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Zhong Y, Chen L, Ding F, Ou W, Zhang X, Weng S. Assessing microvascular invasion in HBV-related hepatocellular carcinoma: an online interactive nomogram integrating inflammatory markers, radiomics, and convolutional neural networks. Front Oncol 2024; 14:1401095. [PMID: 39351352 PMCID: PMC11439624 DOI: 10.3389/fonc.2024.1401095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 08/22/2024] [Indexed: 10/04/2024] Open
Abstract
Objective The early recurrence of hepatocellular carcinoma (HCC) correlates with decreased overall survival. Microvascular invasion (MVI) stands out as a prominent hazard influencing post-resection survival status and metastasis in patients with HBV-related HCC. The study focused on developing a web-based nomogram for preoperative prediction of MVI in HBV-HCC. Materials and methods 173 HBV-HCC patients from 2017 to 2022 with complete preoperative clinical data and Gadopentetate dimeglumine-enhanced magnetic resonance images were randomly divided into two groups for the purpose of model training and validation, using a ratio of 7:3. MRI signatures were extracted by pyradiomics and the deep neural network, 3D ResNet. Clinical factors, blood-cell-inflammation markers, and MRI signatures selected by LASSO were incorporated into the predictive nomogram. The evaluation of the predictive accuracy involved assessing the area under the receiver operating characteristic (ROC) curve (AUC), the concordance index (C-index), along with analyses of calibration and decision curves. Results Inflammation marker, neutrophil-to-lymphocyte ratio (NLR), was positively correlated with independent MRI radiomics risk factors for MVI. The performance of prediction model combined serum AFP, AST, NLR, 15 radiomics features and 7 deep features was better than clinical and radiomics models. The combined model achieved C-index values of 0.926 and 0.917, with AUCs of 0.911 and 0.907, respectively. Conclusion NLR showed a positive correlation with MRI radiomics and deep learning features. The nomogram, incorporating NLR and MRI features, accurately predicted individualized MVI risk preoperatively.
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Affiliation(s)
- Yun Zhong
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Abdominal Surgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Lingfeng Chen
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Abdominal Surgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Fadian Ding
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Abdominal Surgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Wenshi Ou
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Abdominal Surgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Xiang Zhang
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Abdominal Surgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Shangeng Weng
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Abdominal Surgery Research Institute, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Department of Hepatobiliary and Pancreatic Surgery, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
- Fujian Provincial Key Laboratory of Precision Medicine for Cancer, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
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Gnawali A, Pathak R, Koirala D, Pandey R, Hamal R, Jha A, Bhandari BK, Gyawali S. Hepatocellular Carcinoma among Patients with Chronic Liver Disease in a Tertiary Care Centre: A Descriptive Cross-sectional Study. JNMA J Nepal Med Assoc 2024; 62:165-169. [PMID: 39356791 PMCID: PMC10924482 DOI: 10.31729/jnma.8488] [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: 02/28/2024] [Indexed: 10/04/2024] Open
Abstract
INTRODUCTION Hepatocellular carcinoma is the most common primary liver cancer. Viral hepatitis, alcohol abuse, and autoimmune hepatitis are the common causes of hepatocellular carcinoma. Usually patients present at advanced stages where curative treatment is no longer possible. This study aimed to find the prevalence of hepatocellular carcinoma among patients with chronic liver disease in a tertiary care centre. METHODS This is a descriptive cross-sectional study conducted in a single tertiary care centre from March 2020 to August 2022. The study was done among inpatients of the Department of Gastroenterology after ethical approval from the Institutional Review Committee. A total population sampling method was used and data were collected using predetermined proformas. Point estimate at 95% Confidence Interval was calculated. RESULTS Among 1440 patients, hepatocellular carcinoma was seen in 54 (3.75%) (2.77-4.73, 95% Confidence Interval). At the time of diagnosis, 48 (88.89%) were symptomatic. The presenting symptoms were weight loss seen in 35 (64.81%) being the most common. Out of them, 37 (68.52%) consumed alcohol and 40 (74.07%) smoked cigarettes. CONCLUSIONS Hepatocellular carcinoma is a notable concern. Alcohol-related liver cirrhosis is the most frequent condition encountered in patients with hepatocellular carcinoma in our setting.
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Affiliation(s)
- Arun Gnawali
- Department of Gastroenterology, Tribhuvan University Teaching Hospital, Institute of Medicine, Maharajgunj, Kathmandu, Nepal
| | - Rahul Pathak
- Department of Gastroenterology, Tribhuvan University Teaching Hospital, Institute of Medicine, Maharajgunj, Kathmandu, Nepal
| | - Dinesh Koirala
- Department of Gastroenterology, Tribhuvan University Teaching Hospital, Institute of Medicine, Maharajgunj, Kathmandu, Nepal
| | - Rajesh Pandey
- Department of Gastroenterology, Tribhuvan University Teaching Hospital, Institute of Medicine, Maharajgunj, Kathmandu, Nepal
| | - Rabin Hamal
- Department of Gastroenterology, Tribhuvan University Teaching Hospital, Institute of Medicine, Maharajgunj, Kathmandu, Nepal
| | - Anurag Jha
- Department of Gastroenterology, Tribhuvan University Teaching Hospital, Institute of Medicine, Maharajgunj, Kathmandu, Nepal
| | - Brindeswari Kafle Bhandari
- Department of Gastroenterology, Tribhuvan University Teaching Hospital, Institute of Medicine, Maharajgunj, Kathmandu, Nepal
| | - Siddinath Gyawali
- Maharajgunj Medical Campus, Institute of Medicine, Maharajgunj, Kathmandu, Nepal
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Etiologic fractions in patients of hepatocellular carcinoma in India with and without a background of cirrhosis: a multi-centric study. Hepatol Int 2023; 17:745-752. [PMID: 36940070 DOI: 10.1007/s12072-023-10498-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 02/04/2023] [Indexed: 03/21/2023]
Abstract
BACKGROUND Hepatocellular cancer (HCC) typically arises in the background of cirrhosis. The epidemiology of HCC has changed in recent years due to availability of newer antivirals, changing life-styles and greater possibility for early detection. We undertook a multicentric national sentinel surveillance for liver cirrhosis and HCC to assess the attributable risk factors for the development of HCC, both with and without a background of cirrhosis. METHODS Data from January 2017 till August 2022 from hospital-based records of eleven participating centers were included. Diagnosed cases of cirrhosis [radiological (multiphase and/or histopathological] and HCC [as per AASLD 2018] were included. History of significant alcohol intake was elicited by AUDIT-C questionnaire. RESULTS Altogether 5798 enrolled patients were assessed, of which 2664 patients had HCC. The mean age was 58.2 ± 11.7 years and 84.3% (n = 2247) were males. Diabetes was found in over a third of those with HCC (n = 1032;39.5%). The most common etiology of HCC was NAFLD (n = 927;35.5%) followed by viral hepatitis B and C and harmful levels of alcohol. Among those with HCC, 27.9% (n = 744) had no cirrhosis. Higher proportion of cirrhotic HCC patients had alcohol as an etiological factor as compared to non-cirrhotic (17.5 vs. 4.7%, p ≤ 0.001). NAFLD was an etiological factor for a higher proportion of non-cirrhotic HCC patients as compared to cirrhotic HCC (48.2 vs. 30.6%, p ≤0.001). Diabetics more commonly had non-cirrhotic HCC (50.5 vs. 35.2%). The following factors were associated with an occurrence of cirrhotic HCC: male gender (OR 1.372 and 95% CI 1.070-1.759), age above 60 years (OR 1.409 and 95% CI 1.176-1.689), HBV (OR 1.164 and 95% CI 0.928-1.460), HCV (OR 1.228 and 95 CI 0.964-1.565) and harmful consumption of alcohol (OR 3.472 and 95% CI 2.388-5.047). The adjusted odds of non-cirrhotic patients having NAFLD was 1.553 (95% CI 1.290-1.869). CONCLUSION This large multi-centric study demonstrates that NAFLD is the most important risk factor for development of both cirrhotic and non-cirrhotic HCC in India and has overtaken viral hepatitis. Awareness campaigns and large-scale screening are required to reduce the high burden of NAFLD-related HCC in India.
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Fimiano F, Pellicano R, Marzano A. Iodide mumps in a patient with liver cirrhosis without renal impairment. Minerva Gastroenterol (Torino) 2022; 68:482-484. [PMID: 35001605 DOI: 10.23736/s2724-5985.21.03087-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Salivary gland enlargement following iodine-containing contrast media (ICCM), also known as iodide mumps (IM), is a rare condition characterized by swelling of submandibular glands with complete restitutio ad integrum. It manifests itself without pain, fever, dyspnea, rapid heart rate or low blood pressure. The pathogenesis is unknown, it may be an idiosyncratic reaction or toxic due to deposition of iodide in the salivary glands. IM is a condition more frequent in end stage renal disease because of iodine excretion by kidneys but it can also occur in patients without end stage renal disease. In this study, we described a 71-year-old patient with liver cirrhosis due to hepatitis B virus with normal renal function that after administration of ICCM developed IM.
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Affiliation(s)
- Federica Fimiano
- Unit of Gastroenterology, Section of Gastroenterology, Molinette Hospital, Città della Salute e della Scienza, Turin, Italy -
| | - Rinaldo Pellicano
- Unit of Gastroenterology, Section of Gastroenterology, Molinette Hospital, Città della Salute e della Scienza, Turin, Italy
| | - Alfredo Marzano
- Unit of Gastroenterology, Section of Gastroenterology, Molinette Hospital, Città della Salute e della Scienza, Turin, Italy
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Evaluation of the Early Results of Percutaneous Ethanol Ablation in Patients with Primary Hyperparathyroidism. ACTA MEDICA BULGARICA 2022. [DOI: 10.2478/amb-2022-0001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Abstract
Percutaneous ethanol ablation (PEA) is an alternative non-surgical method for the treatment of patients with primary hyperparathyroidism (PHPT), suitable in cases with comorbidities and high surgical risk.
The aim of the present study was to evaluate the results of PEA in patients with PHPT at the early stages of follow-up.
Materials and methods: The study included 35 patients (30 women and 5 men, mean age 59.7 ± 12.4 years) with biochemical and hormonal data of PHPT and localized parathyroid adenoma (PTA) by ultrasound, nuclear scan, FNB with cytology and evaluation of PTH in the needle washout. All patients were at high surgical risk or refused surgical treatment. PEA was applied and changes in the PTA volume and calcium-phosphate metabolism were monitored at the third (M3) and sixth (M6) months after the procedure.
Results: Normocalcaemia was achieved in 26 patients (74.3%) at M3 and persisted at M6 in 22 of them. A second course of PEA was administered in 11 patients with persistent hypercalcaemia at M3 and M6, respectively. Compared to the baseline, the mean PTA volume decreased significantly by 53% at M3 and 67% at M6 (p < 0.001). Side effects including local pain, edema and dysphonia were observed in 5 patients (14.3%).
Conclusion: PEA is an efficient and safe treatment modality for the management of PHPT. A significant reduction in PTA volume and a normalization of serum calcium and PTH levels were observed at the early stages of follow-up.
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