Literature DB >> 32650341

Defining the endoscopic ultrasound features of chronic pancreatitis in Asians: a multicenter validation study.

Calvin Jianyi Koh1,2, Sundeep Lakhtakia3, Mitsuhiro Kida4, Cosmas Rinaldi A Lesmana5, Tiing Leong Ang6, Charles Kieng Fong Vu7, Than Than Aye8, Sun Hwa Park9, Majid A Almadi10, Charing Ching-Ning Chong11, Raymond Shing Yan Tang12, Xi Wu13, Ida Hilmi14, Vinay Dhir15, Nonthalee Pausawasdi16, Jahangeer Basha3, Zhen-Dong Jin17, Ai Ming Yang13, Anthony Yuen Bun Teoh11, Dong-Wan Seo9, Hsiu-Po Wang18, Khek Yu Ho1,2.   

Abstract

BACKGROUND: Although endoscopic ultrasound (EUS) features and criteria have been described in chronic pancreatitis, challenges remain with interoperator variability and ease of adoption. The aim of this study was to define and validate the EUS features of chronic pancreatitis in a multicenter prospective study in Asia.
METHOD: The study was divided into two parts: the first part was conducted to derive the EUS features of chronic pancreatitis with adequate interoperator agreement; the second was to prospectively evaluate these features in a multicenter cross-sectional study and determine the optimal combination of features for the diagnosis of chronic pancreatitis. Prospectively enrolled cases had standard internationally validated radiologic or histologic features of chronic pancreatitis, and controls were patients without chronic pancreatitis who underwent EUS examination.
RESULTS: The top six EUS features that had good interobserver agreement (mean kappa 0.73, range 0.60 - 0.90) were selected to be further evaluated in part II of the study. These included: hyperechoic foci with shadowing, lobularity with honeycombing, cysts, dilated main pancreatic duct, dilated side branches, and calculi in the main pancreatic duct. A total of 284 subjects (132 cases, 152 controls) were enrolled from 12 centers in Asia. All six features had high accuracy ranging from 63.3 % to 89.1 %. Two or more of these six EUS features accurately defined chronic pancreatitis (sensitivity 94.7 %, specificity 98.0 %), with an area under the receiver operating curve of 0.986.
CONCLUSION: This multicenter Asian study characterized and defined the EUS features of chronic pancreatitis. This provides a useful tool in clinical practice and further research in pancreatic cancer surveillance. The Author(s). This is an open access article published by Thieme under the terms of the Creative Commons Attribution-NonDerivative-NonCommercial License, permitting copying and reproduction so long as the original work is given appropriate credit. Contents may not be used for commecial purposes, or adapted, remixed, transformed or built upon. (https://creativecommons.org/licenses/by-nc-nd/4.0/).

Entities:  

Mesh:

Year:  2020        PMID: 32650341      PMCID: PMC8154336          DOI: 10.1055/a-1217-3112

Source DB:  PubMed          Journal:  Endoscopy        ISSN: 0013-726X            Impact factor:   9.776


Introduction

Chronic pancreatitis is defined by chronic, progressive pancreatic inflammation and scarring that irreversibly damages the pancreas and results in loss of exocrine and endocrine function 1 . As a condition of heterogeneous etiology 2 , varying clinical presentations, and considerable differences in the clinical course, the diagnosis of chronic pancreatitis remains challenging. Various imaging modalities, such as computed tomography (CT), magnetic resonance imaging (MRI), and endoscopic ultrasound (EUS), are available to aid in imaging the structural and morphologic changes in chronic pancreatitis. International consensus guidelines have proposed an algorithmic approach to patients with clinical presentations suspicious for chronic pancreatitis 3 . EUS has particular utility in the diagnosis of chronic pancreatitis 4 as it can detect subtle pancreatic parenchymal and ductal changes, before even external cross-sectional imaging 5 , and is considered the most sensitive test to diagnose the early stage of the disease 3 . One of the challenges in the use of EUS in the diagnosis of chronic pancreatitis is that some of the pathognomonic features identified may also be seen in other common conditions, such as obesity and diabetes 6 , as well as being related to aging 7 . Furthermore, considerable variation in morphology in chronic pancreatitis limits the specificity of any one endosonographic feature. To address some of the heterogeneity, expert consensus standard criteria have been derived, the most commonly used being the Rosemont criteria 8 . Challenges remain with the utility and performance of these criteria in clinical cohorts 9 . The major drawback of the Rosemont criteria is their considerable interoperator variability 10 11 . In addition, the optimal number of criteria required for a diagnosis of chronic pancreatitis remains unclear 12 . Furthermore, many of the diagnostic criteria were derived solely in Western populations, and some differences in chronic pancreatitis patterns and pathology among Asians have been suggested 13 , hence there is a need to review these criteria in a multinational Asian context. It is also important to evaluate and clarify these criteria in a real-world scenario. Therefore, the aim of this study was to evaluate and prospectively validate EUS criteria for chronic pancreatitis in a multicenter cohort of Asian patients with the aim of deriving a set of criteria that have less interoperator variability and improved clinical utility.

Methods

The study was divided into two parts: the first part was conducted to derive the EUS features of chronic pancreatitis with adequate interoperator agreement; the second was to prospectively evaluate these features in a multicenter cross-sectional study and determine the optimal combination of features for the diagnosis of chronic pancreatitis.

Part I – selecting endosonographic features with good interobserver variability

A set of 17 EUS video clips were retrospectively recorded and edited in standardized format to demonstrate the EUS stations for the evaluation of the pancreas (stomach, duodenal bulb, and second part of the duodenum) and include endosonographic evaluation of the parenchymal and ductal features of the entire pancreas. Fifteen of these videos were obtained from Asian patients who were investigated for suspected chronic pancreatitis, and two were from Asian patients with a normal pancreas. The video clips were chosen for quality and clarity, and were anonymized and made available for online review and scoring. A panel of experienced endosonographers from across Asia were invited to examine the videos at a live session, being blinded to the patient status and evaluating for the presence or absence of 11 features of chronic pancreatitis, based on literature review: hyperechoic foci with shadowing, non-shadowing hyperechoic foci, strands, lobularity with non-contiguous lobules, lobularity with honeycombing, cysts, dilated main pancreatic ducts (measured on the EUS video), irregular pancreatic duct contour, hyperechoic pancreatic duct wall, dilated pancreatic duct side branches, and calculi in the main pancreatic duct 8 14 15 16 17 18 . Standardized definitions of these features were further defined for clarity ( Table 1 ) and selected illustrative images were also provided ( Fig. 1 ).

Definitions of endoscopic ultrasound (EUS) features used in the study.

EUS featureDefinition
Hyperechoic foci with shadowingSmall distinct focus of bright echo with acoustic shadowing
Non-shadowing hyperechoic fociSmall distinct focus of bright echo without acoustic shadowing
StrandsSmall string-like bright echo
Lobularity with non-contiguous lobulesRounded homogeneous areas separated by hyperechoic strands
Lobularity with honeycombingRounded homogeneous areas separated by hyperechoic strands, with at least three of the areas being contiguous
CystsAbnormal anechoic round or oval structures
Dilated main pancreatic ductMain pancreatic duct > 3 mm in the head, 2 mm in the body, or 1 mm in the tail
Irregular pancreatic ductCoarse uneven outline of the pancreatic duct
Hyperechoic duct wallHyperechoic margins of the main pancreatic duct
Dilated side branchesSmall anechoic structures outside the main pancreatic duct
Calculi in the main pancreatic ductHyperechoic lesion with acoustic shadowing within the main pancreatic duct
Fig. 1 

Endoscopic ultrasound imaging showing: a,b calcification in the pancreatic parenchyma (arrow) casting a shadow, consistent with hyperechoic foci with shadowing; c,d homogenous areas (arrow) separated by hyperechoic strands, consistent with lobularity with honeycombing; e an anechoic lesion (arrow) within the pancreatic parenchyma, consistent with a cyst; f,g a tortuous and dilated pancreatic duct (arrow); h a dilated side branch (arrow) joining the main pancreatic duct, in this case with calculi within; i,j hyperechoic lesions (arrow) with acoustic shadowing within the main pancreatic duct, consistent with calculi.

Endoscopic ultrasound imaging showing: a,b calcification in the pancreatic parenchyma (arrow) casting a shadow, consistent with hyperechoic foci with shadowing; c,d homogenous areas (arrow) separated by hyperechoic strands, consistent with lobularity with honeycombing; e an anechoic lesion (arrow) within the pancreatic parenchyma, consistent with a cyst; f,g a tortuous and dilated pancreatic duct (arrow); h a dilated side branch (arrow) joining the main pancreatic duct, in this case with calculi within; i,j hyperechoic lesions (arrow) with acoustic shadowing within the main pancreatic duct, consistent with calculi. Endosonographers were asked to independently score each video, marking if these features were present or absent. Interobserver agreement in recognizing the various diagnostic EUS features was determined by computing the kappa statistic, as described by Landis and Koch 19 . A perfect interobserver reliability is denoted by a kappa of 1, while values > 0.80 denote excellent reliability, 0.80 – 0.60 good reliability, 0.59 – 0.40 fair reliability, and < 0.40 poor reliability. Prior to the study, the participating endosonographers were trained to recognize these features with eight EUS training videos (six of chronic pancreatitis and two of normal pancreas). For the purpose of this study, the six best performing features with good interobserver agreement and with kappa values of at least 0.6 were then selected to be included in the validation in part II of the study.

Part II – validation of the selected endosonographic features

A multicenter study was conducted prospectively to independently validate the use of these EUS features, with a cross-sectional design 20 being used to enroll subjects, both cases as well as normal controls. Trained endosonographers at participating centers across Asia were acquainted in the use of a preliminary set of criteria comprising six selected diagnostic EUS features of chronic pancreatitis. Firstly, eight de-identified EUS training videos (six of chronic pancreatitis and two of normal pancreas) were constructed. Each center study lead then enrolled experienced endosonographers and reviewed the eight selected videos with them to ensure standardization of the endosonographic features. A check-back process was implemented where the same eight videos (with diagnostic features identified and labelled) was presented back to the endosonographers and competency in recognizing all six diagnostic EUS features was confirmed prior to study participation. Participating endosonographers then enrolled cases of chronic pancreatitis and normal controls in each of their centers. For each EUS, the presence or absence of the previously derived six diagnostic EUS features was recorded. As a quality-control measure, all EUS procedural videos were recorded and the de-identified set of EUS videos was subsequently assessed by an expert review committee (from a different study center) for verification of these features.

Inclusion and exclusion criteria

Chronic pancreatitis cases

To be included as a chronic pancreatitis case for this study, subjects had to have had a definitive diagnosis of chronic pancreatitis satisfying either reference criteria (i), (ii), or (iii) listed below (tabulated in Table 1 s , see online-only Supplementary material): (i) definitive imaging findings characteristic of chronic pancreatitis on CT/magnetic resonance cholangiopancreatography (MRCP), as per the American Pancreatic Association 18 (ii) endoscopic retrograde cholangiopancreatography (ERCP) findings characteristic of chronic pancreatitis, as per the Japanese Pancreatic Society 17 (iii) definitive histological findings characteristic of chronic pancreatitis, as per the Japanese Pancreatic Society 17 .

Normal pancreas controls

Subjects with normal pancreas based on CT, MRI, and/or ERCP were recruited as controls. These subjects had to have no hepatobiliary disease, including pancreatitis. Other exclusion criteria included diabetes mellitus, a history of heavy alcohol use, family history of pancreatic disease, and history of gallstone or renal stone disease. They underwent EUS because of non-hepatopancreatobiliary indications, such as evaluation of subepithelial lesions and mediastinal masses. An online secure clinical database was established for data coordination. Each study center enrolled subjects on this database, with the presence of each of the six features being recorded, together with patient demographics and characteristics.

Outcome measures

The study outcome measures included the sensitivity, specificity, and accuracy of the use of the six EUS criteria for the diagnosis of chronic pancreatitis in the multicenter Asian population. Both positive predictive value (PPV) and negative predictive value (NPV) were assessed and the performance of the combination of factors was evaluated.

Ethics

The study was endorsed by the individual center’s ethics review committee, as well as the National Health Group Domain Specific Review Board (NHG DSRB 2014/01271-AMD0005) from Singapore.

Statistical methods

For the sample size calculation for Part I of the study, we determined at least 21 experts were needed to each rate at least 17 videos, following methods described for statistical calculations described by Walter et al 21 . For Part II, we estimated for a difference in risk factor prevalence of 0.2 from existing data, we would need to enroll at least 62 cases and 62 controls for a power of 0.8 with a type I error probability of 0.05. Using multiple centers allowed these numbers to be accrued over a shorter period of time. All data were collated from the individual study centers. Categorical variables were assessed using chi-squared tests. All data were analyzed in SPSS Statistics, version 21.0 (IBM Corp., Armonk, New York, USA)

Results

For Part I, a total of 21 expert endosonographers from Asia participated in the study. Six respondents completed ratings of only some of the videos and were therefore excluded, leaving 15 who rated the 17 EUS imaging videos of the pancreas for the 11 internationally used diagnostic EUS features of chronic pancreatitis, as described in Table 1 . The respondents, who comprised experts from Hong Kong, India, Indonesia, Malaysia, Singapore, and Thailand, among others, had a mean experience of 1913 EUS procedures. The overall interobserver agreement on the presence/absence of the 11 diagnostic EUS features of chronic pancreatitis was below expectation (kappa value 0.54, range 0.14 – 0.90). The results of the interobserver agreement for the individual features are shown in Table 2 . There was no significant difference in interobserver reliability between respondents with more (completed > 1000 procedures) and less (completed < 1000 procedures) experience in the use of EUS ( P  = 0.56).

Interobserver agreement for the individual EUS features.

EUS featureKappa95 % confidence interval
Hyperechoic foci with shadowing0.640.48 – 0.80
Non-shadowing hyperechoic foci0.230.07 – 0.39
Strands0.440.18 – 0.71
Lobularity with non-contiguous lobules0.340.15 – 0.53
Lobularity with honeycombing0.600.33 – 0.86
Cysts0.900.82 – 0.99
Dilated main pancreatic duct0.610.43 – 0.83
Irregular pancreatic duct0.600.42 – 0.77
Hyperechoic duct wall0.140.01 – 0.29
Dilated side branches0.710.56 – 0.87
Calculi in the main pancreatic duct0.820.72 – 0.92
Considerable heterogeneity between observers was noted for some of the EUS features, for example hyperechoic duct wall had an interobserver agreement coefficient of 0.135. However, of the 11 EUS features included in the study, they were six diagnostic EUS features that were more consistently recognized by the participating endosonographers, with a combined kappa value for these six features of 0.73, and individual kappa values ranging from 0.60 to 0.90. Two criteria (lobulation with honeycombing and pancreatic duct irregularity) had a kappa of 0.60, but given the prior decision to select six criteria, lobulation with honeycombing was chosen because pancreatic duct irregularity would have overlapped somewhat with dilated main pancreatic duct. These six EUS features with good interobserver agreement were used to form a preliminary set of diagnostic criteria and included: hyperechoic foci with shadowing, lobularity with honeycombing, cysts, dilated main pancreatic duct, dilated side branches, and calculi in the main pancreatic duct. For Part II, 284 subjects (132 cases, 152 controls) were enrolled from 12 centers. The subjects’ ethnic origins were: Indian 112 (39.4 %), Japanese 62 (21.8 %), Chinese 42 (14.8 %), Malay 4 (1.4 %), and other 64 (22.5 %). There were 60.9 % men in this cohort. Age was recorded in bands ( < 18y, 18 – 30y, 31 – 50y and > 50y); the median age group was 51 years and above, with there being participants in all age groups. Compared with the control group, the chronic pancreatitis group tended to be younger, with 55.3 % below 50 years of age compared with 36.2 % below 50 years of age among the controls ( P  < 0.002). There was also a significant association with male sex among the cases, with 79.5 % of the cases being men compared with 44.7 % in the control group ( P  < 0.001). For the chronic pancreatitis subjects, 66.7 % had a history of ethanol use, 55.6 % smoking, and 53.3 % had additional hepatobiliary diseases. Most of the case subjects had a diagnosis of chronic pancreatitis based on CT (80.0 %) and/or MRI criteria (57.8 %). The exact distribution of these modalities (CT, MRI, ERCP, or pathology) among the cases is illustrated in Fig. 1 s . The individual performance characteristics of each of the six selected diagnostic EUS features: hyperechoic foci with shadowing, lobularity with honeycombing, cysts, dilated main pancreatic duct, dilated side branches, and calculi in the main pancreatic duct are shown in Table 3 . All six features were shown to be useful in distinguishing cases from controls, with accuracy ranging from 63.4 % to 89.1 %. Using the receiver operating curve (ROC), two or more of these six EUS features accurately defined chronic pancreatitis (sensitivity 94.7 %, specificity 98.0 %), with an area under the curve (AUROC) of 0.986 ( Fig. 2 ). Table 2 s summarizes the proposed Asian EUS Group (AEG) criteria for chronic pancreatitis.

Performance of EUS features for chronic pancreatitis.

Sensitivity (95 %CI), %Specificity (95 %CI), %Accuracy (95 %CI), %NPV (95 %CI), %PPV (95 %CI), %
Hyperechoic foci with shadowing 78.0 (70.0 – 84.7) 98.7 (95.3 – 99.8) 89.1 (84.9 – 92.5) 83.8 (78.9 – 87.7) 98.1 (92.8 – 99.5)
Lobularity with honeycombing 47.7 (38.9 – 56.6) 92.7 (87.4 – 96.3) 71.8 (66.2 – 77.0) 67.1 (63.3 – 70.8) 85.1 (75.9 – 91.2)
Cysts 26.5 (19.2 – 34.9) 95.4 (90.7 – 98.1) 63.4 (57.5 – 69.0) 59.9 (57.3 – 62.5) 83.3 (69.7 – 91.6)
Dilated main pancreatic duct 78.0 (70.0 – 84.8) 93.4 (88.2 – 96.8) 86.3 (81.7 – 90.1) 83.0 (78.0 – 87.1) 91.2 (84.9 – 95.0)
Dilated side branches 48.4 (39.7 – 57.3) 99.3 (96.4 – 99.9) 75.5 (70.3 – 80.6) 69.0 (65.3 – 72.4) 98.5 (90.0 – 99.8)
Calculi in the main pancreatic duct 100.0 (95.6 – 100.0) 74.7 (68.2 – 80.6) 82.0 (77.0 – 86.3) 100 (100 – 100) 61.4 (55.6 – 66.8)

CI, confidence interval; NPV, negative predictive value; PPV, positive predictive value.

Fig. 2

 The receiver operating curve (ROC) for having two or more of the six EUS features that define chronic pancreatitis, which has a sensitivity of 94.7 % and a specificity of 98.0 %. AUROC, area under the ROC.

CI, confidence interval; NPV, negative predictive value; PPV, positive predictive value. The receiver operating curve (ROC) for having two or more of the six EUS features that define chronic pancreatitis, which has a sensitivity of 94.7 % and a specificity of 98.0 %. AUROC, area under the ROC.

Discussion

Although EUS features have been described in chronic pancreatitis, interoperator agreement remains a challenge for the EUS diagnosis of chronic pancreatitis 20 . There is also a wide variation among operators in the type and number of features required for the diagnosis of chronic pancreatitis. For instance, a questionnaire survey of 21 EUS experts from 10 countries in Asia found a divergence of opinion about the type and number of features required for a diagnosis of chronic pancreatitis 22 . The survey also found a tendency towards overdiagnosis of chronic pancreatitis, based on the currently used Rosemont and International EUS criteria for the diagnosis of chronic pancreatitis. In the survey, nine experts (42.5 %) reported observing at least one abnormal feature in asymptomatic pancreatic EUS examinations, while six experts (28.5 %) reported observing up to three abnormal features during examinations of the pancreas in asymptomatic individuals 22 . It is against this background of issues that this study aimed to address the EUS diagnostic features of chronic pancreatitis. To address the issue of interobserver variability in the use of EUS features to diagnose chronic pancreatitis, we asked a group of Asian EUS experts to select features with good interobserver agreement, which were then validated in a multicenter cross-sectional study of Asian patients. This study design differs from previously published studies that either evaluated the interoperator agreement among many endosonographers in a cross-sectional design 8 23 24 or evaluated the utility of the EUS findings in a cohort, but with the interoperator agreement between only two or three endosonographers 10 25 . To address the issue of ease of adoption of these EUS features, we used a two-part process to derive a set of six EUS criteria, for which a cutoff of two or more features corresponded to a sensitivity of 94.7 % and a specificity of 98.0 % in this cohort. Limiting the existing features to those with high agreement will make the assessment of chronic pancreatitis simple and easy to use, and is likely to improve the overall reproducibility, compared with the Rosemont criteria. Diagnosing chronic pancreatitis is particularly important for the patient as this disease has implications in terms of quality of life, as well as serious long-term sequelae, such as pancreatic cancer. As chronic pancreatitis is a risk factor for pancreatic adenocarcinoma, there is a role for surveying this cohort of patients. In this regard, EUS may be a helpful surveillance modality, as it is thought to be the most reliable procedure for detecting malignancy. There are several limitations in this study. Firstly, the cross-sectional design of the study allows a higher proportion of chronic pancreatitis patients to be enrolled than would be found in typical EUS practice. This should not be an issue as the intent of this study was to investigate the diagnostic features of chronic pancreatitis, and not the prevalence of chronic pancreatitis. Secondly, reflective of real-world experience, the control group was older than the chronic pancreatitis group. It could be argued that the age difference between the case and control groups may skew the interpretation, because age-related ductal and parenchymal changes might mimic those of chronic pancreatitis 7 . In the present study, however, despite the presence of a greater number of older patients in the control group, the AUROC for two or more features remains good at 0.986. Thirdly, we did not include subjects with early chronic pancreatitis, where the subjects might have had subtle changes demonstrable only on EUS, before being demonstrable as CT or MRI changes 5 . Early chronic pancreatitis could not be addressed in this study as the definition used for the diagnosis of chronic pancreatitis in this cross-sectional study was a combination of compatible clinical presentation and radiological features, which typically diagnoses more established chronic pancreatitis. Histology was not mandatory for the diagnosis of chronic pancreatitis in this study as it is not practical to perform biopsies or surgery for patients with chronic pancreatitis without a clear indication. As there is no single gold standard for chronic pancreatitis, the present study chose to adopt a priori agreed definitions based on either imaging and/or histologic criteria. In any case, this might not be an issue, as the main focus of this study was interobserver agreement amongst the experts and the derivation of the best EUS features for adoption into the clinical practice. We hope that the EUS criteria proposed from this study will form the basis for further prospective evaluation vis a vis other imaging or histologic modalities and might have a future role in detecting early chronic pancreatitis. Finally, it is well known that many imaging features of chronic pancreatitis are not pathognomonic of chronic pancreatitis. Pancreatic cystic lesions, such as pseudocysts, intraductal papillary mucinous neoplasms, or mucinous cystadenomas, may potentially be falsely labelled should there be other concomitant criteria. Furthermore, three of the features described above, dilated pancreatic duct, dilated side branches, and cysts, can also be found with an obstructing pancreatic mass lesion. However, this should not be an issue as the same imaging modality would be expected to pick up the mass lesion. One other point of note is that EUS is thought to be more sensitive than CT and MRI in chronic pancreatitis, particularly in detecting early morphologic changes. However, these changes might also correspondingly have high interindividual variability. For instance, in our study, lobularity without shadowing had a low kappa of 0.22, but this finding could potentially precede lobularity with shadowing. On the other hand, having “standard” criteria that EUS operators disagree on would be a superfluous exercise. This reflects the clinical equipoise that many criteria face in balancing the need for a sensitive test and a reproducible one. Patient selection remains a methodological limitation of this cross-sectional study, as it remains to be seen if these criteria hold true in a separate unselected population. However, these patients were drawn from the same patient population as we would expect an Asian EUS center to encounter. This study has numerous strengths. First, a relatively large number of patients were enrolled prospectively from multiple centers in Asia. Second, to ensure stringent standardization of the criteria used, we conducted upfront standardization training of the experts, followed by recruitment of patients into this study. Third, a high number of endosonographers (n = 17) took part in the agreement, compared with other reported studies that have typically had between two or three observers participating in the study. Fourth, all EUS videos were recorded and later audited by an independent committee to ensure consistency with the reported features. While there is some suggestion of racial heterogeneity in chronic pancreatitis 13 26 , there is a paucity of data to support the hypothesis that the endosonographic appearances between Asians and Caucasians differ significantly. Nevertheless, it is noted that differences in ethnic origin exist between other reported interoperator agreements 10 25 and those in this study. This could be related to differences in genetic risk factors, for example differences in the population prevalence of SPINK or CFTR mutations 27 28 . In summary, this is the first multicenter Asian EUS study to provide a set of EUS features diagnostic of chronic pancreatitis that are relatively objective, reproducible, and simple to use. It is anticipated that these features will be helpful in clinical practice and further research.
  23 in total

1.  EUS-based criteria for the diagnosis of chronic pancreatitis: the Rosemont classification.

Authors:  Marc F Catalano; Anand Sahai; Michael Levy; Joseph Romagnuolo; Maurits Wiersema; William Brugge; Martin Freeman; Kenji Yamao; Marcia Canto; Lyndon V Hernandez
Journal:  Gastrointest Endosc       Date:  2009-02-24       Impact factor: 9.427

2.  Multicenter comparison of the interobserver agreement of standard EUS scoring and Rosemont classification scoring for diagnosis of chronic pancreatitis.

Authors:  Tyler Stevens; Rocio Lopez; Douglas G Adler; Mohammad A Al-Haddad; Jason Conway; John M Dewitt; Chris E Forsmark; Michel Kahaleh; Linda S Lee; Michael J Levy; Girish Mishra; Cyrus R Piraka; Georgios I Papachristou; Raj J Shah; Mark D Topazian; John J Vargo; Stacie A Vela
Journal:  Gastrointest Endosc       Date:  2010-03       Impact factor: 9.427

3.  Sample size and optimal designs for reliability studies.

Authors:  S D Walter; M Eliasziw; A Donner
Journal:  Stat Med       Date:  1998-01-15       Impact factor: 2.373

Review 4.  United European Gastroenterology evidence-based guidelines for the diagnosis and therapy of chronic pancreatitis (HaPanEU).

Authors:  J Matthias Löhr; Enrique Dominguez-Munoz; Jonas Rosendahl; Marc Besselink; Julia Mayerle; Markus M Lerch; Stephan Haas; Fatih Akisik; Nikolaos Kartalis; Julio Iglesias-Garcia; Jutta Keller; Marja Boermeester; Jens Werner; Jean-Marc Dumonceau; Paul Fockens; Asbjorn Drewes; Gürlap Ceyhan; Björn Lindkvist; Joost Drenth; Nils Ewald; Philip Hardt; Enrique de Madaria; Heiko Witt; Alexander Schneider; Riccardo Manfredi; Frøkjer J Brøndum; Sasa Rudolf; Thomas Bollen; Marco Bruno
Journal:  United European Gastroenterol J       Date:  2017-01-16       Impact factor: 4.623

5.  The reliability of EUS for the diagnosis of chronic pancreatitis: interobserver agreement among experienced endosonographers.

Authors:  M B Wallace; R H Hawes; V Durkalski; A Chak; S Mallery; M F Catalano; M J Wiersema; M S Bhutani; D Ciaccia; M L Kochman; F G Gress; A Van Velse; B J Hoffman
Journal:  Gastrointest Endosc       Date:  2001-03       Impact factor: 9.427

6.  The measurement of observer agreement for categorical data.

Authors:  J R Landis; G G Koch
Journal:  Biometrics       Date:  1977-03       Impact factor: 2.571

7.  The revised Japanese clinical diagnostic criteria for chronic pancreatitis.

Authors:  Tooru Shimosegawa; Keisho Kataoka; Terumi Kamisawa; Hiroyuki Miyakawa; Hirotaka Ohara; Tetsuhide Ito; Satoru Naruse; Naohiro Sata; Koichi Suda; Morihisa Hirota; Yoshifumi Takeyama; Keiko Shiratori; Takashi Hatori; Makoto Otsuki; Yutaka Atomi; Kentaro Sugano; Masao Tanaka
Journal:  J Gastroenterol       Date:  2010-04-28       Impact factor: 7.527

8.  Chronic pancreatitis-like changes detected by endoscopic ultrasound in subjects without signs of pancreatic disease: do these indicate age-related changes, effects of xenobiotics, or early chronic pancreatitis?

Authors:  Maria Chiara Petrone; Paolo Giorgio Arcidiacono; Francesco Perri; Silvia Carrara; Cinzia Boemo; Pier Alberto Testoni
Journal:  Pancreatology       Date:  2010-10-29       Impact factor: 3.996

9.  Histopathologic correlates of noncalcific chronic pancreatitis by EUS: a prospective tissue characterization study.

Authors:  Shyam Varadarajulu; Isam Eltoum; Ashutosh Tamhane; Mohamad A Eloubeidi
Journal:  Gastrointest Endosc       Date:  2007-07-20       Impact factor: 9.427

10.  Prospective evaluation of endoscopic ultrasonography and endoscopic retrograde cholangiopancreatography in patients with chronic abdominal pain of suspected pancreatic origin.

Authors:  M J Wiersema; R H Hawes; G A Lehman; M L Kochman; S Sherman; K K Kopecky
Journal:  Endoscopy       Date:  1993-11       Impact factor: 10.093

View more
  1 in total

1.  Impact of qualitative endoscopic ultrasonography on fatty pancreas at a referral medical center.

Authors:  Atsushi Kawamura; Kazuki Takakura; Yuichi Torisu; Yuji Kinoshita; Yoichi Tomita; Masanori Nakano; Takashi Yamauchi; Machi Suka; Kazuki Sumiyama; Shigeo Koido; Masayuki Saruta
Journal:  JGH Open       Date:  2021-12-12
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.