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Fan M, Song E, Zhang Y, Zhang P, Huang B, Yan K, Yang W, Chakrabarti S, Mahajan H, Yan S, Xu Y, Hua S, Liu W, Wang C, Xu A, Ye D. Metabolic Dysfunction-Associated Steatohepatitis Detected by Neutrophilic Crown-Like Structures in Morbidly Obese Patients: A Multicenter and Clinicopathological Study. RESEARCH (WASHINGTON, D.C.) 2024; 7:0382. [PMID: 38812532 PMCID: PMC11134285 DOI: 10.34133/research.0382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 04/16/2024] [Indexed: 05/31/2024]
Abstract
Metabolic dysfunction-associated steatohepatitis (MASH) is the progressive form of metabolic dysfunction-associated steatotic liver disease (MASLD), and closely associated with a high risk of liver-related morbidity and mortality. Although enhanced neutrophil infiltration of the liver is a histological hallmark of MASH, the morphological pattern of hepatic neutrophils and their relevance to the definition of MASH remain unknown. This clinicopathological study aimed to determine the association of neutrophilic crown-like structures (CLSs) in liver biopsies and evaluate their relevance to the histological diagnosis of MASH. A total of 483 morbidly obese adults who underwent bariatric surgery were recruited. Neutrophilic CLSs in liver biopsies were detected by immunohistochemistry for neutrophil elastase and proteinase 3. All participants were classified into 4 histological subgroups: no MASLD (118, 24.4%), MASLD (76, 15.7%), borderline MASH (185, 38.3%), and definite MASH (104, 21.5%). In the discovery cohort (n = 379), the frequency of neutrophilic CLSs increased in line with the severity of liver disease. The number of neutrophilic CLSs was positively correlated with established histological characteristics of MASH. At a cutoff value of <0.3 per 20× microscopic field, the number of neutrophilic CLSs yielded a robust diagnostic accuracy to discriminate no MASLD and MASLD from borderline MASH and definite MASH; a cutoff at >1.3 per 20× microscopic field exhibited a statistically significant accuracy to distinguish definite MASH from other groups (no MASLD, MASLD, and borderline MASH). The significance of neutrophilic CLSs in identifying borderline MASH and definite MASH was confirmed in an external validation cohort (n = 104). The frequency of neutrophilic CLSs was significantly higher than that of macrophagic CLSs. In conclusion, neutrophilic CLSs in the liver represent a typical histological characteristic of MASH and may serve as a promising indicator to improve the diagnostic accuracy of MASH during histological assessment of liver biopsies.
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Affiliation(s)
- Mengqi Fan
- Key Laboratory of Metabolic Phenotyping in Model Animals, Guangdong Pharmaceutical University, Guangzhou, China
- Guangdong Metabolic Disease Research Center of Integrated Chinese and Western Medicine, Guangdong Pharmaceutical University, Guangzhou, China
| | - Erfei Song
- Department of Bariatric Surgery, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Yuying Zhang
- Department of Obstetrics, Shenzhen Longhua Maternity and Child Healthcare Hospital, Shenzhen, China
| | - Pengfei Zhang
- Key Laboratory of Metabolic Phenotyping in Model Animals, Guangdong Pharmaceutical University, Guangzhou, China
- Guangdong Metabolic Disease Research Center of Integrated Chinese and Western Medicine, Guangdong Pharmaceutical University, Guangzhou, China
| | - Bing Huang
- Key Laboratory of Metabolic Phenotyping in Model Animals, Guangdong Pharmaceutical University, Guangzhou, China
- Guangdong Metabolic Disease Research Center of Integrated Chinese and Western Medicine, Guangdong Pharmaceutical University, Guangzhou, China
| | - Kaixuan Yan
- Key Laboratory of Metabolic Phenotyping in Model Animals, Guangdong Pharmaceutical University, Guangzhou, China
- Guangdong Metabolic Disease Research Center of Integrated Chinese and Western Medicine, Guangdong Pharmaceutical University, Guangzhou, China
| | - Wah Yang
- Department of Bariatric Surgery, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Subrata Chakrabarti
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Hema Mahajan
- Institute of Clinical Pathology and Medical Research, Pathology West, NSW Health Pathology, Sydney, NSW 2145, Australia
| | - Sen Yan
- Dr. Everett Chalmers Hospital, Fredericton, NB, Canada
| | - Ying Xu
- School of Chinese Medicine, Guangdong Pharmaceutical University, Guangzhou, China
| | - Shuang Hua
- Key Laboratory of Metabolic Phenotyping in Model Animals, Guangdong Pharmaceutical University, Guangzhou, China
- Guangdong Metabolic Disease Research Center of Integrated Chinese and Western Medicine, Guangdong Pharmaceutical University, Guangzhou, China
| | - Wei Liu
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Cunchuan Wang
- Department of Bariatric Surgery, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Aimin Xu
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Hong Kong, China
- Department of Pharmacology and Pharmacy, The University of Hong Kong, Hong Kong, China
- Department of Medicine, The University of Hong Kong, Hong Kong, China
| | - Dewei Ye
- Key Laboratory of Metabolic Phenotyping in Model Animals, Guangdong Pharmaceutical University, Guangzhou, China
- Guangdong Metabolic Disease Research Center of Integrated Chinese and Western Medicine, Guangdong Pharmaceutical University, Guangzhou, China
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Zhu L, Wang F, Wang H, Zhang J, Xie A, Pei J, Zhou J, Liu H. Liver fat volume fraction measurements based on multi-material decomposition algorithm in patients with nonalcoholic fatty liver disease: the influences of blood vessel, location, and iodine contrast. BMC Med Imaging 2024; 24:37. [PMID: 38326746 PMCID: PMC10848342 DOI: 10.1186/s12880-024-01215-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 01/29/2024] [Indexed: 02/09/2024] Open
Abstract
BACKGROUND In recent years, spectral CT-derived liver fat quantification method named multi-material decomposition (MMD) is playing an increasingly important role as an imaging biomarker of hepatic steatosis. However, there are various measurement ways with various results among different researches, and the impact of measurement methods on the research results is unknown. The aim of this study is to evaluate the reproducibility of liver fat volume fraction (FVF) using MMD algorithm in nonalcoholic fatty liver disease (NAFLD) patients when taking blood vessel, location, and iodine contrast into account during measurement. METHODS This retrospective study was approved by the institutional ethics committee, and the requirement for informed consent was waived because of the retrospective nature of the study. 101 patients with NAFLD were enrolled in this study. Participants underwent non-contrast phase (NCP) and two-phase enhanced CT scanning (late arterial phase (LAP) and portal vein phase (PVP)) with spectral mode. Regions of interest (ROIs) were placed at right posterior lobe (RPL), right anterior lobe (RAL) and left lateral lobe (LLL) to obtain FVF values on liver fat images without and with the reference of enhanced CT images. The differences of FVF values measured under different conditions (ROI locations, with/without enhancement reference, NCP and enhanced phases) were compared. Friedman test was used to compare FVF values among three phases for each lobe, while the consistency of FVF values was assessed between each two phases using Bland-Altman analysis. RESULTS Significant difference was found between FVF values obtained without and with the reference of enhanced CT images. There was no significant difference about FVF values obtained from NCP images under the reference of enhanced CT images between any two lobes or among three lobes. The FVF value increased after the contrast injection, and there were significant differences in the FVF values among three scanning phases. Poor consistencies of FVF values between each two phases were found in each lobe by Bland-Altman analysis. CONCLUSION MMD algorithm quantifying hepatic fat was reproducible among different lobes, while was influenced by blood vessel and iodine contrast.
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Affiliation(s)
- Liuhong Zhu
- Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University, Jinhu Road No. 668, Huli District, Xiamen, Fujian, China
- Xiamen Municipal Clinical Research Center for Medical Imaging, Xiamen, Fujian, China
- Xiamen Radiological Control Center, Xiamen, Fujian, China
| | - Funan Wang
- Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University, Jinhu Road No. 668, Huli District, Xiamen, Fujian, China
- Xiamen Municipal Clinical Research Center for Medical Imaging, Xiamen, Fujian, China
| | - Heqing Wang
- Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University, Jinhu Road No. 668, Huli District, Xiamen, Fujian, China
- Xiamen Municipal Clinical Research Center for Medical Imaging, Xiamen, Fujian, China
| | - Jinhui Zhang
- Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University, Jinhu Road No. 668, Huli District, Xiamen, Fujian, China
| | - Anjie Xie
- Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University, Jinhu Road No. 668, Huli District, Xiamen, Fujian, China
| | - Jinkui Pei
- Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University, Jinhu Road No. 668, Huli District, Xiamen, Fujian, China
| | - Jianjun Zhou
- Department of Radiology, Zhongshan Hospital (Xiamen), Fudan University, Jinhu Road No. 668, Huli District, Xiamen, Fujian, China.
- Department of Radiology, Zhongshan Hospital Fudan University, Fenglin Road No.180, Xuhui District, Shanghai, 200032, China.
| | - Hao Liu
- Department of Radiology, Zhongshan Hospital Fudan University, Fenglin Road No.180, Xuhui District, Shanghai, 200032, China.
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Loomba R, Newsome PN. Semaglutide in NASH-related cirrhosis: still a long way to go? - Authors' reply. Lancet Gastroenterol Hepatol 2023; 8:694-695. [PMID: 37453429 DOI: 10.1016/s2468-1253(23)00160-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 05/24/2023] [Indexed: 07/18/2023]
Affiliation(s)
- Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Epidemiology, University of California at San Diego, La Jolla, CA 92037, USA.
| | - Philip N Newsome
- National Institute for Health Research, Birmingham Biomedical Research Centre at University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; Centre for Liver & Gastrointestinal Research, Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
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Terasaka Y, Takahashi H, Amano K, Fujisaki K, Kita S, Kato K, Nakayama K, Yamashita Y, Nakamura S, Anzai K. Change in Liver Fibrosis Associates with Progress of Diabetic Nephropathy in Patients with Nonalcoholic Fatty Liver Disease. Nutrients 2023; 15:3248. [PMID: 37513666 PMCID: PMC10386534 DOI: 10.3390/nu15143248] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 07/17/2023] [Accepted: 07/19/2023] [Indexed: 07/30/2023] Open
Abstract
Diabetic nephropathy (DN) is a major complication of diabetes. Nonalcoholic fatty liver disease (NAFLD) is common in diabetes, and liver fibrosis is a prognostic risk factor for NAFLD. The interaction between DN and liver fibrosis in NAFLD remains unclear. In 189 patients with DN and NAFLD who received an education course about diabetic nephropathy, liver fibrosis was evaluated using the fibrosis-4 (FIB-4) index. The association between the outcome of DN and changes in liver fibrosis was examined. The FIB-4 index was maintained at the baseline level in patients with improved DN, while it was increased in other patients. The ΔFIB-4 index was positively correlated with changes in albuminuria and proteinuria (ρ = 0.22, p = 0.004). In a multivariate analysis, changes in albuminuria and proteinuria were associated with the ΔFIB-4 index (p = 0.002). Patients with a progressive FIB-4 index category from baseline to 5 years showed a lower event-free survival rate after 5 years than patients with an improved FIB-4 index category (p = 0.037). The outcome of DN is associated with changes in liver fibrosis in patients with diabetes, NAFLD and DN. Developing a preventive and therapeutic approach for these conditions is required.
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Affiliation(s)
- Yoshiko Terasaka
- Department of Internal Medicine, Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga 849-8501, Japan
- Internal Medicine, Heiwadai Hospital, Miyazaki 880-0034, Japan
| | - Hirokazu Takahashi
- Department of Internal Medicine, Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga 849-8501, Japan
- Liver Center, Saga University Hospital, Faculty of Medicine, Saga University, Saga 849-8501, Japan
| | - Kazushi Amano
- Internal Medicine, Heiwadai Hospital, Miyazaki 880-0034, Japan
| | - Koshiro Fujisaki
- Internal Medicine, Heiwadai Hospital, Miyazaki 880-0034, Japan
- Fujisaki Clinic, Kagoshima 891-0141, Japan
| | - Shotaro Kita
- Internal Medicine, Heiwadai Hospital, Miyazaki 880-0034, Japan
| | - Kaori Kato
- Internal Medicine, Heiwadai Hospital, Miyazaki 880-0034, Japan
- Ryutokukai Medical Corp, Tsuruta Hospital, Miyazaki 881-0016, Japan
| | - Koujin Nakayama
- Internal Medicine, Heiwadai Hospital, Miyazaki 880-0034, Japan
| | - Yuko Yamashita
- Internal Medicine, Heiwadai Hospital, Miyazaki 880-0034, Japan
| | - Shuji Nakamura
- Internal Medicine, Heiwadai Hospital, Miyazaki 880-0034, Japan
| | - Keizo Anzai
- Department of Internal Medicine, Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga 849-8501, Japan
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Seko Y, Takahashi H, Toyoda H, Hayashi H, Yamaguchi K, Iwaki M, Yoneda M, Arai T, Shima T, Fujii H, Morishita A, Kawata K, Tomita K, Kawanaka M, Yoshida Y, Ikegami T, Notsumata K, Oeda S, Kamada Y, Sumida Y, Fukushima H, Miyoshi E, Aishima S, Okanoue T, Nakajima A, Itoh Y. Diagnostic accuracy of enhanced liver fibrosis test for nonalcoholic steatohepatitis-related fibrosis: Multicenter study. Hepatol Res 2022; 53:312-321. [PMID: 36524984 DOI: 10.1111/hepr.13871] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 12/07/2022] [Accepted: 12/08/2022] [Indexed: 01/12/2023]
Abstract
AIM The enhanced liver fibrosis (ELF) test is a noninvasive method for diagnosing hepatic fibrosis in patients with nonalcoholic fatty liver disease (NAFLD). This multicenter cohort study aimed to evaluate the accuracy of the ELF test and compare it with other noninvasive tests in Japan. METHODS We analyzed 371 Japanese patients with biopsy-proven NAFLD. We constructed area under the receiver operator characteristic curves (AUROC) to determine the diagnostic accuracies of the ELF test, the Mac-2-binding protein glycosylation isomer (M2BPGi), the Fibrosis-4 (FIB-4) index, and combinations of these indices. RESULTS In patients with F0/F1/F2/F3/F4 fibrosis, the median values of the ELF test were 8.98/9.56/10.39/10.92/11.41, respectively. The AUROCs of the ELF test for patients with F0 versus F1-4, F0-1 versus F2-4, F0-2 versus F3-4, and F0-3 versus F4 fibrosis were 0.825/0.817/0.802/0.812, respectively. The AUROCs of the ELF test were greater than those of the FIB-4 index and M2BPGi at each fibrosis stage. Respective low and high cut-off values yielded sensitivities and specificities for predicting advanced fibrosis (≥F3) of 91.1% and 50.8%, and 38.5% and 92.8%, respectively. For F3 or F4 fibrosis, the combined values from the ELF test and FIB-4 index showed a sensitivity of 98.5%, and the combined values from the ELF test and M2BPGi assay showed a specificity of 97.5%. CONCLUSIONS In Japan, the ELF test predicts NAFLD-related fibrosis from its early stages. The diagnostic ability of the ELF test was not inferior to that of other indices, and the combined values of ELF plus other indices were more accurate.
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Affiliation(s)
- Yuya Seko
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | | | - Hidenori Toyoda
- Department of Gastroenterology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Hideki Hayashi
- Department of Gastroenterology and Hepatology, Gifu Municipal Hospital, Gifu, Japan
| | - Kanji Yamaguchi
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Michihiro Iwaki
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Taeang Arai
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Nippon Medical School, Tokyo, Japan
| | - Toshihide Shima
- Department of Gastroenterology and Hepatology, Saiseikai Suita Hospital, Suita, Japan
| | - Hideki Fujii
- Department of Hepatology, Osaka Metropolitan University, Osaka, Japan
| | - Asahiro Morishita
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University, Takamatsu, Japan
| | - Kazuhito Kawata
- Hepatology Division, Department of Internal Medicine II, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Kengo Tomita
- Department of Internal Medicine, National Defense Medical College, Tokorozawa, Japan
| | - Miwa Kawanaka
- General Internal Medicine 2, General Medical Center, Kawasaki Medical School, Okayama, Japan
| | - Yuichi Yoshida
- Department of Gastroenterology and Hepatology, Suita Municipal Hospital, Osaka, Japan
| | - Tadashi Ikegami
- Department of Gastroenterology and Hepatology, Tokyo Medical University Ibaraki Medical Center, Ibaraki, Japan
| | - Kazuo Notsumata
- Department of General Internal Medicine, Fukui-ken Saiseikai Hospital, Fukui, Japan
| | - Satoshi Oeda
- Liver Center, Saga University Hospital, Saga, Japan
| | - Yoshihiro Kamada
- Department of Advanced Metabolic Hepatology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Yoshio Sumida
- Division of Hepatology and Pancreatology, Department of Internal Medicine, Aichi Medical University, Nagakute, Japan
| | - Hideaki Fukushima
- Diagnostics Business Area, Siemens Healthcare Diagnostics K.K., Tokyo, Japan
| | - Eiji Miyoshi
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Japan
| | - Shinichi Aishima
- Department of Pathology and Microbiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Takeshi Okanoue
- Department of Gastroenterology and Hepatology, Saiseikai Suita Hospital, Suita, Japan
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yoshito Itoh
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
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Ozkan H, Ozercan AM. Vibration-controlled Transient Elastography in NAFLD: Review Study. Euroasian J Hepatogastroenterol 2022; 12:S41-S45. [DOI: 10.5005/jp-journals-10018-1365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Low skeletal muscle mass is associated with more severe histological features of non-alcoholic fatty liver disease in male. Hepatol Int 2022; 16:1085-1093. [PMID: 35829867 DOI: 10.1007/s12072-022-10384-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 06/14/2022] [Indexed: 12/15/2022]
Abstract
BACKGROUND/PURPOSE OF THE STUDY Although low skeletal muscle mass is associated with non-alcoholic fatty liver disease (NAFLD), it is currently uncertain whether there are associations between weight-adjusted appendicular skeletal muscle (ASM%), severity of histological features of NAFLD, and the patatin-like phospholipase domain-containing 3 (PNPLA3) rs738409 polymorphism. Our aim was to test for a possible influence of the PNPLA3 rs738409 variant on the association between ASM% and severity of NAFLD histological features. METHODS We enrolled 401 Chinese male with biopsy-proven NAFLD. Using a bioelectrical-impedance body composition analyzer (BIA, Inbody 720, Japan Inc., Tokyo), we calculated the ASM% as the percentage of total appendicular skeletal muscle mass (ASM, kg)/total body mass (kg) × 100. RESULTS Compared to those with high ASM%, patients with low ASM% (≤ 30.6, i.e., the median value of distribution of the whole sample) had a greater severity of individual histological features of NAFLD. These patients also had a higher risk of severe steatosis and non-alcoholic steatohepatitis (NASH) (adjusted-odds ratio [OR] 2.34, 95% CI 1.39-3.93, and adjusted-OR 2.22, 95% CI 1.30-3.77) even after adjusting for age, body mass index, diabetes, and serum creatinine levels. Carriage of the G allele of PNPLA3 rs738409 plus low ASM% was associated with a higher risk of severe steatosis and presence of liver fibrosis (OR 3.02, 95% CI 1.46-6.26, p = 0.003 and OR 2.18, 95% CI 1.03-4.60, p = 0.041 respectively), and there was a non-significant but borderline increased risk of NASH (OR 2.00, 95% CI 0.98-4.06, p = 0.056). CONCLUSIONS Low ASM% and the presence of a G allele within PNPLA3 rs738409 is associated with more severe histological features of NAFLD.
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Kawamura N, Imajo K, Kalutkiewicz KJ, Nagai K, Iwaki M, Kobayashi T, Nogami A, Honda Y, Kessoku T, Ogawa Y, Higurashi T, Hosono K, Takahashi H, Yoneda M, Saito S, Aishima S, Toyoda H, Hayashi H, Sumida Y, Ehman RL, Nakajima A. Influence of liver stiffness heterogeneity on staging fibrosis in patients with nonalcoholic fatty liver disease. Hepatology 2022; 76:186-195. [PMID: 34951726 PMCID: PMC9307017 DOI: 10.1002/hep.32302] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 12/04/2021] [Accepted: 12/14/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIMS Despite that hepatic fibrosis often affects the liver globally, spatial distribution can be heterogeneous. This study aimed to investigate the effect of liver stiffness (LS) heterogeneity on concordance between MR elastography (MRE)-based fibrosis staging and biopsy staging in patients with NAFLD. APPROACH AND RESULTS We retrospectively evaluated data from 155 NAFLD patients who underwent liver biopsy and 3 Tesla MRE and undertook a retrospective validation study of 169 NAFLD patients at three hepatology centers. Heterogeneity of stiffness was assessed by measuring the range between minimum and maximum MRE-based LS measurement (LSM). Variability of LSM was defined as the stiffness range divided by the maximum stiffness value. The cohort was divided into two groups (homogenous or heterogeneous), according to whether variability was below or above the average for the training cohort. Based on histopathology and receiver operating characteristic (ROC) analysis, optimum LSM thresholds were determined for MRE-based fibrosis staging of stage 4 (4.43, kPa; AUROC, 0.89) and stage ≥3 (3.93, kPa; AUROC, 0.89). In total, 53 had LSM above the threshold for stage 4. Within this group, 30 had a biopsy stage of <4. In 86.7% of these discordant cases, variability of LSM was classified as heterogeneous. In MRE-based LSM stage ≥3, 88.9% of discordant cases were classified as heterogeneous. Results of the validation cohort were similar to those of the training cohort. CONCLUSIONS Discordance between biopsy- and MRE-based fibrosis staging is associated with heterogeneity in LSM, as depicted with MRE.
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Affiliation(s)
- Nobuyoshi Kawamura
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan,Department of GastroenterologyShin‐yurigaoka General HospitalKawasaki CityJapan
| | - Kento Imajo
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan,Department of GastroenterologyShin‐yurigaoka General HospitalKawasaki CityJapan
| | | | - Koki Nagai
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan,Department of GastroenterologyShin‐yurigaoka General HospitalKawasaki CityJapan
| | - Michihiro Iwaki
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Takashi Kobayashi
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Asako Nogami
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Yasushi Honda
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Takaomi Kessoku
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Yuji Ogawa
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Takuma Higurashi
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Kunihiro Hosono
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Hirokazu Takahashi
- Division of Metabolism and EndocrinologyFaculty of MedicineSaga UniversitySagaJapan
| | - Masato Yoneda
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Satoru Saito
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
| | - Shinichi Aishima
- Department of Pathology and MicrobiologyFaculty of MedicineSaga UniversitySagaJapan
| | - Hidenori Toyoda
- Department of Gastroenterology and HepatologyOgaki Municipal HospitalOgaki CityJapan
| | - Hideki Hayashi
- Department of Gastroenterology and HepatologyGifu Municipal HospitalGifu CityJapan
| | - Yoshio Sumida
- Department of Hepatology and PancreatologyAichi Medical University of MedicineNagakuteJapan
| | | | - Atsushi Nakajima
- Department of Gastroenterology and HepatologyYokohama City University Graduate School of MedicineYokohamaJapan
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Lugtu EJ, Ramos DB, Agpalza AJ, Cabral EA, Carandang RP, Dee JE, Martinez A, Jose JE, Santillan A, Bangaoil R, Albano PM, Tomas RC. Artificial neural network in the discrimination of lung cancer based on infrared spectroscopy. PLoS One 2022; 17:e0268329. [PMID: 35551276 PMCID: PMC9098097 DOI: 10.1371/journal.pone.0268329] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 04/27/2022] [Indexed: 12/19/2022] Open
Abstract
Given the increasing prevalence of lung cancer worldwide, an auxiliary diagnostic method is needed alongside the microscopic examination of biopsy samples, which is dependent on the skills and experience of pathologists. Thus, this study aimed to advance lung cancer diagnosis by developing five (5) artificial neural network (NN) models that can discriminate malignant from benign samples based on infrared spectral data of lung tumors (n = 122; 56 malignant, 66 benign). NNs were benchmarked with classical machine learning (CML) models. Stratified 10-fold cross-validation was performed to evaluate the NN models, and the performance metrics—area under the curve (AUC), accuracy (ACC) positive predictive value (PPV), negative predictive value (NPV), specificity rate (SR), and recall rate (RR)—were averaged for comparison. All NNs were able to outperform the CML models, however, support vector machine is relatively comparable to NNs. Among the NNs, CNN performed best with an AUC of 92.28% ± 7.36%, ACC of 98.45% ± 1.72%, PPV of 96.62% ± 2.30%, NPV of 90.50% ± 11.92%, SR of 96.01% ± 3.09%, and RR of 89.21% ± 12.93%. In conclusion, NNs can be potentially used as a computational tool in lung cancer diagnosis based on infrared spectroscopy of lung tissues.
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Affiliation(s)
- Eiron John Lugtu
- Department of Medical Technology, Faculty of Pharmacy, University of Santo Tomas, Manila, Philippines
- * E-mail:
| | - Denise Bernadette Ramos
- Department of Medical Technology, Faculty of Pharmacy, University of Santo Tomas, Manila, Philippines
| | - Alliah Jen Agpalza
- Department of Medical Technology, Faculty of Pharmacy, University of Santo Tomas, Manila, Philippines
| | - Erika Antoinette Cabral
- Department of Medical Technology, Faculty of Pharmacy, University of Santo Tomas, Manila, Philippines
| | - Rian Paolo Carandang
- Department of Medical Technology, Faculty of Pharmacy, University of Santo Tomas, Manila, Philippines
| | - Jennica Elia Dee
- Department of Medical Technology, Faculty of Pharmacy, University of Santo Tomas, Manila, Philippines
| | - Angelica Martinez
- Department of Medical Technology, Faculty of Pharmacy, University of Santo Tomas, Manila, Philippines
| | - Julius Eleazar Jose
- Department of Medical Technology, Faculty of Pharmacy, University of Santo Tomas, Manila, Philippines
| | - Abegail Santillan
- Research Center for the Natural and Applied Sciences, University of Santo Tomas, Manila, Philippines
- The Graduate School, University of Santo Tomas, Manila, Philippines
| | - Ruth Bangaoil
- Research Center for the Natural and Applied Sciences, University of Santo Tomas, Manila, Philippines
- The Graduate School, University of Santo Tomas, Manila, Philippines
- University of Santo Tomas Hospital, Manila, Philippines
| | - Pia Marie Albano
- Research Center for the Natural and Applied Sciences, University of Santo Tomas, Manila, Philippines
- The Graduate School, University of Santo Tomas, Manila, Philippines
- Department of Biological Sciences, College of Science, University of Santo Tomas, Manila, Philippines
| | - Rock Christian Tomas
- Department of Electrical Engineering, University of the Philippines Los Baños, Laguna, Philippines
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10
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Tamaki N, Munaganuru N, Jung J, Yonan AQ, Loomba RR, Bettencourt R, Ajmera V, Valasek MA, Behling C, Sirlin CB, Loomba R. Clinical utility of 30% relative decline in MRI-PDFF in predicting fibrosis regression in non-alcoholic fatty liver disease. Gut 2022; 71:983-990. [PMID: 33883248 PMCID: PMC8594562 DOI: 10.1136/gutjnl-2021-324264] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 03/25/2021] [Accepted: 04/08/2021] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Emerging data suggest that a 30% relative decline in liver fat, as assessed by MRI-proton density fat fraction (MRI-PDFF), may be associated with Non-Alcoholic Fatty Liver Disease Activity Score improvement, but the association between decline in MRI-PDFF and fibrosis regression is not known. Therefore, we aimed to examine the association between ≥30% relative decline in MRI-PDFF and fibrosis regression in non-alcoholic fatty liver disease (NAFLD). DESIGN This prospective study included 100 well-characterised patients with biopsy-proven NAFLD with paired contemporaneous MRI-PDFF assessment at two time points. MRI-PDFF response was defined as ≥30% relative decline in MRI-PDFF. The primary outcome was ≥1 stage histological fibrosis regression. RESULTS The median (IQR) age was 54 (43-62) years and body mass index was 31.9 (29-36) kg/m2. In multivariable-adjusted logistic regression analysis (adjusted for age, gender, diabetes status, race/ethnicity, interval between biopsies, gamma-glutamyl transferase, liver stiffness by magnetic resonance elastography and change in platelet counts), MRI-PDFF response was an independent predictor of fibrosis regression with an adjusted OR of 6.46 (95% CI 1.1 to 37.0, p=0.04). The proportion of patients with MRI-PDFF response with fibrosis regression, no change in fibrosis and fibrosis progression was 40.0%, 24.6% and 13.0%, respectively, and the proportion of patients with MRI-PDFF response increased with fibrosis regression (p=0.03). CONCLUSION ≥30% reduction in MRI-PDFF in early phase trials can provide a useful estimate of odds of ≥1 stage improvement in fibrosis. These data may be helpful in sample size estimation in non-alcoholic steatohepatitis trials.
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Affiliation(s)
- Nobuharu Tamaki
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Musashino, Japan
| | - Nagambika Munaganuru
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Jinho Jung
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Aed Qas Yonan
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Rohan R Loomba
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
- Cathedral Catholic High School, San Diego, California, USA
| | - Richele Bettencourt
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Veeral Ajmera
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Mark A Valasek
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Cynthia Behling
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Rohit Loomba
- NAFLD Research Center, Department of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
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11
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Tamaki N, Imajo K, Sharpton S, Jung J, Kawamura N, Yoneda M, Valasek MA, Behling C, Sirlin CB, Nakajima A, Loomba R. Magnetic resonance elastography plus Fibrosis-4 versus FibroScan-aspartate aminotransferase in detection of candidates for pharmacological treatment of NASH-related fibrosis. Hepatology 2022; 75:661-672. [PMID: 34496054 PMCID: PMC9683538 DOI: 10.1002/hep.32145] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/31/2021] [Accepted: 09/03/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIMS Patients with NAFLD with significant hepatic fibrosis (Stage ≥ 2) are at increased risk of liver-related morbidity and are candidates for pharmacologic therapies. In this study, we compared the diagnostic accuracy of MEFIB (the combination of magnetic resonance elastography [MRE] and Fibrosis-4 [FIB-4]) and FAST (FibroScan-aspartate aminotransferase; combined liver stiffness measurement by vibration-controlled transient elastography, controlled attenuation parameter, and aspartate aminotransferase) for detecting significant fibrosis. APPROACH AND RESULTS This prospective cohort study included 234 consecutive patients with NAFLD who underwent liver biopsy, MRE, and FibroScan at the University of California San Diego (UCSD cohort) and an independent cohort (N = 314) from Yokohama City University, Japan. The primary outcome was diagnostic accuracy for significant fibrosis (Stage ≥ 2). The proportions of significant fibrosis in the UCSD and Yokohama cohorts were 29.5% and 66.2%, respectively. Area under the receiver operating characteristic curve (95% CI) of MEFIB (0.860 [0.81-0.91]) was significantly higher than that of FAST (0.757 [0.69-0.82]) in the UCSD cohort (p = 0.005), with consistent results in the Yokohama cohort (AUROC, 0.899 [MEFIB] versus 0.724 [FAST]; p < 0.001). When used as the rule-in criteria (MEFIB, MRE ≥ 3.3 kPa and FIB-4 ≥ 1.6; FAST ≥ 0.67), the positive predictive value for significant fibrosis was 91.2%-96.0% for MEFIB and 74.2%-89.2% for FAST. When used as the rule-out criteria (MEFIB, MRE < 3.3 kPa and FIB-4 < 1.6; FAST ≤ 0.35), the negative predictive value for significant fibrosis was 85.6%-92.8% for MEFIB and 57.8%-88.3% for FAST. CONCLUSIONS MEFIB has higher diagnostic accuracy than FAST for significant fibrosis in NAFLD, and our results support the utility of a two-step strategy for detecting significant fibrosis in NAFLD.
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Affiliation(s)
- Nobuharu Tamaki
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA,Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Kento Imajo
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan,Department of Gastroenterology, Shin-yurigaoka General Hospital, Kanagawa, Japan
| | - Suzanne Sharpton
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Jinho Jung
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Nobuyoshi Kawamura
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan,Department of Gastroenterology, Shin-yurigaoka General Hospital, Kanagawa, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan
| | - Mark A. Valasek
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Cynthia Behling
- Sharp Medical Group, Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Claude B. Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego, La Jolla, California, USA
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Kanagawa, Japan
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA,Division of Epidemiology, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
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12
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Du X, DeForest N, Majithia AR. Human Genetics to Identify Therapeutic Targets for NAFLD: Challenges and Opportunities. Front Endocrinol (Lausanne) 2021; 12:777075. [PMID: 34950105 PMCID: PMC8688763 DOI: 10.3389/fendo.2021.777075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 10/23/2021] [Indexed: 12/15/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a continuous progression of pathophysiologic stages that is challenging to diagnose due to its inherent heterogeneity and poor standardization across a wide variety of diagnostic measures. NAFLD is heritable, and several loci have been robustly associated with various stages of disease. In the past few years, larger genetic association studies using new methodology have identified novel genes associated with NAFLD, some of which have shown therapeutic promise. This mini-review provides an overview of the heterogeneity in NAFLD phenotypes and diagnostic methods, discusses genetic associations in relation to the specific stages for which they were identified, and offers a perspective on the design of future genetic mapping studies to accelerate therapeutic target identification.
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Affiliation(s)
- Xiaomi Du
- Division of Endocrinology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
- Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA, United States
| | - Natalie DeForest
- Division of Endocrinology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
- Biomedical Sciences Graduate Program, University of California San Diego, La Jolla, CA, United States
| | - Amit R. Majithia
- Division of Endocrinology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
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13
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Alhinai A, Patel K, Fonseca VA, Sebastiani G. Non-invasive diagnosis of nonalcoholic fatty liver disease in patients with type 2 diabetes. J Diabetes Complications 2021; 35:107978. [PMID: 34183247 DOI: 10.1016/j.jdiacomp.2021.107978] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 05/19/2021] [Accepted: 06/12/2021] [Indexed: 02/07/2023]
Abstract
Liver disease has emerged as a significant cause of death in people with type 2 diabetes (T2D). Due to a common underlying pathogenic mechanism, namely insulin resistance, T2D represents the main risk factor for nonalcoholic fatty liver disease (NAFLD), characterized by a buildup of fat in the liver. Globally, NAFLD is the most common liver disease, affecting a quarter of the general adult population. The development of nonalcoholic steatohepatitis (NASH) signifies an increased risk of liver fibrosis progression that can result in cirrhosis, hepatocellular carcinoma (HCC), and death. Liver fibrosis progression and development of cirrhosis is mostly asymptomatic until complications from decompensated end-stage liver disease arise. Traditionally, liver biopsy is used to diagnose NASH and stage fibrosis, however, it is invasive and costly. Non-invasive diagnostic alternatives include serum biomarkers and imaging techniques. Early identification of advanced liver fibrosis is pivotal to prompt initiation of targeted surveillance, including screening for HCC, as well as providing options for current and investigational therapeutic interventions to reduce fibrosis progression. This review gives an update on non-invasive diagnostic tools for NAFLD and liver fibrosis in the specific context of T2D, providing clinicians a pragmatic diagnostic approach to this frequent comorbidity in diabetes medicine.
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Affiliation(s)
- Alshaima Alhinai
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada
| | - Keyur Patel
- Division of Gastroenterology and Hepatology, University Health Network Toronto, Toronto General Hospital, Toronto, ON, Canada
| | - Vivian A Fonseca
- Department of Medicine, Division of Endocrinology and Metabolism, School of Medicine, Tulane University Health Sciences Center, New Orleans, LA, USA
| | - Giada Sebastiani
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada; Division of Gastroenterology and Hepatology, McGill University Health Centre, Montreal, QC, Canada.
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14
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Kimura S, Tanaka K, Oeda S, Inoue K, Inadomi C, Kubotsu Y, Yoshioka W, Okada M, Isoda H, Kuwashiro T, Akiyama T, Kurashige A, Oshima A, Oshima M, Matsumoto Y, Kawaguchi A, Anzai K, Sueoka E, Aishima S, Takahashi H. Effect of skin-capsular distance on controlled attenuation parameter for diagnosing liver steatosis in patients with nonalcoholic fatty liver disease. Sci Rep 2021; 11:15641. [PMID: 34341368 PMCID: PMC8329228 DOI: 10.1038/s41598-021-94970-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 07/19/2021] [Indexed: 12/16/2022] Open
Abstract
The effect of the skin-capsular distance (SCD) on the controlled attenuation parameter (CAP) for diagnosis of liver steatosis in patients with nonalcoholic fatty liver disease (NAFLD) remains unclear. The SCD was measured using B-mode ultrasound, and the CAP was measured using the M probe of FibroScan®. According to the indications of the M probe, 113 patients with an SCD of ≤ 25 mm were included in the present study. The association between the SCD and CAP was investigated, and the diagnostic performance of the SCD-adjusted CAP was tested. The SCD showed the most significant positive correlation with the CAP (ρ = 0.329, p < 0.001). In the multiple regression analysis, the SCD and serum albumin concentration were associated with the CAP, independent of pathological liver steatosis. According to the multivariate analysis, two different formulas were developed to obtain the adjusted CAP using the SCD and serum albumin concentration as follows: adjusted CAP (dB/m) = CAP - (5.26 × SCD) and adjusted CAP (dB/m) = CAP - (5.35 × SCD) - (25.77 × serum albumin concentration). The area under the receiver operating characteristic curve for diagnosis of a steatosis score ≥ 2 of adjusted CAP was 0.678 and 0.684 respectively, which were significantly greater than the original CAP (0.621: p = 0.030 and p = 0.024). The SCD is associated with the CAP independent of liver steatosis. Adjustment of the CAP using the SCD improves the diagnostic performance of the CAP in NAFLD.
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Affiliation(s)
- Syunichiro Kimura
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Kenichi Tanaka
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Satoshi Oeda
- Liver Center, Saga University Hospital, 5-1-1 Nabeshima, Saga, 849-8501, Japan.
- Department of Laboratory Medicine, Saga University Hospital, 5-1-1 Nabeshima, Saga, 849-8501, Japan.
| | - Kaori Inoue
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Chika Inadomi
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Yoshihito Kubotsu
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Wataru Yoshioka
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Michiaki Okada
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Hiroshi Isoda
- Liver Center, Saga University Hospital, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Takuya Kuwashiro
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Takumi Akiyama
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Aya Kurashige
- Department of Laboratory Medicine, Saga University Hospital, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Ayaka Oshima
- Department of Laboratory Medicine, Saga University Hospital, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Mayumi Oshima
- Department of Laboratory Medicine, Saga University Hospital, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Yasue Matsumoto
- Department of Laboratory Medicine, Saga University Hospital, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Atsushi Kawaguchi
- Education and Research Center for Community Medicine, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Keizo Anzai
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Eisaburo Sueoka
- Department of Laboratory Medicine, Saga University Hospital, 5-1-1 Nabeshima, Saga, 849-8501, Japan
- Department of Clinical Laboratory Medicine, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Shinichi Aishima
- Department of Pathology & Microbiology, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga, 849-8501, Japan
| | - Hirokazu Takahashi
- Liver Center, Saga University Hospital, 5-1-1 Nabeshima, Saga, 849-8501, Japan
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15
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Kozłowska-Petriczko K, Wunsch E, Petriczko J, Syn WK, Milkiewicz P. Diagnostic Accuracy of Non-Imaging and Ultrasound-Based Assessment of Hepatic Steatosis Using Controlled Attenuation Parameter (CAP) as Reference. J Clin Med 2021; 10:jcm10071507. [PMID: 33916626 PMCID: PMC8038574 DOI: 10.3390/jcm10071507] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 03/31/2021] [Accepted: 04/01/2021] [Indexed: 12/31/2022] Open
Abstract
Background & Aims: In view of the limited reliability of biopsies in the assessment of liver fat, a non-invasive, trustworthy, and more accessible method estimating a degree of steatosis is urgently needed. While the controlled attenuation parameter (CAP) is used to quantify hepatic fat, its availability in routine practice is limited. Therefore, the aim of this study was to compare the diagnostic accuracy of biomarker- and ultrasound-based techniques for the diagnosis and grading of hepatic steatosis. Methods: This was a prospective study of 167 adults with and without non-alcoholic fatty liver disease. As measured against CAP, we assessed Hamaguchi’s score and the hepatorenal index (HRI), and the following biochemical measures: the fatty liver index, hepatic steatosis index, and lipid accumulation product scores during a single out-patient visit. Area under the receiver operating curve (AUROC) analyses were used to evaluate the diagnostic accuracy of each test and to calculate optimal thresholds for the ultrasound techniques. Results: All non-invasive methods displayed high accuracy in detecting steatosis (mean AUC value ≥ 0.90), with Hamaguchi’s score and the HRI being the most precise. These two tests also had the highest sensitivity and specificity (82.2% and 100%; 86.9% and 94.8%, respectively). We propose new thresholds for Hamaguchi’s score and HRI for hepatic steatosis grading, indicated by optimal sensitivity and specificity. Conclusions: Ultrasound-based techniques are the most accurate for assessing liver steatosis compared to other non-invasive tests. Given the accessibility of ultrasonography, this finding is of practical importance for the assessment of liver steatosis in clinical settings.
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Affiliation(s)
- Katarzyna Kozłowska-Petriczko
- Translational Medicine Group, Pomeranian Medical University, 70-204 Szczecin, Poland; (K.K.-P.); (P.M.)
- Department of Gastroenterology and Internal Medicine, SPWSZ Hospital, 71-455 Szczecin, Poland
| | - Ewa Wunsch
- Translational Medicine Group, Pomeranian Medical University, 70-204 Szczecin, Poland; (K.K.-P.); (P.M.)
- Correspondence:
| | - Jan Petriczko
- Department of Plastic, Endocrine and General Surgery, Pomeranian Medical University, 70-204 Szczecin, Poland;
| | - Wing-Kin Syn
- Division of Gastroenterology and Hepatology, Medical University of South Carolina, Charleston, SC 29425, USA;
| | - Piotr Milkiewicz
- Translational Medicine Group, Pomeranian Medical University, 70-204 Szczecin, Poland; (K.K.-P.); (P.M.)
- Liver and Internal Medicine Unit, Medical University of Warsaw, 02-097 Warsaw, Poland
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16
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Tamaki N, Kurosaki M, Takahashi Y, Itakura Y, Kirino S, Inada K, Yamashita K, Sekiguchi S, Hayakawa Y, Osawa L, Higuchi M, Takaura K, Maeyashiki C, Kaneko S, Yasui Y, Tsuchiya K, Nakanishi H, Itakura J, Loomba R, Izumi N. Wisteria floribunda Agglutinin-Positive Mac-2 Binding Protein as a Screening Tool for Significant Liver Fibrosis in Health Checkup. Int J Mol Sci 2020; 22:ijms22010040. [PMID: 33375190 PMCID: PMC7793131 DOI: 10.3390/ijms22010040] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 12/09/2020] [Accepted: 12/17/2020] [Indexed: 02/08/2023] Open
Abstract
Chronic liver disease is generally widespread, and a test for screening fibrotic subjects in a large population is needed. The ability of Wisteria floribunda agglutinin-positive mac-2 binding protein (WFA+-M2BP) to detect significant fibrosis was investigated in health checkup subjects in this research. Of 2021 health checkup subjects enrolled in this prospective cross-sectional study, those with WFA+-M2BP ≥ 1.0 were defined as high risk. Liver fibrosis was evaluated using magnetic resonance elastography (MRE) in subjects with high risk. The primary outcome was the positive predictive value (PPV) of WFA+-M2BP for significant fibrosis (liver stiffness ≥ 2.97 kPa by MRE). This trial was registered with the UMIN clinical trial registry, UMIN000036175. WFA+-M2BP ≥ 1.0 was observed in 5.3% of the 2021 subjects. The PPV for significant fibrosis with the threshold of WFA+-M2BP at ≥1.0, ≥1.1, ≥1.2, ≥1.3, ≥1.4, and ≥1.5 was 29.2%, 36.4%, 43.5%, 42.9%, 62.5%, and 71.4%, respectively. A WFA+-M2BP of 1.2 was selected as the optimal threshold for significant fibrosis among high-risk subjects, and the PPV, negative predictive value, sensitivity, and specificity for significant fibrosis were 43.5%, 84.0%, 71.4%, and 61.8%, respectively. WFA+-M2BP ≥ 1.2 was significantly associated with significant fibrosis, with an odds ratio (OR) of 4.04 (95% confidence interval (CI): 1.1–16, p = 0.04), but not FIB-4 ≥ 2.67 (OR: 2.40, 95%CI: 0.7–8.6, p-value = 0.2). In conclusion, WFA+-M2BP is associated with significant fibrosis and could narrow down potential subjects with liver fibrosis. The strategy of narrowing down fibrosis subjects using WFA+-M2BP may be used to screen for fibrotic subjects in a large population.
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Affiliation(s)
- Nobuharu Tamaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
- Department of Medicine, Division of Gastroenterology and Hepatology, NAFLD Research Center, University of California San Diego, La Jolla, CA 92093, USA;
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Yuka Takahashi
- Medical Examination Center, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (Y.T.); (Y.I.)
| | - Yoshie Itakura
- Medical Examination Center, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (Y.T.); (Y.I.)
| | - Sakura Kirino
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Kento Inada
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Koji Yamashita
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Shuhei Sekiguchi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Yuka Hayakawa
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Leona Osawa
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Mayu Higuchi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Kenta Takaura
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Chiaki Maeyashiki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Shun Kaneko
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Yutaka Yasui
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Kaoru Tsuchiya
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Hiroyuki Nakanishi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Jun Itakura
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
| | - Rohit Loomba
- Department of Medicine, Division of Gastroenterology and Hepatology, NAFLD Research Center, University of California San Diego, La Jolla, CA 92093, USA;
| | - Namiki Izumi
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo 180-8610, Japan; (N.T.); (M.K.); (S.K.); (K.I.); (K.Y.); (S.S.); (Y.H.); (L.O.); (M.H.); (K.T.); (C.M.); (S.K.); (Y.Y.); (K.T.); (H.N.); (J.I.)
- Correspondence: ; Tel.: +81-422-32-3111; Fax: +81-422-32-9551
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17
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Oeda S, Tanaka K, Oshima A, Matsumoto Y, Sueoka E, Takahashi H. Diagnostic Accuracy of FibroScan and Factors Affecting Measurements. Diagnostics (Basel) 2020; 10:diagnostics10110940. [PMID: 33198092 PMCID: PMC7696616 DOI: 10.3390/diagnostics10110940] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 11/10/2020] [Accepted: 11/11/2020] [Indexed: 12/12/2022] Open
Abstract
Evaluating liver steatosis and fibrosis is important for patients with non-alcoholic fatty liver disease. Although liver biopsy and pathological assessment is the gold standard for these conditions, this technique has several disadvantages. The evaluation of steatosis and fibrosis using ultrasound B-mode imaging is qualitative and subjective. The liver stiffness measurement (LSM) and controlled attenuation parameter (CAP) determined using FibroScan are the evidence-based non-invasive measures of liver fibrosis and steatosis, respectively. The LSM and CAP measurements are carried out simultaneously, and the median values of more than ten valid measurements are used to quantify liver fibrosis and steatosis. Here, we demonstrate that the reliability of the LSM depends on the interquartile range to median ratio (IQR/Med), but CAP values do not depend on IQR/Med. In addition, the LSM is affected by inflammation, congestion, and cholestasis in addition to fibrosis, while CAP values are affected by the body mass index in addition to steatosis. We also show that the M probe provides higher LSM values but lower CAP values than the XL probe in the same population. However, there was no statistically significant difference between the diagnostic accuracies of the two probes. These findings are important to understand the reliability of FibroScan measurements and the factors influencing measurement values for all patients.
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Affiliation(s)
- Satoshi Oeda
- Liver Center, Saga University Hospital, 5-1-1 Nabeshima, Saga 849-8501, Japan;
- Department of Laboratory Medicine, Saga University Hospital, 5-1-1 Nabeshima, Saga 849-8501, Japan; (A.O.); (Y.M.); (E.S.)
- Correspondence:
| | - Kenichi Tanaka
- Department of Internal Medicine, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga 849-8501, Japan;
| | - Ayaka Oshima
- Department of Laboratory Medicine, Saga University Hospital, 5-1-1 Nabeshima, Saga 849-8501, Japan; (A.O.); (Y.M.); (E.S.)
| | - Yasue Matsumoto
- Department of Laboratory Medicine, Saga University Hospital, 5-1-1 Nabeshima, Saga 849-8501, Japan; (A.O.); (Y.M.); (E.S.)
| | - Eisaburo Sueoka
- Department of Laboratory Medicine, Saga University Hospital, 5-1-1 Nabeshima, Saga 849-8501, Japan; (A.O.); (Y.M.); (E.S.)
- Department of Clinical Laboratory Medicine, Faculty of Medicine, Saga University, 5-1-1 Nabeshima, Saga 849-8501, Japan
| | - Hirokazu Takahashi
- Liver Center, Saga University Hospital, 5-1-1 Nabeshima, Saga 849-8501, Japan;
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18
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Kage M, Aishima S, Kusano H, Yano H. Histopathological findings of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis. J Med Ultrason (2001) 2020; 47:549-554. [PMID: 33136250 DOI: 10.1007/s10396-020-01061-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 10/09/2020] [Indexed: 02/06/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is based on the concept of pathological morphology as well as clinical findings, and is broadly categorized into nonalcoholic fatty liver (NAFL) and nonalcoholic steatohepatitis (NASH). The differential diagnosis between NAFL and NASH is important because NASH has the potential to progress to cirrhosis and hepatocellular carcinoma. NAFL is simple hepatic steatosis without hepatocellular injury, while NASH is characterized by macrovesicular steatosis, inflammation, and ballooning hepatocytes with a predominantly centrilobular (zone 3) distribution. Liver biopsy is a useful test for diagnosing NAFLD, but it is invasive. Therefore, various noninvasive methods including diagnostic imaging have been developed in recent years. To verify their usefulness, it is necessary to clarify in detail how the pathological findings are reflected in the image findings as imaging and histopathological findings are closely related. We describe the main histological features of NAFLD, i.e., steatosis, inflammation, ballooning hepatocytes, Mallory-Denk bodies, and fibrosis, as well as the evolutional process to liver cirrhosis.
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Affiliation(s)
- Masayoshi Kage
- Department of Medical Engineering, Junshin Gakuen University, 1-1-1 Chikushigaoka, Minami-ku, Fukuoka, 815-8510, Japan.
| | - Shinichi Aishima
- Department of Pathology and Microbiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Hironori Kusano
- Department of Pathology, School of Medicine, Kurume University, Kurume, Japan
| | - Hirohisa Yano
- Department of Pathology, School of Medicine, Kurume University, Kurume, Japan
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19
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Oeda S, Takahashi H, Imajo K, Seko Y, Kobayashi T, Ogawa Y, Moriguchi M, Yoneda M, Anzai K, Irie H, Sueoka E, Aishima S, Kage M, Itoh Y, Eguchi Y, Nakajima A. Diagnostic accuracy of FibroScan-AST score to identify non-alcoholic steatohepatitis with significant activity and fibrosis in Japanese patients with non-alcoholic fatty liver disease: Comparison between M and XL probes. Hepatol Res 2020; 50:831-839. [PMID: 32337818 DOI: 10.1111/hepr.13508] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Revised: 04/13/2020] [Accepted: 04/15/2020] [Indexed: 12/11/2022]
Abstract
AIM Recently, FibroScan-AST (FAST) score was reported to be effective for identifying non-alcoholic steatohepatitis (NASH) with significant activity and fibrosis in non-alcoholic fatty liver disease (NAFLD). The aim of this study was to confirm the diagnostic accuracy of FAST score of Japanese patients and compare the cut-off values and diagnostic accuracy between the FibroScan M and XL probes. METHODS Eighty-two and 84 patients were included the verification and validation sets, respectively. All patients were diagnosed with NAFLD by biopsy by two central expert pathologists. Liver stiffness measurements and controlled attenuation parameter were carried out, and diagnostic performance was evaluated using receiver operating characteristic (ROC) curve analysis. RESULTS No significant difference existed in FAST score between the M and XL probes (0.489 vs. 0.483, P = 0.187). No significant difference existed in the area under the ROC between the two probes (M, 0.7598; XL, 0.7614; P = 0.958). According to the Youden index, the cut-off value using the M probe was 0.57 with 68.2% sensitivity and 78.3% specificity. For the XL probe, the cut-off value was 0.56 with 68.2% sensitivity and 73.3% specificity. To obtain sensitivity and specificity values higher than 90%, cut-off values of 0.35 and 0.66 were chosen for the M probe and 0.32 and 0.63 were chosen for the XL probe. CONCLUSIONS There was no significant difference in diagnostic accuracy of FAST score between the FibroScan M and XL probes. The FAST score can be used to identify NASH with significant risk in Japanese patients regardless of probe selection.
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Affiliation(s)
- Satoshi Oeda
- Liver Center, Saga University Hospital, Saga, Japan.,Department of Laboratory Medicine, Saga University Hospital, Saga, Japan
| | - Hirokazu Takahashi
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan
| | - Kento Imajo
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yuya Seko
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Takashi Kobayashi
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yuji Ogawa
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Michihisa Moriguchi
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Keizo Anzai
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan
| | - Hiroyuki Irie
- Department of Radiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Eisaburo Sueoka
- Department of Laboratory Medicine, Saga University Hospital, Saga, Japan.,Department of Clinical Laboratory Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Shinichi Aishima
- Department of Pathology and Microbiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Masayoshi Kage
- Kurume University Research Center for Innovative Cancer Therapy, Kurume, Japan
| | - Yoshito Itoh
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | | | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
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