1
|
Choi WJ, Ivanics T, Rajendran L, Li Z, Gavira F, Jones O, Gravely A, Claasen M, Yoon PD, Ladak F, Rana M, Gotlieb N, Dini Y, Naccarato K, McCluskey S, Ferreira R, Msallak H, Chow J, Abreu P, Rabindranath M, Selvanathan C, Muaddi H, Magyar CTJ, Englesakis M, Beecroft R, Vogel A, O'Kane G, Hansen B, Sapisochin G. Comparative analysis of treatment modalities for solitary, small (≤3 cm) hepatocellular carcinoma: A systematic review and network meta-analysis of oncologic outcomes. Surgery 2025; 180:108917. [PMID: 39609218 DOI: 10.1016/j.surg.2024.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 10/15/2024] [Accepted: 10/17/2024] [Indexed: 11/30/2024]
Abstract
BACKGROUND Solitary hepatocellular carcinoma measuring ≤3 cm represents approximately 30% of hepatocellular carcinoma cases, yet treatment guidelines lack robust evidence. This study compares oncologic outcomes after ablation, liver resection, and liver transplantation for solitary, small hepatocellular carcinoma. METHODS We systematically searched databases up to 7 February 2022, for studies including adults with solitary hepatocellular carcinoma ≤3 cm treated by any ablation, liver resection, or liver transplantation. We excluded non-hepatocellular carcinoma cancers, recurrent/metastatic diseases, and alternative therapies. A frequentist network meta-analysis assessed 5-year overall survival and recurrence-free survival using only adjusted effect estimates while accounting for bias risk. RESULTS We identified 80 studies (4 randomized controlled trials, 72 retrospectives, and 4 prospective cohorts) with 28,211 patients. In the network meta-analysis for 5-year overall survival (26 studies), liver transplantation was associated with the lowest mortality hazard (hazard ratio, 0.47; 95% confidence interval, 0.31-0.73, referenced to liver resection), followed by liver resection (reference), whereas ablation had the greatest mortality hazard (hazard ratio, 1.32; 95% confidence interval, 1.16-1.49, referenced to liver resection). For 5-year recurrence-free survival (19 studies), liver transplantation had the best outcome (hazard ratio, 0.36; 95% confidence interval, 0.20-0.63, referenced to liver transplantation), followed by liver resection (reference), with ablation showing the least favorable outcome (hazard ratio, 1.67; 95% confidence interval, 1.45-1.93, referenced to liver resection). CONCLUSIONS This network meta-analysis provides the evidence for comparing treatment modality outcomes for solitary, small (≤3 cm) hepatocellular carcinoma. LT emerges as the superior choice for achieving a better 5-year OS, followed by liver resection, then ablation. When feasible to preserve liver function, liver resection can be prioritized. Ablation with close surveillance should be reserved for individuals unfit for surgery.
Collapse
Affiliation(s)
- Woo Jin Choi
- Department of Surgery, University of Toronto, Toronto, ON, Canada; Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; University Health Network, HPB Oncology Research, Toronto, ON, Canada. https://twitter.com/WJChoiMD
| | - Tommy Ivanics
- University Health Network, HPB Oncology Research, Toronto, ON, Canada; Department of Surgery, Henry Ford Hospital, Detroit, MI; Department of Surgical Sciences, Akademiska Sjukhuset, Uppsala University, Uppsala, Sweden. https://twitter.com/invanics_t
| | - Luckshi Rajendran
- Department of Surgery, University of Toronto, Toronto, ON, Canada; University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - Zhihao Li
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - Felipe Gavira
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - Owen Jones
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - Annabel Gravely
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - Marco Claasen
- University Health Network, HPB Oncology Research, Toronto, ON, Canada; Department of Surgery, Division of HPB & Transplant Surgery, Erasmus MC Transplant Institute, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | | | - Farah Ladak
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - Mehwish Rana
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - Neta Gotlieb
- Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Yasmin Dini
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - Katia Naccarato
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - Sydney McCluskey
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | | | - Haythem Msallak
- Department of Surgery, University of Toronto, Toronto, ON, Canada; University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - James Chow
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | - Phillipe Abreu
- University Health Network, HPB Oncology Research, Toronto, ON, Canada
| | | | | | - Hala Muaddi
- Department of Surgery, University of Toronto, Toronto, ON, Canada; University Health Network, HPB Oncology Research, Toronto, ON, Canada; Department of Surgery, Mayo Clinic Rochester, Rochester, MN
| | - Christian T J Magyar
- University Health Network, HPB Oncology Research, Toronto, ON, Canada; Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Marina Englesakis
- Library and Information Services, University Health Network, Toronto, ON, Canada
| | - Rob Beecroft
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, Canada
| | - Arndt Vogel
- Division of Gastroenterology and Hepatology, Toronto General Hospital, Toronto, ON, Canada
| | - Grainne O'Kane
- Princess Margaret Cancer Center, University Health Network, Toronto, ON, Canada; Department of Medical Oncology, Trinity St. James's Cancer Institute, Trinity College Dublin, Dublin, Ireland
| | - Bettina Hansen
- Department of Epidemiology & Biostatistics, Erasmus MC, Rotterdam, the Netherlands
| | - Gonzalo Sapisochin
- Department of Surgery, University of Toronto, Toronto, ON, Canada; University Health Network, HPB Oncology Research, Toronto, ON, Canada.
| |
Collapse
|
2
|
Son SY, Velayati S, Zhao K, Marinelli B, Geevarghese R, Sotirchos VS, Covey A, Harding JJ, D'Angelica MI, Jarnagin WR, Wei A, Yarmohammadi H. Outcomes of Transarterial Hepatic Embolization versus Yttrium-90 Radioembolization for Treatment of Patients with Hepatocellular Carcinoma >7 cm. J Vasc Interv Radiol 2025:S1051-0443(25)00243-X. [PMID: 40089103 DOI: 10.1016/j.jvir.2025.03.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 02/16/2025] [Accepted: 03/05/2025] [Indexed: 03/17/2025] Open
Abstract
PURPOSE To assess and compare the safety, effectiveness, and outcomes of transarterial hepatic embolization (TAE) and transarterial radioembolization (TARE) for the treatment of patients with unresectable hepatocellular carcinoma (HCC) >7 cm. MATERIALS AND METHODS Treatment-naive patients with HCC >7 cm who were treated with TAE or TARE between January 2013 and December 2023 were reviewed in this retrospective study. Nearest neighbor 2:1 propensity score matching was utilized for direct comparison. Radiological treatment response was assessed using the modified Response Evaluation Criteria in Solid Tumours (mRECIST). Kaplan-Meier survival curves were used to estimate progression-free survival (PFS) and overall survival (OS). Log-rank tests were performed to compare survival curves. RESULTS A total of 125 patients with HCC >7 cm were treated with TAE (n = 103) or TARE (n = 22). After propensity score matching, 44 patients who underwent TAE and 22 patients who were treated with TARE were compared. The mean tumor sizes were 10.4 cm (SD ± 2.6) in the TAE group and 10.7 cm (SD ± 2.7) in the TARE group (P > .695). TAE and TARE exhibited comparable adverse event (AE) rates (Grade 1 AE in 22 [50%] of 44 in TAE and 6 [27%] of 22 in TARE, P = .999; 1 Grade 2 AE [4.5%] in TAE). Median OS durations were 15.2 and 23.6 months in the TAE and TARE groups, respectively (P = .252). Median local PFS (4.7 vs 21.6 months, P < .001) and PFS (3.6 vs 10.0 months, P = .002) were significantly longer after TARE. TAE and TARE had similar objective response rates (TAE, 88.6% vs TARE, 77.3%; P = .364). Systemic therapy after TAE or TARE was a significant positive prognostic factor associated with disease progression and survival (PFS hazard ratio [HR], 0.58 [P = .047]; OS HR, 0.33 [P < .001]). CONCLUSIONS TAE and TARE are both safe transarterial therapies for patients with HCC >7 cm. TARE is associated with a longer time to progression and longer OS.
Collapse
Affiliation(s)
- Sam Y Son
- Division of Interventional Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Sara Velayati
- Division of Interventional Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ken Zhao
- Division of Interventional Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Brett Marinelli
- Division of Interventional Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ruben Geevarghese
- Division of Interventional Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Vlasios S Sotirchos
- Division of Interventional Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Anne Covey
- Division of Interventional Radiology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - James J Harding
- Department of Radiology, Department of Medical Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael I D'Angelica
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - William R Jarnagin
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Alice Wei
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Hooman Yarmohammadi
- Division of Interventional Radiology, Memorial Sloan Kettering Cancer Center, New York, New York.
| |
Collapse
|
3
|
Samarasinghe SM, Hewage AS, Siriwardana RC, Tennekoon KH, Niriella MA, De Silva S, Abeysuriya V. Association between single nucleotide polymorphisms in PNPLA3, TM6SF2 and MBOAT7 genes and markers of cancer aggressiveness in a Sri Lankan NASH-related HCC cohort. BMC Gastroenterol 2025; 25:151. [PMID: 40065199 PMCID: PMC11892176 DOI: 10.1186/s12876-025-03738-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 02/26/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND Single nucleotide polymorphisms (SNPs) in patatin-like phospholipase domain-containing protein 3 (PNPLA3), transmembrane 6 superfamily member 2 (TM6SF2) and membrane bound O-acyltransferase domain containing 7 (MBOAT7) genes were reported to be strongly associated with non-alcoholic fatty liver disease (NAFLD) pathogenicity among different populations. We investigated whether these SNPs are associated with prognostic factors and genetic biomarkers of non-alcoholic steatohepatitis (NASH)-related hepatocellular carcinoma (HCC) in the Sri Lankan context. METHODS We conducted an exploratory study to evaluate the prevalence of five SNPs (PNPLA3 rs738409, PNPLA3 rs2281135, PNPLA3 rs2294918, TM6SF2 rs58542926 and MBOAT7 rs641738) as genetic risk factors for NASH-HCC pathogenicity. We genotyped 48 NASH-HCC patient samples collected at a clinical setting using a minisequencing method. Impact of each SNP with tumor prognostic factors such as nodularity, tumor size and AFP (alpha-feto protein) level was analyzed using chi square test. We also analyzed the expression of micro RNA-122 (miR-122) in serum and leukocyte telomere length via quantitative real-time PCR. Associations between each SNP with micro RNA-122 (miR-122) expression level and leukocyte telomere length of NASH-HCC patients were analyzed using one-way analysis of variance (ANOVA) test and independent t test. Relationships among tested SNPs and some well-established HCC risk factors such as age, BMI, gender, diabetes status and the cirrhotic stage were also analyzed using chi square test, independent t-test and One-way ANOVA test. RESULTS Our analyses demonstrated significant associations between PNPLA3 rs2281135 variant and tumor nodularity. Also, PNPLA3 rs2281135 and PNPLA3 rs2294918 variants were significantly associated with miR-122 expression levels of NASH-HCC patients. Further, age and body mass index (BMI) were significantly associated with PNPLA3 rs2281135 variant in our study cohort. CONCLUSION We found that in the Sri Lankan NASH-related HCC cohort, some PNPLA3 variants (rs2281135 and rs2294918) correlate with tumor nodularity, higher miR-122 expression, and distinct demographic features such as age and BMI. Our work highlights the role of specific SNPs in tumor aggressiveness, contributing to the precision screening for HCC in NASH patients.
Collapse
Affiliation(s)
- Saumya Madushani Samarasinghe
- Institute of Biochemistry, Molecular Biology and Biotechnology, University of Colombo, No 90, Cumarathunga Munidasa Mawatha, Colombo 03, Sri Lanka
| | - Asanka Sudeshini Hewage
- Institute of Biochemistry, Molecular Biology and Biotechnology, University of Colombo, No 90, Cumarathunga Munidasa Mawatha, Colombo 03, Sri Lanka.
| | | | - Kamani Hemamala Tennekoon
- Institute of Biochemistry, Molecular Biology and Biotechnology, University of Colombo, No 90, Cumarathunga Munidasa Mawatha, Colombo 03, Sri Lanka
| | - Madunil Anuk Niriella
- Colombo North Center for Liver Diseases, Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka
| | - Sumadee De Silva
- Institute of Biochemistry, Molecular Biology and Biotechnology, University of Colombo, No 90, Cumarathunga Munidasa Mawatha, Colombo 03, Sri Lanka
| | - Visula Abeysuriya
- Institute of Biochemistry, Molecular Biology and Biotechnology, University of Colombo, No 90, Cumarathunga Munidasa Mawatha, Colombo 03, Sri Lanka
| |
Collapse
|
4
|
Sihardo L, Lalisang ANL, Syaiful RA, Putra AB, Mazni Y, Putranto AS, Lalisang TJM. Seizing tumor factors for mortality and survival outcomes following liver resection in Indonesia's hepatocellular carcinoma patients. Ann Hepatobiliary Pancreat Surg 2025; 29:11-20. [PMID: 39734304 PMCID: PMC11830890 DOI: 10.14701/ahbps.24-179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Revised: 11/14/2024] [Accepted: 11/19/2024] [Indexed: 12/31/2024] Open
Abstract
Backgrounds/Aims The 3-year mortality rate for hepatocellular carcinoma (HCC) in Indonesia was 94.4%. This underscores a significant health issue in Southeast Asia, particularly in Indonesia due to its large population. This study aimed to characterize the outcomes of liver resection for HCC at a National Referral Center in Indonesia. Methods Between 2010 and 2020, all patients with HCC undergoing liver resection were included as subjects. Variables collected included sex, age, hepatitis status, and tumor's characteristics. Mortality and survival were the primary outcomes of the study. Results Among seventy patients, the mortality rate was 71.4%, with a median overall survival of 19.0 months (95% confidence interval [95%CI]: 6.831.2). Thirty-one patients (44.3%) had extra-large HCC tumors (> 10 cm). Those with extra-large tumors had a lower median survival of 8.0 months. Child-Pugh B and Edmonson-Steiner grade 4 were associated with an increased mortality risk, with unadjusted hazard ratios (HRs) of 2.2 (95%CI: 1.14.3, p = 0.026) and 3.2 (95%CI: 1.37.7, p = 0.011), respectively. Multivariate analysis indicated that Child-Pugh class B significantly increased the risk of mortality, with an adjusted HR of 2.3 (95%CI: 1.05.2, p = 0.046). Conclusions While surgical resection is feasible for tumors of any size, most clinical features are not statistically significantly associated with survival outcomes. The prevalence of extra-large tumors among Indonesian HCC patients highlights the importance of early diagnosis and intervention. Surgical intervention at an earlier stage and with better grade tumors could potentially enhance survival outcomes.
Collapse
Affiliation(s)
- Lam Sihardo
- Division of Digestive Surgery, Department of Surgery, Dr. Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Arnetta Naomi Louise Lalisang
- Division of Digestive Surgery, Department of Surgery, Dr. Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Ridho Ardhi Syaiful
- Division of Digestive Surgery, Department of Surgery, Dr. Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Afid Brilliana Putra
- Division of Digestive Surgery, Department of Surgery, Dr. Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Yarman Mazni
- Division of Digestive Surgery, Department of Surgery, Dr. Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Agi Satria Putranto
- Division of Digestive Surgery, Department of Surgery, Dr. Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| | - Toar Jean Maurice Lalisang
- Division of Digestive Surgery, Department of Surgery, Dr. Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas Indonesia, Jakarta, Indonesia
| |
Collapse
|
5
|
Pei J, Wang L, Li H. Development of a Better Nomogram for Prediction of Preoperative Microvascular Invasion and Postoperative Prognosis in Hepatocellular Carcinoma Patients: A Comparison Study. J Comput Assist Tomogr 2025; 49:9-22. [PMID: 38663025 PMCID: PMC11801467 DOI: 10.1097/rct.0000000000001618] [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: 01/29/2024] [Accepted: 02/26/2024] [Indexed: 01/19/2025]
Abstract
OBJECTIVE Personalized precision medicine can be facilitated by clinically available preoperative microvascular invasion (MVI) prediction models that are reliable and postoperative MVI pathological grade-related recurrence prediction models that are accurate. In this study, we aimed to compare different mathematical models to derive the best preoperative prediction and postoperative recurrence prediction models for MVI. METHODS A total of 143 patients with hepatocellular carcinoma (HCC) whose clinical, laboratory, imaging, and pathological data were available were included in the analysis. Logistic regression, Cox proportional hazards regression, LASSO regression with 10-fold cross-validation, stepwise regression, and random forest methods were used for variable screening and predictive modeling. The accuracy and validity of seven preoperative MVI prediction models and five postoperative recurrence prediction models were compared in terms of C-index, net reclassification improvement, and integrated discrimination improvement. RESULTS Multivariate logistic regression analysis revealed that a preoperative nomogram model with the variables cirrhosis diagnosis, alpha-fetoprotein > 400, and diameter, shape, and number of lesions can predict MVI in patients with HCC reliably. Postoperatively, a nomogram model with MVI grade, number of lesions, capsule involvement status, macrovascular invasion, and shape as the variables was selected after LASSO regression and 10-fold cross-validation analysis to accurately predict the prognosis for different MVI grades. The number and shape of the lesions were the most common predictors of MVI preoperatively and recurrence postoperatively. CONCLUSIONS Our study identified the best statistical approach for the prediction of preoperative MVI as well as postoperative recurrence in patients with HCC based on clinical, imaging, and laboratory tests results. This could expedite preoperative treatment decisions and facilitate postoperative management.
Collapse
|
6
|
Wang J, Hu Y, Zhou L, Yang Y, Chen J, Chen H, Wang H. Non-surgery strategy versus hepatectomy in hepatocellular carcinoma patients with complete response after conversion therapy: a meta-analysis. World J Surg Oncol 2024; 22:349. [PMID: 39731166 DOI: 10.1186/s12957-024-03645-6] [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: 10/30/2024] [Accepted: 12/23/2024] [Indexed: 12/29/2024] Open
Abstract
BACKGROUND There is ongoing debate surrounding the optimal therapeutic strategy for hepatocellular carcinoma (HCC) patients achieving complete response (CR) after conversion therapy. This meta-analysis compares the prognostic outcomes of non-surgery strategies with hepatectomy. METHODS The systematic searches were conducted up to April 11, 2024, across PubMed, Embase, Web of Science, and the Cochrane Library, analyzing progression-free survival (PFS) and overall survival (OS). Subgroup analyses were conducted based on whether patients achieved a clinical CR or a radiologic CR, as well as the regimen of non-surgery strategy employed. RESULTS Six studies with 481 patients were identified. Non-surgery strategy was linked to significantly worse PFS compared to hepatectomy (hazard ratio [HR] = 2.15; 95% confidence interval [CI], 1.60 to 2.90). However, there was not a notable difference in OS between the two groups (HR = 1.35; 95% CI, 0.93 to 1.96). Subgroup analysis showed that for patients with clinical CR, there were no notable differences in both PFS and OS. Conversely, patients with radiologic CR experienced significantly worse PFS and OS when treated with non-surgery strategy. CONCLUSIONS Non-surgery strategy might provide comparable outcomes to hepatectomy for HCC patients with clinical CR, as opposed to those with radiologic CR. Further research is needed to confirm these results.
Collapse
Affiliation(s)
- Jie Wang
- Department of Hepatobiliary and Pancreatic Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo, 315048, Zhejiang, China
| | - Yanfeng Hu
- Department of General Surgery, Ninghai Chengguan Hospital, Ningbo, 315600, Zhejiang, China
| | - Lingyi Zhou
- Department of Hepatobiliary and Pancreatic Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo, 315048, Zhejiang, China
| | - Yanyan Yang
- Department of Hepatobiliary and Pancreatic Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo, 315048, Zhejiang, China
| | - Junyu Chen
- Department of Hepatobiliary and Pancreatic Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo, 315048, Zhejiang, China
| | - Hao Chen
- Department of Hepatobiliary and Pancreatic Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo, 315048, Zhejiang, China
| | - Haibiao Wang
- Department of Hepatobiliary and Pancreatic Surgery, Ningbo Medical Center Lihuili Hospital, Ningbo, 315048, Zhejiang, China.
| |
Collapse
|
7
|
Vogl TJ, Martin SS, Gruber-Rouh T, Booz C, Koch V, Nour-Eldin NEA, Hussainy SM. Comparison of Microwave and Radiofrequency Ablation for the Treatment of Small- and Medium-Sized Hepatocellular Carcinomas in a Prospective Randomized Trial. TUMORDIAGNOSTIK & THERAPIE 2024; 45:691-699. [DOI: 10.1055/a-2458-6557] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/04/2025]
Abstract
Purpose To compare the therapeutic response and clinical outcome of CT-guided percutaneous microwave (MWA) and radiofrequency ablation (RFA) for the treatment of small- and medium-sized HCC.
Materials and Methods In this prospective trial, 50 patients with HCC were randomly assigned to MWA or RFA treatment. MRI was performed 24 h before and after ablation and subsequently in 3-month intervals. Ablation volumes, ablation durations, adverse events (AE), technique efficacy, technical success, local tumor progression (LTP), disease-free survival (DFS), intrahepatic distant recurrence (IDR), and overall survival (OS) rates were evaluated.
Results The mean ablation volume was 66.5 cm³ for MWA and 29.2 cm³ for RFA (p < 0.01). The mean ablation durations for MWA and RFA were 11.2 ± 4.0 min and 16.3 ± 4.7 min, respectively (p < 0.01). Six mild AEs were documented (p > 0.05). All treatments had a technical success rate and a technique efficacy rate of 100 % (50/50, p = 1.00). LTP within 2 years occurred in 1/25 (4 %) in the MWA group and in 4/25 (16 %) in the RFA group (p = 0.06). IDR within 2 years was 8/25 (32 %) for MWA and 14/25 (56 %) for RFA (p < 0.05). The median DFS was 24.5 months and 13.4 months for MWA and RFA, respectively (p = 0.02). The 1-, 2-, 3-year OS rates were 100 %, 80 %, 72 % in the MWA group and 72 %, 64 %, 60 % in the RFA group, respectively (p ≥ 0.14).
Conclusion The clinical outcome after MWA or RFA for HCC treatment was very similar with no significant differences in LTP or OS. However, MWA shows a trend toward better DFS with fewer IDRs than RFA.
Key Points
Collapse
Affiliation(s)
- Thomas J. Vogl
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Simon S. Martin
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Tatjana Gruber-Rouh
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Christian Booz
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Vitali Koch
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Nour-Eldin A. Nour-Eldin
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
- Department of Diagnostic and Interventional Radiology, Cairo University, Faculty of Medicine, Cairo, Egypt
| | - Said M.N. Hussainy
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| |
Collapse
|
8
|
Shafiq AM, Taha NA, Zaky AH, Mohammed AH, Omran OM, Abozaid L, Ahmed HHT, Ameen MG. Prognostic significance of the tumor budding and tumor-infiltrating lymphocytes in survival of hepatocellular carcinoma patients. Int J Health Sci (Qassim) 2024; 18:10-19. [PMID: 39502429 PMCID: PMC11533185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2024] Open
Abstract
Objective In spite of great advance in the management of hepatocellular carcinoma (HCC), the prognostic factors are still obviously not understood. The role of tumor budding (TB) and tumor-infiltrating lymphocytes (TILs) in HCC as pathological parameters affecting prognosis stands principally unknown. Methods Seventy-four surgical resection pathology specimens of HCC patients were used. Assessment of TB and TILs were performed using hematoxylin-eosin-stained slides. Follow-up data were collected over a 5-year period to determine disease-free survival rates, overall survival (OS) rates, and how they related to TB, TILs, and other clinicopathological factors. Results There was a significant statistical association between high-grade TB and lymphovascular embolization (LVE), tumor necrosis, and grade of HCC with P = 0.003, 0.036, and 0.017, respectively. The positive TILs group showed a statistically significant correlation with histological grade, LVE, and serum alpha-fetoprotein (AFP) level with P = 0.002, 0.006, and 0.043, respectively. Multivariate analysis using the Cox proportional hazard model revealed that TILs are not an independent pathological factor for disease-free and OS, although TB is an independent pathological factor for both. Conclusions In all HCC patients, TB was seen, and there was a significant link between the grade of the HCC and the presence of tumor necrosis, LVE, and high-grade TB. The majority (92%) of HCC patients had TILs, and there was a strong relationship between the histological grade, LVE, and serum AFP level. While TILs show variation of the immunologic reaction to the tumor, TB tends to suggest a hostile biologic nature and a bad prognosis.
Collapse
Affiliation(s)
- Ahmed Mahran Shafiq
- Department of Medical Oncology and Hematological Malignancies, South Egypt Cancer Institute, Assiut University, Assiut, Egypt
| | - Noura Ali Taha
- Department of Medical Oncology and Hematological Malignancies, South Egypt Cancer Institute, Assiut University, Assiut, Egypt
| | - Amen Hamdy Zaky
- Department of Medical Oncology and Hematological Malignancies, South Egypt Cancer Institute, Assiut University, Assiut, Egypt
| | - Abdallah Hedia Mohammed
- Department of Medical Oncology and Hematological Malignancies, South Egypt Cancer Institute, Assiut University, Assiut, Egypt
| | - Ola M. Omran
- Department of Pathology, Faculty of Medicine, Assiut University, Assiut, Egypt
- Department of Pathology, College of Medicine, Qassim University, Buraidah, Qassim Region, Saudi Arabia
| | - Lobaina Abozaid
- Department of Pathology, College of Medicine, Qassim University, Buraidah, Qassim Region, Saudi Arabia
| | - Hagir H. T. Ahmed
- Department of Pathology, College of Medicine, Qassim University, Buraidah, Qassim Region, Saudi Arabia
| | - Mahmoud Gamal Ameen
- Department of Oncologic Pathology, South Egypt Cancer Institute, Assiut University, Assiut Egypt
| |
Collapse
|
9
|
Hägele M, Eschrich J, Ruff L, Alber M, Schallenberg S, Guillot A, Roderburg C, Tacke F, Klauschen F. Leveraging weak complementary labels enhances semantic segmentation of hepatocellular carcinoma and intrahepatic cholangiocarcinoma. Sci Rep 2024; 14:24988. [PMID: 39443575 PMCID: PMC11499859 DOI: 10.1038/s41598-024-75256-w] [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: 09/25/2024] [Accepted: 10/03/2024] [Indexed: 10/25/2024] Open
Abstract
In this paper we present a deep learning segmentation approach to classify and quantify the two most prevalent primary liver cancers - hepatocellular carcinoma and intrahepatic cholangiocarcinoma - from hematoxylin and eosin (H&E) stained whole slide images. While semantic segmentation of medical images typically requires costly pixel-level annotations by domain experts, there often exists additional information which is routinely obtained in clinical diagnostics but rarely utilized for model training. We propose to leverage such weak information from patient diagnoses by deriving complementary labels that indicate to which class a sample cannot belong to. To integrate these labels, we formulate a complementary loss for segmentation. Motivated by the medical application, we demonstrate for general segmentation tasks that including additional patches with solely weak complementary labels during model training can significantly improve the predictive performance and robustness of a model. On the task of diagnostic differentiation between hepatocellular carcinoma and intrahepatic cholangiocarcinoma, we achieve a balanced accuracy of 0.91 (CI 95%: 0.86-0.95) at case level for 165 hold-out patients. Furthermore, we also show that leveraging complementary labels improves the robustness of segmentation and increases performance at case level.
Collapse
Affiliation(s)
- Miriam Hägele
- Machine learning group, Technische Universität Berlin, 10623, Berlin, Germany.
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Germany.
- Aignostics GmbH, 10555, Berlin, Germany.
| | - Johannes Eschrich
- Department of Hepatology and Gastroenterology, Charité Universitätsmedizin Berlin, 13353, Berlin, Germany.
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany.
| | | | - Maximilian Alber
- Aignostics GmbH, 10555, Berlin, Germany
- Institute of Pathology, Charité Universitätsmedizin Berlin, 10117, Berlin, Germany
| | - Simon Schallenberg
- Institute of Pathology, Charité Universitätsmedizin Berlin, 10117, Berlin, Germany
| | - Adrien Guillot
- Department of Hepatology and Gastroenterology, Charité Universitätsmedizin Berlin, 13353, Berlin, Germany
| | - Christoph Roderburg
- Clinic for Gastroenterology, Hepatology and Infectious Diseases, University Hospital Düsseldorf, Medical Faculty of Heinrich Heine University Düsseldorf, Moorenstrasse 5, 40225, Düsseldorf, Germany
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Charité Universitätsmedizin Berlin, 13353, Berlin, Germany
| | - Frederick Klauschen
- BIFOLD - Berlin Institute for the Foundations of Learning and Data, Berlin, Germany.
- Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany.
- Institute of Pathology, Charité Universitätsmedizin Berlin, 10117, Berlin, Germany.
- Institute of Pathology, Ludwig-Maximilians-Universität München, 80337, Munich, Germany.
- German Cancer Consortium, Munich Partner Site, German Cancer Research Center, 69210, Heidelberg, Germany.
| |
Collapse
|
10
|
Lindelauf KHK, Baragona M, Lemainque T, Maessen RTH, Ritter A. Electrochemotherapy and Calcium Electroporation on Hepatocellular Carcinoma Cells: An In-Vitro Investigation. Cardiovasc Intervent Radiol 2024; 47:1384-1391. [PMID: 39227427 PMCID: PMC11486824 DOI: 10.1007/s00270-024-03847-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 08/16/2024] [Indexed: 09/05/2024]
Abstract
PURPOSE Electrochemotherapy, clinically established for treating (sub)cutaneous tumors, has been standardized in the framework of the European Standard Operating Procedure on Electrochemotherapy (ESOPE). Due to common side effects of chemotherapeutic drugs, recent advances focus on non-cytotoxic agents, like calcium, to induce cell death (calcium electroporation). Therefore, this study aims to determine the efficacy of electrochemotherapy with bleomycin or cisplatin, or calcium electroporation on human hepatocellular carcinoma cells (HepG2) in vitro using the ESOPE protocol. METHODS HepG2 cell viability was measured with a MTT (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide) assay after electrochemotherapy with the chemotherapeutic drugs bleomycin or cisplatin (0-20 µM), or after calcium electroporation (0-20 mM), to determine its efficacy on HepG2 cells in vitro using the ESOPE protocol (8 rectangular pulses, 1000 V/cm, 100 µs) compared to non-electroporated drug treatment. RESULTS Cell viability was significantly lower in electroporated samples, compared to their non-electroporated controls (27-75% difference). Electrochemotherapy with bleomycin and calcium electroporation, reached (almost) complete cell death (- 1 ± 3% and 2.5 ± 2%), in the lowest concentration of 2.5 µM and 2.5 mM, respectively. Electrochemotherapy with 2.5 µM cisplatin, significantly decreased cell viability to only 68% (± 7%). CONCLUSION Electrochemotherapy with bleomycin or cisplatin, or calcium electroporation were more effective in reducing the HepG2 cell viability in vitro using the ESOPE protocol compared to the non-electroporated drug treatments alone. When comparing electrochemotherapy, HepG2 cells are more sensitive to bleomycin than cisplatin, in similar concentrations. Calcium electroporation has the same effectiveness as electrochemotherapy with bleomycin, but calcium potentially has a better safety profile and several treatment advantages.
Collapse
Affiliation(s)
- K H K Lindelauf
- Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany.
- Philips Research, Eindhoven, The Netherlands.
| | - M Baragona
- Philips Research, Eindhoven, The Netherlands
| | - T Lemainque
- Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany
| | | | - A Ritter
- Department of Diagnostic and Interventional Radiology, University Hospital RWTH Aachen, Aachen, Germany
| |
Collapse
|
11
|
Selim M, Dresscher D, Abayazid M. Virtual Needle Insertion with Enhanced Haptic Feedback for Guidance and Needle-Tissue Interaction Forces. SENSORS (BASEL, SWITZERLAND) 2024; 24:5560. [PMID: 39275470 PMCID: PMC11397964 DOI: 10.3390/s24175560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 08/17/2024] [Accepted: 08/19/2024] [Indexed: 09/16/2024]
Abstract
Interventional radiologists mainly rely on visual feedback via imaging modalities to steer a needle toward a tumor during biopsy and ablation procedures. In the case of CT-guided procedures, there is a risk of exposure to hazardous X-ray-based ionizing radiation. Therefore, CT scans are usually not used continuously, which increases the chances of a misplacement of the needle and the need for reinsertion, leading to more tissue trauma. Interventionalists also encounter haptic feedback via needle-tissue interaction forces while steering a needle. These forces are useful but insufficient to clearly perceive and identify deep-tissue structures such as tumors. The objective of this paper was to investigate the effect of enhanced force feedback for sensing interaction forces and guiding the needle when applied individually and simultaneously during a virtual CT-guided needle insertion task. We also compared the enhanced haptic feedback to enhanced visual feedback. We hypothesized that enhancing the haptic feedback limits the time needed to reach the target accurately and reduces the number of CT scans, as the interventionalist depends more on real-time enhanced haptic feedback. To test the hypothesis, a simulation environment was developed to virtually steer a needle in five degrees of freedom (DoF) to reach a tumor target embedded in a liver model. Twelve participants performed in the experiment with different feedback conditions where we measured their performance in terms of the following: targeting accuracy, trajectory tracking, number of CT scans required, and the time needed to finish the task. The results suggest that the combination of enhanced haptic feedback for guidance and sensing needle-tissue interaction forces significantly reduce the number of scans and the duration required to finish the task by 32.1% and 46.9%, respectively, when compared to nonenhanced haptic feedback. The other feedback modalities significantly reduced the duration to finish the task by around 30% compared to nonenhanced haptic feedback.
Collapse
Affiliation(s)
- Mostafa Selim
- Robotics and Mechatronics Research Group, Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, 7500 AE Enschede, The Netherlands
| | - Douwe Dresscher
- Robotics and Mechatronics Research Group, Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, 7500 AE Enschede, The Netherlands
| | - Momen Abayazid
- Robotics and Mechatronics Research Group, Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, 7500 AE Enschede, The Netherlands
| |
Collapse
|
12
|
Liu SY, Li LH, Liu ZC, Li SX, Dang XW. Development of a prognostic scoring system for hepatic vena cava Budd-Chiari syndrome with hepatocellular carcinoma. Hepatobiliary Pancreat Dis Int 2024; 23:370-375. [PMID: 36973112 DOI: 10.1016/j.hbpd.2023.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 03/14/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a serious complication of hepatic vena cava Budd-Chiari syndrome (HVC-BCS) that significantly reduces the survival time of patients. Our study aimed to analyze the prognostic factors influencing the survival of HVC-BCS patients with HCC and to develop a prognostic scoring system. METHODS The clinical and follow-up data of 64 HVC-BCS patients with HCC who received invasive treatment at the First Affiliated Hospital of Zhengzhou University between January 2015 and December 2019 were retrospectively analyzed. Kaplan-Meier curves and log-rank tests were used to analyze the survival curve of patients and the difference in prognoses between the groups. Univariate and multivariate Cox regression analyses were performed to analyze the influence of biochemical, tumor, and etiological characteristics on the total survival time of patients, and a new prognostic scoring system was developed according to the regression coefficients of the independent predictors in the statistical model. The prediction efficiency was evaluated using the time-dependent receiver operating characteristics curve and concordance index. RESULTS Multivariate analysis showed that serum albumin level < 34 g/L [hazard ratio (HR) = 4.207, 95% confidence interval (CI): 1.816-8.932, P = 0.001], maximum tumor diameter > 7 cm (HR = 8.623, 95% CI: 3.771-19.715, P < 0.001), and inferior vena cava stenosis (HR = 3.612, 95% CI: 1.646-7.928, P = 0.001) were independent predictors of survival. A prognostic scoring system was developed according to the above-mentioned independent predictors, and patients were classified into grades A, B, C and D. Significant differences in survival were found among the four groups. CONCLUSIONS This study successfully developed a prognostic scoring system for HVC-BCS patients with HCC, which is helpful for clinical evaluation of patient prognosis.
Collapse
Affiliation(s)
- Sheng-Yan Liu
- Department of Hepatopancreatobiliary Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; Budd-Chiari Syndrome Diagnosis and Treatment Center of Henan Province, Zhengzhou 450052, China
| | - Lu-Hao Li
- Department of Hepatopancreatobiliary Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; Budd-Chiari Syndrome Diagnosis and Treatment Center of Henan Province, Zhengzhou 450052, China
| | - Zhao-Chen Liu
- Department of Hepatopancreatobiliary Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; Budd-Chiari Syndrome Diagnosis and Treatment Center of Henan Province, Zhengzhou 450052, China
| | - Su-Xin Li
- Department of Hepatopancreatobiliary Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; Budd-Chiari Syndrome Diagnosis and Treatment Center of Henan Province, Zhengzhou 450052, China
| | - Xiao-Wei Dang
- Department of Hepatopancreatobiliary Surgery, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China; Budd-Chiari Syndrome Diagnosis and Treatment Center of Henan Province, Zhengzhou 450052, China.
| |
Collapse
|
13
|
Vogl TJ, Martin SS, Gruber-Rouh T, Booz C, Koch V, Nour-Eldin NEA, Hussainy Said MN. Comparison of Microwave and Radiofrequency Ablation for the Treatment of Small- and Medium-Sized Hepatocellular Carcinomas in a Prospective Randomized Trial. ROFO-FORTSCHR RONTG 2024; 196:482-490. [PMID: 38065541 DOI: 10.1055/a-2203-2733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/28/2024]
Abstract
PURPOSE To compare the therapeutic response and clinical outcome of CT-guided percutaneous microwave (MWA) and radiofrequency ablation (RFA) for the treatment of small- and medium-sized HCC. MATERIALS AND METHODS In this prospective trial, 50 patients with HCC were randomly assigned to MWA or RFA treatment. MRI was performed 24 h before and after ablation and subsequently in 3-month intervals. Ablation volumes, ablation durations, adverse events (AE), technique efficacy, technical success, local tumor progression (LTP), disease-free survival (DFS), intrahepatic distant recurrence (IDR), and overall survival (OS) rates were evaluated. RESULTS The mean ablation volume was 66.5 cm³ for MWA and 29.2 cm³ for RFA (p < 0.01). The mean ablation durations for MWA and RFA were 11.2 ± 4.0 min and 16.3 ± 4.7 min, respectively (p < 0.01). Six mild AEs were documented (p > 0.05). All treatments had a technical success rate and a technique efficacy rate of 100 % (50/50, p = 1.00). LTP within 2 years occurred in 1/25 (4 %) in the MWA group and in 4/25 (16 %) in the RFA group (p = 0.06). IDR within 2 years was 8/25 (32 %) for MWA and 14/25 (56 %) for RFA (p < 0.05). The median DFS was 24.5 months and 13.4 months for MWA and RFA, respectively (p = 0.02). The 1-, 2-, 3-year OS rates were 100 %, 80 %, 72 % in the MWA group and 72 %, 64 %, 60 % in the RFA group, respectively (p ≥ 0.14). CONCLUSION The clinical outcome after MWA or RFA for HCC treatment was very similar with no significant differences in LTP or OS. However, MWA shows a trend toward better DFS with fewer IDRs than RFA. KEY POINTS · MWA allows for larger ablation volumes and a shorter treatment duration compared to RFA in patients with HCC.. · MWA shows a trend toward better disease-free survival and fewer intrahepatic distant recurrences compared to RFA.. · The three-year survival rates show no significant difference between the two methods..
Collapse
Affiliation(s)
- Thomas J Vogl
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Simon S Martin
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Tatjana Gruber-Rouh
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Christian Booz
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Vitali Koch
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| | - Nour-Eldin A Nour-Eldin
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
- Department of Diagnostic and Interventional Radiology, Cairo University, Faculty of Medicine, Cairo, Egypt
| | - M N Hussainy Said
- Department of Diagnostic and Interventional Radiology, University Hospital Frankfurt, Germany
| |
Collapse
|
14
|
Syaiful RA, Mazni Y, Siagian NKP, Putranto AS, Jeo WS, Rahadiani N, Ibrahim F, Sihardo L, Marbun VMG, Lalisang ANL, Lalisang TJM. Surgical resection for hepatocellular carcinoma: a single-centre's one decade of experience. Ann Med Surg (Lond) 2024; 86:1289-1296. [PMID: 38463050 PMCID: PMC10923277 DOI: 10.1097/ms9.0000000000001746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 01/10/2024] [Indexed: 03/12/2024] Open
Abstract
Background and aims Liver cancer is the third leading cause of global cancer deaths, and hepatocellular carcinoma is its most common type. Liver resection is one of the treatment options for hepatocellular carcinoma (HCC). This study aims to explore our hospital's more than a decade of experience in liver resection for HCC patients. Methods This is a retrospective cohort study on HCC patients undergoing resection from 2010 to 2021 in a tertiary-level hospital in Jakarta, Indonesia. Mortality rates were explored as the primary outcome of this study. Statistical analysis was done on possible predictive factors using Pearson's χ2. Survival analysis was done using the Log-Rank test and Cox Regression. Results Ninety-one patients were included in this study. The authors found that the postoperative mortality rates were 8.8% (in hospital), 11.5% (30 days), and 24.1% (90 days). Excluding postoperative mortalities, the long-term mortality rates were 44.4% (first year), 58.7% (3 years), and 69.7% (5 years). Cumulatively, the mortality rates were 46.4% (1 year), 68.9% (3 years), 77.8% (5 years), and 67.0% (all time). Significant predictive factors for cumulative 1-year mortality include large tumour diameter [odds ratio (OR) 14.06; 95% CI: 2.59-76.35; comparing <3 cm and >10 cm tumours; P<0.01], positive resection margin (OR 2.86; 1.17-77.0; P=0.02), and tumour differentiation (P=0.01). Multivariate analysis found hazard ratios of 6.35 (2.13-18.93; P<0.01) and 1.81 (1.04-3.14; P=0.04) for tumour diameter and resection margin, respectively. Conclusion The mortality rate of HCC patients undergoing resection is still very high. Significant predictive factors for mortality found in this study benefit from earlier diagnosis and treatment; thus, highlighting the importance of HCC surveillance programs.
Collapse
Affiliation(s)
| | - Yarman Mazni
- Digestive Surgery Division, Department of Surgery
| | | | | | | | - Nur Rahadiani
- Department of Anatomical Pathology, Cipto Mangunkusumo Hospital
| | | | - Lam Sihardo
- Digestive Surgery Division, Department of Surgery
| | | | | | | |
Collapse
|
15
|
Arabameri A, Arab S. Understanding the Interplay of CAR-NK Cells and Triple-Negative Breast Cancer: Insights from Computational Modeling. Bull Math Biol 2024; 86:20. [PMID: 38240892 DOI: 10.1007/s11538-023-01247-z] [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: 07/22/2023] [Accepted: 12/14/2023] [Indexed: 01/23/2024]
Abstract
Chimeric antigen receptor (CAR)-engineered natural killer (NK) cells have recently emerged as a promising and safe alternative to CAR-T cells for targeting solid tumors. In the case of triple-negative breast cancer (TNBC), traditional cancer treatments and common immunotherapies have shown limited effectiveness. However, CAR-NK cells have been successfully employed to target epidermal growth factor receptor (EGFR) on TNBC cells, thereby enhancing the efficacy of immunotherapy. The effectiveness of CAR-NK-based immunotherapy is influenced by various factors, including the vaccination dose, vaccination pattern, and tumor immunosuppressive factors in the microenvironment. To gain insights into the dynamics and effects of CAR-NK-based immunotherapy, we propose a computational model based on experimental data and immunological theories. This model integrates an individual-based model that describes the interplay between the tumor and the immune system, along with an ordinary differential equation model that captures the variation of inflammatory cytokines. Computational results obtained from the proposed model shed light on the conditions necessary for initiating an effective anti-tumor response. Furthermore, global sensitivity analysis highlights the issue of low persistence of CAR-NK cells in vivo, which poses a significant challenge for the successful clinical application of these cells. Leveraging the model, we identify the optimal vaccination time, vaccination dose, and time interval between injections for maximizing therapeutic outcomes.
Collapse
Affiliation(s)
- Abazar Arabameri
- Department of Electrical Engineering, University of Zanjan, Zanjan, Iran.
| | - Samaneh Arab
- Department of Tissue Engineering and Applied Cell Sciences, School of Medicine, Semnan University of Medical Sciences, Semnan, Iran
| |
Collapse
|
16
|
Schön F, Kieslich A, Nebelung H, Riediger C, Hoffmann RT, Zwanenburg A, Löck S, Kühn JP. Comparative analysis of radiomics and deep-learning algorithms for survival prediction in hepatocellular carcinoma. Sci Rep 2024; 14:590. [PMID: 38182664 PMCID: PMC10770355 DOI: 10.1038/s41598-023-50451-3] [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: 07/16/2023] [Accepted: 12/20/2023] [Indexed: 01/07/2024] Open
Abstract
To examine the comparative robustness of computed tomography (CT)-based conventional radiomics and deep-learning convolutional neural networks (CNN) to predict overall survival (OS) in HCC patients. Retrospectively, 114 HCC patients with pretherapeutic CT of the liver were randomized into a development (n = 85) and a validation (n = 29) cohort, including patients of all tumor stages and several applied therapies. In addition to clinical parameters, image annotations of the liver parenchyma and of tumor findings on CT were available. Cox-regression based on radiomics features and CNN models were established and combined with clinical parameters to predict OS. Model performance was assessed using the concordance index (C-index). Log-rank tests were used to test model-based patient stratification into high/low-risk groups. The clinical Cox-regression model achieved the best validation performance for OS (C-index [95% confidence interval (CI)] 0.74 [0.57-0.86]) with a significant difference between the risk groups (p = 0.03). In image analysis, the CNN models (lowest C-index [CI] 0.63 [0.39-0.83]; highest C-index [CI] 0.71 [0.49-0.88]) were superior to the corresponding radiomics models (lowest C-index [CI] 0.51 [0.30-0.73]; highest C-index [CI] 0.66 [0.48-0.79]). A significant risk stratification was not possible (p > 0.05). Under clinical conditions, CNN-algorithms demonstrate superior prognostic potential to predict OS in HCC patients compared to conventional radiomics approaches and could therefore provide important information in the clinical setting, especially when clinical data is limited.
Collapse
Affiliation(s)
- Felix Schön
- Institute and Polyclinic for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany.
| | - Aaron Kieslich
- OncoRay‑National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany.
| | - Heiner Nebelung
- Institute and Polyclinic for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Carina Riediger
- Department of Visceral, Thoracic and Vascular Surgery, Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Ralf-Thorsten Hoffmann
- Institute and Polyclinic for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| | - Alex Zwanenburg
- OncoRay‑National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
- National Center for Tumor Diseases (NCT/UCC) Dresden, Dresden, Germany
- German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Steffen Löck
- OncoRay‑National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany
| | - Jens-Peter Kühn
- Institute and Polyclinic for Diagnostic and Interventional Radiology, Faculty of Medicine and University Hospital Carl Gustav Carus, TU Dresden, Dresden, Germany
| |
Collapse
|
17
|
Chen C, Li Z, Xiong X, Yao A, Wang S, Liu X, Liu X, Wang J. Intraperitoneal PD-1 monoclonal antibody for the treatment of advanced primary liver cancer with malignant ascites: a single-arm, single-center, phase Ib trial. ESMO Open 2024; 9:102206. [PMID: 38194882 PMCID: PMC10820330 DOI: 10.1016/j.esmoop.2023.102206] [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: 10/18/2023] [Revised: 11/27/2023] [Accepted: 11/27/2023] [Indexed: 01/11/2024] Open
Abstract
BACKGROUND Advanced primary liver cancer patients with malignant ascites have a poor prognosis and lack effective treatment plans. This phase Ib study aims to explore the safety and clinical efficacy of intraperitoneal anti-programmed cell death protein 1 (PD-1) antibody in these patients. PATIENTS AND METHODS Patients received sintilimab 100 mg intraperitoneally plus best supportive care on days 1, 8, and 15 in three cycles of 4 weeks. The course was repeated every 28 days until intolerable toxicity had developed or disease progression. The primary endpoint was safety, while the secondary endpoints were objective response rate (ORR), ascites control rate (ACR), and overall survival (OS). RESULTS From February 2021 through November 2022, a total of 21 patients (14 hepatocellular carcinoma and 7 cholangiocarcinoma) were enrolled to receive intraperitoneal sintilimab. Twelve patients had adverse events (AEs). The most common grade 3 AEs were fatigue, rash, and abdominal pain. No grade ≥4 AEs occurred in any patients. ORR was only evaluated in 13 patients, including partial response in 4, stable disease in 7, and progressive disease in 2. A reduction in the median maximum diameter of the tumor after treatment was observed; however, there was no statistical significance among patients. The objective remission rate of ascites was 43.75%, and the median OS for all 21 patients was 17.6 weeks. CONCLUSIONS This exploratory study represents the first trial to demonstrate the safety and clinical efficacy of intraperitoneal anti-PD-1 antibody administration. No unexpected safety concerns were identified. A large, multicenter, prospective study is needed to confirm the promising clinical efficacy.
Collapse
Affiliation(s)
- C Chen
- Department of Oncology, Jinling Hospital, Nanjing Medical University, Nanjing
| | - Z Li
- Department of Oncology, Jinling Hospital, Nanjing Medical University, Nanjing
| | - X Xiong
- Department of Hepatology, Jinling Hospital, Nanjing Medical University, Nanjing
| | - A Yao
- Department of Research Institute of General Surgery, Jinling Hospital, Nanjing Medical University, Nanjing
| | - S Wang
- Department of Research Institute of General Surgery, Jinling Hospital, Nanjing Medical University, Nanjing
| | - X Liu
- Department of Oncology, Jinling Hospital, Nanjing Medical University, Nanjing
| | - X Liu
- Department of Oncology, Jinling Hospital, Nanjing Medical University, Nanjing.
| | - J Wang
- Department of Hematology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing; Yizheng Hospital of Nanjing Drum Tower Hospital Group, Yizheng, PR China.
| |
Collapse
|
18
|
Kim N, Yu JI, Park HC, Hong JY, Lim HY, Goh MJ, Paik YH. Nomogram for predicting overall survival in patients with large (>5 cm) hepatocellular carcinoma based on real-world practice. JOURNAL OF LIVER CANCER 2023; 23:350-361. [PMID: 37670423 PMCID: PMC10565549 DOI: 10.17998/jlc.2023.08.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 08/02/2023] [Accepted: 08/10/2023] [Indexed: 09/07/2023]
Abstract
BACKGROUND/AIM Patients with large (>5 cm) hepatocellular carcinoma (HCC) have limited treatment options, thus necessitating the identification of prognostic factors and the development of predictive tools. This study aimed to identify prognostic factors and to construct a nomogram to predict survival outcomes in patients with large HCC. METHODS A cohort of 438 patients, who were diagnosed with large HCC at a tertiary hospital between 2015 and 2018, was analyzed. Cox proportional hazards models were used to identify key prognosticators of overall survival (OS), and an independent set of prognostic factors was used to develop a nomogram. The discrimination and calibration abilities of the nomogram were assessed and internal validation was performed using cross-validation and bootstrapping methods. RESULTS During a median follow-up of 9.3 months, the median OS was 9.9 months, and the 1-year OS rate was 43.9%. Multivariable Cox regression analysis revealed that performance status, modified albumin-bilirubin grade, tumor size, extent of portal vein tumor thrombosis, and initial treatment significantly affected OS. The newly developed nomogram incorporating these variables demonstrated favorable accuracy (Harrell's concordance index, 0.807). CONCLUSIONS The newly developed nomogram facilitated the estimation of individual survival outcomes in patients with large HCC, providing an acceptable level of accuracy.
Collapse
Affiliation(s)
- Nalee Kim
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jeong Il Yu
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Hee Chul Park
- Department of Radiation Oncology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jung Yong Hong
- Department of Intenal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Ho Yeong Lim
- Department of Intenal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Myung Ji Goh
- Department of Intenal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yong-Han Paik
- Department of Intenal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| |
Collapse
|
19
|
Taha NA, Shafiq AM, Mohammed AH, Zaky AH, Omran OM, Ameen MG. FOS-Like Antigen 1 Expression Was Associated With Survival of Hepatocellular Carcinoma Patients. World J Oncol 2023; 14:285-299. [PMID: 37560339 PMCID: PMC10409557 DOI: 10.14740/wjon1608] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 06/10/2023] [Indexed: 08/11/2023] Open
Abstract
Background Early diagnosis and proper management of hepatocellular carcinoma (HCC) improve patient prognosis. Several studies attempted to discover new genes to understand the pathogenesis and identify the prognostic and predictive factors in HCC patients, to improve patient's overall survival (OS) and maintain their physical and social activity. The transcription factor FOS-like antigen 1 (FOSL1) acts as one of the important prognostic factors in different tumors, and its overexpression correlates with tumors' progression and worse patient survival. However, its expression and molecular mechanisms underlying its dysregulation in human HCC remain poorly understood. Our study was conducted to evaluate the expression of FOSL1 in HCC tissues and its relationship with various clinicopathological parameters besides OS. Methods This study is a retrospective cohort study conducted among 113 patients with a proven diagnosis of HCC, who underwent tumor resection and received treatment at South Egypt Cancer Institute. Immunohistochemistry for FOSL1 expression and survival curves were conducted followed by statistical analysis. Results HCC occurred at older age group and affected males more than females. There was a statistically significant correlation between combined cytoplasmic and nuclear expression of FOSL1 and worse prognosis in HCC patients. There was a statistically significant correlation of FOSL1 expression with histological grade, lymphovascular embolization, and tumor budding where high expression indicated potential deterioration of HCC patients. There was statistically significant correlation between tumor size, tumor grade and FOSL1 expression with the cumulative OS. Conclusions Combined cytoplasmic and nuclear FOSL1 expression has significant prognostic association with HCC and diagnostic importance, as it can identify cirrhosis and premalignant lesions that can progress to HCC. Furthermore, Kaplan-Meier survival analysis found that overexpressed FOSL1 was correlated with poor OS.
Collapse
Affiliation(s)
- Noura Ali Taha
- Department of Medical Oncology and Hematological Malignancies, South Egypt Cancer Institute, Assiut University, Assiut, Egypt
| | - Ahmed Mahran Shafiq
- Department of Medical Oncology and Hematological Malignancies, South Egypt Cancer Institute, Assiut University, Assiut, Egypt
| | - Abdallah Hedia Mohammed
- Department of Medical Oncology and Hematological Malignancies, South Egypt Cancer Institute, Assiut University, Assiut, Egypt
| | - Amen Hamdy Zaky
- Department of Medical Oncology and Hematological Malignancies, South Egypt Cancer Institute, Assiut University, Assiut, Egypt
| | - Ola M. Omran
- Department of Pathology, Faculty of Medicine, Assiut University, Assiut, Egypt
- Department of Pathology, College of Medicine, Qassim University, KSA
| | - Mahmoud Gamal Ameen
- Department of Oncologic Pathology, South Egypt Cancer Institute, Assiut University, Assiut, Egypt
| |
Collapse
|
20
|
Wu X, Lokken RP, Mehta N. Optimal treatment for small HCC (<3 cm): Resection, liver transplantation, or locoregional therapy? JHEP Rep 2023; 5:100781. [PMID: 37456674 PMCID: PMC10339255 DOI: 10.1016/j.jhepr.2023.100781] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 03/30/2023] [Indexed: 07/18/2023] Open
Abstract
Hepatocellular carcinoma (HCC) remains the most common form of liver cancer, accounting for 90% of all primary liver cancers. Up to 30% of HCC cases could be small (2-3 cm in diameter) at the time of diagnosis with advances in imaging techniques and surveillance programmes. Treating patients with early-stage HCC can be complex and often requires interdisciplinary care, owing to the wide and increasing variety of treatment options, which include liver resection, liver transplantation, and various locoregional therapies offered by interventional radiology and radiation oncology. Decisions regarding the optimal management strategy for a patient involve many considerations, including patient- and tumour-specific characteristics, as well as socioeconomic factors. In this review, we aim to comprehensively summarise the commonly used therapies for single, small HCC (<3 cm), with a focus on the impact of tumour size (<2 cm vs. 2-3 cm), as well as a brief discussion on the cost-effectiveness of the different treatment options.
Collapse
Affiliation(s)
- Xiao Wu
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, USA
| | - Ryan Peter Lokken
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, CA, USA
| | - Neil Mehta
- Department of General Hepatology and Liver Transplantation, University of California, San Francisco, CA, USA
| |
Collapse
|
21
|
Fan Z, Wei X, Chen K, Wang L, Xu M. 3D Bioprinting of an Endothelialized Liver Lobule-like Construct as a Tumor-Scale Drug Screening Platform. MICROMACHINES 2023; 14:878. [PMID: 37421111 DOI: 10.3390/mi14040878] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Revised: 04/14/2023] [Accepted: 04/18/2023] [Indexed: 07/09/2023]
Abstract
3D cell culture models replicating the complexity of cell-cell interactions and biomimetic extracellular matrix (ECM) are novel approaches for studying liver cancer, including in vitro drug screening or disease mechanism investigation. Although there have been advancements in the production of 3D liver cancer models to serve as drug screening platforms, recreating the structural architecture and tumor-scale microenvironment of native liver tumors remains a challenge. Here, using the dot extrusion printing (DEP) technology reported in our previous work, we fabricated an endothelialized liver lobule-like construct by printing hepatocyte-laden methacryloyl gelatin (GelMA) hydrogel microbeads and HUVEC-laden gelatin microbeads. DEP technology enables hydrogel microbeads to be produced with precise positioning and adjustable scale, facilitating the construction of liver lobule-like structures. The vascular network was achieved by sacrificing the gelatin microbeads at 37 °C to allow HUVEC proliferation on the surface of the hepatocyte layer. Finally, we used the endothelialized liver lobule-like constructs for anti-cancer drug (Sorafenib) screening, and stronger drug resistance results were obtained when compared to either mono-cultured constructs or hepatocyte spheroids alone. The 3D liver cancer models presented here successfully recreate liver lobule-like morphology, and may have the potential to serve as a liver tumor-scale drug screening platform.
Collapse
Affiliation(s)
- Zicheng Fan
- School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China
| | - Xiaoyun Wei
- School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China
| | - Keke Chen
- School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China
| | - Ling Wang
- School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China
- Key Laboratory of Medical Information and 3D Bioprinting of Zhejiang Province, Hangzhou Dianzi University, Hangzhou 310018, China
| | - Mingen Xu
- School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China
- Key Laboratory of Medical Information and 3D Bioprinting of Zhejiang Province, Hangzhou Dianzi University, Hangzhou 310018, China
| |
Collapse
|
22
|
Ali AAK, Gamal SE, Anwar R, Elzahaf E, Eskandere D. Assessment of clinico-epidemiological profile of Hepatocellular carcinoma in the last two decades. THE EGYPTIAN JOURNAL OF INTERNAL MEDICINE 2023. [DOI: 10.1186/s43162-023-00201-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2023] Open
Abstract
Abstract
Background
Hepatocellular carcinoma represents 85%—90% of primary liver tumors; it represents the 2nd leading cause of cancer-related death all over the world. There is a growing incidence of HCC worldwide and similarly, the incidence of HCC has almost doubled over the last decade in Egypt.
Aim of the work
To assess clinico-epidemiological character of HCC in the last two decades and to compare between the first and second decade regarding these characters.
Patients and methods
This retrospective study included 497 HCC patients’ data collected from Clinical Oncology and Nuclear Medicine Department from 1999 to 2019, HCC patients were classified into 1st decade (from 1999 to 2009) and 2nd decade (2010 – 2019). Diagnosis of HCC was based on clinical, laboratory, (AFP), and radiological examinations (The abdominal US and triphasic CT scan).
Results
The study revealed that the average age of HCC cases was 57 years, the majority of these were males (88%), residents in rural areas (70%), about one-fourth of them, were smokers (26.4%), DM was present in 14% of these while only 7% were hypertension. Thirty presents (30%) of them were represented by ascites and (20%) by hepatic encephalopathy of different grades. The majority of HCC patients (92.2%) have HCV Abs positive. HBS Ag was positive in 2.4% while mixed infection (HCV Abs + ve and HBS Ag + ve) was in 2% of patients only. The median level of AFP was 300 ng/ml.
The severity of underlying chronic liver disease was assessed by the Child–Pugh score the mean score was 7.5 (from 6–11) and the MELD score (the mean score was 18.8 (from 6–29).
Regarding tumor characteristics, HCC mass was located in the Right lobe of the liver in (63.8%), in the left lobe in (26.6%) and both lobes were affected in 9.6%. A single focal hepatic lesion was detected in about 60% of patients, 3 focal lesions in about 20%, and two focal lesions or multifocal HCC in the remaining percent. The median size of the largest tumor’s diameter was 5 cm by the US and 5.3 cm by the triphasic CT. PVT, vascular invasion, LN, and distant metastasis were detected in (35.6%), (40%), (40%) and (54%) of patients respectively. In less than one-third of HCC cases, the tumors were within Milan criteria (30%).
Conclusion
The 1st decade showed a significantly higher frequency of patients presented with marked splenomegaly and splenectomy, while the second decade showed a significantly higher frequency in patients who reside in rural areas. Higher frequency of DM, advanced hepatic encephalopathy grade III/ IV, and unfortunately more aggressive tumors with PVT, vascular invasion, LN metastasis, and distant metastasis were detected in the 2nd decade.
Collapse
|
23
|
Lee AJL, Wu AGR, Yew KC, Shelat VG. Does size matter for resection of giant versus non-giant hepatocellular carcinoma? A meta-analysis. World J Gastrointest Surg 2023; 15:273-286. [PMID: 36896301 PMCID: PMC9988639 DOI: 10.4240/wjgs.v15.i2.273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 11/19/2022] [Accepted: 02/01/2023] [Indexed: 02/27/2023] Open
Abstract
BACKGROUND Research on long-term survival after resection of giant (≥ 10 cm) and non-giant hepatocellular carcinoma (HCC) (< 10 cm) has produced conflicting results. AIM This study aimed to investigate whether oncological outcomes and safety profiles of resection differ between giant and non-giant HCC. METHODS PubMed, MEDLINE, EMBASE, and Cochrane databases were searched. Studies designed to investigate the outcomes of giant vs non-giant HCC were included. The primary endpoints were overall survival (OS) and disease-free survival (DFS). The secondary endpoints were postoperative complications and mortality rates. All studies were assessed for bias using the Newcastle-Ottawa Scale. RESULTS 24 retrospective cohort studies involving 23747 patients (giant = 3326; non-giant = 20421) who underwent HCC resection were included. OS was reported in 24 studies, DFS in 17 studies, 30-d mortality rate in 18 studies, postoperative complications in 15 studies, and post-hepatectomy liver failure (PHLF) in six studies. The HR was significantly lower for non-giant HCC in both OS (HR 0.53, 95%CI: 0.50-0.55, P < 0.001) and DFS (HR 0.62, 95%CI: 0.58-0.84, P < 0.001). No significant difference was found for 30-d mortality rate (OR 0.73, 95%CI: 0.50-1.08, P = 0.116), postoperative complications (OR 0.81, 95%CI: 0.62-1.06, P = 0.140), and PHLF (OR 0.81, 95%CI: 0.62-1.06, P = 0.140). CONCLUSION Resection of giant HCC is associated with poorer long-term outcomes. The safety profile of resection was similar in both groups; however, this may have been confounded by reporting bias. HCC staging systems should account for the size differences.
Collapse
Affiliation(s)
- Aaron JL Lee
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 308232, Singapore
| | - Andrew GR Wu
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Kuo Chao Yew
- Department of Gastroenterology and Hepatology, Tan Tock Seng Hospital, Singapore 308433, Singapore
| | - Vishal G Shelat
- Department of Hepato-Pancreatico-Biliary Surgery, Tan Tok Seng Hospital, Singapore 308433, Singapore
| |
Collapse
|
24
|
Mankertz F, Gemeinhardt O, Felbor U, Hadlich S, Hosten N. Spacer-Supported Thermal Ablation to Prevent Carbonisation and Improve Ablation Size: A Proof of Concept Study. Biomedicines 2023; 11:biomedicines11020575. [PMID: 36831111 PMCID: PMC9952941 DOI: 10.3390/biomedicines11020575] [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: 01/23/2023] [Revised: 02/13/2023] [Accepted: 02/13/2023] [Indexed: 02/18/2023] Open
Abstract
Thermal ablation offers a minimally invasive alternative in the treatment of hepatic tumours. Several types of ablation are utilised with different methods and indications. However, to this day, ablation size remains limited due to the formation of a central non-conductive boundary layer. In thermal ablation, this boundary layer is formed by carbonisation. Our goal was to prevent or delay carbonisation, and subsequently increase ablation size. We used bovine liver to compare ablation diameter and volume, created by a stand-alone laser applicator, with those created when utilising a spacer between laser applicator and hepatic tissue. Two spacer variants were developed: one with a closed circulation of cooling fluid and one with an open circulation into hepatic tissue. We found that the presence of a spacer significantly increased ablation volume up to 75.3 cm3, an increase of a factor of 3.19 (closed spacer) and 3.02 (open spacer) when compared to the stand-alone applicator. Statistical significance between spacer variants was also present, with the closed spacer producing a significantly larger ablation volume (p < 0.001, MDiff = 3.053, 95% CI[1.612, 4.493]) and diameter (p < 0.001, MDiff = 4.467, 95% CI[2.648, 6.285]) than the open spacer. We conclude that the presence of a spacer has the potential to increase ablation size.
Collapse
Affiliation(s)
- Fiona Mankertz
- Institute for Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, 17475 Greifswald, Germany
- Correspondence:
| | - Ole Gemeinhardt
- Department of Radiology, Charité—Universitätsmedizin Berlin, 10117 Berlin, Germany
| | - Ute Felbor
- Institute for Human Genetics, University Medicine Greifswald, 17475 Greifswald, Germany
| | - Stefan Hadlich
- Institute for Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, 17475 Greifswald, Germany
| | - Norbert Hosten
- Institute for Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, 17475 Greifswald, Germany
| |
Collapse
|
25
|
Wu X, Heller M, Kwong A, Fidelman N, Mehta N. Cost-Effectiveness Analysis of Interventional Liver-Directed Therapies for a Single, Small Hepatocellular Carcinoma in Liver Transplant Candidates. J Vasc Interv Radiol 2023:S1051-0443(23)00170-7. [PMID: 36804296 DOI: 10.1016/j.jvir.2023.02.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 02/01/2023] [Accepted: 02/12/2023] [Indexed: 02/18/2023] Open
Abstract
PURPOSE To assess the cost effectiveness of 3 main locoregional therapies (LRTs) (transarterial chemoembolization [TACE], transarterial radioembolization [TARE], and percutaneous ablation) as bridging therapy. MATERIALS AND METHODS A cost-effectiveness analysis was performed comparing the 3 LRTs for patients with a single hepatocellular carcinoma (HCC) with a diameter of 3 cm or less over a 5-year time horizon from a payer's perspective. The clinical courses, including transplantation, decompensation resulting in delisting, and the need for a second LRT, were based on data from the United Network for Organ Sharing (2016-2019). Costs and effectiveness were measured in U.S. dollars and quality-adjusted life-years, respectively. Probabilistic and deterministic sensitivity analyses were performed. RESULTS A total of 2,594, 1,576, and 903 patients underwent TACE, ablation, and TARE, respectively. Ablation was the dominant strategy, with the lowest expected cost and highest effectiveness. The probabilistic sensitivity analysis demonstrated that ablation was the most cost-effective strategy in 93.9% of simulations. A subgroup analysis was performed for different wait times, with ablation remaining the most cost-effective strategy. The sensitivity analysis showed that ablation was most effective if the risk of waitlist dropout was less than 2.00% and the rate of transplantation was more than 15.1% quarterly. TARE was most effective if the risk of dropout was less than 1.19% and the rate of transplantation was more than 24.0%. TACE was most effective if the risk of dropout was less than 1.01% and the rate of transplantation was more than 45.7%. Ablation remained the most cost-effective modality until its procedural cost was more than $34,843. CONCLUSIONS Ablation is the most cost-effective bridging strategy for patients with a single, small (≤3 cm) HCC prior to liver transplantation. The conclusion remained robust in multiple sensitivity analyses.
Collapse
Affiliation(s)
- Xiao Wu
- Department of Radiology and Biomedical Imaging, Stanford University, San Francisco, California
| | - Michael Heller
- Department of Radiology and Biomedical Imaging, Stanford University, San Francisco, California
| | - Allison Kwong
- Department of Gastroenterology & Hepatology, Stanford University, San Francisco, California
| | - Nicholas Fidelman
- Department of Radiology and Biomedical Imaging, Stanford University, San Francisco, California
| | - Neil Mehta
- Department of General Hepatology and Liver Transplantation, University of California, Stanford University, San Francisco, California.
| |
Collapse
|
26
|
Malik A, Jairam MP, Chow R, Mirshahvalad SA, Veit-Haibach P, Simone CB. Radiofrequency ablation versus stereotactic body radiation therapy for hepatocellular carcinoma: a meta-regression. Future Oncol 2023; 19:279-287. [PMID: 36916490 PMCID: PMC10135443 DOI: 10.2217/fon-2022-0893] [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: 09/09/2022] [Accepted: 01/31/2023] [Indexed: 03/15/2023] Open
Abstract
Aim: The aim of this meta-regression was to assess the impact of mean/median age, mean/median tumor size, percentage of males in total sample, and total sample size on the comparative effectiveness of radiofrequency ablation (RFA) and stereotactic body radiation therapy (SBRT). Methods: Ten studies reporting on the composite outcome of overall survival and local control were included. Results: A significant relationship was found between age and overall survival at 1 and 2 for both RFA and SBRT. A significant relationship was noted also between age and local control at 1 and 2 years for RFA. Conclusion: Patients treated with SBRT had a wider range of tumor sizes and larger tumor sizes; no relationship was observed between tumor size and overall survival or local control by SBRT.
Collapse
Affiliation(s)
- Aleena Malik
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Meghan P Jairam
- Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Ronald Chow
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- New York Proton Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | | | - Charles B Simone
- New York Proton Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| |
Collapse
|
27
|
Yang C, Wu X, Liu J, Wang H, Jiang Y, Wei Z, Cai Q. Nomogram Based on Platelet-Albumin-Bilirubin for Predicting Tumor Recurrence After Surgery in Alpha-Fetoprotein-Negative Hepatocellular Carcinoma Patients. J Hepatocell Carcinoma 2023; 10:43-55. [PMID: 36660412 PMCID: PMC9844149 DOI: 10.2147/jhc.s396433] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Accepted: 01/08/2023] [Indexed: 01/15/2023] Open
Abstract
Purpose In this study, we developed a nomogram based on the platelet-albumin-bilirubin (PALBI) score to predict recurrence-free survival (RFS) after curative resection in alpha-fetoprotein (AFP)-negative (≤20 ng/mL) hepatocellular carcinoma (HCC) patients. Patients and Methods A total of 194 pathologically confirmed AFP-negative HCC patients were retrospectively analyzed. Univariate and multivariate Cox regression analyses were performed to screen the independent risk factors associated with RFS, and a nomogram prediction model for RFS was established according to the independent risk factors. The receiver operating characteristic (ROC) curve and the C-index were used to evaluate the accuracy and the efficacy of the model prediction. The correction curve was used to assess the calibration of the prediction model, and decision curve analysis was performed to evaluate the clinical application value of the prediction model. Results PALBI score, MVI, and tumor size were independent risk factors for postoperative tumor recurrence (P < 0.05). A nomogram prediction model based on the independent predictive factors was developed to predict RFS, and it achieved a good C-index of 0.704 with an area under the ROC curve of 0.661 and the sensitivity was 73.2%. Patients with AFP-negative HCC could be divided into the high-risk group or the low-risk group by the risk score calculated by the nomogram, and there was a significant difference in RFS between the two groups (P < 0.05). Decision curve analysis (DCA) showed that the nomogram increased the net benefit in predicting the recurrence of AFP-negative HCC and exhibited a wider range of threshold probabilities than the independent risk factors (PALBI score, MVI, and tumor size) by risk stratification. Conclusion The nomogram based on the PALBI score can predict RFS after curative resection in AFP-negative HCC patients and can help clinicians to screen out high-risk patients for early intervention.
Collapse
Affiliation(s)
- Chengkai Yang
- The Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, 350025, People’s Republic of China
| | - Xiaoya Wu
- Eastern Hospital Affiliated to Xiamen University, Fuzhou, 350025, People’s Republic of China
| | - Jianyong Liu
- Department of Hepatobiliary Surgery, 900 Hospital of The Joint Logistics Team, Fuzhou, 350025, People’s Republic of China
| | - Huaxiang Wang
- The Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, 350025, People’s Republic of China
| | - Yi Jiang
- Department of Hepatobiliary Surgery, 900 Hospital of The Joint Logistics Team, Fuzhou, 350025, People’s Republic of China
| | - Zhihong Wei
- Department of Hepatobiliary Surgery, 900 Hospital of The Joint Logistics Team, Fuzhou, 350025, People’s Republic of China
| | - Qiucheng Cai
- Department of Hepatobiliary Surgery, 900 Hospital of The Joint Logistics Team, Fuzhou, 350025, People’s Republic of China
| |
Collapse
|
28
|
Abza GB, Ahmed JH, Yesufe AA, Seife E, Erkie M, Spriet I, Chelkeba L, Annaert P. Clinicopathological Features and Survival of Patients with Hepatocellular Carcinoma in Ethiopia: A Multicenter Study. Cancers (Basel) 2022; 15:cancers15010193. [PMID: 36612189 PMCID: PMC9818669 DOI: 10.3390/cancers15010193] [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: 11/15/2022] [Revised: 12/17/2022] [Accepted: 12/21/2022] [Indexed: 12/30/2022] Open
Abstract
(1) Background: Hepatocellular carcinoma (HCC) is one of the deadliest cancers globally, killing over 700,000 people each year. Despite the rising incidence and mortality rates of HCC in Ethiopia, only few single-centered studies have been conducted; therefore, we aimed to explore the clinicopathological characteristics and survival of patients with HCC in multicenter settings. (2) Methods: We conducted a retrospective analysis of 369 patients with confirmed HCC diagnosed between 2016 and 2021. The survival of patients weas determined using the Kaplan−Meier method, and hazard ratios of the prognostic factors were estimated in Cox proportional hazard models. (3) Results: Majority patients were male (67%) and had a mean age of 52.0 ± 15.6 years. The majority of patients (87%) had a large tumor size (>5 cm) at diagnosis and presented with an advanced-stage condition. Cirrhosis (58%) and viral hepatitis (46.5%) were the main risk factors associated with HCC. The median overall survival was 141 days (95% CI: 117−165). Patients who took antivirals for HBV had a higher survival benefit compared to the untreated group (469 vs. 104 days; p < 0.001). The risk of death was 12 times higher in patients with Barcelona Clinic Liver Cancer-D (BCLC-D) terminal stage HCC compared to patients with an early stage (BCLC-A) HCC. The stage of HCC and treatment against HBV are the most significant survival predictors. (4) Conclusions: The overall survival of HCC patients in Ethiopia is poor. Cirrhosis and viral hepatitis are the primary risk factors linked with HCC. Patients who received antiviral therapy for HBV had a better survival outcome.
Collapse
Affiliation(s)
- Getahun Befirdu Abza
- Drug Delivery and Disposition, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, 3000 Leuven, Belgium
- Department of Pharmacology, School of Pharmacy, Jimma University, Jimma P.O.Box 378, Ethiopia
| | - Jemal Hussien Ahmed
- Department of Pharmacology, School of Pharmacy, Jimma University, Jimma P.O.Box 378, Ethiopia
| | - Abdu Adem Yesufe
- Adult Oncology Unit, St. Paul’s Hospital Millennium Medical College, Addis Ababa 1000, Ethiopia
| | - Edom Seife
- Department of Radiotherapy and Adult Oncology, Tikur Anbessa Specialized Hospital, Addis Ababa University, Addis Ababa 1000, Ethiopia
| | - Mengistu Erkie
- Department of Internal Medicine, Division of Gastroenterology & Hepatology, Addis Ababa University, Addis Ababa 1000, Ethiopia
| | - Isabel Spriet
- Clinical Pharmacology and Pharmacotherapy, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, 3000 Leuven, Belgium
| | - Legese Chelkeba
- Department of Pharmacology and Clinical Pharmacy, School of Pharmacy, Addis Ababa University, Addis Ababa 1000, Ethiopia
| | - Pieter Annaert
- Drug Delivery and Disposition, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, 3000 Leuven, Belgium
- Correspondence: ; Tel.: +32-16-33-03-03
| |
Collapse
|
29
|
Ruffolo LI, Zambrano D, Dale BS, Nimmagadda SV, Hack M, Gaba H, Belt BA, Burchard PR, LanzDuret-Hernandez JM, Dokus MK, Aponte JP, Tomiyama K, Nair A, Pineda-Solis K, Hernandez-Alejandro R. Inferior Survival Is Associated With Socioeconomic Deprivation in Hepatocellular Carcinoma. J Surg Res 2022; 279:228-239. [DOI: 10.1016/j.jss.2022.05.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 04/14/2022] [Accepted: 05/06/2022] [Indexed: 10/31/2022]
|
30
|
Xiao X, Zhao J, Li S. Task relevance driven adversarial learning for simultaneous detection, size grading, and quantification of hepatocellular carcinoma via integrating multi-modality MRI. Med Image Anal 2022; 81:102554. [DOI: 10.1016/j.media.2022.102554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Revised: 07/12/2022] [Accepted: 07/18/2022] [Indexed: 11/26/2022]
|
31
|
Sweed D, Sweed E, Moaz I, Mosbeh A, Fayed Y, Elhamed SMA, Sweed E, Macshut M, Abdelsattar S, Kilany S, Saied SA, Badr R, Abdallah MS, Ehsan N. The clinicopathological and prognostic factors of hepatocellular carcinoma: a 10-year tertiary center experience in Egypt. World J Surg Oncol 2022; 20:298. [PMID: 36117166 PMCID: PMC9484175 DOI: 10.1186/s12957-022-02764-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/06/2022] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) remains a major health problem despite the emergence of several preventive and therapeutic modalities. HCC has heterogeneous and wide morpho-molecular patterns, resulting in unique clinical and prognostic criteria. Therefore, we aimed to study the clinical and pathological criteria of HCC to update the morpho-molecular classifications and provide a guide to the diagnosis of this disease. METHODS Five hundred thirty pathologically analyzed HCC cases were included in this study. The clinical and survival data of these cases were collected. RESULTS Hepatitis C virus is still the dominant cause of HCC in Egypt. Post-direct-acting antiviral agent HCC showed an aggressive course compared to interferon-related HCC. Old age, male gender, elevated alpha-fetoprotein level, tumor size, and background liver were important prognostic parameters. Special HCC variants have characteristic clinical, laboratory, radiological, prognostic, and survival data. Tumor-infiltrating lymphocytes rather than neutrophil-rich HCC have an excellent prognosis. CONCLUSIONS HCC is a heterogenous tumor with diverse clinical, pathological, and prognostic parameters. Incorporating the clinicopathological profile per specific subtype is essential in the treatment decision of patients with HCC. TRIAL REGISTRATION This was a retrospective study that included 530 HCC cases eligible for analysis. The cases were obtained from the archives of the Pathology Department, during the period between January 2010 and December 2019. Clinical and survival data were collected from the patients' medical records after approval by the institutional review board (IRB No. 246/2021) of Liver National Institute, Menoufia University. The research followed the guidelines outlined in the Declaration of Helsinki and registered on ClinicalTrials.gov (NCT05047146).
Collapse
Affiliation(s)
- Dina Sweed
- Pathology Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Enas Sweed
- Radiology Department, Faculty of Medicine, Benha University, Benha, Egypt
| | - Inas Moaz
- Epidemiology, and Preventive Medicine Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Asmaa Mosbeh
- Pathology Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Yahya Fayed
- Hepatopancreatobiliary Surgery Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Sara Mohamed Abd Elhamed
- Pathology Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Eman Sweed
- Clinical Pharmacology Department, Faculty of Medicine, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Mahmoud Macshut
- Hepatopancreatobiliary Surgery Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Shimaa Abdelsattar
- Clinical Biochemistry and Molecular Diagnostics Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Shimaa Kilany
- Hepatology and Gastroenterology Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Sara A. Saied
- Clinical Pathology Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Reda Badr
- Hepatology and Gastroenterology Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| | - Mahmoud S. Abdallah
- Clinical Pharmacy, Faculty of Pharmacy, University of Sadat City, Sadat City, Menoufia Egypt
| | - Nermine Ehsan
- Pathology Department, National Liver Institute, Menoufia University, Shebin Elkom, Menoufia Egypt
| |
Collapse
|
32
|
Yang S, Wang J, Wang S, Zhou A, Zhao G, Li P. Roles of small extracellular vesicles in the development, diagnosis and possible treatment strategies for hepatocellular carcinoma (Review). Int J Oncol 2022; 61:91. [PMID: 35674180 PMCID: PMC9262158 DOI: 10.3892/ijo.2022.5381] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 05/24/2022] [Indexed: 11/19/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common malignancy of hepatocytes accounting for 75-85% of primary hepatic carcinoma cases. Small extracellular vesicles (sEVs), previously known as exosomes with a diameter of 30-200 nm, can transport a variety of biological molecules between cells, and have been proposed to function in physiological and pathological processes. Recent studies have indicated that the cargos of sEVs are implicated in intercellular crosstalk among HCC cells, paratumor cells and the tumor microenvironment. sEV-encapsulated substances (including DNA, RNA, proteins and lipids) regulate signal transduction pathways in recipient cells and contribute to cancer initiation and progression in HCC. In addition, the differential expression of sEV cargos between patients facilitates the potential utility of sEVs in the diagnosis and prognosis of patients with HCC. Furthermore, the intrinsic properties of low immunogenicity and high stability render sEVs ideal vehicles for targeted drug delivery in the treatment of HCC. The present review article summarizes the carcinogenic and anti-neoplastic capacities of sEVs and discusses the potential and prospective diagnostic and therapeutic applications of sEVs in HCC.
Collapse
Affiliation(s)
- Shuyue Yang
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Jiaxin Wang
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Shidong Wang
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Anni Zhou
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Guiping Zhao
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
| | - Peng Li
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, P.R. China
| |
Collapse
|
33
|
Wee JJ, Tee CL, Junnarkar SP, Low JK, Tan YP, Huey CW, Shelat VG. Outcomes of surgical resection of super-giant (≥15 cm) hepatocellular carcinoma: Volume does matter, if not the size. J Clin Transl Res 2022; 8:209-217. [PMID: 35813892 PMCID: PMC9260342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Revised: 03/24/2022] [Accepted: 03/26/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND AIM Resection for giant hepatocellular carcinoma (HCC) (≥10 cm) is deemed safe and feasible. However, a super-giant HCC (≥15 cm) poses unique technical complexity for hepatectomy with limited data suggesting feasibility and oncologic efficiency. This study aims to evaluate the short-term and long-term outcomes of hepatectomy in patients with super-giant HCC. METHODS A retrospective review was conducted on patients with super-giant HCC who underwent hepatectomy from 2011 to 2021. We report perioperative and oncologic outcomes such as length of stay (LOS), 30-day readmission, 90-day mortality, and cumulative survival rate. RESULTS Of the 18 patients, the median tumor diameter was 172.5 mm (range 150-250). The most common risk factor was chronic hepatitis B virus (HBV) infection (n=7, 38.9%). Most of the patients were Barcelona Clinic Liver Cancer (BCLC) Stage B (n=14, 77.8%) and Hong Kong Liver Cancer (HKLC) Stage IIb (n=15, 83.3%). Extended right hepatectomy was the most common procedure. The median LOS was 11 days (range 3-90). The most common post-operative complication was pneumonia (n=4, 22.2%). Fourteen patients were discharged well without any need for invasive therapy (n=7, 38.9% no complications, n=1, 5.6% Clavien Grade I, n=6, 33.3% Clavien Grade II). Thirty-day readmission rate was 5.6% (n=1) and 90-day mortality rate was 5.6% (n=1). There were 12 patients (66.7%) with microvascular invasion and three patients (16.7%) with macrovascular invasion. Most patients had Grade III (poorly differentiated) HCC (n=9, 50%). At a median follow-up of 11 months (range 2-95), 12 (66.7%) patients had local recurrence, and 9 (50%) developed distant metastasis. The 1-, 2-, and 3-year cumulative disease-free survival (DFS) was 36%, 18%, and 18%, respectively. The 1-, 2-, and 3-year cumulative overall survival was 49% and 39%, and 29%, respectively. CONCLUSION Primary hepatic resection is safe in patients with super-giant HCC. However, long-term outcomes are poor, and high tumor volume may be associated with inferior oncological outcomes in HCC. RELEVANCE FOR PATIENTS The presentation of super-giant HCCs may be asymptomatic and some patients are diagnosed late with limited treatment options. In some centers, this group of patients are denied surgical resection and recommended for only locoregional therapies like TACE. This paper demonstrates that hepatic resection is safe and may be an option in patients who present at an advanced stage with a high tumor burden.
Collapse
Affiliation(s)
- Jia Jia Wee
- Division of Hepatopancreatobilliary Surgery, General Surgery, Tan Tock Seng Hospital, Singapore
| | - Chin Li Tee
- Division of Hepatopancreatobilliary Surgery, General Surgery, Tan Tock Seng Hospital, Singapore
| | - Sameer P. Junnarkar
- Division of Hepatopancreatobilliary Surgery, General Surgery, Tan Tock Seng Hospital, Singapore
| | - Jee Keem Low
- Division of Hepatopancreatobilliary Surgery, General Surgery, Tan Tock Seng Hospital, Singapore
| | - Yen Pin Tan
- Division of Hepatopancreatobilliary Surgery, General Surgery, Tan Tock Seng Hospital, Singapore
| | - Cheong Wei Huey
- Division of Hepatopancreatobilliary Surgery, General Surgery, Tan Tock Seng Hospital, Singapore
| | - Vishal G. Shelat
- Division of Hepatopancreatobilliary Surgery, General Surgery, Tan Tock Seng Hospital, Singapore
| |
Collapse
|
34
|
No significant relationship exists between tumor size and prognosis in distant metastatic hepatocellular carcinoma: a propensity score matching analysis based on SEER database. BMC Gastroenterol 2022; 22:274. [PMID: 35655184 PMCID: PMC9161599 DOI: 10.1186/s12876-022-02355-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 05/23/2022] [Indexed: 12/30/2022] Open
Abstract
Abstract
Background
Previous studies have shown that tumor size has an impact on the prognosis of hepatocellular carcinoma (HCC). Whether tumor size is related to the prognosis of distant metastatic HCC is unclear. The purpose of this study was to investigate the effect of tumor size on the prognosis of distant metastatic HCC.
Methods
Data on patients with HCC were collected from the (SEER) database of surveillance, epidemiology and final results. Propensity score matching (PSM) was used to reduce confounding factors and comprehensively evaluate the clinicopathological features and prognosis of distant metastatic HCC.
Results
There were 189 patients with distant metastatic HCC whose tumor size was ≤ 50 mm and 615 patients with a tumor size > 50 mm. The tumor sizes of distant metastatic HCC patients were associated with race, grade, surgical treatment, N and AFP. The Kaplan–Meier analysis showed that the mortality rate of patients with a tumor size > 50 mm was higher than that of patients with a tumor size ≤ 50 mm (p = 0.00062). However, there were no significant differences in mortality rates after adjusting for confounding variables by using propensity score matching (p = 0.23).
Conclusion
This propensity score matching study provides the best data in support of the following assertions: tumor size is not an independent prognostic factor for distant metastatic HCC.
Collapse
|
35
|
Ji K, Zhu H, Wu W, Li X, Zhan P, Shi Y, Sun J, Li Z. Tumor Response and Nomogram-Based Prognostic Stratification for Hepatocellular Carcinoma After Drug-Eluting Beads Transarterial Chemoembolization. J Hepatocell Carcinoma 2022; 9:537-551. [PMID: 35698645 PMCID: PMC9188409 DOI: 10.2147/jhc.s360421] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 05/25/2022] [Indexed: 12/21/2022] Open
Abstract
Purpose To explore the tumor response and propose a nomogram-based prognostic stratification for hepatocellular carcinoma (HCC) after drug-eluting beads transarterial chemoembolization (DEB-TACE). Patients and Methods From the database of two centers, patients who received DEB-TACE as an initial treatment were enrolled and divided into the training and validation sets. The tumor response after DEB-TACE was estimated according to the Modified Response Evaluation Criteria in Solid Tumors. Using the independent survival predictors in the training set, a nomogram was constructed and validated internally and externally by measuring concordance index (C-index) and calibration. A prognostic stratification based on the nomogram was established. Results A total of 335 patients met the inclusion criteria for the study. Alkaline phosphatase level, tumor maximum diameter, tumor capsule and portal vein invasion were interrelated with the achievement of complete release after DEB-TACE. Alpha-fetoprotein level, Child-Pugh class, tumor maximum diameter, tumor number, tumor extent and portal vein invasion were integrated into the nomogram. The nomogram demonstrated good calibration and discrimination, with C-indexes of 0.735 and 0.854 and higher area under the curve (AUC) than BCLC and CNLC staging systems in the internal and external validation sets. The prognostic stratification classified patients into three different risk groups, which had significant differences in survival, complete release and objective response rate between any two groups (P < 0.05). Conclusion The nomogram-based prognostic stratification has a good distinction and may help to identify the patients benefiting from DEB-TACE.
Collapse
Affiliation(s)
- Kun Ji
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, People’s Republic of China
| | - Hanlong Zhu
- Department of Gastroenterology and Hepatology, Jinling Hospital, Medical School of Nanjing University, Nanjing, 210002, People’s Republic of China
| | - Wei Wu
- Department of Medical Oncology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, People’s Republic of China
| | - Xin Li
- Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - Pengchao Zhan
- Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - Yang Shi
- Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
| | - Junhui Sun
- Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, People’s Republic of China
- Junhui Sun, Hepatobiliary and Pancreatic Interventional Treatment Center, Division of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, No. 79 Qingchun Road, Hangzhou, 310000, People’s Republic of China, Tel +86-13575725162, Email
| | - Zhen Li
- Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, People’s Republic of China
- Correspondence: Zhen Li, Department of Interventional Radiology, the First Affiliated Hospital of Zhengzhou University, No. 1 East Jian She Road, Zhengzhou, 450052, People’s Republic of China, Tel +86-15837192255, Email
| |
Collapse
|
36
|
Clinical Characteristics of Patients with Hepatocellular Carcinoma: A Single-Center 3-Year Experience from Somalia. Int J Hepatol 2022; 2022:3370992. [PMID: 35411218 PMCID: PMC8994688 DOI: 10.1155/2022/3370992] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 03/17/2022] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND To evaluate the relationship between prognosticators representing tumor aggressiveness and socio-demographic, laboratory, and imaging findings in patients with hepatocellular carcinoma (HCC). METHODS We retrospectively searched patients with HCC between January 2017 and December 2019 in our tertiary referral hospital. The tumor-related factors and liver damage indicators and their relationship to indicate the value of prognosis were analyzed. RESULTS A total of 268 HCC patients, with a male-to-female ratio of 2.8 : 1. The mean age was 52.6 years. The patient with portal vein thrombosis (PVT) was older, had higher liver laboratory parameters (AST, ALT, total bilirubin, and direct bilirubin), and had larger tumor size. Patients with the larger tumor size had a higher AFP level, had more tumor multifocality. The majority of patients were in Child's A (73.6%) and B (17.2%) classes. The laboratory parameters of HCC patients were increased in Child's C compared to other groups of Child-Pugh classification. CONCLUSIONS The presence of PVT and large-sized tumor in patients with HCC indicated a poorer prognosis than non-PVT group and small tumor sizes.
Collapse
|
37
|
Amer S, Nabil M, Negm M. Expression of Podoplanin in Hepatocellular Carcinoma in a Sample of Egyptian Population – Immunohistopathological Study. Open Access Maced J Med Sci 2022. [DOI: 10.3889/oamjms.2022.8460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND: Hepatocellular carcinoma (HCC) is a highly incident malignancy with a dreadful prognosis. It evolves through a multistep process, with a contribution from different stromal cells like cancer associated fibroblasts. Podoplanin is a glycoprotein that influences epithelial mesenchymal interplay facilitating the tumor invasion.
AIM: The aim of the study was to evaluate the immunohistochemical expression of Podoplanin in HCC in cancer associated fibroblasts (CAFs) and malignant hepatocytes as well as assessing the lymphovascular density, and correlating them with the clinicopathological parameters.
METHODS: Sixty formalin-fixed paraffin-embedded HCC tissue blocks were retrieved from the pathology Department of the National Hepatology and Tropical Medicine Research Institute and Kasr Al-aini Hospital during the period of January 2012 till December 2019. The specimens were obtained through partial or total hepatectomy inclusion criteria included HCC cases obtained through resection type biopsy and those having no history of pre-operative cancer therapy, while cases with insufficient data, core biopsy, and marked necrosis were excluded from the study. Tumor tissue blocks were immunostained for Podoplanin and its expression was interpreted in lymphatic vessels, CAFs, and malignant hepatocytes.
RESULTS: Podoplanin expression in CAFs and malignant hepatocytes was detected in the majority of HCC cases (81.7%) and (88.3%), respectively. The malignant hepatocytes showed increased expression of Grade 1 immunostaining (36.7%). High lymphovascular density was detected over the majority of the cases (73.3%). Podoplanin expression was significantly correlated with higher mean age, male gender, presence of viral infection, cirrhosis, and higher tumor grade. Unifocal tumor mass, tumor size <5 cm, and presence of invasion showed a significant correlation with Podoplanin in malignant hepatocytes and CAFs for the formers and the later, respectively.
CONCLUSION: Podoplanin is highly expressed in HCC, which could be used as a prognostic marker for lymphangiogenesis. Furthermore, within the malignant hepatocytes and CAFs suggesting a role in hepatocellular tumorigenesis. Podoplanin targeted therapy can be investigated to slow down the tumor progression and metastasis.
Collapse
|
38
|
Papaconstantinou D, Hewitt DB, Brown ZJ, Schizas D, Tsilimigras DI, Pawlik TM. Patient stratification in hepatocellular carcinoma: impact on choice of therapy. Expert Rev Anticancer Ther 2022; 22:297-306. [PMID: 35157530 DOI: 10.1080/14737140.2022.2041415] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
INTRODUCTION HCC comprises around 60 to 80% of all primary liver cancers and exhibits wide geographical variability. Appropriate treatment allocation needs to include both patient and tumor characteristics. AREAS COVERED Current HCC classification systems to guide therapy are either liver function-centric and evaluate physiologic liver function to guide therapy or prognostic stratification classification systems broadly based on tumor morphologic parameters, patient performance status, and liver reserve assessment. This review focuses on different classification systems for HCC, their strengths, and weaknesses as well as the use of artificial intelligence in improving prognostication in HCC. EXPERT OPINION Future HCC classification systems will need to incorporate clinic-pathologic data from a multitude of sources and emerging therapies to develop patient-specific treatment plans targeting a patient's unique tumor profile.
Collapse
Affiliation(s)
- Dimitrios Papaconstantinou
- Third Department of Surgery, Attikon University Hospital, National and Kapodistrian University of Athens, Medical School, Greece
| | - D Brock Hewitt
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio
| | - Zachary J Brown
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio
| | - Dimitrios Schizas
- First Department of Surgery, Laikon General Hospital, National and Kapodistrian University of Athens, Medical School, Greece
| | - Diamantis I Tsilimigras
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio
| | - Timothy M Pawlik
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio
| |
Collapse
|
39
|
Gadallah M, Asaad NY, Shabaan M, Elkholy SS, Samara MY, Taie D. Role of SET oncoprotein in hepatocellular carcinoma: An immunohistochemical study. J Immunoassay Immunochem 2022; 43:420-434. [PMID: 35156535 DOI: 10.1080/15321819.2022.2034646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Hepatocellular carcinoma (HCC) is the most prevalent primary cancer of the liver and it is the fourth most common cause of cancer related death worldwide. In Egypt, liver cancer constitutes the most common cause of mortality-related cancer. This study aimed to evaluate the immunohistochemical expression of SET oncoprotein in HCC tissues in comparison with its expression in non tumorous liver tissues and to correlate its expression with clinicopathological parameters. This study investigated 100 cases of HCC (including tumorous and non tumorous tissues). One hundred percent of tumorous and non-tumorous tissues were positive for SET expression. The mean and median values of H-score for SET expression were higher in tumorous than non tumorous tissues (P = .03). Higher SET expression was significantly correlated with larger tumor size (P = .012), positive lymphovascular invasion (P = .028), and shorter overall survival (P < .001). SET expression in tumor tissues is the most independent factor to affect the overall survival of HCC patients. SET plays a role in hepatocarcinogenesis proved by the increase of SET expression from non-tumorous to tumorous tissues. Also, SET can be used as a prognostic indicator and a novel target therapy in HCC patients.
Collapse
Affiliation(s)
- Marwa Gadallah
- Faculty of Medicine, Pathology, Menoufia University, Shebin El-Kom, Egypt
| | - Nancy Yousef Asaad
- Faculty of Medicine, Pathology, Menoufia University, Shebin El-Kom, Egypt
| | - Mohammed Shabaan
- Faculty of Medicine, Pathology, Menoufia University, Shebin El-Kom, Egypt
| | - Shimaa Saad Elkholy
- Menoufia University National Liver Institute, Pathology, Shebin El-Kom, Egypt
| | - Manar Yousef Samara
- Menoufia University National Liver Institute, Pathology, Shebin El-Kom, Egypt
| | - Doha Taie
- Menoufia University National Liver Institute, Pathology, Shebin El-Kom, Egypt
| |
Collapse
|
40
|
Bhatti ABH, Naqvi W, Khan NY, Zia HH, Dar FS, Khan ZA, Rana A. Living donor liver transplantation for advanced hepatocellular carcinoma including macrovascular invasion. J Cancer Res Clin Oncol 2022; 148:245-253. [PMID: 34117916 PMCID: PMC8752562 DOI: 10.1007/s00432-021-03665-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Accepted: 05/13/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND The indications for liver transplantation (LT) in patients with hepatocellular carcinoma (HCC) continue to evolve. The aim of this study was to report outcomes in patients who underwent living donor liver transplantation (LDLT) for HCC outside traditional criteria including macrovascular invasion (MVI). METHODS We reviewed outcomes in patients who met the University of California San Francisco (UCSF) criteria (n = 159) and our center-specific criteria (UCSF+) (largest tumor diameter ≤ 10 cm, any tumor number, AFP ≤ 1000 ng/ml) (n = 58). We also assessed outcomes in patients with MVI (n = 27). RESULTS The median follow was 28 (10.6-42.7) months. The 5 year overall survival and risk of recurrence (RR) in the UCSF and UCSF + group was 71% vs 69% (P = 0.7) and 13% vs 36% (P = 0.1) respectively. When patients with AFP > 600 ng/ml were excluded from the UCSF + group, RR was 27% (P = 0.3). Among patients with MVI who had downstaging (DS), 4/5(80%) in low-risk group (good response and AFP ≤ 100 ng/ml) and 2/10 (20%) in the high-risk group (poor response or AFP > 100 ng/ml) were alive at the last follow-up. When DS was not feasible, 3/3 (100%) in the low-risk group (AFP ≤ 100 ng/ml + Vp1-2 MVI) and 1/9 (9.1%) in the high-risk group (AFP > 100 or Vp3 MVI) were alive. The 5 year OS in the low-risk MVI group was 85% (P = 0.003). CONCLUSION With inclusion of AFP, response to downstaging and degree of MVI, acceptable survival can be achieved with LDLT for HCC outside traditional criteria.
Collapse
Affiliation(s)
- Abu Bakar Hafeez Bhatti
- Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Shifa International Hospital Islamabad, Sector H-8/4, Pitras Bukhari Road, Islamabad, 44000, Pakistan.
- Department of Surgery, Shifa Tameer-e-Millat University Islamabad, Islamabad, Pakistan.
| | - Wajih Naqvi
- Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Shifa International Hospital Islamabad, Sector H-8/4, Pitras Bukhari Road, Islamabad, 44000, Pakistan
| | - Nusrat Yar Khan
- Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Shifa International Hospital Islamabad, Sector H-8/4, Pitras Bukhari Road, Islamabad, 44000, Pakistan
| | - Haseeb Haider Zia
- Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Shifa International Hospital Islamabad, Sector H-8/4, Pitras Bukhari Road, Islamabad, 44000, Pakistan
| | - Faisal Saud Dar
- Division of Hepato-Pancreato-Biliary Surgery and Liver Transplantation, Shifa International Hospital Islamabad, Sector H-8/4, Pitras Bukhari Road, Islamabad, 44000, Pakistan
| | - Zahid Amin Khan
- Division of Radiology, Shifa International Hospital Islamabad, Islamabad, Pakistan
| | - Atif Rana
- Division of Radiology, Shifa International Hospital Islamabad, Islamabad, Pakistan
| |
Collapse
|
41
|
Greco F, Anastasi F, Pardini LF, Dilillo M, Vannini E, Baroncelli L, Caleo M, McDonnell LA. Longitudinal Bottom-Up Proteomics of Serum, Serum Extracellular Vesicles, and Cerebrospinal Fluid Reveals Candidate Biomarkers for Early Detection of Glioblastoma in a Murine Model. Molecules 2021; 26:5992. [PMID: 34641541 PMCID: PMC8512455 DOI: 10.3390/molecules26195992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 09/24/2021] [Accepted: 09/30/2021] [Indexed: 12/04/2022] Open
Abstract
Glioblastoma Multiforme (GBM) is a brain tumor with a poor prognosis and low survival rates. GBM is diagnosed at an advanced stage, so little information is available on the early stage of the disease and few improvements have been made for earlier diagnosis. Longitudinal murine models are a promising platform for biomarker discovery as they allow access to the early stages of the disease. Nevertheless, their use in proteomics has been limited owing to the low sample amount that can be collected at each longitudinal time point. Here we used optimized microproteomics workflows to investigate longitudinal changes in the protein profile of serum, serum small extracellular vesicles (sEVs), and cerebrospinal fluid (CSF) in a GBM murine model. Baseline, pre-symptomatic, and symptomatic tumor stages were determined using non-invasive motor tests. Forty-four proteins displayed significant differences in signal intensities during GBM progression. Dysregulated proteins are involved in cell motility, cell growth, and angiogenesis. Most of the dysregulated proteins already exhibited a difference from baseline at the pre-symptomatic stage of the disease, suggesting that early effects of GBM might be detectable before symptom onset.
Collapse
Affiliation(s)
- Francesco Greco
- Institute of Life Sciences, Sant’Anna School of Advanced Studies, 56127 Pisa, Italy;
- Fondazione Pisana per la Scienza ONLUS, 56017 San Giuliano Terme, Italy; (F.A.); (L.F.P.); (M.D.)
| | - Federica Anastasi
- Fondazione Pisana per la Scienza ONLUS, 56017 San Giuliano Terme, Italy; (F.A.); (L.F.P.); (M.D.)
- NEST Laboratories, Scuola Normale Superiore, 56127 Pisa, Italy
| | - Luca Fidia Pardini
- Fondazione Pisana per la Scienza ONLUS, 56017 San Giuliano Terme, Italy; (F.A.); (L.F.P.); (M.D.)
- Department of Chemistry and Industrial Chemistry, University of Pisa, 56124 Pisa, Italy
| | - Marialaura Dilillo
- Fondazione Pisana per la Scienza ONLUS, 56017 San Giuliano Terme, Italy; (F.A.); (L.F.P.); (M.D.)
| | - Eleonora Vannini
- CNR, Neuroscience Institute, 56124 Pisa, Italy; (E.V.); (L.B.); (M.C.)
- Fondazione Umberto Veronesi, 20122 Milano, Italy
| | - Laura Baroncelli
- CNR, Neuroscience Institute, 56124 Pisa, Italy; (E.V.); (L.B.); (M.C.)
- IRCCS Fondazione Stella Maris, 56018 Calambrone, Italy
| | - Matteo Caleo
- CNR, Neuroscience Institute, 56124 Pisa, Italy; (E.V.); (L.B.); (M.C.)
- Dipartimento di Scienze Biomediche, Università di Padova, 35131 Padova, Italy
| | - Liam A. McDonnell
- Fondazione Pisana per la Scienza ONLUS, 56017 San Giuliano Terme, Italy; (F.A.); (L.F.P.); (M.D.)
| |
Collapse
|
42
|
Hwang YJ, Lee Y, Park H, Lee Y, Lee K, Kim H. Prognostic significance of viable tumor size measurement in hepatocellular carcinomas after preoperative locoregional treatment. J Pathol Transl Med 2021; 55:338-348. [PMID: 34465077 PMCID: PMC8476315 DOI: 10.4132/jptm.2021.07.26] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Accepted: 07/26/2021] [Indexed: 12/24/2022] Open
Abstract
Background Preoperative locoregional treatment (LRT) for hepatocellular carcinoma (HCC) often induces intratumoral necrosis without affecting the overall tumor size, and residual viable tumor size (VTS) on imaging is an important clinical parameter for assessing post-treatment response. However, for surgical specimens, it is unclear whether the VTS would be more relevant to prognosis compared to total tumor size (TTS). Methods A total of 142 surgically resected solitary HCC cases were retrospectively reviewed. The TTS and VTS were assessed by applying the modified Response Evaluation Criteria in Solid Tumors method to the resected specimens, and correlated with the clinicopathological features and survival. Results As applying VTS, 13/142 cases (9.2%) were down-staged to ypT1a. Although the survival analysis results for overall survival according to TTS or VTS were similar, VTS was superior to predict disease-free survival (DFS; p = .023) compared to TTS (p = .08). In addition, multivariate analysis demonstrated VTS > 2 cm to be an independent predictive factor for decreased DFS (p = .001). In the subpopulation of patients with LRT (n = 54), DFS in HCCs with TTS or VTS > 2 cm were significantly shorter than those with TTS or VTS ≤ 2 cm (p = .047 and p = .001, respectively). Interestingly, HCCs with TTS > 2 cm but down-staged to VTS ≤ 2 cm after preoperative LRT had similar survival to those with TTS ≤ 2 cm. Conclusions Although the prognostic impact of tumor size was similar regardless of whether TTS or VTS was applied, reporting VTS may help to increase the number of candidates for surgery in HCC patients with preoperative LRT.
Collapse
Affiliation(s)
- Yoon Jung Hwang
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Youngeun Lee
- Department of Pathology, Seoul Medical Center, Seoul, Korea
| | - Hyunjin Park
- Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Yangkyu Lee
- Department of Pathology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Kyoungbun Lee
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Haeryoung Kim
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| |
Collapse
|
43
|
Liu CM, Huang BS, Yen YH, Wang YM, Huang EY, Hsu HC, Huang TT, Yang YH, Cheng JY. Concurrent Sorafenib and Radiotherapy versus Radiotherapy Alone for Locally Advanced Hepatocellular Carcinoma: A Propensity-Matched Analysis. J Hepatocell Carcinoma 2021; 8:963-973. [PMID: 34434903 PMCID: PMC8380802 DOI: 10.2147/jhc.s323302] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 07/31/2021] [Indexed: 12/12/2022] Open
Abstract
Purpose Evidence is lacking concerning the benefit of the combination of sorafenib and radiotherapy to treat advanced hepatocellular carcinoma (HCC). To date, no publication has reported the outcomes of radiotherapy alone versus concurrent therapy. We aimed to compare the effectiveness of radiotherapy alone versus concurrent radiotherapy and sorafenib for locally advanced hepatocellular carcinoma. Materials and Methods We conducted a propensity score matching (PSM) cohort study comparing the effectiveness of the concurrent use of sorafenib and external beam radiotherapy versus radiotherapy alone in Barcelona Clinic Liver Cancer (BCLC) stage B or C, nonsurgically managed, nonmetastatic patients with HCC. Two subpopulations were matched based on baseline characteristics. Stratified analysis was also performed to assess the heterogeneous effects of the two arms. Overall survival (OS) was compared. Radiation-induced liver disease (RILD) and overt gastrointestinal (GI) bleeding events were also recorded. Results Seven hundred thirty-one BCLC stage B or C nonmetastatic HCC patients were identified from 2007 to 2017. Of these, 347 patients met the inclusion criteria (Radiotherapy alone: 269 patients; concurrent therapy: 78 patients). Propensity score matching yielded 73 patients each in the radiotherapy and concurrent groups. The median OS was 9.6 months in the radiotherapy-alone group and 9.9 months in the concurrent group (hazard ratio (HR): 1.12; 95% CI=0.78–1.62; p=0.544). Posttreatment toxicities, including radiation-induced liver disease and overt gastrointestinal bleeding, showed no significant differences between the groups. Conclusion In our study, the concurrent use of sorafenib and conventional external beam radiotherapy shows no survival benefit over radiotherapy alone for locally advanced hepatocellular carcinoma.
Collapse
Affiliation(s)
- Chieh-Min Liu
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Bing-Shen Huang
- Department of Radiation Oncology, Chang Gung Memorial Hospital and Chang Gung University, Taoyuan, Taiwan.,Graduate Institute of Clinical Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Yi-Hao Yen
- Division of Hepatogastroenterology, Department of Internal Medicine, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yu-Ming Wang
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan.,School of Traditional Chinese Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Radiation Oncology, Xiamen Chang Gung Hospital, Fujian, People's Republic of China
| | - Eng-Yen Huang
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan.,School of Traditional Chinese Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Radiation Oncology, Xiamen Chang Gung Hospital, Fujian, People's Republic of China
| | - Hsuan-Chih Hsu
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Tzu-Ting Huang
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yao-Hsu Yang
- School of Traditional Chinese Medicine, Chang Gung University, Taoyuan, Taiwan.,Department of Traditional Chinese Medicine, Chang Gung Memorial Hospital, Chiayi, Taiwan.,Health Information and Epidemiology Laboratory of Chang Gung Memorial Hospital, Chiayi, Taiwan
| | - Jen-Yu Cheng
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| |
Collapse
|
44
|
Moon JY, Min JH, Kim YK, Cha D, Hwang JA, Ko SE, Choi SY, Yun EJ, Kim SW, Won HJ. Prognosis after Curative Resection of Single Hepatocellular Carcinoma with A Focus on LI-RADS Targetoid Appearance on Preoperative Gadoxetic Acid-Enhanced MRI. Korean J Radiol 2021; 22:1786-1796. [PMID: 34402243 PMCID: PMC8546127 DOI: 10.3348/kjr.2020.1428] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 04/18/2021] [Accepted: 04/27/2021] [Indexed: 01/27/2023] Open
Abstract
Objective To evaluate the prognostic implications of preoperative magnetic resonance imaging (MRI) features of hepatocellular carcinoma (HCC) with a focus on those with targetoid appearance based on the Liver Imaging Reporting and Data System (LI-RADS), as well as known microvascular invasion (MVI) features. Materials and Methods This retrospective study included 242 patients (190 male; mean age, 57.1 years) who underwent surgical resection of a single HCC (≤ 5 cm) as well as preoperative gadoxetic acid-enhanced MRI between January 2012 and March 2015. LI-RADS category was assigned, and the LR-M category was further classified into two groups according to rim arterial-phase hyperenhancement (APHE). The imaging features associated with MVI were also assessed. The overall survival (OS), recurrence-free survival (RFS), and their associated factors were evaluated. Results Among the 242 HCCs, 190 (78.5%), 25 (10.3%), and 27 (11.2%) were classified as LR-4/5, LR-M with rim APHE, and LR-M without rim APHE, respectively. LR-M with rim APHE (vs. LR-4/5; hazard ratio [HR] for OS, 5.48 [p = 0.002]; HR for RFS, 2.09 [p = 0.042]) and tumor size (per cm increase; HR for OS, 6.04 [p = 0.009]; HR for RFS, 1.77 [p = 0.014]) but not MVI imaging features (p > 0.05) were independent factors associated with OS and RFS. Compared to the 5-year OS and RFS rates in the LR-4/5 group (93.9% and 66.8%, respectively), the LR-M with rim APHE group had significantly lower rates (68.0% and 45.8%, respectively, both p < 0.05), while the LR-M without rim APHE group did not significantly differ in the survival rates (91.3% and 80.2%, respectively, both p > 0.05). Conclusion Further classification of LR-M according to the presence of rim APHE may help predict the postoperative prognosis of patients with a single HCC.
Collapse
Affiliation(s)
- Ji Yoon Moon
- Department of Radiology, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Ji Hye Min
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
| | - Young Kon Kim
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Donglk Cha
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jeong Ah Hwang
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Seong Eun Ko
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Seo Youn Choi
- Department of Radiology, Soonchunhyang University College of Medicine, Bucheon Hospital, Bucheon, Korea
| | - Eun Joo Yun
- Department of Radiology, Kangdong Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea
| | - Seon Woo Kim
- Biostatics and Clinical Epidemiology Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Korea
| | - Ho Jeong Won
- Biostatics and Clinical Epidemiology Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Korea
| |
Collapse
|
45
|
Usta S, Kayaalp C. Tumor Diameter for Hepatocellular Carcinoma: Why Should Size Matter? J Gastrointest Cancer 2021; 51:1114-1117. [PMID: 32851543 DOI: 10.1007/s12029-020-00483-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
PURPOSE There are two main goals in hepatocellular carcinoma management, the first is long term survival and the second is the low recurrence rate after the treatment. Therefore, a lot of selection criteria defined for each treatment method and tumor size is one of the most important parameter in almost all of them. METHODS In this review, importance of diamater in hepatocellular carcinoma is reviewed. RESULTS Many reports showed a significant association between increase in maximum tumor diameter and microvascular invasion. Patients with larger tumors are more likely to have poorly differentiated tumors. Increased regional and distant metastasis of tumors were observed in the larger size hepatocellular carcinoma. Liver transplantation represents the best treatment option for patients with decompensated liver cirrhosis and hepatocellular carcinoma. CONCLUSIONS Combined with biological, inflammatory, radiological, pathological and genetic markers that predict the biological behavior of the tumor, today, tumor size is one of the best aggressiveness markers until new markers are found. So, tumor size is matter.
Collapse
Affiliation(s)
- Sertac Usta
- Department of Surgery, Liver Transplantation Institute, Inonu University, 44315, Malatya, Turkey.
| | - Cuneyt Kayaalp
- Department of Surgery, Liver Transplantation Institute, Inonu University, 44315, Malatya, Turkey
| |
Collapse
|
46
|
Hu J, Cai D, Zhao Z, Zhong GC, Gong J. Suppression of Heterogeneous Nuclear Ribonucleoprotein C Inhibit Hepatocellular Carcinoma Proliferation, Migration, and Invasion via Ras/MAPK Signaling Pathway. Front Oncol 2021; 11:659676. [PMID: 33937074 PMCID: PMC8087488 DOI: 10.3389/fonc.2021.659676] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 03/30/2021] [Indexed: 12/12/2022] Open
Abstract
Hepatocellular carcinoma (HCC), the most common malignant tumor, has high fatality and recurrence rates. Accumulating evidence shows that heterogeneous nuclear ribonucleoprotein C (HNRNPC), which is mainly involved in RNA splicing, export, and translation, promotes progression and metastasis of multiple tumor types; however, the effects of HNRNPC in HCC are unknown. In the present study, high levels of HNRNPC were detected in tumor tissues compared with para-tumor tissues by immunohistochemical and western blot assays. Furthermore, Cox proportional hazards regression models, the Kaplan–Meier method, and clinicopathologic features analysis showed that HNRNPC was not only an independent prognostic factor for both overall and disease-free survival in HCC but also a predictor of large tumor size and advanced tumor stage. Functional experiments revealed that silencing of HNRNPC not only led to arrest of more HCC cells at G0/G1 phase to inhibit their proliferation, but also suppressed EMT process to block their invasion, and migration in vitro; this was related to the Ras/MAPK signaling pathway. In addition, blocking of HCC cell proliferation regulated by HNRNPC silencing was observed in vivo. Finally, rescue tests showed that after recovery of Ras/MAPK signaling pathway activity by treatment with Ras agonists, the proliferation, migration, and invasion suppression of Huh-7 and Hep 3B cell lines caused by HNRNPC knockdown was partially reversed. Taken together, these results indicate that HNRNPC knockdown inhibits HCC cell proliferation, migration and invasion, in part via the Ras/MAPK signaling pathway. Thus, HNRNPC may have an important role in the progression of HCC and represents a promising biomarker for evaluation of prognosis and a potential therapeutic target in HCC patients.
Collapse
Affiliation(s)
- Jiejun Hu
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Dong Cai
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zhibo Zhao
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Guo-Chao Zhong
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jianping Gong
- Department of Hepatobiliary Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| |
Collapse
|
47
|
Hu H, Qi S, Zeng S, Zhang P, He L, Wen S, Zeng N, Yang J, Zhang W, Zhu W, Xiang N, Fang C. Importance of Microvascular Invasion Risk and Tumor Size on Recurrence and Survival of Hepatocellular Carcinoma After Anatomical Resection and Non-anatomical Resection. Front Oncol 2021; 11:621622. [PMID: 33816254 PMCID: PMC8010691 DOI: 10.3389/fonc.2021.621622] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 02/15/2021] [Indexed: 12/12/2022] Open
Abstract
Purpose: To establish a valid prediction model to prognose the occurrence of microvascular invasion (MVI), and to compare the efficacy of anatomic resection (AR) or non-anatomic resection (NAR) for hepatocellular carcinoma (HCC). Methods: Two hundred twenty-eight patients with HCC who underwent surgical treatment were enrolled. Their hematological indicators, MRI imaging features, and outcome data were acquired. Result: In the multivariable analysis, alpha-fetoprotein >15 ng/mL, neutrophil to lymphocyte ratio >3.8, corona enhancement, and peritumoral hypointensity on hepatobiliary phase were associated with MVI. According on these factors, the AUROC of the predictive model in the primary and validation cohorts was 0.884 (95% CI: 0.829, 0.938) and 0.899 (95% CI: 0.821, 0.967), respectively. Patients with high risk of MVI or those with low risk of MVI but tumor size >5 cm in the AR group were associated with a lower rate of recurrence and death than patients in the NAR group; however, when patients are in the state of low-risk MVI with tumor size >5 cm, there is no difference in the rate of recurrence and death between AR and NAR. Conclusion: Our predictive model for HCC with MVI is convenient and accurate. Patients with high-risk of MVI or low-risk of MVI but tumor size >5 cm executing AR is of great necessity.
Collapse
Affiliation(s)
- Haoyu Hu
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Shuo Qi
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Silue Zeng
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Peng Zhang
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Linyun He
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Sai Wen
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Ning Zeng
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Guangdong Provincial Clinical and Engineering Center of Digital Medicine, Guangzhou, China
| | - Jian Yang
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Guangdong Provincial Clinical and Engineering Center of Digital Medicine, Guangzhou, China
| | - Weiqi Zhang
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Wen Zhu
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Guangdong Provincial Clinical and Engineering Center of Digital Medicine, Guangzhou, China
| | - Nan Xiang
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Guangdong Provincial Clinical and Engineering Center of Digital Medicine, Guangzhou, China
| | - Chihua Fang
- Department of Hepatobiliary Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, China
- Guangdong Provincial Clinical and Engineering Center of Digital Medicine, Guangzhou, China
| |
Collapse
|
48
|
Kamalapathy PN, Ramkumar DB, Karhade AV, Kelly S, Raskin K, Schwab J, Lozano-Calderón S. Development of machine learning model algorithm for prediction of 5-year soft tissue myxoid liposarcoma survival. J Surg Oncol 2021; 123:1610-1617. [PMID: 33684246 DOI: 10.1002/jso.26398] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 01/04/2021] [Accepted: 01/18/2021] [Indexed: 01/07/2023]
Abstract
BACKGROUND Predicting survival in myxoid liposarcoma (MLS) patients is very challenging given its propensity to metastasize and the controversial role of adjuvant therapy. The purpose of this study was to develop a machine-learning algorithm for the prediction of survival at five years for patients with MLS and externally validate it using our institutional cohort. METHODS Two databases, the surveillance, epidemiology, and end results program (SEER) database and an institutional database, were used in this study. Five machine learning models were created based on the SEER database and performance was rated using the TRIPOD criteria. The model that performed best on the SEER data was again tested on our institutional database. RESULTS The net-elastic penalized logistic regression model was the best according to our performance indicators. This model had an area under the curve (AUC) of 0.85 when compared to the SEER testing data and an AUC of 0.76 when tested against institutional database. An application to use this calculator is available at https://sorg-apps.shinyapps.io/myxoid_liposarcoma/. CONCLUSION MLS is a soft-tissue sarcoma with adjunct treatment options that are, in part, decided by prognostic survival. We developed the first machine-learning predictive algorithm specifically for MLS using the SEER registry that retained performance during external validation with institutional data.
Collapse
Affiliation(s)
- Pramod N Kamalapathy
- Department of Orthopedic Surgery, Musculoskeletal Oncology Service, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Dipak B Ramkumar
- Department of Orthopedic Surgery, Musculoskeletal Oncology Service, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Aditya V Karhade
- Department of Orthopedic Surgery, Musculoskeletal Oncology Service, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Sean Kelly
- Department of Orthopedic Surgery, Musculoskeletal Oncology Service, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Kevin Raskin
- Department of Orthopedic Surgery, Musculoskeletal Oncology Service, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Joseph Schwab
- Department of Orthopedic Surgery, Musculoskeletal Oncology Service, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Santiago Lozano-Calderón
- Department of Orthopedic Surgery, Musculoskeletal Oncology Service, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| |
Collapse
|
49
|
Kong J, Cao Y, Chai J, Liu X, Lin C, Wang J, Liu J. Effect of Tumor Size on Long-Term Survival After Resection for Solitary Intrahepatic Cholangiocarcinoma. Front Oncol 2021; 10:559911. [PMID: 33552949 PMCID: PMC7859518 DOI: 10.3389/fonc.2020.559911] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 12/01/2020] [Indexed: 01/12/2023] Open
Abstract
Background The relationship between tumor size and survival in intrahepatic cholangiocarcinoma (ICC) is still controversial. This study aimed to evaluate the prognostic ability of tumor size for solitary ICC after resection and explore optimal cut-off values in different subgroups. Methods Patients with solitary ICC who underwent liver resection from the Surveillance, Epidemiology, and End Results Program and Shandong Provincial Hospital were retrospectively analyzed. Kaplan-Meier and Cox regression analysis were used to assess the prognostic ability of tumor size. The log-rank test was used to determine the optimal cut-off values, and a minimum P was regarded as the optimal one in different subgroups. Results Large tumor size groups had worse overall survival (OS) than small tumor size groups. Cox regression analysis suggested that tumor size was an independent prognostic factor for OS for solitary ICC after resection. Subgroup analysis showed tumor size was associated with OS for both solitary ICC with and without vascular invasion (VI). Furthermore, the optimal cut-off values for solitary ICC with and without VI were found to be 8 and 3 cm, respectively, which could divide the patients into two groups with significant differences in OS. Conclusion Tumor size was an independent prognostic factor for solitary ICC after resection. The existing American Joint Committee on Cancer (AJCC) staging system could be improved if the cut-off value of the T1 stage was changed to 8 cm and if the T2 stage incorporated a tumor size with a cut-off value of 3 cm. Further studies with more cases are needed to validate these findings.
Collapse
Affiliation(s)
- Junjie Kong
- Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Yukun Cao
- Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Jiawei Chai
- Department of Breast and Thyroid Surgery, Shandong Maternity and Child Care Hospital, Jinan, China
| | - Xihan Liu
- Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Cunhu Lin
- Department of Pathology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Jianping Wang
- Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Jun Liu
- Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China.,Department of Liver Transplantation and Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| |
Collapse
|
50
|
Mahmoud A, Slater K. Hepatocellular Carcinoma Misdiagnosed as a Liver Abscess - A Story of Misdiagnosis and Long-Term Malignant Disease Control. Cureus 2021; 13:e12636. [PMID: 33585123 PMCID: PMC7872887 DOI: 10.7759/cureus.12636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common liver malignancy. The presentation of HCC is highly variable which can delay diagnosis. However, the early diagnosis of HCC can significantly improve prognosis. A rare presentation of a patient with a new diagnosis of HCC with sepsis is described. A 56-year-old male presented septic with abdominal pain and a background of a chronic foot infection. The septic screen identified echocardiographic evidence of vegetations on the aortic and mitral leaflets. Also, an ultrasound of the abdomen identified multiple hypoechoic lesions suspicious for liver abscesses. Multiple attempts of ultrasound-guided aspiration of liver lesions were unsuccessful and he had a tumultuous course with recurring fevers over a period of six months. The diagnosis of HCC was eventually confirmed after the lesion eroded into his anterior gastric wall which caused an upper gastrointestinal bleed. He responded well to transarterial chemoembolization (TACE) and palliative radiation therapy. At four-year follow-up and after 11 TACE procedures, he is well without liver dysfunction and independent with daily activities.
Collapse
|