Incidence and risk of pancreatic cancer in patients with chronic pancreatitis: defining the optimal subgroup for surveillance

Incidence and risk of pancreatic cancer in patients with chronic pancreatitis: defining the optimal subgroup for surveillance

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ABSTRACT We aimed to present the incidence and risk factors for pancreatic cancer in a multicenter retrospective cohort of patients with chronic pancreatitis (CP). Patients with ICD-10 codes


for CP (K86.0, K86.1) who underwent abdominal CT or MRI between January 2010 and December 2021 in seven academic hospitals were analyzed. After exclusions, we identified 727 patients with


definite CP with a median follow-up of 3.6 years (range 1.0‒12.9). During 3290 person-years of observation, pancreatic cancers were diagnosed in 16 patients (2.20%, 0.49% per year) after a


median follow-up of 2.4 years (range 1.4‒6.6), with an age- and sex-standardized incidence ratio of 18.1 (95% CI 10.4‒29.5). The underlying CPs in the 16 pancreatic cancers were classified


as chronic obstructive pancreatitis (10, 63%), chronic obstructive and calcifying pancreatitis (4, 25%), chronic calcifying pancreatitis (1, 6%), and autoimmune pancreatitis (1, 6%). Factors


associated with pancreatic cancer development included age (HR 4.830, _p_ = 0.006), parenchymal calcification (HR 0.213, _p_ = 0.003), pancreatic duct stricture (HR 2.706, _p_ = 0.048), and


serum CA 19‒9 level (HR 3.567, _p_ = 0.014). After adjustment, age over 60 years (HR 4.540, _p_ = 0.009) and serum CA 19‒9 levels greater than 100 U/mL (HR 3.528, _p_ = 0.015) were


independent risk factors for pancreatic cancer. SIMILAR CONTENT BEING VIEWED BY OTHERS INCIDENCE AND RISK OF PANCREATIC CANCER IN PATIENTS WITH ACUTE OR CHRONIC PANCREATITIS: A


POPULATION-BASED COHORT STUDY Article Open access 02 November 2023 CHRONIC PANCREATITIS AND CANCER RISK IN A MATCHED COHORT STUDY USING NATIONAL CLAIMS DATA IN SOUTH KOREA Article Open


access 01 April 2022 CLINICAL FEATURES AND PROGNOSTIC IMPACT OF ASYMPTOMATIC PANCREATIC CANCER Article Open access 11 March 2022 INTRODUCTION Pancreatic cancer is one of the cancers with the


worst prognosis and has the lowest 5-year survival rate among all cancers, at around 10%. The cancer death rates of lung cancer, prostate cancer, breast cancer, and colon cancer, which have


higher cancer death rates than pancreatic cancer in the United States, have all been declining over times. However, the cancer death rate for pancreatic cancer has increased slightly (by


0.2% per year) since the mid-2000s according to the American Cancer Society, Cancer Facts & Figures 2022. The mortality of pancreatic cancer is predicted to increase over time, reaching


the second-highest overall cancer mortality rate in the United States by 20301. Although much effort has been made to improve the low survival rate of patients with pancreatic cancer, no


tangible progress has been made yet. The most effective method for survival improvement to date is the early detection of pancreatic cancer through screening tests. Therefore, it is


important to identify and monitor high-risk groups for pancreatic cancer. Patients with chronic pancreatitis (CP) is one of the major risk groups for pancreatic cancer, and the relative risk


of pancreatic cancer in patients with CP has been reported to be as high as 7.6‒68.1 times2,3,4,5,6. The incidence of pancreatic cancer in patients with CP has been mainly investigated in


Western countries, where it was reported to be 1.0‒2.6%4,7,8,9,10. In a small number of studies in Asia, the incidence of pancreatic cancer was found to be 0.9‒2.9%11,12,13. The incidence


and standardized incidence ratio (SIR) of pancreatic cancer in patients with CP have rarely been reported in South Korea. In the 2020 International Consensus Guidelines on Surveillance for


Pancreatic Cancer in CP, it was not recommended to monitor for pancreatic cancer in all sporadic CP cases because the prevalence of pancreatic cancer is not high enough14. According to


international guidelines, patients with CP accompanied by serine protease 1 gene (_PRSS1_) mutation are recommended to undergo regular follow-up for pancreatic cancer detection. However,


other conditions required for surveillance in patients with CP were not presented, and additional related research is still necessary. To date, several studies have suggested that risk


factors for pancreatic cancer in CP include newly developed diabetes, obesity, pancreatic duct dilatation, old age, and current smoker3,8,9,10,11. However, these risk factors need to be


verified, and risk groups of patients with CP for surveillance should be selected using risk factors for pancreatic cancer. Therefore, we aimed to determine the incidence of pancreatic


cancer in patients with CP and to obtain age- and sex-standardized incidence ratios (SIRs) using the incidence of pancreatic cancer in the general population. In addition, we wanted to


present subgroups of patients with CP who should be followed up for pancreatic cancer by analyzing which factors are related to the development of pancreatic cancer in CP and the incidence


of pancreatic cancer according to risk factors. RESULTS STUDY POPULATION A total of 727 patients with definite CP were evaluated, and the median follow-up period was 1,311 days (range


368‒4698 days) (Table 1). There were 588 (80.9%) males and 139 (19.1%) females with a median age of 56.5 years (range 18‒93). More than half (61.8%) had diabetes mellitus, and a lower BMI


(< 20, 36.0%) was much common than a higher BMI (> 25, 16.3%). Two radiologic studies were performed to evaluate the pancreas: CT (mean 3.8 times per patient) and MRI (mean 0.6 times


per patient). A total of 512 patients (70.4%) had parenchymal calcification, 269 (37.0%) had pancreatic duct stones, 152 (20.9%) had pancreatic duct stricture, 24 (3.3%) had groove


pancreatitis, and 29 (4.0%) had autoimmune pancreatitis. COMPARISON OF CP PATIENTS WITH AND WITHOUT PANCREATIC CANCER During 3,290 person-years of observation, pancreatic cancers were


diagnosed in 16 patients (overall 2.20% and 0.49% per year) after a median follow-up of 2.4 years (range 1.4‒6.6). Compared to patients without pancreatic cancer, CP patients with pancreatic


cancer were older (_p_ = 0.043), had more frequent exacerbated pancreatitis (_p_ = 0.031), and had higher CA 19‒9 levels (_p_ = 0.001). However, parenchymal calcification was lower in the


cancer group (_p_ = 0.009). Patients aged 60 or older represented 75.0% of the pancreatic cancer group and 39.1% of the non-pancreatic cancer group (_p_ = 0.008). CHARACTERISTICS OF CP IN


PATIENTS WITH PANCREATIC CANCER The details of the 16 patients with pancreatic cancer are described in Table 2. The median age of patients with pancreatic cancer was 66.4 years (range 43‒82 


years), 11 (69%) were male, the median BMI was 20.1 (range 16.0‒27.3), 12 (75%) had diabetes, and 8 (50%) had pancreatic atrophy. Five (31%) had pancreatic cysts and 2 (13%) had pancreatic


duct stones. Regarding the classifications of underlying CP, 10 of the 16 patients who developed pancreatic cancer (63%) had chronic obstructive pancreatitis, 4 (25%) had chronic obstructive


and calcifying pancreatitis, 1 (6%) had chronic calcifying pancreatitis, and 1 (6%) had autoimmune pancreatitis. Therefore, pancreatic cancer appears to be more likely to occur in patients


with chronic obstructive pancreatitis than in patients with chronic calcifying pancreatitis. Ten patients (13.8%) had a family history of pancreatic cancer, and none in the group with


pancreatic cancer had a family history of pancreatic cancer. One patient had hereditary pancreatitis and three family members of one patient had a pancreatitis history. Fifty-two patients


(7.2%) had a family history of cancer other than pancreatic cancer, 2 patients (12.5%) in the group with pancreatic cancer and 50 patients (7.0%) in the group without pancreatic cancer.


There was no significant difference between the two groups. INCIDENCE OF PANCREATIC CANCER DURING FOLLOW-UP When the 16 pancreatic cancer patients were evaluated based on detection time, the


incidence during each year was 0.49% (range 0.30‒0.77%) (Fig. 1). The incidence remained relatively steady until 6.5 years, and pancreatic cancer did not develop thereafter. The cumulative


incidences of pancreatic cancer in patients with CP were 1.0% at 2 years and 2.6% at 4 years and reached 4.0% at 6.5 years according to the Kaplan‒Meier analysis (Fig. 2). STANDARDIZED


INCIDENCE RATIO OF PANCREATIC CANCER IN CP The age- and sex-SIR of pancreatic cancer in patients with CP was 18.1 (95% CI 10.4‒29.5) (Table 3). According to age groups, HR was highest at


59.7 (95% CI 34.1‒97.0) in the 40‒49 age group and was 23.6 (95% CI 13.5‒38.3) in the 60‒69 age group. RISK FACTORS FOR PANCREATIC CANCER IN PATIENTS WITH CP Risk factors for pancreatic


cancer in patients with CP were analyzed using Cox regression analysis (Table 4). Factors associated with pancreatic cancer development included age (HR 4.830, 95% CI 1.556‒14.99, _p_ = 


0.006), parenchymal calcification (HR 0.213, 95% CI 0.077‒0.586, _p_ = 0.003), pancreatic duct stricture (HR 2.706, 95% CI 1.007‒7.271, _p_ = 0.048), and CA 19‒9 level (HR 3.567, 95% CI


1.294‒9.831, _p_ = 0.014) (Fig. 3). After adjusting for variables, age (HR 4.540, 95% CI 1.464‒14.08, _p_ = 0.009) and CA 19‒9 level (HR 3.528, 95% CI 1.282‒9.710, _p_ = 0.015) were


identified as independent risk factors for pancreatic cancer. THE INCIDENCE OF PANCREATIC CANCER ACCORDING TO RISK FACTORS The incidence of pancreatic cancer per year was 0.49%, but the


annual incidence of pancreatic cancer increased by using significant risk factors as 0.98% (age ≥ 60), 1.13% (no parenchymal calcification), 0.96% (pancreatic duct stricture), and 2.31% (CA


19‒9 ≥ 100 U/mL) (Table 5). When ≥ 60 years, no parenchymal calcification, and pancreatic duct stricture were combined, the annual incidence of pancreatic cancer increased up to 3.80%.


DISCUSSION CP is known as one of the major risk factors for pancreatic cancer. The SIRs of pancreatic cancer in patients with CP have been reported to be 7.6‒68.12,3,4,5,6. The age- and


sex-SIR in our study was 18.1 (95% CI 10.4‒29.5), which also demonstrated that CP has higher risk for pancreatic cancer. There have been several studies on the incidence and relative risk of


pancreatic cancer in patients with CP. The reported incidence of pancreatic cancer varied from study to study at 0.68‒2.94%2,9,10,12,15. There are many causes for this variation, and


approaches to select patients with CP and the included CPs are the main cause. Studies using a large amount of data are thought to be more suitable for determining the incidence of


pancreatic cancer in that these studies can analyze a large number of patients with CP. However, retrospective studies in which patients are selected by only the diagnostic ICD codes for CP


are limited in accurately identifying CP patients16. Such studies can enroll patients with other pancreatic diseases, such as acute pancreatitis, pancreatic cancer, pancreas cystic neoplasm,


and intraductal papillary mucinous neoplasm (IPMN), which may be frequently mistaken for CP. In addition, even for CP, it is sometimes not clear whether it is definite, probable, or


borderline. Therefore, patients with various degrees of CP may be included in the studies. In this case, the incidence of pancreatic cancer can also be affected. In general, probable or


borderline CP does not have clear diagnostic criteria, and the incidence of pancreatic cancer is not high in patients with probable or borderline CP compared to those with definite CP.


Therefore, it is more desirable to select patients with definite CP and determine how many develop pancreatic cancer7,11,12. In our study, all imaging tests of the patients, as well as


diagnostic codes, were reviewed to find definite CP. A few previous studies evaluated only patients who underwent surgery or endoscopic management for CP3,9. These patients had complicated


CPs and were followed up well. However, they did not represent general CP, and surgery or endoscopic treatment can lead to a change in pancreas condition affecting the development of


pancreatic cancer. In a multicenter retrospective study, patients who underwent surgery for the treatment of CP had significantly lower incidences of pancreatic cancer5. A recent published


study in South Korea registered patients using only ICD-10 codes and reported a low pancreatic cancer incidence of 0.68%15. As observed in our study, a notable number of CP patients


registered with only ICD code K86 might not have CP, and even if they had CP, the CP could be probable or borderline CP instead of definite CP. Thus, it was difficult to accurately identify


the occurrence of pancreatic cancer in that study, and the incidence of pancreatic cancer would be lower than it really is. Pancreatic cancer development time is another factor affecting the


incidence of pancreatic cancer. Since both CP and pancreatic cancer can be found at the same time or pancreatic cancer can be mistaken for CP, newly developed pancreatic cancer in CP is


usually defined as pancreatic cancer discovered 1‒2 years after the diagnosis of CP17. Previous studies had a different reference point of time; thus, interpreting these studies requires


careful attention. In previous studies, the patient registration time was mainly at the time of outpatient visit, but in our study, patients were registered at the time when imaging studies


confirmed pancreatic cancer-free CP. Therefore, it is considered rare for CP and pancreatic cancer to exist together or be mistaken for CP initially, and we set a 1-year washout period to


reduce the confusion. In addition, our study showed that pancreatic cancer incidence remained relatively stable until 7 years. Pancreatic cancer and CP were diagnosed at the same time in


0.68% of CP patients, within a year in 0.41% of CP patients, at 1‒2 years in 0.69% of CP patients, at 2‒3 years in 0.71% of CP patients, at 3‒4 years in 0.70% of CP patients, at 4‒5 years in


0.30% of CP patients, at 5‒6 years in 0.78% of CP patients, and at 6‒7 years in 0.51% of CP patients. Since the incidence of pancreatic cancers remained steady over time and the incidence


within 2 years was not significantly higher than that during other follow-up periods, very few or no cases of pancreatic cancer are considered to exist when CP was diagnosed. In a


meta-analysis, the risk of pancreatic cancer was 6.09 after 1 year of diagnosis of CP, 16.16 after 2 years, 7.90 after 5 years, and 3.53 after 9 years, so the incidence of pancreatic cancer


was high within approximately 5 years after diagnosis of CP18. Our study revealed that pancreatic cancer occurred within up to 6.5 years after diagnosis of CP. Based on the meta-analysis and


our study, more active surveillance is needed up to 5‒6 years after diagnosis. Although the incidence of pancreatic cancer is high in among patients with CP, surveillance of all patients


with CP is not recommended because the incidence of pancreatic cancer itself is not high enough for surveillance. The 2020 International Consensus Guidelines also did not recommend screening


all patients with CP for pancreatic cancer14. Therefore, it is recommended to select and monitor a subgroup of patients with CP with a higher risk of pancreatic cancer. International


Consensus Guidelines recommend screening tests in patients with hereditary CP with _PRSS1_ gene mutation. Unfortunately, the guidelines did not present other subgroups who should be


monitored. Since the majority of CP cases are sporadic, not hereditary, it is necessary to identify which factors are associated with a high risk of pancreatic cancer in patients with


sporadic CP and specify the subject for follow-up. The following risk factors for pancreatic cancer have been suggested: metabolic syndrome, _Helicobacter pylori_ infection, obesity, alcohol


use, and red meat consumption have a low risk (relative risk 1.1‒1.5); family history, long-term diabetes, and smoking have a moderate risk (relative risk 1.5‒2.0); and hereditary


pancreatitis, germline mutation, and CP have a high risk (relative risk > 2.0)14. However, the risk in patients with CP is a lifetime risk and is not high on an annual basis. Therefore,


it is necessary to determine subgroups with a high annual incidence of pancreatic cancer. Patients with newly developed diabetes are a high-risk group for pancreatic cancer, but similar to


CP, screening for pancreatic cancer is not recommended for all new-onset diabetes patients. Therefore, it is necessary to know the subgroup that requires pancreatic cancer surveillance among


patients with new-onset diabetes. A previous study identified groups for high-risk pancreatic cancer using the enrich new-onset diabetes for pancreatic cancer (ENDPAC) score model19. In the


validation cohort including 1096 new-onset diabetes patients, 9 patients developed pancreatic cancers over 3 years (overall 0.82% and 0.27% per year), and 7 patients developed pancreatic


cancers among the 197 patients with 3 or more ENPAC scores (overall 3.6% and 1.2% per year). Therefore, the study concluded that it is appropriate to monitor new-onset diabetes patients with


ENPAC scores of 3 or higher. If this is applied to CP, selecting a subgroup with an annual incidence of pancreatic cancer of 1% or more would allow detect pancreatic cancer to be


efficiently in patients with CP while reducing unnecessary tests and economic burdens. In our study, the incidence of pancreatic cancer was 0.49% per year in all CP patients; however, the


annual incidences of pancreatic cancer in patients with significant risk factors, such as age greater than 60 years, no parenchymal calcification, pancreatic duct stricture, and CA 19‒9


levels greater than 100 U/mL increased the incidence of pancreatic cancer to 0.98%, 1.13%, 0.96%, and 2.31%, respectively, which is close to or greater than 1%. Even except for the CA 19‒9


level, if two or more factors were satisfied, the incidence of pancreatic cancer increased to 1.74‒2.35%, and if all three factors were satisfied, the incidence of pancreatic cancer was as


high as 3.80%. Therefore, it is necessary to perform surveillance for CP subgroups that have each risk factor, and in particular, if two or more risk factors are satisfied, a more careful


follow-up is needed. There are some limitations in this study. First, the data were collected in a retrospective manner. Therefore, some data were missing or could not be analyzed. It is


almost impossible to conduct a prospective study that requires a large number of patients with CP and long-term follow-up. Accordingly, all previous studies were performed in a retrospective


manner. To reduce bias and ensure the quality of the data, we reviewed all patients' imaging studies. Second, we did not evaluate exocrine insufficiency due to a lack of available data


on it, although it is included in the diagnostic criteria of definite CP. Additionally, the association between pancreatic cancer and lifestyle habits such as alcohol and tobacco use was


not demonstrated due to the same reason. These should be supplemented by future research. Third, a few accompanied or confusing IPMN in the pancreas can be included in our study, since


imaging studies cannot clearly distinguish between IPMN and CP. In some patients who underwent surgery, histologic findings revealed both IPMN and CP or IPMN instead of CP. CONCLUSION


Patients with CP had a high risk of developing pancreatic cancer. CP patients aged 60 years or older at CP diagnosis and with CA 19‒9 levels greater than 100 U/mL warrant careful


surveillance for pancreatic cancer, and active surveillance is needed up to 5‒6 years after the diagnosis of CP. METHODS STUDY POPULATION AND DATA COLLECTION Patients with ICD-10 codes for


CP (K86.0, K86.1) who underwent abdominal CT or MRI between January 2010 and December 2021 in seven academic hospitals were selected using an electronic database: Clinical Data Warehouse in


Catholic Medical Center, Seoul, South Korea. Data included basic demographic characteristics, follow-up times, CP or pancreatic cancer diagnosis time, CT or MRI findings, operation and


histological findings, and laboratory results. A total of 3530 patients older than 18 years were selected (Fig. 4). Patients who did not show definite CP by abdominal CT or MRI were excluded


from the study (n = 2511), including those with probable or borderline CP, acute pancreatitis, pancreatic cancer, pancreatic neuroendocrine tumor, pancreas cystic neoplasm, pancreas solid


pseudopapillary tumor, and ectopic pancreas. In addition, the patients who were not followed up for less than one year (n = 284) and those who developed pancreatic cancer within less than


one year (n = 8) including five patients who presented pancreatic cancer and CP together initially were excluded. Finally, 727 patients with definite CP were analyzed. CP DIAGNOSTIC CRITERIA


AND DEFINITIONS The diagnosis of CP was based on the M-ANNHEIM diagnostic criteria, introduced in 200720. In this criteria, definite CP consists of more than one of the following findings:


pancreatic calcification, moderate or marked ductal lesions, marked and persistent exocrine insufficiency, and typical histology. Ductal changes were classified by the Cambridge


classification. For the diagnosis of CP, CT or MRI findings and histology were reviewed, but pancreatic exocrine function was not referenced due to the lack of available data. Definite CPs


were enrolled, and probable or borderline CPs were excluded from the study. Age was determined at the time of the first imaging study with a diagnosis of CP. The diagnosis of pancreatic


cancer was made when histologically confirmed. Newly developed pancreatic cancer was defined as a diagnosis of pancreatic cancer more than one year after being diagnosed with CP in an


imaging study. The baseline serum CA 19‒9 levels were selected as the representative values. The start of the follow-up period was the time when the first diagnostic imaging test was


performed, and the end of the follow-up period was the last contact with the patients or the time of pancreatic cancer diagnosis during follow-up. ETHICS STATEMENT Patient anonymity was


carefully protected, and all study protocols were in complete compliance with the Declaration of Helsinki. This study obtained approval from the Institutional Review Board of Bucheon St.


Mary's Hospital (No. HC21WIDI0125). Informed consent was not obtained due to the retrospective nature of the study. The documented informed consent was waived by decision of


Institutional Review Board of Bucheon St. Mary's Hospital under the full understanding on the Clinical Data Warehouse search method of the present study. STATISTICAL ANALYSIS The


results are reported using frequency (percent) or median (range or interquartile range) unless otherwise noted. Categorical and continuous data of clinical characteristics in the two groups


were compared by Pearson’s chi-square test/Fisher’s exact test and Student’s t test/Mann-Whitney _U_-test. To calculate the standardized incidence ratio, the national cancer and population


databases were utilized from the National Cancer Information Center and Korean Statistical Information Service. The cumulative incidence of pancreatic cancer was plotted using the


Kaplan‒Meier method. Cox regression analyses were applied to determine risk factors related to the development of pancreatic cancer in patients with CP in univariate and multivariate


analyses. The variables that were significant in the univariate analyses were used in the multivariate analysis. Considering the number of pancreatic cancer patients, multivariate analyses


were repeatedly performed with two variables. The hazard ratios (HRs) with their 95% confidence intervals (CIs) were presented. A _p_ value < 0.05 was considered to be significant. All


statistical analyses were performed using SPSS (SPSS for Windows, version 20; Chicago, IL, USA). DATA AVAILABILITY The datasets generated or analyzed during the current study are not


publicly available due to privacy policies but are available from the corresponding author on reasonable request. REFERENCES * Rahib, L. _et al._ Projecting cancer incidence and deaths to


2030: The unexpected burden of thyroid, liver, and pancreas cancers in the United States. _Cancer Res._ 74, 2913–2921 (2014). Article  CAS  Google Scholar  * Malka, D. _et al._ Risk of


pancreatic adenocarcinoma in chronic pancreatitis. _Gut_ 51, 849–852 (2002). Article  CAS  Google Scholar  * Zheng, Z. _et al._ Risk of pancreatic cancer in patients undergoing surgery for


chronic pancreatitis. _BMC Surg._ 19, 83 (2019). Article  Google Scholar  * Lowenfels, A. B. _et al._ Pancreatitis and the risk of pancreatic cancer: International Pancreatitis Study Group.


_N. Engl. J. Med._ 328, 1433–1437 (1993). Article  CAS  Google Scholar  * Ueda, J., Tanaka, M., Ohtsuka, T., Tokunaga, S. & Shimosegawa, T. Surgery for chronic pancreatitis decreases the


risk for pancreatic cancer: A multicenter retrospective analysis. _Surgery_ 153, 357–364 (2013). Article  Google Scholar  * Karlson, B. M. _et al._ The risk of pancreatic cancer following


pancreatitis: an association due to confounding?. _Gastroenterology_ 113, 587–592 (1997). Article  CAS  Google Scholar  * Vujasinovic, M. _et al._ Risk of developing pancreatic cancer in


patients with chronic pancreatitis. _J. Clin. Med._ 9, 3720 (2020). Article  CAS  Google Scholar  * Jeon, C. Y. _et al._ Identification of individuals at increased risk for pancreatic cancer


in a community-based cohort of patients with suspected chronic pancreatitis. _Clin. Transl. Gastroenterol._ 11, e00147 (2020). Article  Google Scholar  * Korpela, T. _et al._ Association


between chronic pancreatitis and pancreatic cancer: A 10-year retrospective study of endoscopically treated and surgical patients. _Int. J. Cancer_ 147, 1450–1460 (2020). Article  CAS 


Google Scholar  * Munigala, S. _et al._ Incidence and risk of pancreatic cancer in patients with a new diagnosis of chronic pancreatitis. _Dig. Dis. Sci._ 67, 708–715 (2021). Article  Google


Scholar  * Wang, W. _et al._ Incidence of pancreatic cancer in chinese patients with chronic pancreatitis. _Pancreatology_ 11, 16–23 (2011). Article  Google Scholar  * Kamisawa, T. _et al._


The incidence of pancreatic and extrapancreatic cancers in Japanese patients with chronic pancreatitis. _Hepatogastroenterology_ 54, 1579–1581 (2007). Google Scholar  * Hao, L. _et al._


Incidence of and risk factors for pancreatic cancer in chronic pancreatitis: A cohort of 1656 patients. _Dig. Liver Dis._ 49, 1249–1256 (2017). Article  Google Scholar  * Greenhalf, W. _et


al._ International consensus guidelines on surveillance for pancreatic cancer in chronic pancreatitis. Recommendations from the working group for the international consensus guidelines for


chronic pancreatitis in collaboration with the International Association of Pancreatology, the American Pancreatic Association, the Japan Pancreas Society, and European Pancreatic Club.


_Pancreatology_ 20, 910–918 (2020). Article  CAS  Google Scholar  * Han, M., Tran, T. P. T. & Oh, J. K. Chronic pancreatitis and cancer risk in a matched cohort study using national


claims data in South Korea. _Sci. Rep._ 12, 5545 (2022). Article  ADS  CAS  Google Scholar  * Xiao, A. Y. _et al._ The use of international classification of diseases codes to identify


patients with pancreatitis: A systematic review and meta-analysis of diagnostic accuracy studies. _Clin. Transl. Gastroenterol._ 9, 191 (2018). Article  CAS  Google Scholar  * Munigala, S.,


Kanwal, F., Xian, H. & Agarwal, B. New diagnosis of chronic pancreatitis: risk of missing an underlying pancreatic cancer. _Am. J. Gastroenterol._ 109, 1824–1830 (2014). Article  Google


Scholar  * Kirkegård, J., Mortensen, F. V. & Cronin-Fenton, D. Chronic pancreatitis and pancreatic cancer risk: A systematic review and meta-analysis. _Am. J. Gastroenterol._ 112,


1366–1372 (2017). Article  Google Scholar  * Sharma, A. _et al._ Model to determine risk of pancreatic cancer in patients with new-onset diabetes. _Gastroenterology_ 155, 730-739.e3 (2018).


Article  Google Scholar  * Schneider, A., Löhr, J. M. & Singer, M. V. The M-ANNHEIM classification of chronic pancreatitis: introduction of a unifying classification system based on a


review of previous classifications of the disease. _J. Gastroenterol._ 42, 101–119 (2007). Article  Google Scholar  Download references FUNDING This research was supported by the Institute


of Clinical Medicine Research of Bucheon St. Mary's Hospital, South Korea (Research Fund, BCMC22BD08). AUTHOR INFORMATION AUTHORS AND AFFILIATIONS * Department of Internal Medicine,


College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea Hyo Suk Kim, Tae-Geun Gweon, Tae Ho Kim, Chang Whan Kim & Jae Hyuck Chang * Institute of Clinical Medicine


Research, College of Medicine, The Catholic University of Korea, Bucheon, Korea Sang Hi Park * Division of Gastroenterology, Department of Internal Medicine, Bucheon St. Mary’s Hospital,


College of Medicine, The Catholic University of Korea, 327, Sosa-Ro, Wonmi-Gu, Bucheon-Si, Gyeonggi-Do, 14647, Republic of Korea Jae Hyuck Chang Authors * Hyo Suk Kim View author


publications You can also search for this author inPubMed Google Scholar * Tae-Geun Gweon View author publications You can also search for this author inPubMed Google Scholar * Sang Hi Park


View author publications You can also search for this author inPubMed Google Scholar * Tae Ho Kim View author publications You can also search for this author inPubMed Google Scholar * Chang


Whan Kim View author publications You can also search for this author inPubMed Google Scholar * Jae Hyuck Chang View author publications You can also search for this author inPubMed Google


Scholar CONTRIBUTIONS J.H.C. conceived and designed the study. J.H.C., H.S.K., and S.H.P. analyzed and interpreted the data. J.H.C. and H.S.K. wrote the manuscript. T.G., T.H.K., and C.W.K.


supervised the study and made critical revisions. All authors reviewed and approved the manuscript. CORRESPONDING AUTHOR Correspondence to Jae Hyuck Chang. ETHICS DECLARATIONS COMPETING


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permissions ABOUT THIS ARTICLE CITE THIS ARTICLE Kim, H.S., Gweon, TG., Park, S.H. _et al._ Incidence and risk of pancreatic cancer in patients with chronic pancreatitis: defining the


optimal subgroup for surveillance. _Sci Rep_ 13, 106 (2023). https://doi.org/10.1038/s41598-022-26411-8 Download citation * Received: 18 July 2022 * Accepted: 14 December 2022 * Published:


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