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Miyai M, Fukui R, Nakashima M, Goto S. Deep learning-based attenuation correction method in 99mTc-GSA SPECT/CT hepatic imaging: a phantom study. Radiol Phys Technol 2024; 17:165-175. [PMID: 38032506 DOI: 10.1007/s12194-023-00762-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 10/15/2023] [Accepted: 11/02/2023] [Indexed: 12/01/2023]
Abstract
This study aimed to evaluate a deep learning-based attenuation correction (AC) method to generate pseudo-computed tomography (CT) images from non-AC single-photon emission computed tomography images (SPECTNC) for AC in 99mTc-galactosyl human albumin diethylenetriamine pentaacetic acid (GSA) scintigraphy and to reduce patient dosage. A cycle-consistent generative network (CycleGAN) model was used to generate pseudo-CT images. The training datasets comprised approximately 850 liver phantom images obtained from SPECTNC and real CT images. The training datasets were then input to CycleGAN, and pseudo-CT images were output. SPECT images with real-time CT attenuation correction (SPECTCTAC) and pseudo-CT attenuation correction (SPECTGAN) were acquired. The difference in liver volume between real CT and pseudo-CT images was evaluated. Total counts and uniformity were then used to evaluate the effects of AC. Additionally, the similarity coefficients of SPECTCTAC and SPECTGAN were assessed using a structural similarity (SSIM) index. The pseudo-CT images produced a lower liver volume than the real CT images. SPECTCTAC exhibited a higher total count than SPECTNC and SPECTGAN, which were approximately 60% and 7% lower, respectively. The uniformities of SPECTCTAC and SPECTGAN were better than those of SPECTNC. The mean SSIM value for SPECTCTAC and SPECTGAN was 0.97. We proposed a deep learning-based AC approach to generate pseudo-CT images from SPECTNC images in 99mTc-GSA scintigraphy. SPECTGAN with AC using pseudo-CT images was similar to SPECTCTAC, demonstrating the possibility of SPECT/CT examination with reduced exposure to radiation.
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Affiliation(s)
- Masahiro Miyai
- Department of Radiological Technology, Graduate School of Health Sciences, Okayama University, 2-5-1 Shikata-Cho, Kita-Ku, Okayama-Shi, Okayama, 700-8558, Japan.
- Department of Radiology, Kawasaki Medical School General Medical Center, 2-6-1 Nakasange, Kita-Ku, Okayama-shi, Okayama, 700-8505, Japan.
| | - Ryohei Fukui
- Department of Radiological Technology, Faculty of Health Sciences, Okayama University, 2-5-1 Shikata-Cho, Kita-Ku, Okayama-shi, Okayama, 700-8558, Japan
| | - Masahiro Nakashima
- Division of Radiological Technology, Okayama University Hospital, 2-5-1 Shikata-Cho, Kita-Ku, Okayama-shi, Okayama, 700-8558, Japan
| | - Sachiko Goto
- Department of Radiological Technology, Faculty of Health Sciences, Okayama University, 2-5-1 Shikata-Cho, Kita-Ku, Okayama-shi, Okayama, 700-8558, Japan
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Rühlmann F, Azizian A, Moosmann C, Bernhardt M, Keck J, Flebbe H, Al-Bourini O, Hosseini ASA, Grade M, Lorf T, Ghadimi M, Perl T, Gaedcke J. Perioperative LiMAx Test Analysis: Impact of Portal Vein Embolisation, Chemotherapy and Major Liver Resection. Biomedicines 2024; 12:254. [PMID: 38397856 PMCID: PMC10886999 DOI: 10.3390/biomedicines12020254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 12/31/2023] [Accepted: 01/18/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND Postoperative liver failure (PLF) is a severe complication after major liver resection (MLR). To increase the safety of patients, clinical bedside tests are of great importance. However, limitations of their applicability and validity impair their value. METHODS Preoperative measurements of the liver maximum capacity (LiMAx) were performed in n = 40 patients, who underwent MLR (≥3 segments). Matched postoperative LiMAx was measured in n = 21 patients. Liver function was compared between pretreated patients (n = 11 with portal vein embolisation (PVE) and n = 19 patients with preoperative chemotherapy) and therapy naïve patients. The LiMAx values were compared with liver-specific blood parameters and volumetric analysis. RESULTS In total, n = 40 patients were enrolled in this study. The majority of patients (n = 33; 82.5%) had high preoperative LiMAx values (>315 µg/kg/h), while only seven patients (17.5%) had medium values (140-315 µg/kg/h), and none of the patients had low values (<140 µg/kg/h). A comparison of pretreated patients (with PVE and/or chemotherapy) and therapy naïve patients showed no significant difference in the preoperative LiMAx values (p > 0.05). The preoperative LiMAx values were significantly higher than the matched postoperative values on postoperative day 1 (p < 0.0001). A comparison between the expected and measured postoperative LiMAx showed a difference (≥10%) in 7 out of 13 patients (53.8%). After an initial postoperative decrease in the LiMAx, the patients without complications (n = 12) showed a continuous increase until 14 days after surgery. In the patients with postoperative complications, a decrease in the LiMAx was associated with a prolonged recovery. CONCLUSIONS For patients undergoing MLR within the 0.5% rule, which is the clinical gold standard, the LiMAx values do not offer any additional information. Additionally, the LiMAx may have reflected liver function, but it did not deliver additional information regarding postoperative liver recovery. The clinical use of LiMAx might be relevant in selected patients beyond the 0.5% rule.
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Affiliation(s)
- Felix Rühlmann
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
| | - Azadeh Azizian
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
| | - Christian Moosmann
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
| | - Markus Bernhardt
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
| | - Jan Keck
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
| | - Hannah Flebbe
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
| | - Omar Al-Bourini
- Institute for Diagnostic and Interventional Radiology, University Medical Centre Göttingen, D-37075 Göttingen, Germany (A.S.A.H.)
| | - Ali Seif Amir Hosseini
- Institute for Diagnostic and Interventional Radiology, University Medical Centre Göttingen, D-37075 Göttingen, Germany (A.S.A.H.)
| | - Marian Grade
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
| | - Thomas Lorf
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
| | - Michael Ghadimi
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
| | - Thorsten Perl
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
| | - Jochen Gaedcke
- Department of General, Visceral, and Paediatric Surgery, University Medical Centre, D-37075 Göttingen, Germany; (F.R.); (A.A.); (C.M.); (M.B.); (J.K.); (H.F.); (M.G.); (T.L.); (M.G.); (T.P.)
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Ding C, Jia J, Bai G, Zhou W, Shan W. Predictive value of Gd-EOB-DTPA -enhanced magnetic resonance imaging for post-hepatectomy liver failure: a systematic review and meta-analysis. Acta Radiol 2022; 64:1347-1356. [PMID: 36303435 DOI: 10.1177/02841851221134485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Accurate preoperative diagnosis of post-hepatectomy liver failure (PHLF) is particularly important to improve the prognosis of patients. Purpose To evaluate the predictive value of Gd-EOB-DTPA-enhanced magnetic resonance imaging (MRI) for post-hepatectomy liver failure. Material and Methods A systematic search was performed in the PubMed, Embase, the Cochrane Library, and Web of Science databases to find relevant original articles published up to December 2021. The included studies were assessed using the Quality Assessment of Diagnostic Accuracy Studies-2 tool. The bivariate random-effects model was used to assess the diagnostic authenticity. Meta-regression analyses were performed to analyze the potential heterogeneity. Results In total, 13 articles were included. The pooled sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, diagnostic odds ratio, and the area under the summary receiver operating characteristic curves were 88% (95% confidence interval [CI] = 0.80–0.94), 80% (95% CI = 0.73–0.86), 4.4 (95% CI = 3.3–5.9), 0.14 (95% CI = 0.08–0.25), 31 (95% CI = 17–57), and 0.91 (95% CI = 0.89–0.94), respectively. There was no publication bias and threshold effect in our study. Conclusion Gd-EOB-DTPA-enhanced MRI is a potentially useful for the prediction of PHLF after major hepatectomy.
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Affiliation(s)
- Cong Ding
- The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, PR China
| | - Jianye Jia
- The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, PR China
| | - Genji Bai
- The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, PR China
| | - Wei Zhou
- The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, PR China
| | - Wenli Shan
- The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, PR China
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Iwaki K, Kaihara S, Kita R, Kitamura K, Hashida H, Uryuhara K. Indocyanine green plasma clearance rate and 99mTc-galactosyl human serum albumin single-photon emission computed tomography evaluated preoperative remnant liver. World J Clin Cases 2022; 10:8844-8853. [PMID: 36157637 PMCID: PMC9477059 DOI: 10.12998/wjcc.v10.i25.8844] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Revised: 03/22/2022] [Accepted: 07/25/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Preoperative evaluation of future remnant liver reserves is important for safe hepatectomy. If the remnant is small, preoperative portal vein embolization (PVE) is useful. Liver volume analysis has been the primary method of preoperative evaluation, although functional examination may be more accurate. We have used the functional evaluation liver using the indocyanine green plasma clearance rate (KICG) and 99mTc-galactosyl human serum albumin single-photon emission computed tomography (99mTc-GSA SPECT) for safe hepatectomy.
AIM To analyze the safety of our institution’s system for evaluating the remnant liver reserve.
METHODS We retrospectively reviewed the records of 23 patients who underwent preoperative PVE. Two types of remnant liver KICG were defined as follows: Anatomical volume remnant KICG (a-rem-KICG), determined as the remnant liver anatomical volume rate × KICG; and functional volume remnant KICG (f-rem-KICG), determined as the remnant liver functional volume rate based on 99mTc-GSA SPECT × KICG. If either of the remnant liver KICGs were > 0.05, a hepatectomy was performed. Perioperative factors were analyzed. We defined the marginal group as patients with a-rem-KICG of < 0.05 and a f-rem-KICG of > 0.05 and compared the postoperative outcomes between the marginal and not marginal (both a-rem-KICG and f-rem-KICG > 0.05) groups.
RESULTS All 23 patients underwent planned hepatectomies. Right hepatectomy, right trisectionectomy and left trisectionectomy were in 16, 6 and 1 cases, respectively. The mean of blood loss and operative time were 576 mL and 474 min, respectively. The increased amount of f-rem-KICG was significantly larger than that of a-rem-KICG after PVE (0.034 vs 0.012, P = 0.0273). The not marginal and marginal groups had 17 (73.9%) and 6 (26.1%) patients, respectively. The complications of Clavian-Dindo classification grade II or higher and post-hepatectomy liver failure were observed in six (26.1%) and one (grade A, 4.3%) patient, respectively. The 90-d mortality was zero. The marginal group had no significant difference in postoperative outcomes (prothrombin time/international normalised ratio, total bilirubin, complication, post-hepatectomy liver failure, hospital stay, 90-d, and mortality) compared with the not-marginal group.
CONCLUSION Functional evaluation of the remnant liver enabled safe hepatectomy and may extend the indication for hepatectomy after PVE treatment.
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Affiliation(s)
- Kentaro Iwaki
- Department of Surgery, Kobe City Medical Center General Hospital, Kobe 650-0046, Hyogo, Japan
| | - Satoshi Kaihara
- Department of Surgery, Kobe City Medical Center General Hospital, Kobe 650-0046, Hyogo, Japan
| | - Ryosuke Kita
- Department of Surgery, Kobe City Medical Center General Hospital, Kobe 650-0046, Hyogo, Japan
| | - Koji Kitamura
- Department of Surgery, Kobe City Medical Center General Hospital, Kobe 650-0046, Hyogo, Japan
| | - Hiroki Hashida
- Department of Surgery, Kobe City Medical Center General Hospital, Kobe 650-0046, Hyogo, Japan
| | - Kenji Uryuhara
- Department of Surgery, Kobe City Medical Center General Hospital, Kobe 650-0046, Hyogo, Japan
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MELIF, a Fully Automated Liver Function Score Calculated from Gd-EOB-DTPA-Enhanced MR Images: Diagnostic Performance vs. the MELD Score. Diagnostics (Basel) 2022; 12:diagnostics12071750. [PMID: 35885653 PMCID: PMC9318040 DOI: 10.3390/diagnostics12071750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 07/07/2022] [Accepted: 07/13/2022] [Indexed: 12/24/2022] Open
Abstract
In the management of patients with chronic liver disease, the assessment of liver function is essential for treatment planning. Gd-EOB-DTPA-enhanced MRI allows for both the acquisition of anatomical information and regional liver function quantification. The objective of this study was to demonstrate and evaluate the diagnostic performance of two fully automatically generated imaging-based liver function scores that take the whole liver into account. T1 images from the native and hepatobiliary phases and the corresponding T1 maps from 195 patients were analyzed. A novel artificial-intelligence-based software prototype performed image segmentation and registration, calculated the reduction rate of the T1 relaxation time for the whole liver (rrT1liver) and used it to calculate a personalized liver function score, then generated a unified score—the MELIF score—by combining the liver function score with a patient-specific factor that included weight, height and liver volume. Both scores correlated strongly with the MELD score, which is used as a reference for global liver function. However, MELIF showed a stronger correlation than the rrT1liver score. This study demonstrated that the fully automated determination of total liver function, regionally resolved, using MR liver imaging is feasible, providing the opportunity to use the MELIF score as a diagnostic marker in future prospective studies.
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Río Bártulos C, Senk K, Schumacher M, Plath J, Kaiser N, Bade R, Woetzel J, Wiggermann P. Assessment of Liver Function With MRI: Where Do We Stand? Front Med (Lausanne) 2022; 9:839919. [PMID: 35463008 PMCID: PMC9018984 DOI: 10.3389/fmed.2022.839919] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 02/25/2022] [Indexed: 12/12/2022] Open
Abstract
Liver disease and hepatocellular carcinoma (HCC) have become a global health burden. For this reason, the determination of liver function plays a central role in the monitoring of patients with chronic liver disease or HCC. Furthermore, assessment of liver function is important, e.g., before surgery to prevent liver failure after hepatectomy or to monitor the course of treatment. Liver function and disease severity are usually assessed clinically based on clinical symptoms, biopsy, and blood parameters. These are rather static tests that reflect the current state of the liver without considering changes in liver function. With the development of liver-specific contrast agents for MRI, noninvasive dynamic determination of liver function based on signal intensity or using T1 relaxometry has become possible. The advantage of this imaging modality is that it provides additional information about the vascular structure, anatomy, and heterogeneous distribution of liver function. In this review, we summarized and discussed the results published in recent years on this technique. Indeed, recent data show that the T1 reduction rate seems to be the most appropriate value for determining liver function by MRI. Furthermore, attention has been paid to the development of automated tools for image analysis in order to uncover the steps necessary to obtain a complete process flow from image segmentation to image registration to image analysis. In conclusion, the published data show that liver function values obtained from contrast-enhanced MRI images correlate significantly with the global liver function parameters, making it possible to obtain both functional and anatomic information with a single modality.
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Affiliation(s)
- Carolina Río Bártulos
- Institut für Röntgendiagnostik und Nuklearmedizin, Städtisches Klinikum Braunschweig gGmbH, Braunschweig, Germany
| | - Karin Senk
- Institut für Röntgendiagnostik, Universtitätsklinikum Regensburg, Regensburg, Germany
| | | | - Jan Plath
- MeVis Medical Solutions AG, Bremen, Germany
| | | | | | | | - Philipp Wiggermann
- Institut für Röntgendiagnostik und Nuklearmedizin, Städtisches Klinikum Braunschweig gGmbH, Braunschweig, Germany
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Iida M, Yamamoto Y, Katoh H, Taniguchi N, Abe Y, Kumagai K, Uchinami H. 99mTc-GSA scintigraphy for assessing the functional volume ratio of the future liver remnant in the routine practice of liver resection. Surg Open Sci 2022; 8:1-8. [PMID: 35243282 PMCID: PMC8857497 DOI: 10.1016/j.sopen.2021.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 12/28/2021] [Indexed: 11/27/2022] Open
Abstract
Background The significance of incorporating regional functional heterogeneity assessment by liver scintigraphy into the calculation of the future liver remnant has been reported. However, liver scintigraphy entails additional costs and radiation exposure. Nevertheless, studies describing when liver scintigraphy demonstrates an actual benefit over computed tomography liver volumetry are lacking. Thus, we evaluated the degree of agreement between future liver remnant % values calculated by technetium 99mTc diethylenetriaminepentaacetic acid-galactosyl human serum albumin scintigraphy (galactosyl human serum albumin–based future liver remnant %) and those by computed tomography volumetry and investigated the practical impact of performing regional functional heterogeneity assessment. Methods The Bland–Altman method was used to retrospectively analyze the agreement between computed tomography– and galactosyl human serum albumin–based future liver remnant % measurements in 84 patients. Results In ordinary patients with a computed tomography–based future liver remnant % greater than 50%, there was a good agreement between both measurements. However, in cases with a computed tomography–based future liver remnant % less than 40%, galactosyl human serum albumin–based measurements were significantly smaller than computed tomography–based values, with 88% of these patients exhibiting a galactosyl human serum albumin–based future liver remnant % less than 30%. After portal vein embolization, galactosyl human serum albumin–based measurements were primarily greater than or in agreement with computed tomography–based values, even in cases with a computed tomography–based future liver remnant % less than 40%. Conclusion Adding 99mTc diethylenetriaminepentaacetic acid-galactosyl human serum albumin scintigraphy to computed tomography liver volumetry is advised when deciding on hepatectomy in patients with a computed tomography–based future liver remnant % less than 50%. If the computed tomography–based future liver remnant % is smaller than 40%, it is strongly recommended to check future liver remnant % by 99mTc diethylenetriaminepentaacetic acid-galactosyl human serum albumin scintigraphy. In other cases, computed tomography–based future liver remnant % calculation alone can be regarded as the gold standard of safe hepatectomy.
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Affiliation(s)
- Masatake Iida
- Department of Gastroenterological Surgery, Akita University Graduate School of Medicine, Akita, Japan
| | - Yuzo Yamamoto
- Department of Gastroenterological Surgery, Akita University Graduate School of Medicine, Akita, Japan
- Corresponding author at: Department of Gastroenterological Surgery, Akita University Graduate School of Medicine, Hondo 1-1-1, Akita 010-8543, Japan. Tel.: + 81-18-884-6123, fax: + 81-18-836-2614.
| | - Hiroki Katoh
- Division of Diagnostic Radiology, Akita University Hospital, Akita, Japan
| | - Naoto Taniguchi
- Division of Diagnostic Radiology, Akita University Hospital, Akita, Japan
| | - Yuki Abe
- Department of Gastroenterological Surgery, Akita University Graduate School of Medicine, Akita, Japan
| | - Kenta Kumagai
- Department of Gastroenterological Surgery, Akita University Graduate School of Medicine, Akita, Japan
| | - Hiroshi Uchinami
- Department of Gastroenterological Surgery, Akita University Graduate School of Medicine, Akita, Japan
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Issues to be considered to address the future liver remnant prior to major hepatectomy. Surg Today 2020; 51:472-484. [PMID: 32894345 DOI: 10.1007/s00595-020-02088-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 07/08/2020] [Indexed: 02/08/2023]
Abstract
An accurate preoperative evaluation of the hepatic function and application of portal vein embolization in selected patients have helped improve the safety of major hepatectomy. In planning major hepatectomy, however, several issues remain to be addressed. The first is which cut-off values for serum total bilirubin level and prothrombin time should be used to define post-hepatectomy liver failure. Other issues include what minimum future liver remnant (FLR) volume is required; whether the total liver volume measured using computed tomography or the standard liver volume calculated based on the body surface area should be used to assess the adequacy of the FLR volume; whether there is a discrepancy between the FLR volume and function during the recovery period after portal vein embolization or hepatectomy; and how best the function of a specific FLR can be assessed. Various studies concerning these issues have been reported with controversial results. We should also be aware that different strategies and management are required for different types of liver damage, such as cirrhosis in hepatocellular carcinoma, cholangitis in biliary tract cancer, and chemotherapy-induced hepatic injury.
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The value of 99mTc-labeled galactosyl human serum albumin single-photon emission computerized tomography/computed tomography on regional liver function assessment and posthepatectomy failure prediction in patients with hilar cholangiocarcinoma. Nucl Med Commun 2020; 41:1128-1135. [PMID: 32796452 DOI: 10.1097/mnm.0000000000001263] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND The aim was to evaluate the value of Tc-labeled galactosyl human serum albumin (Tc-GSA) with single-photon emission computerized tomography (SPECT) in the preoperative assessment of regional liver function and prediction of posthepatectomy liver failure (PHLF) in patients with hilar cholangiocarcinoma (hCCA). METHODS Patients with hCCA who underwent Tc-GSA SPECT/computed tomography (CT) before hepatectomy were included. The liver functional parameters of functional liver density (FLD) and predictive residual index (PRI) were calculated based on Tc-GSA SPECT/CT. PHLF was defined according to the International Study Group of Liver Surgery criteria. Univariate and multivariate analyses were used to analyze the risk factors for PHLF. The prediction of PHLF was calculated using receiver operating characteristic curve. RESULTS A total of 34 patients were included, 23 of whom underwent preoperative biliary drainage. FLD was significantly higher in patients with drained lobes than that in patients with undrained lobes (0.615 ± 0.190 versus 0.500 ± 0.211, P < 0.05). Sixteen patients suffered PHLF. The ratio of future remnant to total morphological liver volume, future remnant FLD, and PRI differed significantly in patients with and without PHLF according to univariate analysis. PRI was identified as the only independent factor for prediction of PHLF according to multivariate analysis. With a PRI of 0.78, it was possible to predict PHLF with a sensitivity of 83% and a specificity of 93%. CONCLUSIONS Tc-GSA SPECT/CT can accurately assess regional liver function and is better able to predict PHLF than conventional methods in patients with hCCA.
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Yamada S, Shimada M, Morine Y, Imura S, Ikemoto T, Saito Y, Takasu C, Yoshikawa M, Teraoku H, Yoshimoto T. A new formula to calculate the resection limit in hepatectomy based on Gd-EOB-DTPA-enhanced magnetic resonance imaging. PLoS One 2019; 14:e0210579. [PMID: 30682046 PMCID: PMC6347147 DOI: 10.1371/journal.pone.0210579] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2018] [Accepted: 12/26/2018] [Indexed: 02/08/2023] Open
Abstract
Background and aim Dynamic magnetic resonance imaging with gadolinium-ethoxybenzyl-diethylenetriamine pentaacetic acid (EOB-MRI) can be used not only to detect liver tumors but also to estimate liver function. The aim of this study was to establish a new EOB-MRI-based formula to determine the resection limit in patients undergoing hepatectomy. Methods Twenty-eight patients with a normal liver (NL group) and five with an unresectable cirrhotic liver (UL group) who underwent EOB-MRI were included. Standardized liver function (SLF) was calculated based on the signal intensity (SI), the volume of each subsegment (S1–S8), and body surface area. A formula defining the resection limit was devised based on the difference in the SLF values of patients in the NL and UL groups. The formula was validated in 50 patients who underwent EOB-MRI and hepatectomy. Results The average SLF value in the NL and UL groups was 2038 and 962 FV/m2, respectively. The difference (1076 FV/m2) was consistent with a 70% in resection volume. Thus, the resection limit for hepatectomy was calculated as a proportion of 70%: 70×(SLF−962)/1076 (%). The one patient who underwent hepatectomy over the resection limit died due to liver failure. In other 49 patients, in whom the resection volume was less than the resection limit, procedures were safely performed. Conclusions Our formula for resection limit based on EOB-MRI can improve the safety of hepatectomy.
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Affiliation(s)
- Shinichiro Yamada
- The Department of Surgery, Tokushima University, Tokushima, Japan
- * E-mail:
| | - Mitsuo Shimada
- The Department of Surgery, Tokushima University, Tokushima, Japan
| | - Yuji Morine
- The Department of Surgery, Tokushima University, Tokushima, Japan
| | - Satoru Imura
- The Department of Surgery, Tokushima University, Tokushima, Japan
| | - Tetsuya Ikemoto
- The Department of Surgery, Tokushima University, Tokushima, Japan
| | - Yu Saito
- The Department of Surgery, Tokushima University, Tokushima, Japan
| | - Chie Takasu
- The Department of Surgery, Tokushima University, Tokushima, Japan
| | - Masato Yoshikawa
- The Department of Surgery, Tokushima University, Tokushima, Japan
| | - Hiroki Teraoku
- The Department of Surgery, Tokushima University, Tokushima, Japan
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11
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Abstract
Preoperative estimation of future remnant liver function is critical for major hepatic surgery to avoid postoperative morbidity and mortality. Among several liver function tests, the indocyanine green (ICG) clearance test is still the most popular dynamic method. The usefulness of ICG clearance test parameters, such as ICGR15, KICG, or PDRICG, has been reported by many investigators. The transcutaneous non-invasive pulse dye densitometry system has made the ICG clearance test more convenient and attractive, even in Western countries. The concept of future remnant KICG (rem KICG), which combines the functional aspect and the volumetric factor of the future remnant liver, seems ideal for determining the maximum extent of major hepatic resection that will not cause postoperative liver failure. For damaged livers with functional heterogeneity among the hepatic segments, fusion images combining technetium-99m-diethylenetriaminepentaacetic acid-galactosyl human serum albumin single photon emission computed tomography (99mTc-GSA SPECT) and X-ray CT are helpful to precisely estimate the functional reserve of the future remnant liver. Another technique for image-based liver function estimation, gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid(Gd-EOB)-enhanced magnetic resonance imaging, may be an ideal candidate for the preoperative determination of future remnant liver function. Using these methods effectively, morbidity and mortality after major hepatic resection could be reduced.
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Affiliation(s)
- Yuji Iimuro
- Department of Surgery, Hepato-Biliary-Pancreatic Disease Center, Yamanashi Prefectural Central Hospital, Yamanashi, Japan
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12
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Rassam F, Olthof PB, Bennink RJ, van Gulik TM. Current Modalities for the Assessment of Future Remnant Liver Function. Visc Med 2017; 33:442-448. [PMID: 29344518 DOI: 10.1159/000480385] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
While imaging studies such as computed tomography or magnetic resonance imaging allow the volumetric assessment of the liver segments, only indirect information is provided concerning the quality of the liver parenchyma and its actual functional capacity. Assessment of liver function is therefore crucial in the preoperative workup of patients who require extensive liver resection and in whom portal vein embolization is considered. This review deals with the modalities currently available for the measurement of liver function. Passive liver function tests include biochemical parameters and clinical grading systems such as the Child-Pugh and MELD scores. Dynamic quantitative tests of liver function can be based on clearance capacity tests such as the indocyanine green (ICG) clearance test. Although widely used, discrepancies have been reported for the ICG clearance test in relation with clinical outcome. Nuclear imaging studies have the advantage of providing simultaneous morphologic (visual) and physiologic (quantitative functional) information about the liver. In addition, regional (segmental) differentiation allows specific functional assessment of the future remnant liver. Technetium-99m (99mTc)-galactosyl human serum albumin scintigraphy and 99mTc-mebrofenin hepatobiliary scintigraphy potentially identify patients at risk for post-resectional liver failure who might benefit from liver-augmenting techniques. As there is no one test that can measure all the components of liver function, liver functional reserve is estimated based on a combination of clinical parameters and quantitative liver function tests.
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Affiliation(s)
- Fadi Rassam
- Department of Surgery, Academic Medical Center, Amsterdam, The Netherlands
| | - Pim B Olthof
- Department of Surgery, Academic Medical Center, Amsterdam, The Netherlands
| | - Roelof J Bennink
- Department of Radiology and Nuclear Medicine, Academic Medical Center, Amsterdam, The Netherlands
| | - Thomas M van Gulik
- Department of Surgery, Academic Medical Center, Amsterdam, The Netherlands
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13
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Abstract
我国是肝病大国, 各种肝病严重影响人民健康, 手术是多种肝病的重要治疗手段之一. 术前肝功能评估对于手术方案制定发挥极为重要价值, 其中尤以三维定量肝功能成像技术备受临床关注. 近年来分子影像突飞猛进, 恰巧这也是核医学分子影像技术的优势所在. 大量研究证实新型肝细胞去唾液酸糖蛋白受体显像剂99mTc-半乳糖基人血清白蛋白(99mTc-galactosyl-human serum albumin, 99mTc-GSA)能够于无创条件下较为准确地反映肝功能状态, 但现有研究尚处于初始阶段, 仍待深入的临床研究. 本文旨在系统阐述99mTc-GSA单光子发射计算机断层成像肝受体显像基础上, 结合已有临床研究及新进展, 探索其潜在临床应用前景及未来发展动向.
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14
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Tsuruga Y, Kamiyama T, Kamachi H, Shimada S, Wakayama K, Orimo T, Kakisaka T, Yokoo H, Taketomi A. Significance of functional hepatic resection rate calculated using 3D CT/ 99mTc-galactosyl human serum albumin single-photon emission computed tomography fusion imaging. World J Gastroenterol 2016; 22:4373-4379. [PMID: 27158206 PMCID: PMC4853695 DOI: 10.3748/wjg.v22.i17.4373] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2015] [Revised: 02/11/2016] [Accepted: 03/02/2016] [Indexed: 02/07/2023] Open
Abstract
AIM: To evaluate the usefulness of the functional hepatic resection rate (FHRR) calculated using 3D computed tomography (CT)/99mTc-galactosyl-human serum albumin (GSA) single-photon emission computed tomography (SPECT) fusion imaging for surgical decision making.
METHODS: We enrolled 57 patients who underwent bi- or trisectionectomy at our institution between October 2013 and March 2015. Of these, 26 patients presented with hepatocellular carcinoma, 12 with hilar cholangiocarcinoma, six with intrahepatic cholangiocarcinoma, four with liver metastasis, and nine with other diseases. All patients preoperatively underwent three-phase dynamic multidetector CT and 99mTc-GSA scintigraphy. We compared the parenchymal hepatic resection rate (PHRR) with the FHRR, which was defined as the resection volume counts per total liver volume counts on 3D CT/99mTc-GSA SPECT fusion images.
RESULTS: In total, 50 patients underwent bisectionectomy and seven underwent trisectionectomy. Biliary reconstruction was performed in 15 patients, including hepatopancreatoduodenectomy in two. FHRR and PHRR were 38.6 ± 19.9 and 44.5 ± 16.0, respectively; FHRR was strongly correlated with PHRR. The regression coefficient for FHRR on PHRR was 1.16 (P < 0.0001). The ratio of FHRR to PHRR for patients with preoperative therapies (transcatheter arterial chemoembolization, radiation, radiofrequency ablation, etc.), large tumors with a volume of > 1000 mL, and/or macroscopic vascular invasion was significantly smaller than that for patients without these factors (0.73 ± 0.19 vs 0.82 ± 0.18, P < 0.05). Postoperative hyperbilirubinemia was observed in six patients. Major morbidities (Clavien-Dindo grade ≥ 3) occurred in 17 patients (29.8%). There was no case of surgery-related death.
CONCLUSION: Our results suggest that FHRR is an important deciding factor for major hepatectomy, because FHRR and PHRR may be discrepant owing to insufficient hepatic inflow and congestion in patients with preoperative therapies, macroscopic vascular invasion, and/or a tumor volume of > 1000 mL.
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Sumiyoshi T, Shima Y, Okabayashi T, Kozuki A, Hata Y, Noda Y, Kouno M, Miyagawa K, Tokorodani R, Saisaka Y, Tokumaru T, Nakamura T, Morita S. Liver function assessment using 99mTc-GSA single-photon emission computed tomography (SPECT)/CT fusion imaging in hilar bile duct cancer: A retrospective study. Surgery 2016; 160:118-126. [PMID: 27059635 DOI: 10.1016/j.surg.2016.02.009] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2015] [Revised: 02/03/2016] [Accepted: 02/03/2016] [Indexed: 12/12/2022]
Abstract
BACKGROUND The objective of this study was to determine the utility of Tc-99m-diethylenetriamine-penta-acetic acid-galactosyl human serum albumin ((99m)Tc-GSA) single-photon emission computed tomography (SPECT)/CT fusion imaging for posthepatectomy remnant liver function assessment in hilar bile duct cancer patients. METHODS Thirty hilar bile duct cancer patients who underwent major hepatectomy with extrahepatic bile duct resection were retrospectively analyzed. Indocyanine green plasma clearance rate (KICG) value and estimated KICG by (99m)Tc-GSA scintigraphy (KGSA) and volumetric and functional rates of future remnant liver by (99m)Tc-GSA SPECT/CT fusion imaging were used to evaluate preoperative whole liver function and posthepatectomy remnant liver function, respectively. Remnant (rem) KICG (= KICG × volumetric rate) and remKGSA (= KGSA × functional rate) were used to predict future remnant liver function; major hepatectomy was considered unsafe for values <0.05. The correlation of remKICG and remKGSA with posthepatectomy mortality and morbidity was determined. RESULTS Although remKICG and remKGSA were not significantly different (median value: 0.071 vs 0.075), functional rates of future remnant liver were significantly higher than volumetric rates (median: 0.54 vs 0.46; P < .001). Hepatectomy was considered unsafe in 17% and 0% of patients using remKICG and remKGSA, respectively. Postoperative liver failure and mortality did not occur in the patients for whom hepatectomy was considered unsafe based on remKICG. remKGSA showed a stronger correlation with postoperative prothrombin time activity than remKICG. CONCLUSION (99m)Tc-GSA SPECT/CT fusion imaging enables accurate assessment of future remnant liver function and suitability for hepatectomy in hilar bile duct cancer patients.
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Affiliation(s)
- Tatsuaki Sumiyoshi
- Department of Gastroenterological Surgery, Kochi Health Sciences Center, Kochi, Japan.
| | - Yasuo Shima
- Department of Gastroenterological Surgery, Kochi Health Sciences Center, Kochi, Japan
| | - Takehiro Okabayashi
- Department of Gastroenterological Surgery, Kochi Health Sciences Center, Kochi, Japan
| | - Akihito Kozuki
- Department of Gastroenterological Surgery, Kochi Health Sciences Center, Kochi, Japan
| | - Yasuhiro Hata
- Department of Radiology, Kochi Health Sciences Center, Kochi, Japan
| | - Yoshihiro Noda
- Department of Radiology, Kochi Health Sciences Center, Kochi, Japan
| | - Michihiko Kouno
- Department of Radiology, Kochi Health Sciences Center, Kochi, Japan
| | | | | | - Yuichi Saisaka
- Department of Gastroenterological Surgery, Kochi Health Sciences Center, Kochi, Japan
| | - Teppei Tokumaru
- Department of Gastroenterological Surgery, Kochi Health Sciences Center, Kochi, Japan
| | - Toshio Nakamura
- Department of Gastroenterological Surgery, Kochi Health Sciences Center, Kochi, Japan
| | - Sojiro Morita
- Department of Radiology, Kochi Health Sciences Center, Kochi, Japan
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16
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Sumiyoshi T, Shima Y, Okabayashi T, Noda Y, Hata Y, Murata Y, Kozuki A, Tokumaru T, Nakamura T, Uka K. Functional discrepancy between two liver lobes after hemilobe biliary drainage in patients with jaundice and bile duct cancer: an appraisal using (99m)Tc-GSA SPECT/CT fusion imaging. Radiology 2014; 273:444-51. [PMID: 25007049 DOI: 10.1148/radiol.14132735] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
PURPOSE To determine the functional discrepancy between the two liver lobes using technetium 99m ((99m)Tc) diethylenetriamine-pentaacetic acid-galactosyl human serum albumin ( GSA diethylenetriamine-pentaacetic acid-galactosyl human serum albumin ) single photon emission computed tomography (SPECT)/computed tomography (CT) fusion imaging following preoperative biliary drainage and portal vein embolization ( PVE portal vein embolization ) in patients with jaundice who have bile duct cancer ( BDC bile duct cancer ). MATERIALS AND METHODS This retrospective study was approved by the institutional review board, with waiver of informed consent. Preoperative (99m)Tc- GSA diethylenetriamine-pentaacetic acid-galactosyl human serum albumin SPECT/CT fusion images from 32 patients with extrahepatic BDC bile duct cancer were retrospectively reviewed. Patients were classified into four groups according to the extent of biliary drainage and presence of a preoperative right PVE portal vein embolization : right lobe drainage group (right drainage), bilateral lobe drainage group (bilateral drainage), left lobe drainage group (left drainage), and left lobe drainage with right PVE portal vein embolization group (left drainage with right PVE portal vein embolization ). Percentage volume and percentage function were measured in each lobe using fusion imaging. The ratio between percentage function and percentage volume (the function-to-volume ratio) was calculated for each lobe, and the results were compared among the four groups. Statistical analysis was performed with Wilcoxon signed-rank tests and Mann-Whitney U tests. RESULTS The median values for the function-to-volume ratio in the right drainage, bilateral drainage, left drainage, and left drainage with right PVE portal vein embolization group were 1.12, 1.05, 1.02, and 0.81 in the right lobe; and 0.51, 0.88, 0.96, and 1.17 in the left lobe. Significant differences in the function-to-volume ratio were observed among the four groups (right drainage vs bilateral drainage vs left drainage vs left drainage with right PVE portal vein embolization ; with P < .002, P = .023, and P < .002 for the right lobe and P < .001, P = .023, and P < .002 for the left lobe). CONCLUSION Hepatic lobar function significantly differs between the two lobes, depending on the extent of biliary drainage and the presence of portal vein embolization.
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Affiliation(s)
- Tatsuaki Sumiyoshi
- From the Departments of Gastroenterological Surgery (T.S., Y.S., T.O., A.K., T.T., T.N.), Radiology (Y.N., Y.H., Y.M.), and Gastroenterology (U.K.), Kochi Health Sciences Center, 2125 Ike, Kochi 781-8555, Japan
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Lobe-specific heterogeneity in asymmetric dimethylarginine and matrix metalloproteinase levels in a rat model of obstructive cholestasis. BIOMED RESEARCH INTERNATIONAL 2014; 2014:327537. [PMID: 25013773 PMCID: PMC4075188 DOI: 10.1155/2014/327537] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 05/23/2014] [Accepted: 05/26/2014] [Indexed: 12/14/2022]
Abstract
We investigated the effects of obstructive cholestasis in different hepatic lobes by evaluating asymmetric dimethylarginine (ADMA) (a nitric oxide synthase inhibitor), protein methyltransferase (PRMT) and dimethylarginine dimethylaminohydrolase (DDAH) (enzymes involved, resp., in its synthesis and degradation), the cationic transporter (CAT), and metalloproteinase (MMP) activity. Sixteen male Wistar rats underwent a 3-day cholestasis by common bile duct ligation (BDL) or sham operation. Blood samples and hepatic biopsies from left lobe (LL), median lobe (ML), and right lobe (RL) were collected. Serum hepatic enzymes, tissue ADMA, DDAH activity, CAT-2 protein, mRNA expression of DDAH and PRMT, and MMP-2 and MMP-9 activity were monitored. Cholestasis was confirmed by altered serum hepatic enzymes. Higher levels of tissue ADMA were detected in RL and ML as compared with LL. PRMT mRNA expression and DDAH activity did not differ among the lobes after BDL. CAT-2 levels are higher in the RL and ML in the sham-operated group. Higher activity in MMP-2 and MMP-9 was found in RL. In conclusion, after cholestasis an increase in hepatic ADMA in RL and ML was detected as well as tissue MMP-2 and MMP-9 activation in RL, supporting the evidence of functional heterogeneity among the liver lobes also occurring in an obstructive cholestasis model.
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