1
|
Bais T, Geertsema P, Knol MGE, van Gastel MDA, de Haas RJ, Meijer E, Gansevoort RT. Validation of the Mayo Imaging Classification System for Predicting Kidney Outcomes in ADPKD. Clin J Am Soc Nephrol 2024; 19:591-601. [PMID: 38407866 PMCID: PMC11108249 DOI: 10.2215/cjn.0000000000000427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 02/20/2024] [Indexed: 02/27/2024]
Abstract
BACKGROUND The Mayo Imaging Classification was developed to predict the rate of disease progression in patients with autosomal dominant polycystic kidney disease. This study aimed to validate its ability to predict kidney outcomes in a large multicenter autosomal dominant polycystic kidney disease cohort. METHODS Included were patients with ≥1 height-adjusted total kidney volume (HtTKV) measurement and ≥3 eGFR values during ≥1-year follow-up. Mayo HtTKV class stability, kidney growth rates, and eGFR decline rates were calculated. The observed eGFR decline was compared with predictions from the Mayo Clinic future eGFR equation. The future eGFR prediction equation was also tested for nonlinear eGFR decline. Kaplan-Meier survival analysis and Cox regression models were used to assess time to kidney failure using Mayo HtTKV class as a predictor variable. RESULTS We analyzed 618 patients with a mean age of 47±11 years and mean eGFR of 64±25 ml/min per 1.73 m 2 at baseline. Most patients (82%) remained in their baseline Mayo HtTKV class. During a mean follow-up of 5.1±2.2 years, the mean total kidney volume growth rates and eGFR decline were 5.33%±3.90%/yr and -3.31±2.53 ml/min per 1.73 m 2 per year, respectively. Kidney growth and eGFR decline showed considerable overlap between the classes. The observed annual eGFR decline was not significantly different from the predicted values for classes 1A, 1B, 1C, and 1D but significantly slower for class 1E. This was also observed in patients aged younger than 40 years and older than 60 years and those with PKD2 mutations. A polynomial model allowing nonlinear eGFR decline provided more accurate slope predictions. Ninety-seven patients (16%) developed kidney failure during follow-up. The classification predicted the development of kidney failure, although the sensitivity and positive predictive values were limited. CONCLUSIONS The Mayo Imaging Classification demonstrated acceptable stability and generally predicted kidney failure and eGFR decline rate. However, there was marked interindividual variability in the rate of disease progression within each class.
Collapse
Affiliation(s)
- Thomas Bais
- Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Paul Geertsema
- Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Martine G E Knol
- Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Maatje D A van Gastel
- Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Esther Meijer
- Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Ron T Gansevoort
- Division of Nephrology, Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| |
Collapse
|
2
|
Yin Y, de Haas RJ, Alves N, Pennings JP, Ruiter SJS, Kwee TC, Yakar D. Machine learning-based radiomic analysis and growth visualization for ablation site recurrence diagnosis in follow-up CT. Abdom Radiol (NY) 2024; 49:1122-1131. [PMID: 38289352 PMCID: PMC10955006 DOI: 10.1007/s00261-023-04178-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 12/22/2023] [Accepted: 12/27/2023] [Indexed: 03/22/2024]
Abstract
OBJECTIVES Detecting ablation site recurrence (ASR) after thermal ablation remains a challenge for radiologists due to the similarity between tumor recurrence and post-ablative changes. Radiomic analysis and machine learning methods may show additional value in addressing this challenge. The present study primarily sought to determine the efficacy of radiomic analysis in detecting ASR on follow-up computed tomography (CT) scans. The second aim was to develop a visualization tool capable of emphasizing regions of ASR between follow-up scans in individual patients. MATERIALS AND METHODS Lasso regression and Extreme Gradient Boosting (XGBoost) classifiers were employed for modeling radiomic features extracted from regions of interest delineated by two radiologists. A leave-one-out test (LOOT) was utilized for performance evaluation. A visualization method, creating difference heatmaps (diff-maps) between two follow-up scans, was developed to emphasize regions of growth and thereby highlighting potential ASR. RESULTS A total of 55 patients, including 20 with and 35 without ASR, were included in the radiomic analysis. The best performing model was achieved by Lasso regression tested with the LOOT approach, reaching an area under the curve (AUC) of 0.97 and an accuracy of 92.73%. The XGBoost classifier demonstrated better performance when trained with all extracted radiomic features than without feature selection, achieving an AUC of 0.93 and an accuracy of 89.09%. The diff-maps correctly highlighted post-ablative liver tumor recurrence in all patients. CONCLUSIONS Machine learning-based radiomic analysis and growth visualization proved effective in detecting ablation site recurrence on follow-up CT scans.
Collapse
Affiliation(s)
- Yunchao Yin
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Natalia Alves
- Diagnostic Image Analysis Group, Department of Medical Imaging, Radboud University Medical Center, 6500 HB, Nijmegen, The Netherlands
| | - Jan Pieter Pennings
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Simeon J S Ruiter
- Department of Hepatobiliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Thomas C Kwee
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Derya Yakar
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands.
- Department of Radiology, Netherlands Cancer Institute, Amsterdam, The Netherlands.
| |
Collapse
|
3
|
de Haas RJ, Brunette N, Goodson A, Dauparas J, Yi SY, Yang EC, Dowling Q, Nguyen H, Kang A, Bera AK, Sankaran B, de Vries R, Baker D, King NP. Rapid and automated design of two-component protein nanomaterials using ProteinMPNN. Proc Natl Acad Sci U S A 2024; 121:e2314646121. [PMID: 38502697 PMCID: PMC10990136 DOI: 10.1073/pnas.2314646121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 02/20/2024] [Indexed: 03/21/2024] Open
Abstract
The design of protein-protein interfaces using physics-based design methods such as Rosetta requires substantial computational resources and manual refinement by expert structural biologists. Deep learning methods promise to simplify protein-protein interface design and enable its application to a wide variety of problems by researchers from various scientific disciplines. Here, we test the ability of a deep learning method for protein sequence design, ProteinMPNN, to design two-component tetrahedral protein nanomaterials and benchmark its performance against Rosetta. ProteinMPNN had a similar success rate to Rosetta, yielding 13 new experimentally confirmed assemblies, but required orders of magnitude less computation and no manual refinement. The interfaces designed by ProteinMPNN were substantially more polar than those designed by Rosetta, which facilitated in vitro assembly of the designed nanomaterials from independently purified components. Crystal structures of several of the assemblies confirmed the accuracy of the design method at high resolution. Our results showcase the potential of deep learning-based methods to unlock the widespread application of designed protein-protein interfaces and self-assembling protein nanomaterials in biotechnology.
Collapse
Affiliation(s)
- Robbert J. de Haas
- Department of Physical Chemistry and Soft Matter, Wageningen University and Research, Wageningen6078 WE, The Netherlands
| | - Natalie Brunette
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Alex Goodson
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Justas Dauparas
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Sue Y. Yi
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Erin C. Yang
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Quinton Dowling
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Hannah Nguyen
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Alex Kang
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Asim K. Bera
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Banumathi Sankaran
- Molecular Biophysics and Integrated Bioimaging, Lawrence Berkeley National Laboratory, Berkeley, CA94720
| | - Renko de Vries
- Department of Physical Chemistry and Soft Matter, Wageningen University and Research, Wageningen6078 WE, The Netherlands
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- HHMI, Seattle, WA98195
| | - Neil P. King
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| |
Collapse
|
4
|
Verhagen MV, van der Doef HPJ, Kwee TC, de Haas RJ. No need for fasting prior to doppler ultrasound of pediatric liver transplants: A self-controlled study. Pediatr Transplant 2024; 28:e14622. [PMID: 37815016 DOI: 10.1111/petr.14622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 09/12/2023] [Accepted: 09/25/2023] [Indexed: 10/11/2023]
Abstract
BACKGROUND Children frequently undergo routine Doppler-ultrasound (DUS) after liver transplantation (LT) for which they are fasted, but this may cause hunger and discomfort. OBJECTIVE To determine if DUS measurements, with focus on the portal vein (PV), are affected by prandial changes, and if this affects distress and feasibility of the DUS. MATERIALS AND METHODS Children were prospectively included to undergo a pre- and postprandial DUS on the same day at 6 months after LT. Pre- and anastomotic PV peak systolic velocity (PSV), and hepatic artery and hepatic vein DUS measurements were obtained. Pre- and postprandial measurements, and relative postprandial change of PV velocity ratio (VR) compared to PV anastomotic PSV, were compared using paired-sample t-tests and intraclass correlation coefficients (ICC). Obscuration by bowel gas, difficulty of DUS, and impact of fasting were assessed using 5-point rating scales. RESULTS Twenty-eight children (median age 3.5 years, IQR 1.6-10.8) were included; four were subsequently excluded because they were not fasted (N = 2) or withdrew consent for the second DUS (N = 2). Measurements between pre- and postprandial DUS, and relative postprandial change of VR compared to PV anastomotic PSV, were not significantly different (p > .05). Test consistency was good (ICC = 0.69, 95% CI = 0.29-0.67) for PV anastomotic PSV, and excellent (95% CI = 0.61-0.93) for PV VR. Obscuration by bowel gas or ease of DUS did not change after eating (p > .05). The majority (16/28, 57.2%) found fasting difficult, and several (13/28, 46.4%) got upset when fasted. CONCLUSION Children with an LT do not need to be fasted for routine DUS, which may decrease the burden of the examination.
Collapse
Affiliation(s)
- Martijn V Verhagen
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Hubert P J van der Doef
- Department of Pediatric Gastroenterology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Thomas C Kwee
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| |
Collapse
|
5
|
Ducatel A, Trillaud H, Reizine E, Vilgrain V, Sempoux C, Schmidt-Kobbe S, Gouw ASH, de Haas RJ, Julien C, Paradis V, Blanc JF, Chiche L, Balabaud C, Bioulac-Sage P, Frulio N. Sonic hedgehog hepatocellular adenoma: magnetic resonance imaging features and correlation with histology. Eur Radiol 2023:10.1007/s00330-023-10344-5. [PMID: 38012454 DOI: 10.1007/s00330-023-10344-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 08/15/2023] [Accepted: 08/21/2023] [Indexed: 11/29/2023]
Abstract
OBJECTIVES Sonic hedgehog hepatocellular adenoma (shHCA) is a new hepatocellular adenoma (HCA) subgroup characterized by high risk of hemorrhage. ShHCA account for below 10% of all HCA cases and are often associated with female gender, obesity, and non-alcoholic steatohepatitis. No specific MRI characteristics have been described to date. The objective of this study was to assess the value of using MRI to identify shHCA, and correlate MRI findings with histology. METHODS We retrospectively collected MRI scans of 29 patients with shHCA from our center and from different liver referral centers to include 35 lesions. Diagnosis of shHCA was assessed by immunohistochemical overexpression of argininosuccinate synthase 1 or prostaglandin D2 synthase, then confirmed by molecular analysis of sonic hedgehog pathway activation and/or by proteomic analysis. RESULTS In 46% (n = 16/35) of shHCA cases, we detected intralesional fluid-filled cavities defined on MR images as fluid-like foci markedly hyperintense on T2-weighted sequences, and hypointense on T1-weighted sequences, with or without delayed enhancement. Pathologically, these cavities were observed in 54% of cases as vacuoles filled with blood at different stages of degradation. Hemorrhage and/or necrosis were detected among 71% of cases by MRI analysis (n = 25/35) versus 82% pathologically. Seventeen percent of shHCA cases (n = 6/35) were completely homogeneous via MRI and pathological analysis. No MRI criteria was found in favor of focal nodular hyperplasia, HNF1A-mutated HCA, or typical inflammatory HCA. CONCLUSION We reveal the presence of intralesional fluid-filled cavities among 46% of our shHCA cases that represent a new MRI finding possibly helpful for shHCA diagnosis. CLINICAL RELEVANCE STATEMENT This multicenter study is the first clinical study about the radiological aspect of this new hepatocellular adenoma subgroup. This highlights a strong correlation between MRI and histological analysis, with a specific pattern emerging for diagnosis. KEY POINTS • Sonic hedgehog hepatocellular adenoma is a new hepatocellular adenoma subgroup associated with high risk of hemorrhage, but imaging features of this subgroup remain unknown. • Analysis of MR images and correlation with pathology revealed intralesional fluid-filled cavities and necrotic-hemorrhagic changes. • Intralesional fluid-filled cavities have not yet been described in other adenoma subtypes and represent a new MRI finding for sonic hedgehog hepatocellular adenoma.
Collapse
Affiliation(s)
- Arnaud Ducatel
- Department of Radiology, University Bordeaux Hospital, Hôpital Haut-Lévêque, F-33604, Pessac, France.
| | - Hervé Trillaud
- Department of Radiology, University Bordeaux Hospital, Hôpital Haut-Lévêque, F-33604, Pessac, France
| | - Edouard Reizine
- Department of Radiology, APHP Nord, Hôpital Beaujon, Université Paris Cité, Clichy, France
| | - Valérie Vilgrain
- Department of Radiology, APHP Nord, Hôpital Beaujon, Université Paris Cité, Clichy, France
| | - Christine Sempoux
- Department of Clinical Pathology, Institute of Pathology, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
| | - Sabine Schmidt-Kobbe
- Department of Diagnostic and Interventional Radiology, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
| | - Annette S H Gouw
- Department of Pathology and Medical Biology, University Medical Center Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, Groningen, The Netherlands
| | - Céline Julien
- Department of Digestive Surgery, University Bordeaux Hospital, Hôpital Haut-Lévêque, F-33604, Pessac, France
| | - Valérie Paradis
- Department of Pathology, APHP, Université de Paris, Hôpital Beaujon, Clichy, France
| | - Jean-Frédéric Blanc
- Department of Hepatogastroenterology and Digestive Oncology, University Bordeaux Hospital, Hôpital Haut-Lévêque, F-33604, Pessac, France
| | - Laurence Chiche
- Department of Digestive Surgery, University Bordeaux Hospital, Hôpital Haut-Lévêque, F-33604, Pessac, France
| | - Charles Balabaud
- UMR 1053, University Bordeaux, INSERM, F-33076, Bordeaux, France
| | | | - Nora Frulio
- Department of Radiology, University Bordeaux Hospital, Hôpital Haut-Lévêque, F-33604, Pessac, France
| |
Collapse
|
6
|
Pamporaki C, Berends AMA, Filippatos A, Prodanov T, Meuter L, Prejbisz A, Beuschlein F, Fassnacht M, Timmers HJLM, Nölting S, Abhyankar K, Constantinescu G, Kunath C, de Haas RJ, Wang K, Remde H, Bornstein SR, Januszewicz A, Robledo M, Lenders JWM, Kerstens MN, Pacak K, Eisenhofer G. Prediction of metastatic pheochromocytoma and paraganglioma: a machine learning modelling study using data from a cross-sectional cohort. Lancet Digit Health 2023; 5:e551-e559. [PMID: 37474439 PMCID: PMC10565306 DOI: 10.1016/s2589-7500(23)00094-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 03/20/2023] [Accepted: 05/03/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND Pheochromocytomas and paragangliomas have up to a 20% rate of metastatic disease that cannot be reliably predicted. This study prospectively assessed whether the dopamine metabolite, methoxytyramine, might predict metastatic disease, whether predictions might be improved using machine learning models that incorporate other features, and how machine learning-based predictions compare with predictions made by specialists in the field. METHODS In this machine learning modelling study, we used cross-sectional cohort data from the PMT trial, based in Germany, Poland, and the Netherlands, to prospectively examine the utility of methoxytyramine to predict metastatic disease in 267 patients with pheochromocytoma or paraganglioma and positive biochemical test results at initial screening. Another retrospective dataset of 493 patients with these tumors enrolled under clinical protocols at National Institutes of Health (00-CH-0093) and the Netherlands (PRESCRIPT trial) was used to train and validate machine learning models according to selections of additional features. The best performing machine learning models were then externally validated using data for all patients in the PMT trial. For comparison, 12 specialists provided predictions of metastatic disease using data from the training and external validation datasets. FINDINGS Prospective predictions indicated that plasma methoxytyramine could identify metastatic disease at sensitivities of 52% and specificities of 85%. The best performing machine learning model was based on an ensemble tree classifier algorithm that used nine features: plasma methoxytyramine, metanephrine, normetanephrine, age, sex, previous history of pheochromocytoma or paraganglioma, location and size of primary tumours, and presence of multifocal disease. This model had an area under the receiver operating characteristic curve of 0·942 (95% CI 0·894-0·969) that was larger (p<0·0001) than that of the best performing specialist before (0·815, 0·778-0·853) and after (0·812, 0·781-0·854) provision of SDHB variant data. Sensitivity for prediction of metastatic disease in the external validation cohort reached 83% at a specificity of 92%. INTERPRETATION Although methoxytyramine has some utility for prediction of metastatic pheochromocytomas and paragangliomas, sensitivity is limited. Predictive value is considerably enhanced with machine learning models that incorporate our nine recommended features. Our final model provides a preoperative approach to predict metastases in patients with pheochromocytomas and paragangliomas, and thereby guide individualised patient management and follow-up. FUNDING Deutsche Forschungsgemeinschaft.
Collapse
Affiliation(s)
| | - Annika M A Berends
- Department of Endocrinology, Medical Centre Groningen, University of Groningen, Groningen, Netherlands
| | - Angelos Filippatos
- University Hospital Carl Gustav Carus, Institute of Lightweight Engineering and Polymer Technology, TU Dresden, Dresden, Germany; Machine Design Laboratory, Department of Mechanical Engineering & Aeronautics, University of Patras, Patras, Greece
| | - Tamara Prodanov
- Section on Medical Neuroendocrinology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA
| | - Leah Meuter
- Section on Medical Neuroendocrinology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA
| | | | - Felix Beuschlein
- Department of Internal Medicine IV, University Hospital LMU, Ludwig Maximilian University of Munich, Munich, Germany; Department of Endocrinology, Diabetology, and Clinical Nutrition, University Hospital, University of Zurich, Zurich, Switzerland
| | - Martin Fassnacht
- Department of Internal Medicine, Division of Endocrinology and Diabetes, University of Würzburg, Würzburg, Germany
| | - Henri J L M Timmers
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Svenja Nölting
- Department of Internal Medicine IV, University Hospital LMU, Ludwig Maximilian University of Munich, Munich, Germany; Department of Endocrinology, Diabetology, and Clinical Nutrition, University Hospital, University of Zurich, Zurich, Switzerland
| | - Kaushik Abhyankar
- University Hospital Carl Gustav Carus, Institute of Lightweight Engineering and Polymer Technology, TU Dresden, Dresden, Germany
| | | | - Carola Kunath
- Department of Medicine III, TU Dresden, Dresden, Germany
| | - Robbert J de Haas
- Department of Radiology, Medical Imaging Centre Groningen, University of Groningen, Groningen, Netherlands
| | - Katharina Wang
- Department of Internal Medicine IV, University Hospital LMU, Ludwig Maximilian University of Munich, Munich, Germany
| | - Hanna Remde
- Department of Internal Medicine, Division of Endocrinology and Diabetes, University of Würzburg, Würzburg, Germany
| | | | | | - Mercedes Robledo
- Hereditary Endocrine Cancer Group, Human Cancer Genetics Programme, Spanish National Cancer Reserch Centre, Madrid, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Madrid, Spain
| | - Jacques W M Lenders
- Department of Medicine III, TU Dresden, Dresden, Germany; Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Michiel N Kerstens
- Department of Endocrinology, Medical Centre Groningen, University of Groningen, Groningen, Netherlands
| | - Karel Pacak
- Section on Medical Neuroendocrinology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA
| | - Graeme Eisenhofer
- Department of Medicine III, TU Dresden, Dresden, Germany; Institute of Clinical Chemistry and Laboratory Medicine, TU Dresden, Dresden, Germany
| |
Collapse
|
7
|
Verhagen MV, de Kleine RH, Groen H, van der Doef HPJ, Kwee TC, de Haas RJ. Doppler-ultrasound reference values after pediatric liver transplantation: a consecutive cohort study. Eur Radiol 2023; 33:6404-6413. [PMID: 36930263 PMCID: PMC10415481 DOI: 10.1007/s00330-023-09522-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 11/22/2022] [Accepted: 02/03/2023] [Indexed: 03/18/2023]
Abstract
OBJECTIVES Doppler ultrasound (DUS) is the main imaging modality to evaluate vascular complications of pediatric liver transplants (LT). The current study aimed to determine reference values and their change over time. METHODS A consecutive cohort of pediatric patients undergoing an LT were retrospectively included between 2015 and 2020. Timepoints for standardized DUS were intra-operative and postoperative (day 0), days 1-7, months 1 and 3, and years 1 and 2. DUS measurements of the hepatic artery (HA), portal vein (PV), and hepatic vein(s) (HV) were included if there were no complications during 2 years follow-up. Measurements consisted of: peak systolic velocity (PSV) and resistive index (RI) for the HA, PSV for the PV, and venous pulsatility index (VPI) for the HV. Generalized estimating equations were used to analyze change over time. RESULTS One hundred twelve pediatric patients with 123 LTs were included (median age 3.3 years, interquartile range 0.7-10.1). Ninety-five HAs, 100 PVs, and 115 HVs without complications were included. Reference values for HA PSV and RI, PV PSV, and HV VPI were obtained for all timepoints (4043 included data points in total) and presented using 5th-95th percentiles and threshold values. All reference values changed significantly over time (p = 0.032 to p < 0.001). CONCLUSIONS DUS reference values of hepatic vessels in children after LT are presented, reference values change over time with specific vessel-dependent patterns. Timepoint-specific reference values improve the interpretation of DUS values and may help to better weigh their clinical significance. KEY POINTS • Doppler ultrasound reference values of pediatric liver transplantations are not static but change over time. Applying the correct reference values for the specific timepoint may further improve the interpretation of the measurements. • The pattern of change over time of Doppler ultrasound measurements differs between the hepatic vessel and measurement; knowledge of these patterns may help radiologists to better understand normal postoperative hemodynamic changes.
Collapse
Affiliation(s)
- Martijn V Verhagen
- Department of Radiology, University of Groningen, University Medical Center Groningen, PO Box 30 001, 9700 RB, Groningen, The Netherlands.
| | - Ruben H de Kleine
- Department of Hepatobiliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Henk Groen
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Hubert P J van der Doef
- Department of Pediatric Gastroenterology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Thomas C Kwee
- Department of Radiology, University of Groningen, University Medical Center Groningen, PO Box 30 001, 9700 RB, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University of Groningen, University Medical Center Groningen, PO Box 30 001, 9700 RB, Groningen, The Netherlands
| |
Collapse
|
8
|
Sluckin TC, Hazen SMJA, Horsthuis K, Beets-Tan RGH, Aalbers AGJ, Beets GL, Boerma EJG, Borstlap J, van Breest Smallenburg V, Burger JWA, Crolla RMPH, Daniëls-Gooszen AW, Davids PHP, Dunker MS, Fabry HFJ, Furnée EJB, van Gils RAH, de Haas RJ, Hoogendoorn S, van Koeverden S, de Korte FI, Oosterling SJ, Peeters KCMJ, Posma LAE, Pultrum BB, Rothbarth J, Rutten HJT, Schasfoort RA, Schreurs WH, Simons PCG, Smits AB, Talsma AK, The GYM, van Tilborg F, Tuynman JB, Vanhooymissen IJ, van de Ven AWH, Verdaasdonk EGG, Vermaas M, Vliegen RFA, Vogelaar FJ, de Vries M, Vroemen JC, van Vugt ST, Westerterp M, van Westreenen HL, de Wilt JHW, van der Zaag ES, Zimmerman DDE, Marijnen CAM, Tanis PJ, Kusters M. ASO Visual Abstract: Evaluation of National Surgical Practice for Lateral Lymph Nodes in Rectal Cancer in an Untrained Setting. Ann Surg Oncol 2023; 30:5486-5488. [PMID: 37394674 DOI: 10.1245/s10434-023-13666-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Affiliation(s)
- Tania C Sluckin
- Department of Surgery, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Treatment and Quality of Life, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Sanne-Marije J A Hazen
- Department of Surgery, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Treatment and Quality of Life, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Karin Horsthuis
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Amsterdam, the Netherlands
| | - Regina G H Beets-Tan
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, the Netherlands
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, the Netherlands
- Department of Radiology, Department of Clinical Research, Odense University Hospital, University of Southern Denmark, Odense, Denmark
| | - Arend G J Aalbers
- Department of Surgery, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Geerard L Beets
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, the Netherlands
- Department of Surgery, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Evert-Jan G Boerma
- Department of Surgery, Zuyderland Medical Center, Sittard-Geleen, the Netherlands
| | - Jaap Borstlap
- Department of Radiology, Treant Zorggroep, Hoogeveen, the Netherlands
| | | | | | | | | | - Paul H P Davids
- Department of Surgery, Diakonessenhuis, Utrecht, the Netherlands
| | - Michalda S Dunker
- Department of Surgery, Northwest Clinics, NWZ Alkmaar, Alkmaar, the Netherlands
| | - Hans F J Fabry
- Department of Surgery, Bravis Hospital, Roosendaal, the Netherlands
| | - Edgar J B Furnée
- Department of Surgery, Division of Abdominal Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | | | - Robbert J de Haas
- Department of Radiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | | | | | - Fleur I de Korte
- Department of Radiology, Haaglanden Medical Centre, The Hague, the Netherlands
| | | | - Koen C M J Peeters
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Lisanne A E Posma
- Department of Surgery, Slingeland Hospital, Doetinchem, the Netherlands
| | - Bareld B Pultrum
- Department of Surgery, Martini Hospital, Groningen, the Netherlands
| | - Joost Rothbarth
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC, Rotterdam, the Netherlands
| | - Harm J T Rutten
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, the Netherlands
- Department of Surgery, Catharina Hospital, Eindhoven, the Netherlands
| | | | | | - Petra C G Simons
- Department of Radiology, VieCuri Medical Centre, Venlo, the Netherlands
| | - Anke B Smits
- Department of Surgery, St. Antonius Hospital, Nieuwegein, the Netherlands
| | - Aaldert K Talsma
- Department of Surgery, Deventer Hospital, Deventer, the Netherlands
| | - G Y Mireille The
- Department of Radiology, Bravis Hospital, Roosendaal, the Netherlands
| | - Fiek van Tilborg
- Department of Radiology, Elisabeth-TweeSteden Hospital, Tilburg, the Netherlands
| | - Jurriaan B Tuynman
- Department of Surgery, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Treatment and Quality of Life, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Inge J Vanhooymissen
- Department of Radiology and Nuclear Medicine, Amsterdam UMC, Amsterdam, the Netherlands
| | | | | | - Maarten Vermaas
- Department of Surgery, IJsselland Hospital, Capelle aan den IJssel, the Netherlands
| | - Roy F A Vliegen
- Department of Radiology, Zuyderland Medical Center, Sittard-Geleen, the Netherlands
| | - F Jeroen Vogelaar
- Department of Surgery, VieCuri Medical Centre, Venlo, the Netherlands
| | | | - Joy C Vroemen
- Department of Radiology, Flevoziekenhuis, Almere, the Netherlands
| | | | - Marinke Westerterp
- Department of Surgery, Haaglanden Medical Centre, The Hague, the Netherlands
| | | | - Johannes H W de Wilt
- Department of Surgery, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | - David D E Zimmerman
- Department of Surgery, Elisabeth-TweeSteden Hospital, Tilburg, the Netherlands
| | - Corrie A M Marijnen
- Department of Radiation Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands
| | - Pieter J Tanis
- Cancer Center Amsterdam, Treatment and Quality of Life, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
- Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC, Rotterdam, the Netherlands
- Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Miranda Kusters
- Department of Surgery, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands.
- Cancer Center Amsterdam, Treatment and Quality of Life, Amsterdam, the Netherlands.
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands.
| |
Collapse
|
9
|
Sluckin TC, Hazen SMJA, Horsthuis K, Beets-Tan RGH, Aalbers AGJ, Beets GL, Boerma EJG, Borstlap J, van Breest Smallenburg V, Burger JWA, Crolla RMPH, Daniëls-Gooszen AW, Davids PHP, Dunker MS, Fabry HFJ, Furnée EJB, van Gils RAH, de Haas RJ, Hoogendoorn S, van Koeverden S, de Korte FI, Oosterling SJ, Peeters KCMJ, Posma LAE, Pultrum BB, Rothbarth J, Rutten HJT, Schasfoort RA, Schreurs WH, Simons PCG, Smits AB, Talsma AK, The GYM, van Tilborg F, Tuynman JB, Vanhooymissen IJS, van de Ven AWH, Verdaasdonk EGG, Vermaas M, Vliegen RFA, Vogelaar FJ, de Vries M, Vroemen JC, van Vugt ST, Westerterp M, van Westreenen HL, de Wilt JHW, van der Zaag ES, Zimmerman DDE, Marijnen CAM, Tanis PJ, Kusters M. Evaluation of National Surgical Practice for Lateral Lymph Nodes in Rectal Cancer in an Untrained Setting. Ann Surg Oncol 2023; 30:5472-5485. [PMID: 37340200 PMCID: PMC10409808 DOI: 10.1245/s10434-023-13460-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 02/12/2023] [Indexed: 06/22/2023]
Abstract
BACKGROUND Involved lateral lymph nodes (LLNs) have been associated with increased local recurrence (LR) and ipsi-lateral LR (LLR) rates. However, consensus regarding the indication and type of surgical treatment for suspicious LLNs is lacking. This study evaluated the surgical treatment of LLNs in an untrained setting at a national level. METHODS Patients who underwent additional LLN surgery were selected from a national cross-sectional cohort study regarding patients undergoing rectal cancer surgery in 69 Dutch hospitals in 2016. LLN surgery consisted of either 'node-picking' (the removal of an individual LLN) or 'partial regional node dissection' (PRND; an incomplete resection of the LLN area). For all patients with primarily enlarged (≥7 mm) LLNs, those undergoing rectal surgery with an additional LLN procedure were compared to those undergoing only rectal resection. RESULTS Out of 3057 patients, 64 underwent additional LLN surgery, with 4-year LR and LLR rates of 26% and 15%, respectively. Forty-eight patients (75%) had enlarged LLNs, with corresponding recurrence rates of 26% and 19%, respectively. Node-picking (n = 40) resulted in a 20% 4-year LLR, and a 14% LLR after PRND (n = 8; p = 0.677). Multivariable analysis of 158 patients with enlarged LLNs undergoing additional LLN surgery (n = 48) or rectal resection alone (n = 110) showed no significant association of LLN surgery with 4-year LR or LLR, but suggested higher recurrence risks after LLN surgery (LR: hazard ratio [HR] 1.5, 95% confidence interval [CI] 0.7-3.2, p = 0.264; LLR: HR 1.9, 95% CI 0.2-2.5, p = 0.874). CONCLUSION Evaluation of Dutch practice in 2016 revealed that approximately one-third of patients with primarily enlarged LLNs underwent surgical treatment, mostly consisting of node-picking. Recurrence rates were not significantly affected by LLN surgery, but did suggest worse outcomes. Outcomes of LLN surgery after adequate training requires further research.
Collapse
Affiliation(s)
- Tania C Sluckin
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Treatment and Quality of Life, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Sanne-Marije J A Hazen
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Treatment and Quality of Life, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Karin Horsthuis
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Regina G H Beets-Tan
- Department of Radiology, the Netherlands Cancer Institute, Amsterdam, the Netherlands
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, the Netherlands
- Department of Radiology, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Arend G J Aalbers
- Department of Surgery, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Geerard L Beets
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, the Netherlands
- Department of Surgery, The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Evert-Jan G Boerma
- Department of Surgery, Zuyderland Medical Center, Sittard-Geleen, the Netherlands
| | - Jaap Borstlap
- Department of Radiology, Treant Zorggroep, Hoogeveen, the Netherlands
| | | | | | | | | | - Paul H P Davids
- Department of Surgery, Diakonessenhuis, Utrecht, the Netherlands
| | - Michalda S Dunker
- Department of Surgery, Northwest Clinics, NWZ Alkmaar, Alkmaar, the Netherlands
| | - Hans F J Fabry
- Department of Surgery, Bravis Hospital, Roosendaal, the Netherlands
| | - Edgar J B Furnée
- Division of Abdominal Surgery, Department of Surgery, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Robbert J de Haas
- Department of Radiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | | | | | - Fleur I de Korte
- Department of Radiology, Haaglanden Medical Centre, The Hague, the Netherlands
| | | | - Koen C M J Peeters
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Lisanne A E Posma
- Department of Surgery, Slingeland Hospital, Doetinchem, the Netherlands
| | - Bareld B Pultrum
- Department of Surgery, Martini Hospital, Groningen, the Netherlands
| | - Joost Rothbarth
- Department of Surgical Oncology and Gastrointestinal Surgery, Rotterdam, the Netherlands
| | - Harm J T Rutten
- GROW School for Oncology and Reproduction, University of Maastricht, Maastricht, the Netherlands
- Department of Surgery, Catharina Hospital, Eindhoven, the Netherlands
| | | | | | - Petra C G Simons
- Department of Radiology, VieCuri Medical Centre, Venlo, the Netherlands
| | - Anke B Smits
- Department of Surgery, St. Antonius Hospital, Nieuwegein, the Netherlands
| | - Aaldert K Talsma
- Department of Surgery, Deventer Hospital, Deventer, the Netherlands
| | - G Y Mireille The
- Department of Radiology, Bravis Hospital, Roosendaal, the Netherlands
| | - Fiek van Tilborg
- Department of Radiology, Elisabeth-TweeSteden Hospital, Tilburg, the Netherlands
| | - Jurriaan B Tuynman
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Treatment and Quality of Life, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
| | - Inge J S Vanhooymissen
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | | | | | - Maarten Vermaas
- Department of Surgery, IJsselland Hospital, Capelle aan den IJssel, the Netherlands
| | - Roy F A Vliegen
- Department of Radiology, Zuyderland Medical Center, Sittard-Geleen, the Netherlands
| | - F Jeroen Vogelaar
- Department of Surgery, VieCuri Medical Centre, Venlo, the Netherlands
| | | | - Joy C Vroemen
- Department of Radiology, Flevoziekenhuis, Almere, the Netherlands
| | | | - Marinke Westerterp
- Department of Surgery, Haaglanden Medical Centre, The Hague, the Netherlands
| | | | - Johannes H W de Wilt
- Department of Surgery, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | - David D E Zimmerman
- Department of Surgery, Elisabeth-TweeSteden Hospital, Tilburg, the Netherlands
| | - Corrie A M Marijnen
- Department of Radiation Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands
| | - Pieter J Tanis
- Cancer Center Amsterdam, Treatment and Quality of Life, Amsterdam, the Netherlands
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands
- Department of Surgical Oncology and Gastrointestinal Surgery, Rotterdam, the Netherlands
- Department of Surgery, Amsterdam UMC Location University of Amsterdam, Amsterdam, the Netherlands
| | - Miranda Kusters
- Department of Surgery, Amsterdam UMC, Location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
- Cancer Center Amsterdam, Treatment and Quality of Life, Amsterdam, the Netherlands.
- Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, the Netherlands.
| |
Collapse
|
10
|
Veenstra EB, Ruiter SJS, de Haas RJ, de Jong KP, Erba PA, Dierckx RAJO, Noordzij W. A dual-tracer approach using [ 11C]CH and [ 18F]FDG in HCC clinical decision making. EJNMMI Res 2023; 13:77. [PMID: 37644167 PMCID: PMC10465408 DOI: 10.1186/s13550-023-01024-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 07/30/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND Early detection of recurrent or progressive HCC remains the strongest prognostic factor for survival. Dual tracer PET/CT imaging with [11C]CH and [18F]FDG can further increase detection rates as both tracers entail different metabolic pathways involved in HCC development. We investigated dual-tracer PET/CT in clinical decision making in patients suspected of recurrent or progressive HCC. All HCC patients who underwent both [11C]CH and [18F]FDG PET/CT in our institute from February 2018 to December 2021 were included. Both tracer PET/CT were within 4 weeks of each other with at least 6-month follow-up. Patients underwent dual tracer PET/CT because of unexplained and suspicious CT/MRI or sudden rise of serum tumour markers. A detected lesion was considered critical when the finding had prognostic consequences leading to treatment changes. RESULTS Nineteen patients who underwent [11C]CH and [18F]FDG PET/CT were included of which all but six patients were previously treated for HCC. Dual-tracer critical finding detection rate was 95%, with [18F]FDG 68%, and [11C]CH 84%. Intrahepatic HCC recurrence finding rate was 65% for both tracers. [18F]FDG found more ablation site recurrences (4/5) compared to [11C]CH (2/5). Only [11C]CH found two needle tract metastases. Both tracers found 75% of the positive lymph nodes. Two new primary tumours were found, one by [18F]FDG and both by [11C]CH. CONCLUSIONS Our study favours a dual-tracer approach in HCC staging in high-risk patients or when conventional imaging is non-conclusive.
Collapse
Affiliation(s)
- Emile B Veenstra
- Department of Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University of Groningen, University Medical Center Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands.
| | - Simeon J S Ruiter
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Robbert J de Haas
- Department of Radiology, Medical Imaging Center, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Koert P de Jong
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Paola A Erba
- Department of Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University of Groningen, University Medical Center Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands
- Department of Medicine and Surgery, Nuclear Medicine UnitASST - Ospedale Papa Giovanni, University of Milan-Bicocca, Piazza, Bergamo, Italy
| | - Rudi A J O Dierckx
- Department of Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University of Groningen, University Medical Center Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands
| | - Walter Noordzij
- Department of Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University of Groningen, University Medical Center Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands
| |
Collapse
|
11
|
de Haas RJ, Brunette N, Goodson A, Dauparas J, Yi SY, Yang EC, Dowling Q, Nguyen H, Kang A, Bera AK, Sankaran B, de Vries R, Baker D, King NP. Rapid and automated design of two-component protein nanomaterials using ProteinMPNN. bioRxiv 2023:2023.08.04.551935. [PMID: 37577478 PMCID: PMC10418170 DOI: 10.1101/2023.08.04.551935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
The design of novel protein-protein interfaces using physics-based design methods such as Rosetta requires substantial computational resources and manual refinement by expert structural biologists. A new generation of deep learning methods promises to simplify protein-protein interface design and enable its application to a wide variety of problems by researchers from various scientific disciplines. Here we test the ability of a deep learning method for protein sequence design, ProteinMPNN, to design two-component tetrahedral protein nanomaterials and benchmark its performance against Rosetta. ProteinMPNN had a similar success rate to Rosetta, yielding 13 new experimentally confirmed assemblies, but required orders of magnitude less computation and no manual refinement. The interfaces designed by ProteinMPNN were substantially more polar than those designed by Rosetta, which facilitated in vitro assembly of the designed nanomaterials from independently purified components. Crystal structures of several of the assemblies confirmed the accuracy of the design method at high resolution. Our results showcase the potential of deep learning-based methods to unlock the widespread application of designed protein-protein interfaces and self-assembling protein nanomaterials in biotechnology.
Collapse
|
12
|
de Haas RJ, Tas RP, van den Broek D, Zheng C, Nguyen H, Kang A, Bera AK, King NP, Voets IK, de Vries R. De novo designed ice-binding proteins from twist-constrained helices. Proc Natl Acad Sci U S A 2023; 120:e2220380120. [PMID: 37364125 PMCID: PMC10319034 DOI: 10.1073/pnas.2220380120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 05/02/2023] [Indexed: 06/28/2023] Open
Abstract
Attaining molecular-level control over solidification processes is a crucial aspect of materials science. To control ice formation, organisms have evolved bewildering arrays of ice-binding proteins (IBPs), but these have poorly understood structure-activity relationships. We propose that reverse engineering using de novo computational protein design can shed light on structure-activity relationships of IBPs. We hypothesized that the model alpha-helical winter flounder antifreeze protein uses an unusual undertwisting of its alpha-helix to align its putative ice-binding threonine residues in exactly the same direction. We test this hypothesis by designing a series of straight three-helix bundles with an ice-binding helix projecting threonines and two supporting helices constraining the twist of the ice-binding helix. Our findings show that ice-recrystallization inhibition by the designed proteins increases with the degree of designed undertwisting, thus validating our hypothesis, and opening up avenues for the computational design of IBPs.
Collapse
Affiliation(s)
- Robbert J. de Haas
- Department of Physical Chemistry and Soft Matter, Wageningen University and Research, Wageningen, WE6708, The Netherlands
| | - Roderick P. Tas
- Laboratory of Self-Organizing Soft Matter, Department of Chemical Engineering and Chemistry and Institute for Complex Molecular Systems, Eindhoven University of Technology, Eindhoven, MB5600, The Netherlands
| | - Daniëlle van den Broek
- Laboratory of Self-Organizing Soft Matter, Department of Chemical Engineering and Chemistry and Institute for Complex Molecular Systems, Eindhoven University of Technology, Eindhoven, MB5600, The Netherlands
| | - Chuanbao Zheng
- Department of Physical Chemistry and Soft Matter, Wageningen University and Research, Wageningen, WE6708, The Netherlands
| | - Hannah Nguyen
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Alex Kang
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Asim K. Bera
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Neil P. King
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Ilja K. Voets
- Laboratory of Self-Organizing Soft Matter, Department of Chemical Engineering and Chemistry and Institute for Complex Molecular Systems, Eindhoven University of Technology, Eindhoven, MB5600, The Netherlands
| | - Renko de Vries
- Department of Physical Chemistry and Soft Matter, Wageningen University and Research, Wageningen, WE6708, The Netherlands
| |
Collapse
|
13
|
Tinguely P, Ruiter SJS, Engstrand J, de Haas RJ, Nilsson H, Candinas D, de Jong KP, Freedman J. A prospective multicentre trial on survival after Microwave Ablation VErsus Resection for Resectable Colorectal liver metastases (MAVERRIC). Eur J Cancer 2023; 187:65-76. [PMID: 37119639 DOI: 10.1016/j.ejca.2023.03.038] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 03/26/2023] [Accepted: 03/30/2023] [Indexed: 04/08/2023]
Abstract
AIM This multi-centre prospective cohort study aimed to investigate non-inferiority in patients' overall survival when treating potentially resectable colorectal cancer liver metastasis (CRLM) with stereotactic microwave ablation (SMWA) as opposed to hepatic resection (HR). METHODS Patients with no more than 5 CRLM no larger than 30 mm, deemed eligible for both SMWA and hepatic resection at the local multidisciplinary team meetings, were deliberately treated with SMWA (study group). The contemporary control group consisted of patients with no more than 5 CRLM, none larger than 30 mm, treated with HR, extracted from a prospectively maintained nationwide Swedish database. After propensity-score matching, 3-year overall survival (OS) was compared as the primary outcome using Kaplan-Meier and Cox regression analyses. RESULTS All patients in the study group (n = 98) were matched to 158 patients from the control group (mean standardised difference in baseline covariates = 0.077). OS rates at 3 years were 78% (Confidence interval [CI] 68-85%) after SMWA versus 76% (CI 69-82%) after HR (stratified Log-rank test p = 0.861). Estimated 5-year OS rates were 56% (CI 45-66%) versus 58% (CI 50-66%). The adjusted hazard ratio for treatment type was 1.020 (CI 0.689-1.510). Overall and major complications were lower after SMWA (percentage decrease 67% and 80%, p < 0.01). Hepatic retreatments were more frequent after SMWA (percentage increase 78%, p < 0.01). CONCLUSION SMWA is a valid curative-intent treatment alternative to surgical resection for small resectable CRLM. It represents an attractive option in terms of treatment-related morbidity with potentially wider options regarding hepatic retreatments over the future course of disease.
Collapse
Affiliation(s)
- Pascale Tinguely
- Division of Surgery, Department of Clinical Sciences, Karolinska Institutet at Danderyd Hospital, Stockholm, Sweden; Department of Visceral Surgery and Medicine, Inselspital, University Hospital Bern, Bern, Switzerland; ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland.
| | - Simeon J S Ruiter
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Jennie Engstrand
- Division of Surgery, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Henrik Nilsson
- Division of Surgery, Department of Clinical Sciences, Karolinska Institutet at Danderyd Hospital, Stockholm, Sweden
| | - Daniel Candinas
- Department of Visceral Surgery and Medicine, Inselspital, University Hospital Bern, Bern, Switzerland
| | - Koert P de Jong
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Jacob Freedman
- Division of Surgery, Department of Clinical Sciences, Karolinska Institutet at Danderyd Hospital, Stockholm, Sweden
| |
Collapse
|
14
|
Verhagen MV, Kwee TC, de Haas RJ. Hepatic artery and portal vein Doppler ultrasound reference values in children aged 0-17 years old. Ultrasound 2023; 31:112-118. [PMID: 37144228 PMCID: PMC10152319 DOI: 10.1177/1742271x221114050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 06/05/2022] [Indexed: 05/06/2023]
Abstract
Introduction Doppler ultrasound of the portal vein peak systolic velocity and hepatic artery peak systolic velocity and resistive index in children is often performed during abdominal ultrasound for the assessment of liver and other abdominal pathology. However, evidence-based reference values are not available. We aimed to determine these reference values and to investigate whether they are age-dependent. Methods Children who underwent abdominal ultrasound between 2020 and 2021 were retrospectively identified. Patients without hepatic or cardiac abnormalities at the time of ultrasound or during at least 3 months follow-up were eligible for the study. Ultrasound without hepatic hilum portal vein peak systolic velocity and/or hepatic artery peak systolic velocity and resistive index measurements were excluded. Age-dependent changes were analyzed using linear regression. Normal range reference values were described using percentiles for all ages, and for age subgroups. Results One-hundred ultrasound examinations performed in 100 healthy children aged 0-17.9 years (median 7.8 years, interquartile range 1.1-14.1 years) were included. Ninety-nine portal vein peak systolic velocity and 80 hepatic artery peak systolic velocity and resistive index measurements were obtained. There was no significant association between portal vein peak systolic velocity and age (β = -0.056, p = 0.68). There were significant associations between age and hepatic artery peak systolic velocity, and between age and hepatic artery resistive index (β = -0.873, p = 0.04 and β = -0.004, p < 0.001, respectively). Detailed reference values were provided for all ages, and for age subgroups. Conclusion Reference values for the hepatic hilum portal vein peak systolic velocity, hepatic artery peak systolic velocity, and hepatic artery resistive index in children were established. Portal vein peak systolic velocity is not age-dependent, whereas hepatic artery peak systolic velocity and hepatic artery resistive index decrease when children get older.
Collapse
Affiliation(s)
- Martijn V Verhagen
- Department of Radiology, University Medical Center
Groningen, University of Groningen, Groningen, The Netherlands
| | - Thomas C Kwee
- Department of Radiology, University Medical Center
Groningen, University of Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Center
Groningen, University of Groningen, Groningen, The Netherlands
| |
Collapse
|
15
|
Yin Y, Yakar D, Slangen JJG, Hoogwater FJH, Kwee TC, de Haas RJ. Optimal radiological gallbladder lesion characterization by combining visual assessment with CT-based radiomics. Eur Radiol 2023; 33:2725-2734. [PMID: 36434398 DOI: 10.1007/s00330-022-09281-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 10/30/2022] [Accepted: 11/04/2022] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Differentiating benign gallbladder diseases from gallbladder cancer (GBC) remains a radiological challenge because they can appear very similar on imaging. This study aimed at investigating whether CT-based radiomic features of suspicious gallbladder lesions analyzed by machine learning algorithms could adequately discriminate benign gallbladder disease from GBC. In addition, the added value of machine learning models to radiological visual CT-scan interpretation was assessed. METHODS Patients were retrospectively selected based on confirmed histopathological diagnosis and available contrast-enhanced portal venous phase CT-scan. The radiomic features were extracted from the entire gallbladder, then further analyzed by machine learning classifiers based on Lasso regression, Ridge regression, and XG Boosting. The results of the best-performing classifier were combined with radiological visual CT diagnosis and then compared with radiological visual CT assessment alone. RESULTS In total, 127 patients were included: 83 patients with benign gallbladder lesions and 44 patients with GBC. Among all machine learning classifiers, XG boosting achieved the best AUC of 0.81 (95% CI 0.72-0.91) and the highest accuracy rate of 73% (95% CI 65-80%). When combining radiological visual interpretation and predictions of the XG boosting classifier, the highest diagnostic performance was achieved with an AUC of 0.98 (95% CI 0.96-1.00), a sensitivity of 91% (95% CI 86-100%), a specificity of 93% (95% CI 90-100%), and an accuracy of 92% (95% CI 90-100%). CONCLUSIONS Machine learning analysis of CT-based radiomic features shows promising results in discriminating benign from malignant gallbladder disease. Combining CT-based radiomic analysis and radiological visual interpretation provided the most optimal strategy for GBC and benign gallbladder disease differentiation. KEY POINTS Radiomic-based machine learning algorithms are able to differentiate benign gallbladder disease from gallbladder cancer. Combining machine learning algorithms with a radiological visual interpretation of gallbladder lesions at CT increases the specificity, compared to visual interpretation alone, from 73 to 93% and the accuracy from 85 to 92%. Combined use of machine learning algorithms and radiological visual assessment seems the most optimal strategy for GBC and benign gallbladder disease differentiation.
Collapse
Affiliation(s)
- Yunchao Yin
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700, RB, Groningen, The Netherlands
| | - Derya Yakar
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700, RB, Groningen, The Netherlands
| | - Jules J G Slangen
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700, RB, Groningen, The Netherlands
| | - Frederik J H Hoogwater
- Department of Surgery, Section Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700, RB, Groningen, The Netherlands
| | - Thomas C Kwee
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700, RB, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700, RB, Groningen, The Netherlands.
| |
Collapse
|
16
|
Sun G, de Haas RJ, Trzpis M, Broens PMA. A possible physiological mechanism of rectocele formation in women. Abdom Radiol (NY) 2023; 48:1203-1214. [PMID: 36745205 PMCID: PMC10115871 DOI: 10.1007/s00261-023-03807-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 01/09/2023] [Accepted: 01/10/2023] [Indexed: 02/07/2023]
Abstract
BACKGROUND We aimed to determine the anorectal physiological factors associated with rectocele formation. METHODS Female patients (N = 32) with severe constipation, fecal incontinence, or suspicion of rectocele, who had undergone magnetic resonance defecography and anorectal function tests between 2015 and 2021, were retrospectively included for analysis. The anorectal function tests were used to measure pressure in the anorectum during defecation. Rectocele characteristics and pelvic floor anatomy were determined with magnetic resonance defecography. Constipation severity was determined with the Agachan score. Information regarding constipation-related symptoms was collected. RESULTS Mean rectocele size during defecation was 2.14 ± 0.88 cm. During defecation, the mean anal sphincter pressure just before defecation was 123.70 ± 67.37 mm Hg and was associated with rectocele size (P = 0.041). The Agachan constipation score was moderately correlated with anal sphincter pressure just before defecation (r = 0.465, P = 0.022), but not with rectocele size (r = 0.276, P = 0.191). During defecation, increased anal sphincter pressure just before defecation correlated moderately and positively with straining maneuvers (r = 0.539, P = 0.007) and defecation blockage (r = 0.532, P = 0.007). Rectocele size correlated moderately and positively with the distance between the pubococcygeal line and perineum (r = 0.446, P = 0.011). CONCLUSION Increased anal sphincter pressure just before defecation is correlated with the rectocele size. Based on these results, it seems important to first treat the increased anal canal pressure before considering surgical rectocele repair to enhance patient outcomes.
Collapse
Affiliation(s)
- Ge Sun
- Anorectal Physiology Laboratory, Department of Surgery, University of Groningen, University Medical Center Groningen, Hanzeplein 1, PO Box 30 001, 9700 RB, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, PO Box 30 001, 9700 RB, Groningen, The Netherlands
| | - Monika Trzpis
- Anorectal Physiology Laboratory, Department of Surgery, University of Groningen, University Medical Center Groningen, Hanzeplein 1, PO Box 30 001, 9700 RB, Groningen, The Netherlands.
| | - Paul M A Broens
- Anorectal Physiology Laboratory, Department of Surgery, University of Groningen, University Medical Center Groningen, Hanzeplein 1, PO Box 30 001, 9700 RB, Groningen, The Netherlands.,Division of Pediatric Surgery, Department of Surgery, University of Groningen, University Medical Center Groningen, Hanzeplein 1, PO Box 30 001, 9700 RB, Groningen, The Netherlands
| |
Collapse
|
17
|
Zorgdrager M, Cuperus FJC, de Haas RJ. Hyperammonemic Encephalopathy in a Patient with Pancreatic Neuroendocrine Tumor and Portosystemic Shunt. Diagnostics (Basel) 2023; 13:diagnostics13030572. [PMID: 36766677 PMCID: PMC9914007 DOI: 10.3390/diagnostics13030572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 01/29/2023] [Accepted: 02/01/2023] [Indexed: 02/08/2023] Open
Abstract
Hyperammonemia can lead to encephalopathy and may be accompanied by a diagnostic dilemma. Imaging as well as biochemical analyses are the cornerstone for identifying possible underlying causes such as severe liver disease or urea cycle defect. We report a case of a patient that presented with neurological deficits based on hyperammonemia in the presence of a large pancreatic neuroendocrine tumor (PNET) and portosystemic shunts in the liver. Prior cases are rather scarce, and the exact mechanism is not fully understood. The case illustrates the added value of a multimodality imaging approach in patients presenting with hyperammonemia-induced encephalopathy.
Collapse
Affiliation(s)
- Marcel Zorgdrager
- Department of Radiology, University Medical Centre Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
- Correspondence:
| | - Frans J. C. Cuperus
- Department of Gastro-Enterology and Hepatology, University Medical Centre Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Robbert J. de Haas
- Department of Radiology, University Medical Centre Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| |
Collapse
|
18
|
Haring MPD, Elfrink AKE, Oudmaijer CAJ, Andel PCM, Furumaya A, de Jong N, Willems CJJM, Huits T, Sijmons JML, Belt EJT, Bosscha K, Consten ECJ, Coolsen MME, van Duijvendijk P, Erdmann JI, Gobardhan P, de Haas RJ, van Heek T, Lam H, Leclercq WKG, Liem MSL, Marsman HA, Patijn GA, Terkivatan T, Zonderhuis BM, Molenaar IQ, te Riele WW, Hagendoorn J, Schaapherder AFM, IJzermans JNM, Buis CI, Klaase JM, de Jong KP, de Meijer VE. A nationwide assessment of hepatocellular adenoma resection: Indications and pathological discordance. Hepatol Commun 2023; 7:e2110. [PMID: 36324268 PMCID: PMC9827973 DOI: 10.1002/hep4.2110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 08/26/2022] [Accepted: 08/26/2022] [Indexed: 11/06/2022] Open
Abstract
Hepatocellular adenomas (HCAs) are benign liver tumors associated with bleeding or malignant transformation. Data on the indication for surgery are scarce. We analyzed indications and outcome of patients operated for HCAs < 50 mm compared to HCAs ≥ 50 mm. Changes in final postoperative diagnosis were assessed. We performed a retrospective study that included patients who underwent resection for (suspected) HCAs in the Netherlands from 2014 to 2019. Indication for resection was analyzed and stratified for small (<50 mm) and large (≥50 mm) tumors. Logistic regression analysis was performed on factors influencing change in tumor diagnosis. Out of 222 patients who underwent surgery, 44 (20%) patients had a tumor <50 mm. Median age was 46 (interquartile range [IQR], 33-56) years in patients with small tumors and 37 (IQR, 31-46) years in patients with large tumors ( p = 0.016). Patients with small tumors were more frequently men (21% vs. 5%, p = 0.002). Main indications for resection in patients with small tumors were suspicion of (pre)malignancy (55%), (previous) bleeding (14%), and male sex (11%). Patients with large tumors received operations because of tumor size >50 mm (52%), suspicion of (pre)malignancy (28%), and (previous) bleeding (5.1%). No difference was observed in HCA-subtype distribution between small and large tumors. Ninety-six (43%) patients had a postoperative change in diagnosis. Independent risk factors for change in diagnosis were tumor size <50 mm (adjusted odds ratio [aOR], 3.4; p < 0.01), male sex (aOR, 3.7; p = 0.03), and lack of hepatobiliary contrast-enhanced magnetic resonance imaging (CE-MRI) (aOR, 1.8; p = 0.04). Resection for small (suspected) HCAs was mainly indicated by suspicion of (pre)malignancy, whereas for large (suspected) HCAs, tumor size was the most prevalent indication. Male sex, tumor size <50 mm, and lack of hepatobiliary CE-MRI were independent risk factors for postoperative change in tumor diagnosis.
Collapse
Affiliation(s)
- Martijn P. D. Haring
- Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Arthur K. E. Elfrink
- Scientific Bureau, Dutch Institute for Clinical Auditing, Leiden, the Netherlands
- Department of Surgery, Spaarne Gasthuis, Haarlem, the Netherlands
| | - Christiaan A. J. Oudmaijer
- Division of Hepatobiliary and Transplantation Surgery, Department of Surgery, Erasmus Medical Center Transplant Institute, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Paul C. M. Andel
- Department of Surgery, Regional Academic Cancer Center Utrecht, Utrecht Medical Center Utrecht and St. Antonius Hospital Nieuwegein, University of Utrecht, Utrecht, the Netherlands
| | - Alicia Furumaya
- Department of Surgery, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Nenke de Jong
- Department of Surgery, Medisch Spectrum Twente, Enschede, the Netherlands
| | - Colin J. J. M. Willems
- Department of Surgery, Maastricht University Medical Center+, University of Maastricht, Maastricht, the Netherlands
| | - Thijs Huits
- Department of Surgery, Onze Lieve Vrouwe Gasthuis, Amsterdam, the Netherlands
| | | | - Eric J. T. Belt
- Department of Surgery, Albert Sweitzer Ziekenhuis, Dordrecht, the Netherlands
| | - Koop Bosscha
- Department of Surgery, Jeroen Bosch Ziekenhuis, ‘s‐Hertogenbosch, the Netherlands
| | - Esther C. J. Consten
- Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
- Department of Surgery, Meander Medisch Centrum, Amersfoort, the Netherlands
| | - Mariëlle M. E. Coolsen
- Department of Surgery, Maastricht University Medical Center+, University of Maastricht, Maastricht, the Netherlands
| | - Peter van Duijvendijk
- Department of Surgery, Gelre Ziekenhuis, Apeldoorn, the Netherlands
- Department of Surgery, Isala Klinieken, Zwolle, the Netherlands
| | - Joris I. Erdmann
- Department of Surgery, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Paul Gobardhan
- Department of Surgery, Amphia Ziekenhuis, Breda, the Netherlands
| | - Robbert J. de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Tjarda van Heek
- Department of Surgery, Ziekenhuis Gelderse Vallei, Ede, the Netherlands
| | - Hwai‐Ding Lam
- Department of Surgery, Leiden University Medical Center, University of Leiden, Leiden, the Netherlands
| | | | - Mike S. L. Liem
- Department of Surgery, Medisch Spectrum Twente, Enschede, the Netherlands
| | - Hendrik A. Marsman
- Department of Surgery, Onze Lieve Vrouwe Gasthuis, Amsterdam, the Netherlands
| | - Gijs A. Patijn
- Department of Surgery, Isala Klinieken, Zwolle, the Netherlands
| | - Türkan Terkivatan
- Division of Hepatobiliary and Transplantation Surgery, Department of Surgery, Erasmus Medical Center Transplant Institute, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Babs M. Zonderhuis
- Department of Surgery, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, the Netherlands
| | - Izaak Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, Utrecht Medical Center Utrecht and St. Antonius Hospital Nieuwegein, University of Utrecht, Utrecht, the Netherlands
| | - Wouter W. te Riele
- Department of Surgery, Regional Academic Cancer Center Utrecht, Utrecht Medical Center Utrecht and St. Antonius Hospital Nieuwegein, University of Utrecht, Utrecht, the Netherlands
| | - Jeroen Hagendoorn
- Department of Surgery, Regional Academic Cancer Center Utrecht, Utrecht Medical Center Utrecht and St. Antonius Hospital Nieuwegein, University of Utrecht, Utrecht, the Netherlands
| | | | - Jan N. M. IJzermans
- Division of Hepatobiliary and Transplantation Surgery, Department of Surgery, Erasmus Medical Center Transplant Institute, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Carlijn I. Buis
- Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Joost M. Klaase
- Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Koert P. de Jong
- Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Vincent E. de Meijer
- Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| |
Collapse
|
19
|
Verhagen MV, de Kleine RH, van der Doef HP, Kwee TC, de Haas RJ. Doppler Ultrasound of Vascular Complications After Pediatric Liver
Transplantation: Incidence, Time of Detection, and Positive Predictive
Value. Ultrasound Int Open 2022; 8:E36-E42. [PMID: 36408371 PMCID: PMC9668490 DOI: 10.1055/a-1961-9100] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 10/13/2022] [Indexed: 11/18/2022] Open
Abstract
Purpose
Doppler ultrasound (DUS) is widely used to detect vascular
complications after pediatric liver transplantation (LT). This study aimed to
assess the moment of first detection of vascular complications with DUS, and to
determine the positive predictive value (PPV) of DUS.
Materials and Methods
Patients aged 0–18 years who underwent LT
between 2015 and 2019 were retrospectively included. 92 LTs in 83 patients were
included (median age: 3.9 years, interquartile range: 0.7–10.5).
Patients underwent perioperative (intra-operative and immediately postoperative)
and daily DUS surveillance during the first postoperative week, and at 1, 3, and
12 months. Vascular complications were categorized for the hepatic artery,
portal vein, and hepatic veins. DUS findings were compared to surgical or
radiological findings during the 1-year follow-up.
Results
52 vascular complications were diagnosed by DUS in 35/92
LTs (38%). 15 out of 52 (28.8%) were diagnosed perioperatively,
29/52 (55.8%) were diagnosed on postoperative days 1–7,
and 8/52 (15.4%) after day 7. The PPV for all vascular
complications diagnosed with DUS was 92.3%. During the 1-year follow-up,
18/19 (94.7%) hepatic artery complications, 19/26
(73.1%) portal vein complications, and 7/7 (100%)
hepatic vein complications were diagnosed perioperatively or during the first
week.
Conclusion
The majority of vascular complications during the first year
after pediatric LT were diagnosed by DUS perioperatively or during the first
week, with a high PPV. Our findings provide important information regarding when
to expect different types of vascular complications on DUS, which might improve
DUS post-LT surveillance protocols.
Collapse
Affiliation(s)
- Martijn V. Verhagen
- Department of Radiology, UMCG, Groningen, Netherlands,Correspondence Dr. Martijn V. Verhagen UMCGDepartment of RadiologyHanzeplein 19700RB GroningenNetherlands31(0)625649708
| | - Ruben H.J. de Kleine
- Department of Surgery, Division of Hepato-Pancreato-Biliary Surgery and
Liver Transplantation, University of Groningen, University Medical Centre
Groningen, Groningen, Netherlands
| | | | | | | |
Collapse
|
20
|
Verhagen MV, de Kleine RHJ, van der Doef HPJ, Kwee TC, de Haas RJ. Correction: Doppler Ultrasound of Vascular Complications After Pediatric Liver Transplantation: Incidence, Time of Detection, and Positive Predictive Value. Ultrasound Int Open 2022; 8:E77. [PMID: 37063981 PMCID: PMC10104748 DOI: 10.1055/a-2061-8073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/18/2023] Open
Abstract
[This corrects the article DOI: 10.1055/a-1961-9100.].
Collapse
Affiliation(s)
| | - Ruben H J de Kleine
- Department of Surgery, Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, University Medical Centre Groningen, Groningen, Netherlands
| | | | - Thomas C Kwee
- Department of Radiology, UMCG, Groningen, Netherlands
| | | |
Collapse
|
21
|
Furumaya A, Haring MPD, van Rosmalen BV, Klompenhouwer AJ, Besselink MG, de Man RA, IJzermans JNM, Thomeer MGJ, Kramer M, Coolsen MME, Tushuizen ME, Schaapherder AF, de Haas RJ, Duiker EW, Kazemier G, van Delden OM, Verheij J, Takkenberg RB, Cuperus FJC, De Meijer VE, Erdmann JI. Study protocol for a multicentre nationwide prospective cohort study to investigate the natural course and clinical outcome in benign liver tumours and cysts in the Netherlands: the BELIVER study. BMJ Open 2022; 12:e055104. [PMID: 36691222 PMCID: PMC9462085 DOI: 10.1136/bmjopen-2021-055104] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 06/01/2022] [Indexed: 01/26/2023] Open
Abstract
INTRODUCTION Benign liver tumours and cysts (BLTCs) comprise a heterogeneous group of cystic and solid lesions, including hepatic haemangioma, focal nodular hyperplasia and hepatocellular adenoma. Some BLTCs, for example, (large) hepatocellular adenoma, are at risk of complications. Incidence of malignant degeneration or haemorrhage is low in most other BLTCs. Nevertheless, the diagnosis BLTC may carry a substantial burden and patients may be symptomatic, necessitating treatment. The indications for interventions remain matter of debate. The primary study aim is to investigate patient-reported outcomes (PROs) of patients with BLTCs, with special regards to the influence of invasive treatment as compared with the natural course of the disease. METHODS AND ANALYSIS A nationwide observational cohort study of patients with BLTC will be performed between October 2021 and October 2026, the minimal follow-up will be 2 years. During surveillance, a questionnaire regarding symptoms and their impact will be sent to participants on a biannual basis and more often in case of invasive intervention. The questionnaire was previously developed based on PROs considered relevant to patients with BLTCs and their caregivers. Most questionnaires will be administered by computerised adaptive testing through the Patient-Reported Outcomes Measurement Information System. Data, such as treatment outcomes, will be extracted from electronic patient files. Multivariable analysis will be performed to identify patient and tumour characteristics associated with significant improvement in PROs or a complicated postoperative course. ETHICS AND DISSEMINATION The study was assessed by the Medical Ethics Committee of the University Medical Center Groningen and the Amsterdam UMC. Local consultants will provide information and informed consent will be asked of all patients. Results will be published in a peer-reviewed journal. STUDY REGISTRATION NL8231-10 December 2019; Netherlands Trial Register.
Collapse
Affiliation(s)
- Alicia Furumaya
- Department of Surgery, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
| | - Martijn P D Haring
- Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Belle V van Rosmalen
- Department of Surgery, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
| | - Anne J Klompenhouwer
- Department of Surgery, Erasmus Medical Center, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Marc G Besselink
- Department of Surgery, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
| | - Robert A de Man
- Department of Gastroenterology and Hepatology, Erasmus Medical Center, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Jan N M IJzermans
- Department of Surgery, Erasmus Medical Center, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Maarten G J Thomeer
- Department of Radiology, Erasmus Medical Center, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Matthijs Kramer
- Department of Gastroenterology and Hepatology, Maastricht University Medical Centre+, Maastricht University, Maastricht, The Netherlands
| | - Mariëlle M E Coolsen
- Department of Surgery, Maastricht University Medical Centre+, Maastricht University, Maastricht, The Netherlands
| | - Maarten E Tushuizen
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden University, Leiden, The Netherlands
| | - Alexander F Schaapherder
- Department of Surgery, Leiden University Medical Center, Leiden University, Leiden, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Evelien W Duiker
- Department of Pathology and Medical Biology, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Geert Kazemier
- Department of Surgery, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Cancer Center Amsterdam, Amsterdam, the Netherlands
| | - Otto M van Delden
- Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
- Department of Radiology, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
| | - Joanne Verheij
- Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
- Department of Pathology, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
| | - R Bart Takkenberg
- Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
- Department of Gastroenterology and Hepatology, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
| | - Frans J C Cuperus
- Department of Gastroenterology and Hepatology, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Vincent E De Meijer
- Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Joris I Erdmann
- Department of Surgery, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam, The Netherlands
| |
Collapse
|
22
|
van Luijk F, Gansevoort RT, Blokzijl H, Groen GJ, de Haas RJ, Leliveld AM, Meijer E, Perdok JM, Stellema R, Wolff AP, Casteleijn NF. Multidisciplinary management of chronic refractory pain in autosomal dominant polycystic kidney disease. Nephrol Dial Transplant 2022; 38:618-629. [PMID: 35512573 PMCID: PMC9976741 DOI: 10.1093/ndt/gfac158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Chronic pain is often difficult to manage in autosomal dominant polycystic kidney disease (ADPKD) patients and sometimes even leads to nephrectomy. We analyzed the long-term efficacy of our innovative multidisciplinary protocol to treat chronic refractory pain that aims to preserve kidney function by applying among other sequential nerve blocks. METHODS Patients were eligible if pain was present ≥3 months with a score of ≥50 on a visual analog scale (VAS) of 100, was negatively affecting quality of life and if there had been insufficient response to previous therapies, including opioid treatment. Treatment options were, in order, analgesics, cyst aspiration and fenestration, nerve blocks and nephrectomy. RESULTS A total of 101 patients were assessed in our clinic (mean age 50 ± 11 years, 65.3% females). Eight patients were treated with medication, 6 by cyst aspiration or fenestration, 63 by nerve blocks and 6 received surgery as the first treatment option. Overall, 76.9% experienced a positive effect on pain complaints shortly after treatment. The VAS score was reduced from 60/100 to 20/100 (P < 0.001) and patients decreased their number of nonopioid and opioid analgesics significantly (P < 0.001, P = 0.01, respectively). A substantial number of the patients (n = 51) needed additional treatment. At the end of follow-up in only 13 patients (12.9%) was surgical intervention necessary: 11 nephrectomies (of which 10 were in patients already on kidney function replacement treatment), 1 liver transplantation and 1 partial hepatectomy. After a median follow-up of 4.5 years (interquartile range 2.5-5.3), 69.0% of the patients still had fewer pain complaints. CONCLUSIONS These data indicate that our multidisciplinary treatment protocol appears effective in reducing pain in the majority of patients with chronic refractory pain, while postponing or even avoiding in most patients surgical interventions such as nephrectomy in most patients.
Collapse
Affiliation(s)
- Franka van Luijk
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Ron T Gansevoort
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Hans Blokzijl
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Gerbrand J Groen
- Department of Anesthesiology (Pain Center), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Anna M Leliveld
- Department of Urology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Esther Meijer
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Joke M Perdok
- Department of Anesthesiology (Pain Center), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Ruud Stellema
- Department of Anesthesiology (Pain Center), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Andreas P Wolff
- Department of Anesthesiology (Pain Center), University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | | |
Collapse
|
23
|
Smits FJ, Henry AC, Besselink MG, Busch OR, van Eijck CH, Arntz M, Bollen TL, van Delden OM, van den Heuvel D, van der Leij C, van Lienden KP, Moelker A, Bonsing BA, Borel Rinkes IH, Bosscha K, van Dam RM, Derksen WJM, den Dulk M, Festen S, Groot Koerkamp B, de Haas RJ, Hagendoorn J, van der Harst E, de Hingh IH, Kazemier G, van der Kolk M, Liem M, Lips DJ, Luyer MD, de Meijer VE, Mieog JS, Nieuwenhuijs VB, Patijn GA, Te Riele WW, Roos D, Schreinemakers JM, Stommel MWJ, Wit F, Zonderhuis BA, Daamen LA, van Werkhoven CH, Molenaar IQ, van Santvoort HC. Algorithm-based care versus usual care for the early recognition and management of complications after pancreatic resection in the Netherlands: an open-label, nationwide, stepped-wedge cluster-randomised trial. Lancet 2022; 399:1867-1875. [PMID: 35490691 DOI: 10.1016/s0140-6736(22)00182-9] [Citation(s) in RCA: 47] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 12/09/2021] [Accepted: 12/16/2021] [Indexed: 10/18/2022]
Abstract
BACKGROUND Early recognition and management of postoperative complications, before they become clinically relevant, can improve postoperative outcomes for patients, especially for high-risk procedures such as pancreatic resection. METHODS We did an open-label, nationwide, stepped-wedge cluster-randomised trial that included all patients having pancreatic resection during a 22-month period in the Netherlands. In this trial design, all 17 centres that did pancreatic surgery were randomly allocated for the timing of the crossover from usual care (the control group) to treatment given in accordance with a multimodal, multidisciplinary algorithm for the early recognition and minimally invasive management of postoperative complications (the intervention group). Randomisation was done by an independent statistician using a computer-generated scheme, stratified to ensure that low-medium-volume centres alternated with high-volume centres. Patients and investigators were not masked to treatment. A smartphone app was designed that incorporated the algorithm and included the daily evaluation of clinical and biochemical markers. The algorithm determined when to do abdominal CT, radiological drainage, start antibiotic treatment, and remove abdominal drains. After crossover, clinicians were trained in how to use the algorithm during a 4-week wash-in period; analyses comparing outcomes between the control group and the intervention group included all patients other than those having pancreatic resection during this wash-in period. The primary outcome was a composite of bleeding that required invasive intervention, organ failure, and 90-day mortality, and was assessed by a masked adjudication committee. This trial was registered in the Netherlands Trial Register, NL6671. FINDINGS From Jan 8, 2018, to Nov 9, 2019, all 1805 patients who had pancreatic resection in the Netherlands were eligible for and included in this study. 57 patients who underwent resection during the wash-in phase were excluded from the primary analysis. 1748 patients (885 receiving usual care and 863 receiving algorithm-centred care) were included. The primary outcome occurred in fewer patients in the algorithm-centred care group than in the usual care group (73 [8%] of 863 patients vs 124 [14%] of 885 patients; adjusted risk ratio [RR] 0·48, 95% CI 0·38-0·61; p<0·0001). Among patients treated according to the algorithm, compared with patients who received usual care there was a decrease in bleeding that required intervention (47 [5%] patients vs 51 [6%] patients; RR 0·65, 0·42-0·99; p=0·046), organ failure (39 [5%] patients vs 92 [10%] patients; 0·35, 0·20-0·60; p=0·0001), and 90-day mortality (23 [3%] patients vs 44 [5%] patients; 0·42, 0·19-0·92; p=0·029). INTERPRETATION The algorithm for the early recognition and minimally invasive management of complications after pancreatic resection considerably improved clinical outcomes compared with usual care. This difference included an approximate 50% reduction in mortality at 90 days. FUNDING The Dutch Cancer Society and UMC Utrecht.
Collapse
Affiliation(s)
- F Jasmijn Smits
- Department of Surgery, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | - Anne Claire Henry
- Department of Surgery, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | - Marc G Besselink
- Department of Surgery, Cancer Centre Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Olivier R Busch
- Department of Surgery, Cancer Centre Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Casper H van Eijck
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Mark Arntz
- Department of Radiology, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Thomas L Bollen
- Department of Radiology, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | - Otto M van Delden
- Department of Radiology, Cancer Centre Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Daniel van den Heuvel
- Department of Radiology, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | | | - Krijn P van Lienden
- Department of Radiology, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | - Adriaan Moelker
- Department of Radiology and Nuclear Medicine, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Bert A Bonsing
- Department of Surgery, Leiden University Medical Centre, Leiden, Netherlands
| | - Inne H Borel Rinkes
- Department of Surgery, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | - Koop Bosscha
- Department of Surgery, Jeroen Bosch Hospital, Den Bosch, Netherlands
| | - Ronald M van Dam
- Department of Surgery, Maastricht University Medical Centre, Maastricht, Netherlands
| | - Wouter J M Derksen
- Department of Surgery, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | - Marcel den Dulk
- Department of Surgery, Maastricht University Medical Centre, Maastricht, Netherlands
| | - Sebastiaan Festen
- Department of Surgery, Onze Lieve Vrouwe Gasthuis, Amsterdam, Netherlands
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Centre Groningen, University of Groningen, Groningen, Netherlands
| | - Jeroen Hagendoorn
- Department of Surgery, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | | | - Ignace H de Hingh
- Department of Surgery, Catharina Hospital, Eindhoven and GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, Netherlands
| | - Geert Kazemier
- Department of Surgery, Cancer Centre Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Marion van der Kolk
- Department of Surgery, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Mike Liem
- Department of Surgery, Medisch Spectrum Twente, Enschede, Netherlands
| | - Daan J Lips
- Department of Surgery, Medisch Spectrum Twente, Enschede, Netherlands
| | - Misha D Luyer
- Department of Surgery, Catharina Hospital, Eindhoven and GROW-School for Oncology and Developmental Biology, Maastricht University, Maastricht, Netherlands
| | - Vincent E de Meijer
- Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, Netherlands
| | - J Sven Mieog
- Department of Surgery, Leiden University Medical Centre, Leiden, Netherlands
| | | | | | - Wouter W Te Riele
- Department of Surgery, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | - Daphne Roos
- Department of Surgery, Reinier de Graaf Hospital, Delft, Netherlands
| | | | - Martijn W J Stommel
- Department of Surgery, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Fennie Wit
- Department of Surgery, Tjongerschans Hospital, Heerenveen, Netherlands
| | - Babs A Zonderhuis
- Department of Surgery, Cancer Centre Amsterdam, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Lois A Daamen
- Department of Surgery, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | - C Henri van Werkhoven
- Julius Centre for Health Sciences and Primary Care, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | - I Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands
| | - Hjalmar C van Santvoort
- Department of Surgery, Regional Academic Cancer Centre Utrecht, St Antonius Hospital, Nieuwegein and University Medical Centre Utrecht, Utrecht, Netherlands.
| |
Collapse
|
24
|
Driever EG, von Meijenfeldt FA, Adelmeijer J, de Haas RJ, van den Heuvel MC, Nagasami C, Weisel JW, Fondevila C, Porte RJ, Blasi A, Heaton N, Gregory S, Kane P, Bernal W, Zen Y, Lisman T. Nonmalignant portal vein thrombi in patients with cirrhosis consist of intimal fibrosis with or without a fibrin-rich thrombus. Hepatology 2022; 75:898-911. [PMID: 34559897 PMCID: PMC9300169 DOI: 10.1002/hep.32169] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 08/31/2021] [Accepted: 09/07/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIM Portal vein thrombosis (PVT) is a common complication of cirrhosis. The exact pathophysiology remains largely unknown, and treatment with anticoagulants does not lead to recanalization of the portal vein in all patients. A better insight into the structure and composition of portal vein thrombi may assist in developing strategies for the prevention and treatment of PVT. APPROACH AND RESULTS Sixteen prospectively and 63 retrospectively collected nonmalignant portal vein thrombi from patients with cirrhosis who underwent liver transplantation were included. Histology, immunohistochemistry, and scanning electron microscopy were used to assess structure and composition of the thrombi. Most recent CT scans were reanalyzed for thrombus characteristics. Clinical characteristics were related to histological and radiological findings. All samples showed a thickened, fibrotic tunica intima. Fibrin-rich thrombi were present on top of the fibrotic intima in 9/16 prospective cases and in 21/63 retrospective cases. A minority of the fibrotic areas stained focally positive for fibrin/fibrinogen (16% of cases), von Willebrand factor (VWF; 10%), and CD61 (platelets, 21%), while most of the fibrin-rich areas stained positive for those markers (fibrin/fibrinogen, 100%; VWF, 77%; CD61, 100%). No associations were found between clinical characteristics including estimated thrombus age and use of anticoagulants and presence of fibrin-rich thrombi. CONCLUSION We demonstrate that PVT in patients with cirrhosis consists of intimal fibrosis with an additional fibrin-rich thrombus in only one-third of cases. We hypothesize that our observations may explain why not all portal vein thrombi in patients with cirrhosis recanalize by anticoagulant therapy.
Collapse
Affiliation(s)
- Ellen G Driever
- Surgical Research LaboratoryDepartment of SurgeryUniversity Medical Center GroningenGroningenthe Netherlands
| | - Fien A von Meijenfeldt
- Surgical Research LaboratoryDepartment of SurgeryUniversity Medical Center GroningenGroningenthe Netherlands
| | - Jelle Adelmeijer
- Surgical Research LaboratoryDepartment of SurgeryUniversity Medical Center GroningenGroningenthe Netherlands
| | - Robbert J de Haas
- Department of RadiologyUniversity Medical Center GroningenGroningenthe Netherlands
| | - Marius C van den Heuvel
- Department of Pathology and Medical BiologyUniversity Medical Center GroningenGroningenthe Netherlands
| | - Chandrasekaran Nagasami
- Department of Cell and Developmental BiologyUniversity of Pennsylvania School of MedicinePhiladelphiaPennsylvaniaUSA
| | - John W Weisel
- Department of Cell and Developmental BiologyUniversity of Pennsylvania School of MedicinePhiladelphiaPennsylvaniaUSA
| | - Constantino Fondevila
- Department of SurgeryHospital ClínicInstitute d'Investigacions Biomèdica Agustí Pi i Sunyer (IDIBAPS)University of BarcelonaBarcelonaSpain
| | - Robert J Porte
- Department of SurgerySection of Hepatobiliary Surgery and Liver TransplantationUniversity Medical Center GroningenGroningenthe Netherlands
| | - Anabel Blasi
- Anesthesiology DepartmentHospital ClínicInstitute d'Investigacions Biomèdica Agustí Pi i Sunyer (IDIBAPS)University of BarcelonaBarcelonaSpain
| | - Nigel Heaton
- Liver Transplant SurgeryInstitute of Liver StudiesKing's College HospitalLondonUK
| | | | - Pauline Kane
- Department of RadiologyKing's College HospitalLondonUK
| | - William Bernal
- Liver Intensive Care UnitInstitute of Liver StudiesKing's College HospitalLondonUK.,Institute of Liver StudiesKing's College HospitalLondonUK
| | - Yoh Zen
- Department of PathologyInstitute of Liver StudiesKing's College HospitalLondonUK
| | - Ton Lisman
- Surgical Research LaboratoryDepartment of SurgeryUniversity Medical Center GroningenGroningenthe Netherlands.,Department of SurgerySection of Hepatobiliary Surgery and Liver TransplantationUniversity Medical Center GroningenGroningenthe Netherlands
| |
Collapse
|
25
|
Veenstra EB, Ruiter SJS, de Haas RJ, Bokkers RPH, de Jong KP, Noordzij W. Post-treatment three-dimensional voxel-based dosimetry after Yttrium-90 resin microsphere radioembolization in HCC. EJNMMI Res 2022; 12:9. [PMID: 35122166 PMCID: PMC8816978 DOI: 10.1186/s13550-022-00879-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 01/03/2022] [Indexed: 11/11/2022] Open
Abstract
Background Post-therapy [90Y] PET/CT-based dosimetry is currently recommended to validate treatment planning as [99mTc] MAA SPECT/CT is often a poor predictor of subsequent actual [90Y] absorbed dose. Treatment planning software became available allowing 3D voxel dosimetry offering tumour-absorbed dose distributions and dose-volume histograms (DVH). We aim to assess dose–response effects in post-therapy [90Y] PET/CT dosimetry in SIRT-treated HCC patients for predicting overall and progression-free survival (OS and PFS) and four-month follow-up tumour response (mRECIST). Tumour-absorbed dose and mean percentage of the tumour volume (V) receiving ≥ 100, 150, 200, or 250 Gy and mean minimum absorbed dose (D) delivered to 30%, 50%, 70%, and 90% of tumour volume were calculated from DVH’s. Depending on the mean tumour -absorbed dose, treated lesions were assigned to a < 120 Gy or ≥ 120 Gy group. Results Thirty patients received 36 SIRT treatments, totalling 43 lesions. Median tumour-absorbed dose was significantly different between the ≥ 120 Gy (n = 28, 207 Gy, IQR 154–311 Gy) and < 120 Gy group (n = 15, 62 Gy, IQR 49–97 Gy, p <0 .01). Disease control (DC) was found more frequently in the ≥ 120 Gy group (79%) compared to < 120 Gy (53%). Mean tumour-absorbed dose optimal cut-off predicting DC was 131 Gy. Tumour control probability was 54% (95% CI 52–54%) for a mean tumour-absorbed dose of 120 Gy and 90% (95% CI 87–92%) for 284 Gy. Only D30 was significantly different between DC and progressive disease (p = 0.04). For the ≥ 120 Gy group, median OS and PFS were longer (median OS 33 months, [range 8–33 months] and median PFS 23 months [range 4–33 months]) than the < 120 Gy group (median OS 17 months, [range 5–33 months] and median PFS 13 months [range 1–33 months]) (p < 0.01 and p = 0.03, respectively). Conclusions Higher 3D voxel-based tumour-absorbed dose in patients with HCC is associated with four-month DC and longer OS and PFS. DVHs in [90Y] SIRT could play a role in evaluative dosimetry.
Collapse
Affiliation(s)
- Emile B Veenstra
- Department of Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University Medical Center Groningen, University of Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands.
| | - Simeon J S Ruiter
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Reinoud P H Bokkers
- Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Koert P de Jong
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Walter Noordzij
- Department of Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University Medical Center Groningen, University of Groningen, P.O. Box 30.001, 9700 RB, Groningen, The Netherlands
| |
Collapse
|
26
|
Ruiter SJS, Tinguely P, Paolucci I, Engstrand J, Candinas D, Weber S, de Haas RJ, de Jong KP, Freedman J. 3D Quantitative Ablation Margins for Prediction of Ablation Site Recurrence After Stereotactic Image-Guided Microwave Ablation of Colorectal Liver Metastases: A Multicenter Study. Front Oncol 2021; 11:757167. [PMID: 34868968 PMCID: PMC8634106 DOI: 10.3389/fonc.2021.757167] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 10/15/2021] [Indexed: 01/29/2023] Open
Abstract
Background Three-dimensional (3D) volumetric ablation margin assessment after thermal ablation of liver tumors using software has been described, but its predictive value on treatment efficacy when accounting for other factors known to correlate ablation site recurrence (ASR) remains unknown. Purpose To investigate 3D quantitative ablation margins (3D-QAMs) as an algorithm to predict ASR within 1 year after stereotactic microwave ablation (SMWA) for colorectal liver metastases (CRLM). Materials and Methods Sixty-five tumors in 47 patients from a prospective multicenter study of patients undergoing SMWA for CRLM were included in this retrospective 3D-QAM analysis. Using a previously developed algorithm, 3D-QAM defined as the distribution of tumor to ablation surface distances was assessed in co-registered pre- and post-ablation CT scans. The discriminatory power and optimal cutoff values for 3D-QAM were assessed using receiver operating characteristic (ROC) curves. Multivariable logistic regression analysis using generalized estimating equations was applied to investigate the impact of various 3D-QAM outputs on 1-year ASR while accounting for other known influencing factors. Results Ten of the 65 (15.4%) tumors included for 3D-QAM analysis developed ASR. ROC analyses identified i) 3D-QAM <1 mm for >23% of the tumor surface, ii) 3D-QAM <5 mm for >45%, and iii) the minimal ablation margin (MAM) as the 3D-QAM outputs with optimal discriminatory qualities. The multivariable regression model without 3D-QAM yielded tumor diameter and KRAS mutation as 1-year ASR predictors. When adding 3D-QAM, this factor became the main predictor of 1-year ASR [odds ratio (OR) 21.67 (CI 2.48, 165.21) if defined as >23% <1 mm; OR 0.52 (CI 0.29, 0.95) if defined as MAM]. Conclusions 3D-QAM allows objectifiable and standardized assessment of tumor coverage by the ablation zone after SMWA. Our data shows that 3D-QAM represents the most important factor predicting ASR within 1 year after SMWA of CRLM.
Collapse
Affiliation(s)
- Simeon J S Ruiter
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Pascale Tinguely
- Division of Surgery, Department of Clinical Sciences, Karolinska Institutet at Danderyd Hospital, Stockholm, Sweden.,Department of Visceral Surgery and Medicine, Inselspital, University Hospital Bern, Bern, Switzerland
| | - Iwan Paolucci
- ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Jennie Engstrand
- Division of Surgery, Department of Clinical Sciences, Karolinska Institutet at Danderyd Hospital, Stockholm, Sweden
| | - Daniel Candinas
- Department of Visceral Surgery and Medicine, Inselspital, University Hospital Bern, Bern, Switzerland
| | - Stefan Weber
- ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Koert P de Jong
- Department of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, Netherlands
| | - Jacob Freedman
- Division of Surgery, Department of Clinical Sciences, Karolinska Institutet at Danderyd Hospital, Stockholm, Sweden
| |
Collapse
|
27
|
Verhagen MV, Levolger S, Hulshoff JB, Werner MJM, van der Doef HPJ, Viddeleer AR, de Kleine RH, de Haas RJ. Utility of Preoperative Computed Tomography-Based Body Metrics in Relation to Postoperative Complications in Pediatric Liver Transplantation Recipients. Liver Transpl 2021; 27:1779-1787. [PMID: 34118133 PMCID: PMC9291866 DOI: 10.1002/lt.26205] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 05/18/2021] [Accepted: 06/02/2021] [Indexed: 01/13/2023]
Abstract
Computed tomography (CT)-derived body metrics such as skeletal muscle index (SMI), psoas muscle index (PMI), and subcutaneous fat area index (ScFI) are measurable components of sarcopenia, frailty, and nutrition. While these body metrics are advocated in adults for predicting postoperative outcomes after liver transplantation (LT), little is known about their value in pediatric populations. This study assessed the relation between preoperative CT-based body metrics and postoperative short-term outcomes in pediatric LT recipients. Patients aged 0-18 years who underwent a primary LT were retrospectively included (n = 101; median age 0.5 years; range 0.2-17.1). SMI, PMI, and ScFI were derived from preoperative axial CT slices. Postoperative outcomes and complications within 90 days were correlated with the CT-based body metrics. To classify postoperative infections, the Clavien-Dindo (CD) classification was used. Subgroup analyses were performed for age groups (<1, 1-10, and >10 years old). An optimal threshold for test performance was defined using Youden's J-statistic and receiver operating characteristic curve as appropriate. ScFI was significantly (P = 0.001) correlated with moderate to severe postoperative infections (CD grade 3-5) in children aged <1 year, with the optimal ScFI threshold being ≤27.1 cm2 /m2 (sensitivity 80.4% and specificity 77.8%). A weak negative correlation between SMI and the total duration of hospital stay (R = -0.3; P = 0.01) and intensive care unit (ICU) stay (R = -0.3; P = 0.01) was observed in children aged <1 year. No other associations between CT-based body metrics and postoperative outcomes were shown. In children aged <1 year with cirrhotic liver disease undergoing LT, preoperative CT-based body metrics were correlated with moderate to severe postoperative infections (ScFI) and with longer duration of hospital and ICU stay (SMI), and thus can be considered important tools for pre-LT risk assessment.
Collapse
Affiliation(s)
- Martijn V. Verhagen
- Department of RadiologyUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | - Stef Levolger
- Department of RadiologyUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | - Jan Binne Hulshoff
- Department of RadiologyUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | - Maureen J. M. Werner
- Department of Hepatobiliary Surgery and Liver TransplantationUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | - Hubert P. J. van der Doef
- Department of Pediatric GastroenterologyUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | - Alain R. Viddeleer
- Department of RadiologyUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | - Ruben H. de Kleine
- Department of Hepatobiliary Surgery and Liver TransplantationUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | - Robbert J. de Haas
- Department of RadiologyUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| |
Collapse
|
28
|
Boers J, Loudini N, de Haas RJ, Willemsen ATM, van der Vegt B, de Vries EGE, Hospers GAP, Schröder CP, Glaudemans AWJM, de Vries EFJ. Analyzing the Estrogen Receptor Status of Liver Metastases with [ 18F]-FES-PET in Patients with Breast Cancer. Diagnostics (Basel) 2021; 11:diagnostics11112019. [PMID: 34829366 PMCID: PMC8617814 DOI: 10.3390/diagnostics11112019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 10/03/2021] [Accepted: 10/21/2021] [Indexed: 11/16/2022] Open
Abstract
Background: Positron emission tomography (PET) with 16α-[18F]-fluoro-17β-estradiol ([18F]-FES) can visualize estrogen receptor (ER) expression, but it is challenging to determine the ER status of liver metastases, due to high physiological [18F]-FES uptake. We evaluated whether [18F]-FES-PET can be used to determine the ER status of liver metastases, using corresponding liver biopsies as the gold standard. Methods: Patients with metastatic breast cancer (n = 23) were included if they had undergone a [18F]-FES-PET, liver metastasis biopsy, CT-scan, and [18F]-FDG-PET. [18F]-FES-PET scans were assessed by visual and quantitative analysis, tracer uptake was correlated with ER expression measured by immunohistochemical staining and the effects of region-of-interest size and background correction were determined. Results: Visual analysis allowed ER assessment of liver metastases with 100% specificity and 18% sensitivity. Quantitative analysis improved the sensitivity. Reduction of the region-of-interest size did not further improve the results, but background correction improved ER assessment, resulting in 83% specificity and 77% sensitivity. Using separate thresholds for ER+ and ER− metastases, positive and negative predictive values of 100% and 75%, respectively, could be obtained, although 30% of metastases remained inconclusive. Conclusion: In the majority of liver metastases, ER status can be determined with [18F]-FES-PET if background correction and separate thresholds are applied.
Collapse
Affiliation(s)
- Jorianne Boers
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands; (J.B.); (E.G.E.d.V.); (G.A.P.H.); (C.P.S.)
| | - Naila Loudini
- Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands; (N.L.); (A.T.M.W.); (A.W.J.M.G.)
| | - Robbert J. de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands;
| | - Antoon T. M. Willemsen
- Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands; (N.L.); (A.T.M.W.); (A.W.J.M.G.)
| | - Bert van der Vegt
- Department of Pathology, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands;
| | - Elisabeth G. E. de Vries
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands; (J.B.); (E.G.E.d.V.); (G.A.P.H.); (C.P.S.)
| | - Geke A. P. Hospers
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands; (J.B.); (E.G.E.d.V.); (G.A.P.H.); (C.P.S.)
| | - Carolina P. Schröder
- Department of Medical Oncology, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands; (J.B.); (E.G.E.d.V.); (G.A.P.H.); (C.P.S.)
| | - Andor W. J. M. Glaudemans
- Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands; (N.L.); (A.T.M.W.); (A.W.J.M.G.)
| | - Erik F. J. de Vries
- Department of Nuclear Medicine and Molecular Imaging, University Medical Center Groningen, University of Groningen, 9713 Groningen, The Netherlands; (N.L.); (A.T.M.W.); (A.W.J.M.G.)
- Correspondence: ; Tel.: +31-50-36-13599
| |
Collapse
|
29
|
Kirkegård J, Al-Saiddi M, Bratlie SO, Coolsen M, de Haas RJ, den Dulk M, Fristrup C, Greve OJ, Harrison E, Koutouzi G, Miclea RL, Mortensen MB, Nijkamp MW, Persson J, Robertson FP, Slangen JJG, Søreide JA, Wigmore SJ, Mortensen FV. Intra-observer agreements in multidisciplinary team assessments of pancreatic cancer patients. J Surg Oncol 2021; 124:1402-1408. [PMID: 34490905 DOI: 10.1002/jso.26670] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 08/16/2021] [Accepted: 08/29/2021] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND METHODS Treatment strategies for pancreatic cancer patients are made by a multidisciplinary team (MDT) board. We aimed to assess intra-observer variance at MDT boards. Participating units staged, assessed resectability, and made treatment allocations for the same patients as they did two years earlier. We disseminated clinical information and CT images of pancreatic cancer patients judged by one MDT board to have nonmetastatic pancreatic cancer to the participating units. All units were asked to re-assess the TNM stage, resectability, and treatment allocation for each patient. To assess intra-observer variance, we computed %-agreements for each participating unit, defined as low (<50%), moderate (50%-75%), and high (>75%) agreement. RESULTS Eighteen patients were re-assessed by six MDT boards. The overall agreement was moderate for TNM-stage (ranging from 50%-70%) and resectability assessment (53%) but low for treatment allocation (46%). Agreement on resectability assessments was low to moderate. Findings were similar but more pronounced for treatment allocation. We observed a shift in treatment strategy towards increasing use of neoadjuvant chemotherapy, particularly in patients with borderline resectable and locally advanced tumors. CONCLUSIONS We found substantial intra-observer agreement variations across six different MDT boards of 18 pancreatic cancer patients with two years between the first and second assessment.
Collapse
Affiliation(s)
- Jakob Kirkegård
- Department of Surgery, HPB Research Unit, Aarhus University Hospital, Aarhus, Denmark
| | - Mohammed Al-Saiddi
- Department of Radiology, Stavanger University Hospital, Stavanger, Norway
| | - Svein Olav Bratlie
- Department of Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Marielle Coolsen
- Department of Surgery, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, Groningen, the Netherlands
| | - Marcel den Dulk
- Department of Surgery, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Claus Fristrup
- Department of Surgical Gastroenterology, Odense Pancreas Center, Odense University Hospital, Odense, Denmark
| | - Ole Jacob Greve
- Department of Radiology, Stavanger University Hospital, Stavanger, Norway
| | - Ewen Harrison
- Clinical Surgery, Royal Infirmary of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Giasemi Koutouzi
- Department of Radiology, Institute of Clinical Sciences, Sahlgrenska Academy, Gothenburg, Sweden
| | - Razvan L Miclea
- Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Michael B Mortensen
- Department of Surgical Gastroenterology, Odense Pancreas Center, Odense University Hospital, Odense, Denmark
| | - Maarten W Nijkamp
- Department of Surgery, University Medical Center Groningen, Groningen, the Netherlands
| | - Jan Persson
- Department of Surgery, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Francis P Robertson
- Clinical Surgery, Royal Infirmary of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Jules J G Slangen
- Department of Radiology, University Medical Center Groningen, Groningen, the Netherlands
| | - Jon Arne Søreide
- Department of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway.,Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Stephen J Wigmore
- Clinical Surgery, Royal Infirmary of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Frank V Mortensen
- Department of Surgery, HPB Research Unit, Aarhus University Hospital, Aarhus, Denmark
| |
Collapse
|
30
|
Haring MPD, Cuperus FJC, Duiker EW, de Haas RJ, de Meijer VE. Scoping review of clinical practice guidelines on the management of benign liver tumours. BMJ Open Gastroenterol 2021; 8:bmjgast-2020-000592. [PMID: 34362758 PMCID: PMC8351490 DOI: 10.1136/bmjgast-2020-000592] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Accepted: 07/18/2021] [Indexed: 12/18/2022] Open
Abstract
Objective Benign liver tumours (BLT) are increasingly diagnosed as incidentalomas. Clinical implications and management vary across and within the different types of BLT. High-quality clinical practice guidelines are needed, because of the many nuances in tumour types, diagnostic modalities, and conservative and invasive management strategies. Yet, available observational evidence is subject to interpretation which may lead to practice variation. Therefore, we aimed to systematically search for available clinical practice guidelines on BLT, to critically appraise them, and to compare management recommendations. Design A scoping review was performed within MEDLINE, EMBASE, and Web of Science. All BLT guidelines published in peer-reviewed, and English language journals were eligible for inclusion. Clinical practice guidelines on BLT were analysed, compared, and critically appraised using the Appraisal of Guidelines, Research and Evaluation (AGREE II) checklist regarding hepatic haemangioma, focal nodular hyperplasia (FNH), and hepatocellular adenoma (HCA). Preferred Reporting Items for Systematic Reviews and Meta-Analyses recommendations (PRISMA) for scoping reviews were adhered to. Results The literature search yielded unique 367 papers, 348 were excluded after screening of title/abstract, and 16 after full-text screening. Three guidelines were included: the American College of Gastroenterology (ACG; 2014), Brazilian Society of Hepatology (SBH; 2015), and European Association for the Study of the Liver (EASL; 2016). There was no uniformity in the assessment methods for grading and gravity of recommendations between guidelines. Among observed differences were: (1) indications for biopsy in all three tumours; (2) advices on contraceptive pills and follow-up in FNH and HCA; (3) use of an individualised approach to HCA; (4) absence of recommendations for treatment of HCA in men; and (5) approaches to HCA subtype identification on magnetic resonance imaging. Conclusion Recognising differences in recommendations can assist in harmonisation of practice standards and identify unmet needs in research. This may ultimately contribute to improved global patient care.
Collapse
Affiliation(s)
- Martijn P D Haring
- Department of Surgery, University Medical Centre Groningen, Groningen, The Netherlands
| | - Frans J C Cuperus
- Department of Hepatology and Gastroenterology, University Medical Centre Groningen, Groningen, The Netherlands
| | - Evelien W Duiker
- Department of Medical Biology and Pathology, University Medical Centre Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Centre Groningen, Groningen, The Netherlands
| | - Vincent E de Meijer
- Department of Surgery, University Medical Centre Groningen, Groningen, The Netherlands
| |
Collapse
|
31
|
Haring MPD, Spijkerboer CS, Cuperus FJC, Duiker EW, de Jong KP, de Haas RJ, de Meijer VE. Behavior and complications of hepatocellular adenoma during pregnancy and puerperium: a retrospective study and systematic review. HPB (Oxford) 2021; 23:1152-1163. [PMID: 33985906 DOI: 10.1016/j.hpb.2021.04.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 03/30/2021] [Accepted: 04/09/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND Hepatocellular adenomas (HCA) are benign liver tumors at risk of hemorrhage. The influence of pregnancy on HCA growth and potential bleeding remains unclear. This study investigates HCA-associated behavior and bleeding complications during or shortly after pregnancy. METHODS (I) Single center retrospective cohort study of HCA during and after pregnancy (II) Systematic literature review. RESULTS The retrospective study included 11 patients, of which 4 with HCA ≥5 cm. In only two patients HCA showed growth during pregnancy. In this local cohort, no HCA-related hemorrhages occurred during median follow-up of 34 months (interquartile range 19-58 months). The systematic review yielded 33 studies, totaling 90 patients with 99 pregnancies. Of 73 pregnancies without prior HCA-related intervention, 39 HCA remained stable (53.4%), 11 regressed (15.1%), and 23 (31.5%) progressed. Fifteen HCA-related hemorrhages occurred in HCA measuring 6.5-17.0 cm. Eight patients experienced bleeding during pregnancy, two during labor and five postpartum. CONCLUSION Although hemorrhage of HCA during or shortly after pregnancy is rare and only reported in HCA ≥6.5 cm, it can be fatal. Pregnancy in women with HCA, regardless of size, warrant a close surveillance strategy. Observational studies on behavior and management of HCA ≥5 cm during and immediately after pregnancy are needed.
Collapse
Affiliation(s)
- Martijn P D Haring
- University of Groningen, University Medical Center Groningen, Department of Surgery, the Netherlands
| | - Christiaan S Spijkerboer
- University of Groningen, University Medical Center Groningen, Department of Hepatology and Gastroenterology, the Netherlands
| | - Frans J C Cuperus
- University of Groningen, University Medical Center Groningen, Department of Hepatology and Gastroenterology, the Netherlands
| | - Evelien W Duiker
- University of Groningen, University Medical Center Groningen, Department of Medical Biology and Pathology, the Netherlands
| | - Koert P de Jong
- University of Groningen, University Medical Center Groningen, Department of Surgery, the Netherlands
| | - Robbert J de Haas
- University of Groningen, University Medical Center Groningen, Department of Radiology, the Netherlands
| | - Vincent E de Meijer
- University of Groningen, University Medical Center Groningen, Department of Surgery, the Netherlands.
| |
Collapse
|
32
|
Kuipers H, Hoogwater FJH, Holtman GA, van der Hoorn A, de Boer MT, de Haas RJ. Clinical value of diffusion-weighted MRI for differentiation between benign and malignant gallbladder disease: a systematic review and meta-analysis. Acta Radiol 2021; 62:987-996. [PMID: 32830511 DOI: 10.1177/0284185120950115] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND Radiological differentiation between benign and malignant gallbladder disease is important but remains challenging. Furthermore, the clinical value of diffusion-weighted imaging (DWI) remains unclear. PURPOSE To determine the value of DWI in discriminating benign from malignant gallbladder disease by conducting a systematic review and meta-analysis. MATERIAL AND METHODS The literature was systematically searched. Studies analyzing diagnostic value of DWI in gallbladder disease with histopathology or follow-up as reference standard were included. Study selection and data extraction were done by two reviewers independently. Methodological quality was assessed using the QUADAS-2 tool. Sensitivity and specificity were calculated and displayed in a forest plot. A sensitivity analysis was performed in case of outliers. Pooled sensitivity and specificity of DWI were plotted on a hierarchical summary receiver operating characteristic curve. If available, the added value of DWI to conventional magnetic resonance imaging (MRI) sequences was analyzed. RESULTS Out of 2456 articles, eight studies fulfilled the inclusion criteria; 592 patients with 221 malignant lesions were included. Pooled sensitivity and specificity rates were 0.87 and 0.84, respectively. In two studies, diagnostic accuracy rates improved after adding DWI to conventional MRI (64% and 75% for conventional MRI vs. 89% and 94% after combining conventional MRI with DWI). In another study, the area under the curve increased from 0.92 to 0.95. CONCLUSION DWI appears to be an accurate imaging technique in discriminating benign from malignant gallbladder disease. To achieve optimal patient care, it should be part of multiparametric MRI and should be combined with other imaging modalities.
Collapse
Affiliation(s)
- Hendrien Kuipers
- Department of Surgery, Section Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Frederik JH Hoogwater
- Department of Surgery, Section Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Gea A Holtman
- Department of General Practice and Elderly Care Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Anouk van der Hoorn
- Department of Radiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Marieke T de Boer
- Department of Surgery, Section Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| |
Collapse
|
33
|
Affiliation(s)
- Marcel Zorgdrager
- Department of Radiology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Anne Loes van den Boom
- Department of Surgery, Division of Hepatobiliary Surgery, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands.
| |
Collapse
|
34
|
Aapkes SE, de Haas RJ, Bernts LHP, Blijdorp CJ, Dekker SEI, van Gastel MDA, Meijer E, Veldman A, Drenth JPH, Gansevoort RT. Incident Gallstones During Somatostatin Analog Treatment are Associated with Acute Biliary Complications Especially After Discontinuation. Drugs R D 2021; 21:179-188. [PMID: 33779943 PMCID: PMC8206401 DOI: 10.1007/s40268-021-00342-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2021] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Gallstones are a known adverse effect of somatostatin analogs, but the exact incidence and clinical implications are unknown. OBJECTIVES The aim of this study was to investigate the incidence of gallstones on imaging and related complications in unbiased trial data. METHODS Data from the DIPAK 1 trial, in which 305 polycystic kidney disease patients were randomized to standard of care (SoC) or lanreotide for 120 weeks, were used. Magnetic resonance imaging (MRI) was performed at baseline and end of treatment and was assessed for the presence, number, and size of gallstones. For all patients who had gallstones at the end of the trial, we obtained follow-up after the trial. RESULTS Of 249 patients with data available, 11 patients randomized to lanreotide and four randomized to SoC had gallstones at baseline. During the study, new gallstones were formed in 19/124 patients using lanreotide (15%) and 1/125 patients receiving SoC (1%). The odds ratio for gallstone formation with lanreotide use was 25.9 (95% confidence interval 3.37-198.8; p < 0.001). Gallstones during lanreotide treatment were multiple (> 20 stones in 69% of patients) and small (≤ 3 mm in 63% of patients). Of the 19 patients with incident gallstones during lanreotide treatment, 9 experienced gallstone-associated complications, 8 of whom experienced gallstone-associated complications after discontinuation of treatment (median time after discontinuation 2.5 years). In patients with gallstones at baseline and in patients receiving SoC, no complications occurred. CONCLUSIONS Treatment with a somatostatin analog leads to the formation of multiple, small gallstones that are associated with severe complications, especially after discontinuation of therapy. CLINICAL TRIAL REGISTRY WEBSITE AND TRIAL NUMBER ClinicalTrials.gov ( https://clinicaltrials.gov ); NCT01616927.
Collapse
Affiliation(s)
- Sophie E Aapkes
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9700 RB, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Lucas H P Bernts
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Charles J Blijdorp
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Sosha E I Dekker
- Department of Nephrology, Leiden University Medical Center, Leiden, The Netherlands
| | - Maatje D A van Gastel
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9700 RB, Groningen, The Netherlands
| | - Esther Meijer
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9700 RB, Groningen, The Netherlands
| | - Abigail Veldman
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9700 RB, Groningen, The Netherlands
| | - Joost P H Drenth
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Ron T Gansevoort
- Department of Nephrology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, 9700 RB, Groningen, The Netherlands.
| |
Collapse
|
35
|
Verhagen MV, Dikkers R, de Kleine RH, Kwee TC, van der Doef HPJ, de Haas RJ. Assessment of hepatic artery anatomy in pediatric liver transplant recipients: MR angiography versus CT angiography. Pediatr Transplant 2021; 25:e14002. [PMID: 33729659 DOI: 10.1111/petr.14002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 01/27/2021] [Accepted: 02/23/2021] [Indexed: 12/15/2022]
Abstract
During LT screening, children undergo CTA to determine hepatic artery anatomy. However, CTA imparts radiation, unlike MRA. The aim was to compare MRA to CTA in assessing hepatic artery anatomy in pediatric LT recipients. Twenty-one children (median age 8.9 years) who underwent both CTA and fl3D-ce MRA before LT were retrospectively included. Interreader variability between 2 radiologists, image quality, movement artifacts, and confidence scores, were used to compare MRA to CTA. Subgroup analyses for ages <6 years and ≥6 years were performed. Interreader variability for MRA and CTA in children <6 years was comparable (k = 0.839 and k = 0.757, respectively), while in children ≥6 years CTA was superior to MRA (k 1.000 and k 0.000, respectively). Overall image quality and confidence scores of CTA were significantly higher compared to MRA at all ages (2.8/3 vs. 2.3/3, p = .001; and 2.9/3 vs. 2.5/3, p = .003, respectively). Movement artifacts were significantly lower in CTA compared to MRA in children ≥6 years (1.0/3 vs. 1.7/3, p = .010, respectively). CTA is preferred over fl3D-ce MRA for the preoperative assessment of hepatic artery anatomy in children receiving LT, both at ages <6 years and ≥6 years.
Collapse
Affiliation(s)
- Martijn V Verhagen
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Riksta Dikkers
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Ruben H de Kleine
- Department of Surgery, Section HPB Surgery and Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Thomas C Kwee
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Hubert P J van der Doef
- Department of Pediatric Gastroenterology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| |
Collapse
|
36
|
Yin Y, Yakar D, Dierckx RAJO, Mouridsen KB, Kwee TC, de Haas RJ. Liver fibrosis staging by deep learning: a visual-based explanation of diagnostic decisions of the model. Eur Radiol 2021; 31:9620-9627. [PMID: 34014382 PMCID: PMC8589780 DOI: 10.1007/s00330-021-08046-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 05/04/2021] [Indexed: 12/14/2022]
Abstract
Objectives Deep learning has been proven to be able to stage liver fibrosis based on contrast-enhanced CT images. However, until now, the algorithm is used as a black box and lacks transparency. This study aimed to provide a visual-based explanation of the diagnostic decisions made by deep learning. Methods The liver fibrosis staging network (LFS network) was developed at contrast-enhanced CT images in the portal venous phase in 252 patients with histologically proven liver fibrosis stage. To give a visual explanation of the diagnostic decisions made by the LFS network, Gradient-weighted Class Activation Mapping (Grad-cam) was used to produce location maps indicating where the LFS network focuses on when predicting liver fibrosis stage. Results The LFS network had areas under the receiver operating characteristic curve of 0.92, 0.89, and 0.88 for staging significant fibrosis (F2–F4), advanced fibrosis (F3–F4), and cirrhosis (F4), respectively, on the test set. The location maps indicated that the LFS network had more focus on the liver surface in patients without liver fibrosis (F0), while it focused more on the parenchyma of the liver and spleen in case of cirrhosis (F4). Conclusions Deep learning methods are able to exploit CT-based information from the liver surface, liver parenchyma, and extrahepatic information to predict liver fibrosis stage. Therefore, we suggest using the entire upper abdomen on CT images when developing deep learning–based liver fibrosis staging algorithms. Key Points • Deep learning algorithms can stage liver fibrosis using contrast-enhanced CT images, but the algorithm is still used as a black box and lacks transparency. • Location maps produced by Gradient-weighted Class Activation Mapping can indicate the focus of the liver fibrosis staging network. • Deep learning methods use CT-based information from the liver surface, liver parenchyma, and extrahepatic information to predict liver fibrosis stage. Supplementary Information The online version contains supplementary material available at 10.1007/s00330-021-08046-x.
Collapse
Affiliation(s)
- Yunchao Yin
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Derya Yakar
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Rudi A J O Dierckx
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Kim B Mouridsen
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
- Department of Clinical Medicine - Center of Functionally Integrative Neuroscience, Aarhus University, Aarhus, Denmark
| | - Thomas C Kwee
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, Medical Imaging Center Groningen, University of Groningen, University Medical Center Groningen, PO Box 30001, 9700 RB, Groningen, The Netherlands.
| |
Collapse
|
37
|
van Rijn R, Schurink IJ, de Vries Y, van den Berg AP, Cortes Cerisuelo M, Darwish Murad S, Erdmann JI, Gilbo N, de Haas RJ, Heaton N, van Hoek B, Huurman VAL, Jochmans I, van Leeuwen OB, de Meijer VE, Monbaliu D, Polak WG, Slangen JJG, Troisi RI, Vanlander A, de Jonge J, Porte RJ. Hypothermic Machine Perfusion in Liver Transplantation - A Randomized Trial. N Engl J Med 2021; 384:1391-1401. [PMID: 33626248 DOI: 10.1056/nejmoa2031532] [Citation(s) in RCA: 269] [Impact Index Per Article: 89.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND Transplantation of livers obtained from donors after circulatory death is associated with an increased risk of nonanastomotic biliary strictures. Hypothermic oxygenated machine perfusion of livers may reduce the incidence of biliary complications, but data from prospective, controlled studies are limited. METHODS In this multicenter, controlled trial, we randomly assigned patients who were undergoing transplantation of a liver obtained from a donor after circulatory death to receive that liver either after hypothermic oxygenated machine perfusion (machine-perfusion group) or after conventional static cold storage alone (control group). The primary end point was the incidence of nonanastomotic biliary strictures within 6 months after transplantation. Secondary end points included other graft-related and general complications. RESULTS A total of 160 patients were enrolled, of whom 78 received a machine-perfused liver and 78 received a liver after static cold storage only (4 patients did not receive a liver in this trial). Nonanastomotic biliary strictures occurred in 6% of the patients in the machine-perfusion group and in 18% of those in the control group (risk ratio, 0.36; 95% confidence interval [CI], 0.14 to 0.94; P = 0.03). Postreperfusion syndrome occurred in 12% of the recipients of a machine-perfused liver and in 27% of those in the control group (risk ratio, 0.43; 95% CI, 0.20 to 0.91). Early allograft dysfunction occurred in 26% of the machine-perfused livers, as compared with 40% of control livers (risk ratio, 0.61; 95% CI, 0.39 to 0.96). The cumulative number of treatments for nonanastomotic biliary strictures was lower by a factor of almost 4 after machine perfusion, as compared with control. The incidence of adverse events was similar in the two groups. CONCLUSIONS Hypothermic oxygenated machine perfusion led to a lower risk of nonanastomotic biliary strictures following the transplantation of livers obtained from donors after circulatory death than conventional static cold storage. (Funded by Fonds NutsOhra; DHOPE-DCD ClinicalTrials.gov number, NCT02584283.).
Collapse
Affiliation(s)
- Rianne van Rijn
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Ivo J Schurink
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Yvonne de Vries
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Aad P van den Berg
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Miriam Cortes Cerisuelo
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Sarwa Darwish Murad
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Joris I Erdmann
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Nicholas Gilbo
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Robbert J de Haas
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Nigel Heaton
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Bart van Hoek
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Volkert A L Huurman
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Ina Jochmans
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Otto B van Leeuwen
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Vincent E de Meijer
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Diethard Monbaliu
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Wojciech G Polak
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Jules J G Slangen
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Roberto I Troisi
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Aude Vanlander
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Jeroen de Jonge
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| | - Robert J Porte
- From the Department of Surgery, Section of Hepatobiliary Surgery and Liver Transplantation (R.R., Y.V., O.B.L., V.E.M., R.J.P.), the Departments of Gastroenterology and Hepatology (A.P.B.) and Radiology (R.J.H., J.J.G.S.), University of Groningen, University Medical Center Groningen, Groningen, the Departments of Surgery (I.J.S., W.G.P., J.J.) and Gastroenterology and Hepatology (S.D.M.), Erasmus University Medical Center, Rotterdam, and the Departments of Surgery (J.I.E., V.A.L.H.) and Gastroenterology and Hepatology (B.H.), Leiden University Medical Center, Leiden - all in the Netherlands; the Institute of Liver Studies, Kings College Hospital NHS Foundation Trust, London (M.C.C., N.H.); the Transplantation Research Group, the Department of Microbiology, Immunology, and Transplantation, Katholieke Universiteit Leuven, and the Department of Abdominal Transplantation Surgery and Coordination, University Hospitals Leuven, Leuven (N.G., I.J., D.M.), and the Department of Transplant Surgery, Ghent University Hospital, Ghent (R.I.T., A.V.) - both in Belgium
| |
Collapse
|
38
|
Kuipers H, Hoogwater FJH, Holtman GA, Slangen JJG, de Haas RJ, de Boer MT. Diagnostic performance of preoperative CT in differentiating between benign and malignant origin of suspicious gallbladder lesions. Eur J Radiol 2021; 138:109619. [PMID: 33676357 DOI: 10.1016/j.ejrad.2021.109619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 02/06/2021] [Accepted: 02/23/2021] [Indexed: 10/22/2022]
Abstract
PURPOSE To determine diagnostic performance of preoperative CT in differentiating between benign and malignant suspicious gallbladder lesions and to develop a preoperative risk score. METHOD All patients referred between January 2007 and September 2018 for suspicion of gallbladder cancer (GBC) or incidentally found GBC were retrospectively analyzed. Patients were excluded when preoperative CT or histopathologic examination was lacking. Two radiologists, blinded to histopathology results, independently reviewed CT images to differentiate benign disease from GBC. Multivariable analysis and internal validation were used to develop a risk score for GBC. Model discrimination, calibration, and diagnostic performance were assessed. RESULTS In total, 118 patients with 39 malignant (33 %) and 79 benign (67 %) lesions were included. Sensitivity of CT for diagnosing GBC was 90 % (95 % confidence interval [CI]: 76-97). Specificity rates were 61 % (95 % CI: 49-72) and 59 % (95 % CI: 48-70). Three predictors of GBC (irregular lesion aspect, absence of fat stranding, and locoregional lymphadenopathy) were included in the risk score ranging from -1 to 4. Adequate performance was found (AUC: 0.79, calibration slope: 0.89). In patients allocated >0 points, the model showed higher performance in excluding GBC than the radiologists (sensitivity 92 % [95 % CI: 79-98]). Moreover, when allocated >3 points, the risk score was superior in diagnosing GBC (specificity 99 % [95 % CI: 93-100]). CONCLUSIONS Sensitivity rates of CT for differentiation between benign and malignant gallbladder lesions are high, however specificity rates are relatively low. The proposed risk score may facilitate differentiation between benign and malignant suspicious gallbladder lesions.
Collapse
Affiliation(s)
- Hendrien Kuipers
- Department of Surgery, Section Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
| | - Frederik J H Hoogwater
- Department of Surgery, Section Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
| | - Gea A Holtman
- Department of General Practice and Elderly Care Medicine, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
| | - Jules J G Slangen
- Department of Radiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
| | - Robbert J de Haas
- Department of Radiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands.
| | - Marieke T de Boer
- Department of Surgery, Section Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, The Netherlands
| |
Collapse
|
39
|
Vuurberg NE, Bakker I, van den Boom AL, de Haas RJ, Duiker EW, van den Heuvel MC, Klaase JM. Surgery for Ampullary Cancer in a Patient with Pancreatic Lipomatosis Caused by Cystic Fibrosis. Case Rep Gastroenterol 2020; 14:695-701. [PMID: 33442351 PMCID: PMC7772853 DOI: 10.1159/000511129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 08/13/2020] [Indexed: 12/04/2022] Open
Abstract
A patient with cystic fibrosis (CF) with pancreatic insufficiency presented with jaundice due to an ampullary tumour. CF is known for a higher incidence of gastrointestinal malignancies. The patient suffered from pancreatic insufficiency. At computed tomography (CT), pancreatic lipomatosis with absence of the pancreatic duct was seen. This is uncommon, also in patients with CF. During surgery, a total pancreatectomy was performed, because there was no possibility to construct a duct to mucosa anastomosis due to the absence of the pancreatic duct and more importantly the pancreas was already afunctional. The presence of lipomatosis increases the risk of leakage at the pancreaticojejunal anastomosis. Therefore, it is important to take this phenomenon, in this case already visible on the preoperative CT scan, into account during the workup for surgery.
Collapse
Affiliation(s)
- Nienke E Vuurberg
- University Medical Center Groningen, Department of Surgery, Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, Groningen, The Netherlands
| | - Ilsalien Bakker
- University Medical Center Groningen, Department of Surgery, Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, Groningen, The Netherlands
| | - Anne Loes van den Boom
- University Medical Center Groningen, Department of Surgery, Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, Groningen, The Netherlands
| | - Robbert J de Haas
- University Medical Center Groningen, Department of Radiology, University of Groningen, Groningen, The Netherlands
| | - Evelien W Duiker
- University Medical Center Groningen, Department of Pathology, University of Groningen, Groningen, The Netherlands
| | - Marius C van den Heuvel
- University Medical Center Groningen, Department of Pathology, University of Groningen, Groningen, The Netherlands
| | - Joost M Klaase
- University Medical Center Groningen, Department of Surgery, Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, University of Groningen, Groningen, The Netherlands
| |
Collapse
|
40
|
Wiersema R, Kaufmann T, van der Veen HN, de Haas RJ, Franssen CF, Koeze J, van der Horst IC, Keus F. Diagnostic accuracy of arterial and venous renal Doppler assessment for acute kidney injury in critically ill patients: A prospective study. J Crit Care 2020; 59:57-62. [DOI: 10.1016/j.jcrc.2020.05.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 04/22/2020] [Accepted: 05/23/2020] [Indexed: 12/24/2022]
|
41
|
Post A, den Deurwaarder ESG, Bakker SJL, de Haas RJ, van Meurs M, Gansevoort RT, Berger SP. Kidney Infarction in Patients With COVID-19. Am J Kidney Dis 2020; 76:431-435. [PMID: 32479921 PMCID: PMC7258815 DOI: 10.1053/j.ajkd.2020.05.004] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 05/23/2020] [Indexed: 02/08/2023]
Abstract
Coronavirus disease 2019 (COVID-19) is a contagious life-threatening infection caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Recent findings indicate an increased risk for acute kidney injury during COVID-19 infection. The pathophysiologic mechanisms leading to acute kidney injury in COVID-19 infection are unclear but may include direct cytopathic effects of the virus on kidney tubular and endothelial cells, indirect damage caused by virus-induced cytokine release, and kidney hypoperfusion due to a restrictive fluid strategy. In this report of 2 cases, we propose an additional pathophysiologic mechanism. We describe 2 cases in which patients with COVID-19 infection developed a decrease in kidney function due to kidney infarction. These patients did not have atrial fibrillation. One of these patients was treated with therapeutic doses of low-molecular-weight heparin, after which no further deterioration in kidney function was observed. Our findings implicate that the differential diagnosis of acute kidney injury in COVID-19-infected patients should include kidney infarction, which may have important preventive and therapeutic implications.
Collapse
Affiliation(s)
- Adrian Post
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
| | | | - Stephan J L Bakker
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Robbert J de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Matijs van Meurs
- Department of Critical Care, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Ron T Gansevoort
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Stefan P Berger
- Department of Internal Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| |
Collapse
|
42
|
Hepkema JT, Poelmann FB, Gouw AS, de Haas RJ, Duiker EW, Blokzijl H, Klaase JM. Malignant Transformation of an HNF1a-Inactivated Hepatocellular Adenoma to Hepatocellular Carcinoma. Case Rep Gastroenterol 2020; 14:577-585. [PMID: 33250700 PMCID: PMC7670361 DOI: 10.1159/000510215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2020] [Accepted: 07/10/2020] [Indexed: 11/19/2022] Open
Abstract
Hepatocellular adenomas (HCA) are rare benign tumors of the liver, occurring predominantly in females using oral contraceptives. Our case describes a 66-year-old woman presenting with a palpable mass in her upper abdomen. Contrast-enhanced computed tomography and magnetic resonance imaging showed a large exophytic mass protruding from the caudal border of liver segments IV and V, without visible metastases. Laparoscopic resection of the tumor and gallbladder was performed. Histopathological examination showed a hepatocellular carcinoma with areas of HNF1a-HCA (H-HCA). This case shows that malignant transformation is possible in H-HCA. We present our preoperative decision-making process, as well as the role of imaging techniques in this rare case.
Collapse
Affiliation(s)
- Joris T. Hepkema
- Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Floris B. Poelmann
- Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Annette S.H. Gouw
- Department of Medical Biology and Pathology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Robbert J. de Haas
- Department of Radiology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Evelien W. Duiker
- Department of Medical Biology and Pathology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Hans Blokzijl
- Department of Gastroenterology and Hepatology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Joost M. Klaase
- Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Department of Surgery, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| |
Collapse
|
43
|
Hulshoff JB, Cuperus FJC, de Haas RJ. Mass-Forming Portal Biliopathy Presenting as Extreme Wall-Thickening of the Common Bile Duct. Diagnostics (Basel) 2020; 10:diagnostics10090623. [PMID: 32842665 PMCID: PMC7554880 DOI: 10.3390/diagnostics10090623] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 08/15/2020] [Accepted: 08/20/2020] [Indexed: 12/31/2022] Open
Abstract
Portal biliopathy refers to biliary tree abnormalities in patients with peribiliary collateral vessels and non-neoplastic extrahepatic portal vein occlusion. These biliary abnormalities are caused by vascular compression and ischemic damage of the biliary tree, which can result in bile duct compression, stenosis, fibrotic strictures, bile duct dilation, and thickening of the bile duct wall. Portal biliopathy is difficult to distinguish from cholangiocarcinoma, IgG4-related disease, and sclerosing cholangitis. Although most patients are asymptomatic, portal biliopathy can lead to serious complications, such as recurrent cholangitis. This case illustrates the importance of including portal biliopathy in the differential diagnosis at an early stage, especially in patients with portal hypertension. With early recognition, the need for additional invasive diagnostic procedures such as biopsies is minimized. Pathogenesis, clinical presentation, diagnostics, and treatment options of portal biliopathy are described in the article.
Collapse
Affiliation(s)
- Jan Binne Hulshoff
- Department of Radiology, University of Groningen, University Medical Center Groningen, P.O. Box 30 001, 9700 RB Groningen, The Netherlands;
| | - Frans J. C. Cuperus
- Department of Gastroenterology, University of Groningen, University Medical Center Groningen, P.O. Box 30 001, 9700 RB Groningen, The Netherlands;
| | - Robbert J. de Haas
- Department of Radiology, University of Groningen, University Medical Center Groningen, P.O. Box 30 001, 9700 RB Groningen, The Netherlands;
- Correspondence: ; Tel.: +31-50-361-61-61
| |
Collapse
|
44
|
Leimkühler M, de Haas RJ, Pol VEH, Hemmer PHJ, Been LB, van Ginkel RJ, Kruijff S, de Bock GH, van Leeuwen BL. Adding diagnostic laparoscopy to computed tomography for the evaluation of peritoneal metastases in patients with colorectal cancer: A retrospective cohort study. Surg Oncol 2020; 33:135-140. [PMID: 32561078 DOI: 10.1016/j.suronc.2020.02.010] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 01/13/2020] [Accepted: 02/13/2020] [Indexed: 01/29/2023]
Abstract
BACKGROUND Despite its widespread use, computed tomography (CT) is not perfect for evaluating peritoneal metastases of colorectal origin before cytoreductive surgery and hyperthermic intraperitoneal chemotherapy (CRS + HIPEC). We therefore evaluated the value of adding diagnostic laparoscopy to CT when assessing patient eligibility for CRS + HIPEC. METHODS This was a retrospective study of a consecutive series of 112 patients evaluated systematically by diagnostic laparoscopy and CT between January 2012 and January 2018. Patient eligibility for CRS + HIPEC was assessed by the peritoneal cancer index (PCI) both at the time of initial diagnostic laparoscopy and during the retrospective review of CT images. Two experienced radiologists who were blinded to the PCI result at laparoscopy then independently estimated the PCI based on CT imaging. The primary outcome was the number of patients eligible for CRS + HIPEC by each method. RESULTS We identified 112 patients, of whom 95 (85%) were eligible for CRS + HIPEC based on diagnostic laparoscopy and 84 underwent CRS + HIPEC. Overall, 14 patients (17%) experienced an "open-and-close" procedure. In contrast to diagnostic laparoscopy, 100 patients (89%) were identified as being eligible for CRS + HIPEC by CT (p = 0.13), which would have resulted in an additional five open-and-close procedures. CONCLUSIONS Adding diagnostic laparoscopy to CT produced a clinically relevant, but statistically non-significant, reduction in the number of patients eligible for CRS + HIPEC. We conclude that diagnostic laparoscopy may be of use in preoperative assessments when systematic analysis by CT scores the PCI as greater than ten. Future research should focus on the cost-effectiveness of this approach.
Collapse
Affiliation(s)
- Maleen Leimkühler
- Department of Surgery, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands
| | - Robbert J de Haas
- Department of Radiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands
| | - Vincent E H Pol
- Department of Radiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands
| | - Patrick H J Hemmer
- Department of Surgery, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands
| | - Lukas B Been
- Department of Surgery, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands
| | - Robert J van Ginkel
- Department of Surgery, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands
| | - Schelto Kruijff
- Department of Surgery, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands
| | - Geertruida H de Bock
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands
| | - Barbara L van Leeuwen
- Department of Surgery, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713 GZ, Groningen, the Netherlands.
| |
Collapse
|
45
|
Haring MPD, Vriesendorp TM, Klein Wassink‐Ruiter JS, de Haas RJ, Gouw ASH, de Meijer VE. Diagnosis of hepatocellular adenoma in men before onset of diabetes in HNF1A-MODY: Watch out for winkers. Liver Int 2019; 39:2042-2045. [PMID: 31483937 PMCID: PMC6899532 DOI: 10.1111/liv.14235] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Revised: 08/26/2019] [Accepted: 08/27/2019] [Indexed: 12/13/2022]
Abstract
Hepatocyte nuclear factor 1A (HNF1A) maturity-onset diabetes of the young (MODY) is a monogenetic, autosomal dominantly inherited form of diabetes. HNF1A-MODY is associated with HNF1A-inactivated hepatocellular adenoma (H-HCA) formation. Hepatocellular adenoma (HCA) are benign liver tumours and related complications are rare but serious: hepatic haemorrhage and malignant transformation. Guidelines recommend resection of all HCA in men and do not take any co-occurring metabolic disorders into account. We report a family with HCA preceding diabetes mellitus. Male index patient presented with numerous, irresectable HCA. After initial diagnostic and aetiologic uncertainty HNF1A germline mutation c.815G>A (p.Arg272His) was confirmed 8 years later. No HCA-related complications occurred. His diabetic mother was diagnosed with HCA after severe hepatic haemorrhage years before. HNF1A-MODY should be considered in (non-)diabetic (male) patients with H-HCA. We advocate liver biopsy and, if necessary, genetic analysis to precede any intervention for HCA in males and screening for HCA in HNF1A-MODY patients.
Collapse
Affiliation(s)
- Martijn P. D. Haring
- Department of SurgeryUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | | | | | - Robbert J. de Haas
- Department of RadiologyUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | - Annette S. H. Gouw
- Department of Pathology and Medical BiologyUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| | - Vincent E. de Meijer
- Department of SurgeryUniversity Medical Center GroningenUniversity of GroningenGroningenthe Netherlands
| |
Collapse
|
46
|
Haring MPD, Gouw ASH, de Haas RJ, Cuperus FJC, de Jong KP, de Meijer VE. The effect of oral contraceptive pill cessation on hepatocellular adenoma diameter: A retrospective cohort study. Liver Int 2019; 39:905-913. [PMID: 30773766 PMCID: PMC6593966 DOI: 10.1111/liv.14074] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Revised: 01/24/2019] [Accepted: 01/30/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND & AIMS Hepatocellular adenomas (HCA) are rare, hormone-driven, benign liver tumours. HCA >50 mm are associated with haemorrhage and malignant transformation. Guidelines recommend cessation of oral contraceptive pills (OCP) for size reduction; however, it is currently unknown how HCA respond to cessation of OCP. We sought to investigate the effect of OCP cessation on HCA size. METHODS A retrospective cohort study was performed including HCA patients who stopped OCP intake within 6 months of imaging between 2005 and 2018. Biometrics and hormonal medication use were evaluated with self-designed questionnaires. Response of the largest HCA was evaluated according to Response Evaluation Criteria in Solid Tumours (RECISTv1.1). Cox regression was performed for analysis of factors influencing HCA regression. RESULTS Seventy-eight HCA patients were included, diagnosed at a median (interquartile range) age of 32 (26-41) years. Follow-up was 1.6 (0.4-2.9) years. HCA size at diagnosis ranged 10-167 mm. After a median time of 1.3 (0.6-2.6) years after OCP cessation, 37.2% of HCA showed ≥30% regression, 5.1% complete regression, 56.4% stability and 1.3% progression. No HCA-induced complications were observed during follow-up. Cox regression analysis demonstrated a significant association of HCA size with rate of regression; 50 ≤ HCA < 100 mm (HR 2.4, 95% CI 1.1-5.3; P < 0.05), HCA ≥ 100 mm (HR 8.3, 95% CI 3.3-21.6; P < 0.001). CONCLUSIONS Ninety-eight per cent of HCA remained stable or regressed after OCP cessation. A longer wait-and-see period was associated with a larger proportion of regressing HCA, without HCA-related complications during follow-up.
Collapse
Affiliation(s)
- Martijn P. D. Haring
- Department of Hepatopancreatobiliary Surgery and Liver TransplantationUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Annette S. H. Gouw
- Department of PathologyUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Robbert J. de Haas
- Department of RadiologyUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Frans J. C. Cuperus
- Department of HepatologyUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Koert P. de Jong
- Department of Hepatopancreatobiliary Surgery and Liver TransplantationUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Vincent E. de Meijer
- Department of Hepatopancreatobiliary Surgery and Liver TransplantationUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| |
Collapse
|
47
|
Wiersema R, Castela Forte JN, Kaufmann T, de Haas RJ, Koster G, Hummel YM, Koeze J, Franssen CFM, Vos ME, Hiemstra B, Keus F, van der Horst ICC. Observational Study Protocol for Repeated Clinical Examination and Critical Care Ultrasonography Within the Simple Intensive Care Studies. J Vis Exp 2019. [PMID: 30735183 DOI: 10.3791/58802] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
Longitudinal evaluations of critically ill patients by combinations of clinical examination, biochemical analysis and critical care ultrasonography (CCUS) may detect adverse events of interventions such as fluid overload at an early stage. The Simple Intensive Care Studies (SICS) is a research line that focuses on the prognostic and diagnostic value of combinations of clinical variables. The SICS-I specifically focused on the use of clinical variables obtained within 24 h of acute admission for prediction of cardiac output (CO) and mortality. Its sequel, SICS-II, focuses on repeated evaluations during ICU admission. The first clinical examination by trained researchers is performed within 3 h after admission consisting of physical examination and educated guessing. The second clinical examination is performed within 24 h after admission and includes physical examination and educated guessing, biochemical analysis and CCUS assessments of heart, lungs, inferior vena cava (IVC) and kidney. This evaluation is repeated at days 3 and 5 after admission. CCUS images are validated by an independent expert, and all data is registered in an online secured database. Follow-up at 90 days includes registration of complications and survival status according to patient's medical charts and the municipal person registry. The primary focus of SICS-II is the association between venous congestion and organ dysfunction. The purpose of publishing this protocol is to provide details on the structure and methods of this on-going prospective observational cohort study allowing answering multiple research questions. The design of the data collection of combined clinical examination and CCUS assessments in critically ill patients are explicated. The SICS-II is open for other centers to participate and is open for other research questions that can be answered with our data.
Collapse
Affiliation(s)
- Renske Wiersema
- Department of Critical Care, University of Groningen, University Medical Center Groningen;
| | - Jose N Castela Forte
- Department of Critical Care, University of Groningen, University Medical Center Groningen
| | - Thomas Kaufmann
- Department of Anesthesiology, University of Groningen, University Medical Center Groningen
| | - Robbert J de Haas
- Department of Radiology, University of Groningen, University Medical Center Groningen
| | - Geert Koster
- Department of Critical Care, University of Groningen, University Medical Center Groningen
| | - Yoran M Hummel
- Department of Cardiology, University of Groningen, University Medical Center Groningen
| | - Jacqueline Koeze
- Department of Critical Care, University of Groningen, University Medical Center Groningen
| | - Casper F M Franssen
- Division of Nephrology, Department of Internal Medicine, University of Groningen, University Medical Center Groningen
| | - Madelon E Vos
- Department of Critical Care, University of Groningen, University Medical Center Groningen
| | - Bart Hiemstra
- Department of Critical Care, University of Groningen, University Medical Center Groningen
| | - Frederik Keus
- Department of Critical Care, University of Groningen, University Medical Center Groningen
| | - Iwan C C van der Horst
- Department of Critical Care, University of Groningen, University Medical Center Groningen
| |
Collapse
|
48
|
Pennings JP, de Haas RJ, Murshid KJA, de Jong KP, Dierckx RAJO, Kwee TC. FDG-avid presacral soft tissue mass in previously treated rectal cancer: Diagnostic outcome and additional value of MRI, including diffusion-weighted imaging. Eur J Surg Oncol 2018; 45:606-612. [PMID: 30594404 DOI: 10.1016/j.ejso.2018.12.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Revised: 12/04/2018] [Accepted: 12/17/2018] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION This study aimed to determine the positive predictive value (PPV) of positron emission tomography/computed tomography (PET/CT) with an 18F-fluoro-2-deoxy-D-glucose (FDG)-avid presacral lesion for locally recurrent rectal cancer, and the additional value of magnetic resonance imaging (MRI), including diffusion-weighted imaging (DWI). MATERIALS AND METHODS This retrospective study included 38 patients who completed primary rectal cancer treatment and who presented with a suspicious FDG-avid presacral lesion on PET/CT. Twenty-seven patients also underwent MRI, of whom 24 with DWI. PPV of FDG-PET/CT and additional value of MRI, including DWI, for the diagnosis of recurrent presacral cancer were determined. RESULTS The PPV of PET/CT with an FDG-avid presacral lesion for the diagnosis of locally recurrent rectal cancer was 58% (22/38). Air in the FDG-avid presacral lesion, as visible on the CT component of the PET/CT examination, favoured the diagnosis of benign presacral tissue with a sensitivity of 56.3% (9/16) and a specificity 81.8% (18/22). Areas under the receiver operating characteristic curve (AUCs) of MRI without DWI for the diagnosis of locally recurrent rectal cancer in FDG-avid presacral tissue were 0.765 and 0.840, for observers 1 and 2. AUCs of MRI with DWI were 0.803 and 0.811, for observers 1 and 2. There were no significant differences among any of these AUCs (P = 0.169 to 0.906). CONCLUSIONS FDG-PET/CT has a poor PPV for locally recurrent rectal cancer in the presacral space. The observation of air in the FDG-avid presacral lesion and additional MRI assessment are diagnostically helpful, without a significant additional value of DWI.
Collapse
Affiliation(s)
- Jan P Pennings
- Department of Radiology, Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Robbert J de Haas
- Department of Radiology, Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Kawthar J A Murshid
- Department of Radiology, Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Koert P de Jong
- Department of Hepato-Pancreato-Biliary Surgery & Liver Transplantation, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Rudi A J O Dierckx
- Department of Radiology, Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Thomas C Kwee
- Department of Radiology, Nuclear Medicine and Molecular Imaging, Medical Imaging Center, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
| |
Collapse
|
49
|
Stirler VMA, Nallayici EG, de Haas RJ, Raymakers JTFJ, Rakic S. Postoperative Pain After Laparoscopic Repair of Primary Umbilical Hernia: Titanium Tacks Versus Absorbable Tacks: A Prospective Comparative Cohort Analysis of 80 Patients With a Long-term Follow-up. Surg Laparosc Endosc Percutan Tech 2018; 27:424-427. [PMID: 28915205 DOI: 10.1097/sle.0000000000000467] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
We investigated if a novel fixation device with absorbable tacks (Securestrap) causes less early and chronic postoperative pain after laparoscopic repair with a double-crown mesh fixation of ventral abdominal wall hernia when compared with the standard fixation device with nonabsorbable titanium tacks (Protack). The primary outcome measure was early postoperative pain at 2, 6, and 12 weeks postoperatively. The secondary outcome measure was chronic postoperative pain measured ≥18 months after surgery. Pain levels were assessed using a visual analog scale ranging from 0 (no pain) to 100 mm (excruciating pain). Early postoperative pain was significantly lower in group 2 (absorbable tacks) at 6 (2 vs. 5; P=0.008) and 12 weeks (1 vs. 2; P=0.008) but not at follow-up (6 vs. 11; P=0.21). Given the very low visual analog scale scores in both groups, the clinical significance of these finding remains open to discussion.
Collapse
|
50
|
Moest W, van der Deure W, Koster T, Spee‐Dropková M, Swart‐Busscher L, de Haas RJ, Derks TG. Glycogen storage disease type Ia: Adult presentation with microcytic anemia and liver adenomas. Hepatology 2018; 68:780-782. [PMID: 29486517 PMCID: PMC6099216 DOI: 10.1002/hep.29858] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2017] [Revised: 02/07/2018] [Accepted: 02/21/2018] [Indexed: 12/07/2022]
Affiliation(s)
- Wouter Moest
- Department of Internal MedicineGroene Hart HospitalGoudaThe Netherlands
| | | | - Ted Koster
- Department of Internal MedicineGroene Hart HospitalGoudaThe Netherlands
| | | | - Linda Swart‐Busscher
- Department of Endocrinology, University of GroningenUniversity Medical Center GroningenGroningenThe Netherlands
| | - Robbert J. de Haas
- Department of Radiology, Medical Imaging Center Groningen, University of GroningenUniversity Medical Center GroningenGroningenThe Netherlands
| | - Terry G.J. Derks
- Section of Metabolic Diseases, Beatrix Children's Hospital, University of GroningenUniversity Medical Center GroningenGroningenThe Netherlands
| |
Collapse
|