival. Symptomatic management is critical in this disease. Enrollment in a clinical trial is, in general, recommended.
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Affiliation(s)
- M Hidalgo
- Spanish National Cancer Centre, C/Melchor Fernández Almagro, 3, 28029, Madrid, Spain.
- Beth Israel Deaconess Medical Center, Boston, USA.
| | - R Álvarez
- Department of Medical Oncology, Centro Integral Oncológico Clara Campal, Madrid, Spain
| | - J Gallego
- University Hospital of Elche, Elche, Spain
| | - C Guillén-Ponce
- Hospital Universitario Ramón y Cajal, Ctra. de Colmenar Viejo km. 9,100, 28034, Madrid, Spain
| | - B Laquente
- Institut Català d´Oncologia, Duran y Reynals Hospital, Hospitalet Llobregat, Barcelona, Spain
| | - T Macarulla
- Vall d'Hebrón University Hospital, Barcelona, Spain
| | - A Muñoz
- University Hospital Gregorio Marañón, Madrid, Spain
| | - M Salgado
- University Hospital of Ourense, Ourense, Spain
| | - R Vera
- Complejo Hospitalario de Navarra, Pamplona, Spain
| | - J Adeva
- University Hospital 12 de Octubre, Madrid, Spain
| | - I Alés
- Hospital Carlos Haya, Málaga, Spain
| | - S Arévalo
- University Hospital Donostia, San Sebastián, Spain
| | - J Blázquez
- Department of Radiology, University Hospital Ramón y Cajal, Madrid, Spain
- MD Anderson Hospital, Madrid, Spain
| | - A Calsina
- Department of Palliative Care, Hospital Germans Trias I Pujol, Institut Catalá d´Oncologia, Badalona, Spain
| | - A Carmona
- Department of Medical Oncology and Hematology, University Hospital Morales Messeguer, Murcia, Spain
| | - E de Madaria
- Department of Gastroenterology, Hospital General Universitario de Alicante, Alicante, Spain
| | - R Díaz
- Department of Medical Oncology, Hospital Universitari I Politècnic La Fe, Valencia, Spain
| | - L Díez
- Department of Surgery, Hospital Clínico San Carlos, Madrid, Spain
| | - T Fernández
- Department of Medical Oncology, Hospital Son Llàtzer, Palma de Mallorca, Spain
| | | | - M E Gallardo
- Complejo Hospitalario Universitario de Pontevedra, Pontevedra, Spain
| | - I González
- Complejo Hospitalario de Granada, Granada, Spain
| | - O Hernando
- Department of Radiotherapy, University Hospital HM Sanchinarro, Madrid, Spain
- University Hospital HM Puerta del Sur, Madrid, Spain
| | - P Jiménez
- Department of Medical Oncology, Hospital Universitario Central de Asturias, Asturias, Spain
| | - A López
- Hospital Universitario de Burgos, Burgos, Spain
| | - C López
- Hospital Universitario Marqués de Valdecilla, Santander, Spain
| | - F López-Ríos
- Department of Pathology, University Hospital HM Sanchinarro, Madrid, Spain
| | - E Martín
- Department of Surgery, Hospital Universitario de la Princesa, Madrid, Spain
| | - J Martínez
- Department of Medical Oncology, University Hospital Virgen de las Nieves, Granada, Spain
| | | | - J Montans
- Department of Pathology, Centro Anatomopatológico, Madrid, Spain
| | - R Pazo
- Department of Medical Oncology, University Hospital Miguel Servet, Saragossa, Spain
| | - J C Plaza
- Department of Pathology, University Hospital HM Sanchinarro, Madrid, Spain
| | - I Peiró
- Department of Endocrinology, Instituto Catalán de Oncología, Hospital Duran I Reynals, Hospitalet de Llobregat, Barcelona, Spain
| | - J J Reina
- Department of Medical Oncology, University Hospital Virgen de la Macarena, Seville, Spain
| | - A Sanjuanbenito
- Department of Surgery, University Hospital Ramón y Cajal, Madrid, Spain
| | - R Yaya
- Department of Medical Oncology, Fundación Instituto Valenciano de Oncología, Valencia, Spain
| | - Alfredo Carrato
- Hospital Universitario Ramón y Cajal, Ctra. de Colmenar Viejo km. 9,100, 28034, Madrid, Spain.
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Abstract
OBJECTIVE The chance to improve survival from pancreatic adenocarcinoma relies on early diagnosis through screening, but any screening program is subject to lead-time bias and no data are available in this regard. Aim of the present study was to evaluate the benefit obtainable from a screening program for early detection of pancreatic adenocarcinoma, considering screen-related biases. METHODS Monte Carlo simulation was performed using data from 1000 pancreatic cancer patients admitted in a tertiary referral hospital and from pertinent literature. Lead-time bias was assessed and subtracted from expected survival. RESULTS Mean expected life expectancy was 13.0 months. Assuming a 20%, 30%, or 50% stage III/IV reduction with screening, pancreatic resections would increase from 217 to 290 in front of a 20% stage III/IV reduction to 324 in front of a 30% reduction and to 385 in front of a 50% reduction. After lead-time adjustment, life expectancies were 14.0, 14.6, and 15.9 months, respectively. The number-needed-to-screen calculation suggests that screening can be harmful in a proportion of patients inversely dependent on the length of follow-up and a significant improvement of survival after diagnosis. CONCLUSIONS Pancreatic adenocarcinoma screening program would probably be successful in the presence of a considerable improvement of postdiagnostic survival; otherwise, it only increases surgical procedure amount.
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Yu J, Blackford AL, dal Molin M, Wolfgang CL, Goggins M. Time to progression of pancreatic ductal adenocarcinoma from low-to-high tumour stages. Gut 2015; 64:1783-9. [PMID: 25636698 PMCID: PMC4520782 DOI: 10.1136/gutjnl-2014-308653] [Citation(s) in RCA: 155] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Accepted: 12/19/2014] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Although pancreatic ductal adenocarcinoma is considered a rapidly progressive disease, mathematical models estimate that it takes many years for an initiating pancreatic cancer cell to grow into an advanced stage cancer. In order to estimate the time it takes for a pancreatic cancer to progress through different tumor, node, metastasis (TNM) stages, we compared the mean age of patients with pancreatic cancers of different sizes and stages. DESIGN Patient age, tumour size, stage and demographic information were analysed for 13,131 patients with pancreatic ductal adenocarcinoma entered into the National Cancer Institute's Surveillance, Epidemiology and End Results (SEER) database. Multiple linear regression models for age were generated, adjusting for patient ethnicity, gender, tumour location and neoplastic grades. RESULTS African-American ethnicity and male gender were associated with an earlier age at diagnosis. Patients with stage I cancers (mean age 64.8 years) were on average 1.3 adjusted years younger at diagnosis than those with stage IV cancers (p=0.001). Among patients without distant metastases, those with T1 stage cancers were on average 1.06 and 1.19 adjusted years younger, respectively, than patients with T3 or T4 cancers (p=0.03 for both). Among patients with stage IIB cancers, those with T1/T2 cancers were 0.79 adjusted years younger than those with T3 cancers (p=0.06). There was no significant difference in the mean adjusted age of patients with stage IA versus stage IB cancers. CONCLUSIONS These results are consistent with the hypothesis that once pancreatic ductal adenocarcinomas become detectable clinically progression from low-stage to advanced-stage disease is rapid.
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Affiliation(s)
- Jun Yu
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Amanda L Blackford
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Marco dal Molin
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Christopher L Wolfgang
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA,Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA,Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Michael Goggins
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA,Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA,Department of Medicine, The Sol Goldman Pancreatic Cancer Research Center, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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11
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Jin X, Wu Y. Diagnostic utility of clinical and biochemical parameters in pancreatic head malignancy patients with normal carbohydrate antigen 19-9 levels. Afr Health Sci 2015; 15:123-30. [PMID: 25834540 PMCID: PMC4370120 DOI: 10.4314/ahs.v15i1.17] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Carbohydrate antigen (CA)19-9 that is the most widely used biomarker for pancreatic cancer has certain limitations in diagnosis, which results in a tough job to distinguish pancreatic cancer from benign tumors with normal CA19-9. The aim of this study was to investigate the diagnostic utility of clinical parameters and serum markers in patients with pancreatic head masses but without elevated CA19-9. METHODS Retrospectively, 106 (69 malignant, 37 benign) of 487 patients admitted for pancreatic head masses were enrolled with CA19-9 level of <37u/ml. Clinical parameters and serum biomarkers were assessed. Among the patients with pancreatic head mass, male individuals (p=0.025) and elder individuals (p<0.001) were more likely to have cancer; and cancer patients were more likely to present with abdominal-pain (p=0.023), weight-loss (p=0.013) and jaundice (p<0.001). Serum bilirubin levels among malignancies, including total bilirubin (p<0.001), direct bilirubin (p<0.001) and indirect bilirubin (p<0.001), were considerably higher than those of benign ones. Logistic regression further concluded that age-distribution, abdominal-pain and direct-bilirubin were three independent factors correlating with final diagnosis. However, CEA (p=0.156) was not sufficient enough to exclude pancreatic cancer. CONCLUSIONS In patients with pancreatic head masses and CA19-9 of <37u/ml, age-distribution, abdominal-pain and direct bilirubin might be helpful in differential diagnosis. CEA was insufficient for exclusion of malignancy.
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Affiliation(s)
- Xiaoli Jin
- Department of Surgery, Sir Run Run Shaw Hospital College of Medicine, Zhejiang University, 3 Qingchun Road East, Hangzhou, Zhejiang Province 310016, P.R. China
| | - Yulian Wu
- Department of Surgery, Second Affiliated Hospital, College of Medicine, Zhejiang University, 88 Jiefang Road, Hangzhou, Zhejiang Province 310009, P.R. China
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12
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Park HD, Kang ES, Kim JW, Lee KT, Lee KH, Park YS, Park JO, Lee J, Heo JS, Choi SH, Choi DW, Kim S, Lee JK, Lee SY. Serum CA19-9, cathepsin D, and matrix metalloproteinase-7 as a diagnostic panel for pancreatic ductal adenocarcinoma. Proteomics 2013; 12:3590-7. [PMID: 23065739 DOI: 10.1002/pmic.201200101] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2012] [Revised: 09/06/2012] [Accepted: 09/20/2012] [Indexed: 12/13/2022]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) accounts for 95% of pancreatic cancers. CA19-9 is not widely used for screening PDAC due to its low sensitivity. Here, we studied the clinical usefulness of cathepsin D, matrix metalloproteinases (MMPs), and tissue inhibitors of MMPs (TIMPs) for screening patients with PDAC. A total of 248 patients with PDAC and 216 control subjects were recruited (109 PDAC patients and 70 controls in the training set and 139 PDAC patients and 146 controls in the validation set). We measured serum levels of cathepsin D, TIMPs (-1, -3, and -4), and MMPs (-1, -7, -8, and -9) using Fluorokine MAP multiplex kits. The concentrations of cathepsin D and MMP-7 were significantly higher in PDAC subjects than control subjects. In the training set, the diagnostic sensitivity and AUC of the panel of CA19-9, cathepsin D, and MMP-7 for PDAC were increased to 88% and 0.900, compared to 74% and 0.835 of CA19-9 single marker at 80% specificity. The sensitivity using cut-off value of biomarker panel was significantly increased in the validation set as well as training set. Our findings indicate that a serum biomarker panel consisting of CA19-9, cathepsin D, and MMP-7 may provide the most effective screening test currently feasible for PDAC.
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Affiliation(s)
- Hyung-Doo Park
- Department of Laboratory Medicine and Genetics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Luebeck EG, Curtius K, Jeon J, Hazelton WD. Impact of tumor progression on cancer incidence curves. Cancer Res 2012; 73:1086-96. [PMID: 23054397 DOI: 10.1158/0008-5472.can-12-2198] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Cancer arises through a multistage process, but it is not fully clear how this process influences the age-specific incidence curve. Studies of colorectal and pancreatic cancer using the multistage clonal expansion (MSCE) model have identified two phases of the incidence curves. One phase is linear, beginning about age of 60 years, suggesting that at least two rare rate-limiting mutations occur before clonal expansion of premalignant cells. A second phase is exponential, seen in early-onset cancers occurring before the age of 60 years that are associated with premalignant clonal expansion. Here, we extend the MSCE model to include clonal expansion of malignant cells, an advance that permits study of the effects of tumor growth and extinction on the incidence of colorectal, gastric, pancreatic, and esophageal adenocarcinomas in the digestive tract. After adjusting the age-specific incidence for birth-cohort and calendar-year trends, we found that initiating mutations and premalignant cell kinetics can explain the primary features of the incidence curve. However, we also found that the incidence data of these cancers harbored information on the kinetics of malignant clonal expansion before clinical detection, including tumor growth rates and extinction probabilities on three characteristic time scales for tumor progression. In addition, the data harbored information on the mean sojourn times for premalignant clones until occurrence of either the first malignant cell or the first persistent (surviving) malignant clone. Finally, the data also harbored information on the mean sojourn time of persistent malignant clones to the time of diagnosis. In conclusion, cancer incidence curves can harbor significant information about hidden processes of tumor initiation, premalignant clonal expansion, and malignant transformation, and even some limited information on tumor growth before clinical detection.
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Affiliation(s)
- E Georg Luebeck
- Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, M1-B514, Seattle, WA 98185, USA.
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Ballehaninna UK, Chamberlain RS. The clinical utility of serum CA 19-9 in the diagnosis, prognosis and management of pancreatic adenocarcinoma: An evidence based appraisal. J Gastrointest Oncol 2012. [PMID: 22811878 DOI: 10.3978/j.ssn.2078-6891.2011.021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Serum carbohydrate antigen (CA 19-9) is the most common tumor marker assessed in pancreatic cancer patients; nevertheless few articles have comprehensively evaluated the evidence for its utility in pancreatic cancer management. METHODS Literature search was performed using Medline with keywords "pancreatic cancer", "tumor markers", "CA 19-9", "diagnosis", "screening", "prognosis", "resectability" and "recurrence". All English language articles pertaining to the role of CA 19-9 in pancreatic cancer were critically analyzed to determine its utility as a biomarker for pancreatic cancer. RESULTS Serum CA 19-9 is the most extensively validated pancreatic cancer biomarker with multiple clinical applications. CA 19-9 serum levels have a sensitivity and specificity of 79-81% and 82-90% respectively for the diagnosis of pancreatic cancer in symptomatic patients; but are not useful as a screening marker because of low positive predictive value (0.5-0.9%). Pre-operative CA 19-9 serum levels provide useful prognostic information as patients with normal levels (<37 U/mL) have a prolonged median survival (32-36 months) compared to patients with elevated levels (>37 U/mL) (12-15 months). A CA 19-9 serum level of <100 U/mL implies likely resectable disease whereas levels >100 U/mL suggest unresectablity or metastatic disease. Normalization or a decrease in post-operative CA 19-9 serum levels by ≥20-50% from baseline following surgical resection or chemotherapy is associated with prolonged survival compared to failure of CA 19-9 serum levels to normalize or an increase. Important limitations to CA 19-9 serum level evaluation in pancreatic cancer include poor sensitivity, false negative results in Lewis negative phenotype (5-10%) and increased false positivity in the presence of obstructive jaundice (10-60%). CONCLUSIONS CA 19-9 is the most extensively studied and validated serum biomarker for the diagnosis of pancreatic cancer in symptomatic patients. CA 19-9 serum levels can provide important information with regards to prognosis, overall survival, and response to chemotherapy as well as predict post-operative recurrence. However, non-specific expression in several benign and malignant diseases, false negative results in Lewis negative genotype and an increased false positive results in the presence of obstructive jaundice severely limit the universal applicability of serum CA 19-9 levels in pancreatic cancer management.
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Haus-Cohen M, Assaraf YG, Binyamin L, Benhar I, Reiter Y. The clinical utility of serum CA 19-9 in the diagnosis, prognosis and management of pancreatic adenocarcinoma: An evidence based appraisal. J Gastrointest Oncol 2012; 109:750-8. [PMID: 14999785 DOI: 10.1002/ijc.20037] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Serum carbohydrate antigen (CA 19-9) is the most common tumor marker assessed in pancreatic cancer patients; nevertheless few articles have comprehensively evaluated the evidence for its utility in pancreatic cancer management. METHODS Literature search was performed using Medline with keywords "pancreatic cancer", "tumor markers", "CA 19-9", "diagnosis", "screening", "prognosis", "resectability" and "recurrence". All English language articles pertaining to the role of CA 19-9 in pancreatic cancer were critically analyzed to determine its utility as a biomarker for pancreatic cancer. RESULTS Serum CA 19-9 is the most extensively validated pancreatic cancer biomarker with multiple clinical applications. CA 19-9 serum levels have a sensitivity and specificity of 79-81% and 82-90% respectively for the diagnosis of pancreatic cancer in symptomatic patients; but are not useful as a screening marker because of low positive predictive value (0.5-0.9%). Pre-operative CA 19-9 serum levels provide useful prognostic information as patients with normal levels (<37 U/mL) have a prolonged median survival (32-36 months) compared to patients with elevated levels (>37 U/mL) (12-15 months). A CA 19-9 serum level of <100 U/mL implies likely resectable disease whereas levels >100 U/mL suggest unresectablity or metastatic disease. Normalization or a decrease in post-operative CA 19-9 serum levels by ≥20-50% from baseline following surgical resection or chemotherapy is associated with prolonged survival compared to failure of CA 19-9 serum levels to normalize or an increase. Important limitations to CA 19-9 serum level evaluation in pancreatic cancer include poor sensitivity, false negative results in Lewis negative phenotype (5-10%) and increased false positivity in the presence of obstructive jaundice (10-60%). CONCLUSIONS CA 19-9 is the most extensively studied and validated serum biomarker for the diagnosis of pancreatic cancer in symptomatic patients. CA 19-9 serum levels can provide important information with regards to prognosis, overall survival, and response to chemotherapy as well as predict post-operative recurrence. However, non-specific expression in several benign and malignant diseases, false negative results in Lewis negative genotype and an increased false positive results in the presence of obstructive jaundice severely limit the universal applicability of serum CA 19-9 levels in pancreatic cancer management.
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Affiliation(s)
- Maya Haus-Cohen
- Department of Biology, Technion-Israel Institute of Technology, Technion City, Haifa 32000, Israel
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Ballehaninna UK, Chamberlain RS. The clinical utility of serum CA 19-9 in the diagnosis, prognosis and management of pancreatic adenocarcinoma: An evidence based appraisal. J Gastrointest Oncol 2012; 3:105-19. [PMID: 22811878 DOI: 10.3978/j.issn.2078-6891.2011.021] [Citation(s) in RCA: 319] [Impact Index Per Article: 26.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2011] [Accepted: 04/27/2011] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Serum carbohydrate antigen (CA 19-9) is the most common tumor marker assessed in pancreatic cancer patients; nevertheless few articles have comprehensively evaluated the evidence for its utility in pancreatic cancer management. METHODS Literature search was performed using Medline with keywords "pancreatic cancer", "tumor markers", "CA 19-9", "diagnosis", "screening", "prognosis", "resectability" and "recurrence". All English language articles pertaining to the role of CA 19-9 in pancreatic cancer were critically analyzed to determine its utility as a biomarker for pancreatic cancer. RESULTS Serum CA 19-9 is the most extensively validated pancreatic cancer biomarker with multiple clinical applications. CA 19-9 serum levels have a sensitivity and specificity of 79-81% and 82-90% respectively for the diagnosis of pancreatic cancer in symptomatic patients; but are not useful as a screening marker because of low positive predictive value (0.5-0.9%). Pre-operative CA 19-9 serum levels provide useful prognostic information as patients with normal levels (<37 U/mL) have a prolonged median survival (32-36 months) compared to patients with elevated levels (>37 U/mL) (12-15 months). A CA 19-9 serum level of <100 U/mL implies likely resectable disease whereas levels >100 U/mL suggest unresectablity or metastatic disease. Normalization or a decrease in post-operative CA 19-9 serum levels by ≥20-50% from baseline following surgical resection or chemotherapy is associated with prolonged survival compared to failure of CA 19-9 serum levels to normalize or an increase. Important limitations to CA 19-9 serum level evaluation in pancreatic cancer include poor sensitivity, false negative results in Lewis negative phenotype (5-10%) and increased false positivity in the presence of obstructive jaundice (10-60%). CONCLUSIONS CA 19-9 is the most extensively studied and validated serum biomarker for the diagnosis of pancreatic cancer in symptomatic patients. CA 19-9 serum levels can provide important information with regards to prognosis, overall survival, and response to chemotherapy as well as predict post-operative recurrence. However, non-specific expression in several benign and malignant diseases, false negative results in Lewis negative genotype and an increased false positive results in the presence of obstructive jaundice severely limit the universal applicability of serum CA 19-9 levels in pancreatic cancer management.
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Rezai P, Yaghmai V, Tochetto SM, Galizia MS, Miller FH, Mulcahy MF, Small W. Change in the Growth Rate of Localized Pancreatic Adenocarcinoma in Response to Gemcitabine, Bevacizumab, and Radiation Therapy on MDCT. Int J Radiat Oncol Biol Phys 2011; 81:452-9. [DOI: 10.1016/j.ijrobp.2010.05.060] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2010] [Revised: 04/08/2010] [Accepted: 05/12/2010] [Indexed: 12/20/2022]
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Ballehaninna UK, Chamberlain RS. Serum CA 19-9 as a Biomarker for Pancreatic Cancer-A Comprehensive Review. Indian J Surg Oncol 2011; 2:88-100. [PMID: 22693400 DOI: 10.1007/s13193-011-0042-1] [Citation(s) in RCA: 161] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2010] [Accepted: 01/13/2011] [Indexed: 02/07/2023] Open
Abstract
Pancreatic cancer is an aggressive tumor with a dismal prognosis, biomarkers that can detect tumor in its early stages when it may be amenable to curative resection may improve prognosis. At present, serum CA 19-9 is the only validated tumor marker in widespread clinical use, but precise knowledge of its role in pancreatic cancer diagnosis, staging, determining resectability, response to chemotherapy and prognosis remains limited. A comprehensive search was performed using PubMed with keywords "pancreatic cancer" "tumor markers" "CA 19-9" "diagnosis" "screening" "prognosis" "resectability" and "recurrence". All English language articles pertaining to the role of CA 19-9 in pancreatic cancer were critically analyzed to determine its utility as a biomarker for pancreatic cancer. Serum CA 19-9 is the most extensively studied and clinically useful biomarker for pancreatic cancer. Unfortunately, CA 19-9 serum level evaluation in pancreatic cancer patients is limited by poor sensitivity, false negative results in Lewis negative phenotype (5-10%) and increased false positivity in the presence of obstructive jaundice (10-60%). Serum CA 19-9 level has no role in screening asymptomatic populations, and has a sensitivity and specificity of 79-81% and 82-90% respectively for the diagnosis of pancreatic cancer in symptomatic patients. Pre-operative CA 19-9 serum level provide useful prognostic information as patients with normal CA 19-9 serum levels (<37 U/ml) have a prolonged median survival (32-36 months) compared to patients with elevated CA 19-9 serum levels (>37 U/ml) (12-15 months). A CA 19-9 serum level of <100 U/ml implies likely resectable disease whereas levels >100 U/ml may suggest unresectablity or metastatic disease. Normalization or a decrease in post-operative CA 19-9 serum levels by ≥20-50% from baseline following surgical resection or chemotherapy is associated with prolonged survival compared to failure of CA 19-9 serum levels to normalize or an increase. Carbohydrate antigen (CA 19-9) is the most extensively studied and validated serum biomarker for the diagnosis of pancreatic cancer in symptomatic patients. The CA 19-9 serum level can provide important information with regards to prognosis, overall survival, and response to chemotherapy as well as predict post-operative recurrence. Non-specific expression in several benign and malignant diseases, false negative results in Lewis negative genotype and an increased false positive results in the presence of obstructive jaundice severely limit the universal applicability of serum CA 19-9 levels in pancreatic cancer management.
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Masuda T, Beppu T, Horino K, Komori H, Hayashi H, Okabe H, Otao R, Horlad H, Ishiko T, Takamori H, Kikuchi K, Baba H. Preoperative tumor marker doubling time is a useful predictor of recurrence and prognosis after hepatic resection of hepatocellular carcinoma. J Surg Oncol 2010; 102:490-6. [PMID: 19937994 DOI: 10.1002/jso.21451] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND AND OBJECTIVES It is important to identify prognostic factors in patients with hepatocellular carcinoma (HCC) before hepatectomy. No previous studies have addressed the predictive efficacy of the preoperative doubling times of alpha-fetoprotein (AFP) and protein induced by vitamin K absence (PIVKA-II). METHODS A total of 210 HCC patients who underwent a hepatic resection between 1998 and 2006 were prospectively evaluated. Serum AFP and PIVKA-II levels were measured at least twice before surgery to calculate the doubling times. Nineteen clinical factors that can be examined preoperatively, including the doubling times of AFP and PIVKA-II were investigated to identify prognostic factors for disease-free and overall survival after hepatectomy. RESULTS There was no relationship between preoperative levels and doubling times of AFP and PIVKA-II. In a multivariate analysis, patients with a doubling time of AFP ≤30 days and PIVKA-II ≤16 days showed a significantly worse disease-free (P = 0.02, P = 0.03, respectively) and overall survival (P < 0.0001, P = 0.03, respectively). CONCLUSIONS In HCC patients, the doubling times of preoperative serum AFP or PIVKA-II levels are useful tools to predict early postoperative recurrence and a poor prognosis.
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Affiliation(s)
- Toshiro Masuda
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
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Abstract
OBJECTIVES The performance of the 2 tumor markers carbohydrate antigen 19-9 (CA19-9) and tumor M2 pyruvate kinase (Tu-M2-PK) separately and in combination detecting pancreatic ductal adenocarcinoma (PDAC) was evaluated in a prospective study. METHODS The study comprised 103 patients referred because of suspicion of pancreatic cancer. Of these, 51 patients had their conditions diagnosed as PDAC, whereas this diagnosis was ruled out in 52 after 12 months of follow-up. The performance of Tu-M2-PK was compared with that of CA19-9 using cutoff values 15 and 37 U/mL, respectively. RESULTS The sensitivity of Tu-M2-PK and CA19-9 in detecting PDAC was 55% and 86% at specificities of 52% and 73%, respectively. The area under the curve (AUC) of Tu-M2-PK was 0.55 and that of CA19-9 was 0.84. Combining the 2 markers did not significantly improve AUC (AUC = 0.85, P = 0.72) compared with CA19-9 when used alone. The presence of chronic pancreatitis or jaundice causes increased levels of CA19-9 but does not influence Tu-M2-PK. CONCLUSIONS Tu-M2-PK was inferior to CA19-9 as marker of PDAC. Tu-M2-PK may have a role in diagnosing PDAC because it is not affected by cholestasis or Lewis phenotype. Neither tumor marker can stand alone in the diagnosis of PDAC.
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Mehrara E, Forssell-Aronsson E, Ahlman H, Bernhardt P. Quantitative analysis of tumor growth rate and changes in tumor marker level: specific growth rate versus doubling time. Acta Oncol 2009; 48:591-7. [PMID: 19330565 DOI: 10.1080/02841860802616736] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
BACKGROUND Doubling time (DT) of tumor volume has been widely used to estimate the growth rate of tumors. However, DT gives incorrect estimates of the average growth rate of tumors when the uncertainty of growth rate is considerable. Specific growth rate (SGR) is less affected by uncertainties and is a more relevant parameter. Optimized imaging techniques and prolonged interval between observations can reduce the uncertainty of growth rate estimation. DT is also used for defining changes in tumor marker level. The aim of this study was to compare DT and SGR as measures of growth rate when the uncertainty is negligible. METHODS Mathematical analysis and computer simulations were carried out assuming no uncertainty of growth rate estimation. Data from two previously published clinical studies were assessed by both variables. RESULTS Due to the non-linear relationship between DT and SGR, using these variables does not give similar results. The variation of DT is not uniformly indicating variations of the growth rate. DT largely overestimates the difference in growth rate of slowly growing tumors and underestimates the difference in growth rate of rapidly growing tumors. On the other hand, SGR uniformly indicates the difference between growth rates throughout all ranges. Quantitative analysis of clinical observations can lead to contradictory results depending on the variable used for growth rate. CONCLUSION The growth rate of tumor volume should be expressed by SGR, or percentage increase per unit time, regardless of the level of the uncertainty of growth rate estimation. This conclusion is also valid for changes in tumor marker level, whether it is correlated with the growth rate of tumor volume or not.
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Mehrara E, Forssell-Aronsson E, Ahlman H, Bernhardt P. Specific growth rate versus doubling time for quantitative characterization of tumor growth rate. Cancer Res 2007; 67:3970-5. [PMID: 17440113 DOI: 10.1158/0008-5472.can-06-3822] [Citation(s) in RCA: 162] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Doubling time (DT) is widely used for quantification of tumor growth rate. DT is usually determined from two volume estimations with measurement time intervals comparable with or shorter than DT. Clinical data show that the frequency distribution of DT in patients is positively skewed, with some very long DT values compared with the average DT. Growth rate can also be quantified using specific growth rate (SGR; %/d), equal to ln2/DT. The aim of this work was to compare DT and SGR as growth rate variables. Growth rate calculations were computer simulated for a tumor with DT of 100 days, measurement time interval of 1 to 200 days, and volume estimation uncertainty of 5% to 20%. Growth rate variables were determined and compared for previously published clinical data. The study showed that DT is not a suitable variable for tumor growth rate because (a) for short measurement time intervals, or high volume uncertainties, mean DT can either overestimate or underestimate the average growth rate; (b) DT is not defined if the consecutively estimated volumes are equal; and (c) the asymmetrical frequency distribution of DT makes it unsuitable for common statistical testing. In contrast, mean SGR and its equivalent DT give the correct values for average growth rate, SGR is defined for all tumor volume changes, and it has a symmetrical frequency distribution. SGR is also more accurate to use when discussing, for example, growth fraction, cell loss rate, and growth rate heterogeneities within the tumor. SGR should thus be used, instead of DT, to quantify tumor growth rate.
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Affiliation(s)
- Esmaeil Mehrara
- Departments of Radiation Physics and Surgery, Göteborg University, Göteborg, Sweden.
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23
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Kang CM, Kim JY, Choi GH, Kim KS, Choi JS, Lee WJ, Kim BR. The use of adjusted preoperative CA 19-9 to predict the recurrence of resectable pancreatic cancer. J Surg Res 2007; 140:31-5. [PMID: 17418869 DOI: 10.1016/j.jss.2006.10.007] [Citation(s) in RCA: 89] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2006] [Revised: 09/20/2006] [Accepted: 10/03/2006] [Indexed: 02/06/2023]
Abstract
BACKGROUND Despite the usefulness of CA 19-9 in the diagnosis and prognosis of pancreatic cancer, cholestasis can falsely elevate CA 19-9 levels, which contributes to limited clinical utility in patients with biliary obstruction. This study was designed to evaluate the usefulness of adjusted preoperative CA 19-9 levels in predicting a prognosis of pancreatic cancer. METHODS The available medical records of patients with resected pancreatic cancer from January 1990 to June 2005 were retrospectively viewed at Yonsei Medical Center, Seoul, Korea. The adjusted CA 19-9 value was obtained by dividing the serum CA 19-9 level by the values of serum bilirubin in case of bilirubin greater, similar 2 mg/dL. Disease-free survival was evaluated according to the adjusted preoperative CA 19-9 value. RESULTS Sixty-one patients were investigated. Their adjusted preoperative CA 19-9 values were significantly different from the actual baseline CA 19-9 value (129.4 +/- 225.2 U/mL, versus 442.1 +/- 645.5 U/mL, P < 0.0001). On univariate analysis, peripancreatic microscopic invasion (P = 0.0142), lymphovascular invasion (P = 0.0038), and adjusted preoperative CA 19-9 > or = 50 U/mL (P = 0.0049) were predictive factors for cancer recurrence after curative resection. Adjusted preoperative CA 19-9 > or = 50 U/mL (Exp (B) = 2.097, P = 0.027) was an independent predictive factor in multivariate analysis. CONCLUSIONS The adjusted preoperative CA 19-9 value can predict the risk of recurrence after curative resection of pancreatic cancer. Interpreting the preoperative CA 19-9 value adjusted to the serum bilirubin values seems to be more reasonable in evaluating prognosis of pancreatic cancer.
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Affiliation(s)
- Chang Moo Kang
- Department of Surgery, Yonsei University College of Medicine, Seoul, Seoul, Korea
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Boeck S, Stieber P, Holdenrieder S, Wilkowski R, Heinemann V. Prognostic and Therapeutic Significance of Carbohydrate Antigen 19-9 as Tumor Marker in Patients with Pancreatic Cancer. Oncology 2006; 70:255-64. [PMID: 16899980 DOI: 10.1159/000094888] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2005] [Accepted: 05/18/2006] [Indexed: 12/17/2022]
Abstract
In pancreatic cancer (PC) accurate determination of treatment response by imaging often remains difficult. Various efforts have been undertaken to investigate new factors which may serve as more appropriate surrogate parameters of treatment efficacy. This review focuses on the role of carbohydrate antigen 19-9 (CA 19-9) as a prognostic tumor marker in PC and summarizes its contribution to monitoring treatment efficacy. We undertook a Medline/PubMed literature search to identify relevant trials that had analyzed the prognostic impact of CA 19-9 in patients treated with surgery, chemoradiotherapy and chemotherapy for PC. Additionally, relevant abstract publications from scientific meetings were included. In advanced PC, pretreatment CA 19-9 levels have a prognostic impact regarding overall survival. Also a CA 19-9 decline under chemotherapy can provide prognostic information for median survival. A 20% reduction of CA 19-9 baseline levels within the first 8 weeks of chemotherapy appears to be sufficient to define a prognostic relevant subgroup of patients ('CA 19-9 responder'). It still remains to be defined whether the CA 19-9 response is a more reliable method for evaluating treatment efficacy compared to conventional imaging.
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Affiliation(s)
- Stefan Boeck
- Department of Internal Medicine III, Klinikum Grosshadern, Ludwig Maximilians University of Munich, Munich, Germany.
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Kremer A, Wilkowski R, Holdenrieder S, Nagel D, Stieber P, Seidel D. Nucleosomes in pancreatic cancer patients during radiochemotherapy. Tumour Biol 2005; 26:44-9. [PMID: 15756056 DOI: 10.1159/000084339] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2004] [Accepted: 09/19/2004] [Indexed: 11/19/2022] Open
Abstract
Nucleosomes appear spontaneously in elevated concentrations in the serum of patients with malignant diseases as well as during chemo- and radiotherapy. We analyzed whether their kinetics show typical characteristics during radiochemotherapy and enable an early estimation of therapy efficacy. We used the Cell Death Detection Elisa plus (Roche Diagnostics) and investigated the course of nucleosomes in the serum of 32 patients with a local stage of pancreatic cancer who were treated with radiochemotherapy for several weeks. Ten of them received postsurgical therapy, 21 received primary therapy and 1 received therapy for local relapse. Blood was taken before the beginning of therapy, daily during the first week, once weekly during the following weeks and at the end of radiochemotherapy. The response to therapy was defined according to the kinetics of CA 19-9: a decrease of CA 19-9 > or =50% after radiochemotherapy was considered as 'remission'; an increase of > or =100% (which was confirmed by two following values) was defined as 'progression'. Patients with 'stable disease' ranged intermediately. Most of the examined patients showed a decrease of the concentration of nucleosomes within 6 h after the first dose of radiation. Afterwards, nucleosome levels increased rapidly, reaching their maximum during the following days. Patients receiving postsurgery, primary or relapse therapies did not show significant differences in nucleosome values during the time of treatment. Single nucleosome values, measured at 6, 24 and 48 h after the application of therapy, could not discriminate significantly between patients with no progression and those with progression of disease. However, the area under the curve of the first 3 days, which integrated all variables of the initial therapeutic phase, showed a significant correlation with the progression-free interval (p=0.008). Our results indicate that the area under the curve of nucleosomes during the initial phase of radiochemotherapy could be valuable for the early prediction of the progression-free interval.
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Affiliation(s)
- Andreas Kremer
- Institute of Clinical Chemistry, Klinikum der Universitat Munchen Grosshadern, Munich, Germany
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Abstract
Pancreatic cancer remains a devastating and difficult disease to diagnose and successfully treat. Its incidence increases with age, with 60% of patients being over the age of 65 at presentation. Due to the insidious nature and asymptomatic onset of pancreatic cancer approximately 85% of patients present with disseminated or locally advanced disease resulting in a very poor prognosis. In the past the elderly patient, who may be felt to be too frail for operative procedures or further therapy, may have missed out on optimal treatment. In this article we review the investigation and treatment of pancreatic cancer and examine current evidence with regard to pancreatic cancer in the elderly. The evidence suggests that surgical resection can be performed safely in patients who are fit for surgery in specialist centres but may require more intensive post-operative rehabilitation.
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Affiliation(s)
- Susannah Shore
- Division of Surgery and Oncology, University of Liverpool, 5th Floor UCD Building, Daulby Street, Liverpool, L69 3GA, United Kingdom
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28
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Abstract
Pancreatic cancer is the fifth leading cause of cancer deaths in the United States with little or no impact from conventional treatment options. Significant advances in understanding basic immunology have renewed interest in using immunotherapy to treat pancreatic cancer. Cancer immunotherapy, including humanized MAbs, cytokines, and potent vaccine strategies, has been successful in animal models and is being evaluated in clinical trials. Gene therapy is also being explored using methods to inactivate oncogenes, replace defective tumor suppressor genes, confer enhanced chemosensitivity to tumor cells, and increase immunogenicity of tumor cells. Angiogenesis, an essential step in the growth and metastasis of pancreatic cancer, has been targeted by many antiangiogenic agents. Several clinical trials have been initiated to evaluate the role of these innovative strategies in patients with pancreatic cancer with increasingly sophisticated correlative studies to learn more about the mechanisms of tumor rejection with these agents. The rapid translation of basic science discoveries to clinical trials should result in the development of new effective treatments for patients with pancreatic cancer.
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Affiliation(s)
- S M Lieberman
- Department of Surgery, Albert Einstein College of Medicine, Bronx, New York 10461, USA
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29
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Abstract
A better understanding of the growth rate of pancreatic carcinoma is important in determining its natural course and in evaluating the effects of treatment or prognosis. The authors studied the growth rate of pancreatic carcinoma and the relation between its tumor volume doubling time (TVDT) and host survival. Nine patients with pancreatic carcinoma who underwent serial examinations by helical computed tomography but no anticancer treatment during the observation period were included. The TVDTs were calculated by measuring the tumor size on the helical computed tomograms. The mean TVDT of the nine primary lesions of pancreatic carcinoma was 159 +/- 67 days (median, 144 days), and the range was 64 to 255 days. The correlation between TVDT and survival time was positive and significant (r = 0.793, p = 0.011). This preliminary study suggests that examination of TVDT may be useful in the clinical evaluation of prognosis for patients with pancreatic carcinoma in certain situations.
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Affiliation(s)
- H Furukawa
- Department of Diagnostic Radiology, National Cancer Center Hospital, Tokyo, Japan.
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