Acknowledgement
Illustrations (Fig. 5, Fig. 7, Supplementary Fig. 1A) were created with BioRender.com.
References
- Rumgay H, Arnold M, Ferlay J, Lesi O, Cabasag CJ, Vignat J, et al. Global burden of primary liver cancer in 2020 and predictions to 2040. J Hepatol 2022;77:1598-1606
- Kim DY. Changing etiology and epidemiology of hepatocellular carcinoma: Asia and worldwide. J Liver Cancer 2024;24:62-70
- Rumgay H, Ferlay J, de Martel C, Georges D, Ibrahim AS, Zheng R, et al. Global, regional and national burden of primary liver cancer by subtype. Eur J Cancer 2022;161:108-118
- Korean Liver Cancer Association (KLCA) and National Cancer Center (NCC) Korea. 2022 KLCA-NCC Korea practice guidelines for the management of hepatocellular carcinoma. Korean J Radiol 2022;23:1126-1240
- Singal AG, Llovet JM, Yarchoan M, Mehta N, Heimbach JK, Dawson LA, et al. AASLD practice guidance on prevention, diagnosis, and treatment of hepatocellular carcinoma. Hepatology 2023;78:1922-1965
- European Association for the Study of the Liver. EASL clinical practice guidelines: management of hepatocellular carcinoma. J Hepatol 2018;69:182-236
- Reig M, Forner A, Rimola J, Ferrer-Fabrega J, Burrel M, Garcia-Criado A, et al. BCLC strategy for prognosis prediction and treatment recommendation: the 2022 update. J Hepatol 2022;76:681-693
- Sangro B, Salem R. Transarterial chemoembolization and radioembolization. Semin Liver Dis 2014;34:435-443
- Cho Y, Choi JW, Kwon H, Kim KY, Lee BC, Chu HH, et al. Transarterial chemoembolization for hepatocellular carcinoma: 2023 expert consensus-based practical recommendations of the Korean Liver Cancer Association. Korean J Radiol 2023;24:606-625
- Choi JW, Kim HC. Radioembolization for hepatocellular carcinoma: what clinicians need to know. J Liver Cancer 2022;22:4-13
- Bruix J, Chan SL, Galle PR, Rimassa L, Sangro B. Systemic treatment of hepatocellular carcinoma: an EASL position paper. J Hepatol 2021;75:960-974
- Asayama Y, Yoshimitsu K, Nishihara Y, Irie H, Aishima S, Taketomi A, et al. Arterial blood supply of hepatocellular carcinoma and histologic grading: radiologic-pathologic correlation. AJR Am J Roentgenol 2008;190:W28-W34
- Carneiro C, Brito J, Bilreiro C, Barros M, Bahia C, Santiago I, et al. All about portal vein: a pictorial display to anatomy, variants and physiopathology. Insights Imaging 2019;10:38
- Poisson J, Lemoinne S, Boulanger C, Durand F, Moreau R, Valla D, et al. Liver sinusoidal endothelial cells: physiology and role in liver diseases. J Hepatol 2017;66:212-227
- Kondo F. Assessment of stromal invasion for correct histological diagnosis of early hepatocellular carcinoma. Int J Hepatol 2011;2011:241652
- International Consensus Group for Hepatocellular Neoplasia. Pathologic diagnosis of early hepatocellular carcinoma: a report of the international consensus group for hepatocellular neoplasia. Hepatology 2009;49:658-664
- Kitao A, Zen Y, Matsui O, Gabata T, Nakanuma Y. Hepatocarcinogenesis: multistep changes of drainage vessels at CT during arterial portography and hepatic arteriography--radiologic-pathologic correlation. Radiology 2009;252:605-614
- Kutami R, Nakashima Y, Nakashima O, Shiota K, Kojiro M. Pathomorphologic study on the mechanism of fatty change in small hepatocellular carcinoma of humans. J Hepatol 2000;33:282-289
- Yang ZF, Poon RT. Vascular changes in hepatocellular carcinoma. Anat Rec (Hoboken) 2008;291:721-734
- Park YN, Kim YB, Yang KM, Park C. Increased expression of vascular endothelial growth factor and angiogenesis in the early stage of multistep hepatocarcinogenesis. Arch Pathol Lab Med 2000;124:1061-1065
- Rhee H, Kim MJ, Park YN, Choi JS, Kim KS. Gadoxetic acidenhanced MRI findings of early hepatocellular carcinoma as defined by new histologic criteria. J Magn Reson Imaging 2012;35:393-398
- Park YN, Yang CP, Fernandez GJ, Cubukcu O, Thung SN, Theise ND. Neoangiogenesis and sinusoidal "capillarization" in dysplastic nodules of the liver. Am J Surg Pathol 1998;22:656-662
- Couvelard A, Scoazec JY, Feldmann G. Expression of cell-cell and cell-matrix adhesion proteins by sinusoidal endothelial cells in the normal and cirrhotic human liver. Am J Pathol 1993;143:738-752
- Thabut D, Shah V. Intrahepatic angiogenesis and sinusoidal remodeling in chronic liver disease: new targets for the treatment of portal hypertension? J Hepatol 2010;53:976-980
- Park YN. Update on precursor and early lesions of hepatocellular carcinomas. Arch Pathol Lab Med 2011;135:704-715
- Sano K, Ichikawa T, Motosugi U, Sou H, Muhi AM, Matsuda M, et al. Imaging study of early hepatocellular carcinoma: usefulness of gadoxetic acid-enhanced MR imaging. Radiology 2011;261:834-844
- Rhee H, Kim MJ, Park MS, Kim KA. Differentiation of early hepatocellular carcinoma from benign hepatocellular nodules on gadoxetic acid-enhanced MRI. Br J Radiol 2012;85:e837-e844
- Kim HC, Kim TK, Sung KB, Yoon HK, Kim PN, Ha HK, et al. CT during hepatic arteriography and portography: an illustrative review. Radiographics 2002;22:1041-1051
- Park JH, Park YN, Kim MJ, Park MS, Choi JY, Chung YE, et al. Steatotic hepatocellular carcinoma: association of MRI findings to underlying liver disease and clinicopathological characteristics. Liver Int 2023;43:1332-1344
- Taouli B, Johnson RS, Hajdu CH, Oei MT, Merad M, Yee H, et al. Hepatocellular carcinoma: perfusion quantification with dynamic contrast-enhanced MRI. AJR Am J Roentgenol 2013;201:795-800
- Thaiss WM, Kaufmann S, Kloth C, Nikolaou K, Bosmuller H, Horger M. VEGFR-2 expression in HCC, dysplastic and regenerative liver nodules, and correlation with pre-biopsy dynamic contrast enhanced CT. Eur J Radiol 2016;85:2036-2041
- Kim CK, Lim JH, Park CK, Choi D, Lim HK, Lee WJ. Neoangiogenesis and sinusoidal capillarization in hepatocellular carcinoma: correlation between dynamic CT and density of tumor microvessels. Radiology 2005;237:529-534
- Tang A, Bashir MR, Corwin MT, Cruite I, Dietrich CF, Do RKG, et al. Evidence supporting LI-RADS major features for CT- and MR imaging-based diagnosis of hepatocellular carcinoma: a systematic review. Radiology 2018;286:29-48
- Sakamoto K, Tanaka S, Sato K, Ito E, Nishiyama M, Urakawa H, et al. What is the "washout" of hepatocellular carcinoma as observed on the equilibrium phase CT?: consideration based on the concept of extracellular volume fraction. Jpn J Radiol 2022;40:1148-1155
- Yang HF, Du Y, Ni JX, Zhou XP, Li JD, Zhang Q, et al. Perfusion computed tomography evaluation of angiogenesis in liver cancer. Eur Radiol 2010;20:1424-1430
- Pei XQ, Liu LZ, Zheng W, Cai MY, Han F, He JH, et al. Contrastenhanced ultrasonography of hepatocellular carcinoma: correlation between quantitative parameters and arteries in neoangiogenesis or sinusoidal capillarization. Eur J Radiol 2012;81:e182-e188
- Sato N, Marubashi S. What is the optimal surgical treatment for hepatocellular carcinoma beyond the debate between anatomical versus non-anatomical resection? Surg Today 2022;52:871-880
- Asayama Y, Yoshimitsu K, Irie H, Nishihara Y, Aishima S, Tajima T, et al. Poorly versus moderately differentiated hepatocellular carcinoma: vascularity assessment by computed tomographic hepatic angiography in correlation with histologically counted number of unpaired arteries. J Comput Assist Tomogr 2007;31:188-192
- Hwang SH, Rhee H. Radiologic features of hepatocellular carcinoma related to prognosis. J Liver Cancer 2023;23:143-156
- Rhee H, An C, Kim HY, Yoo JE, Park YN, Kim MJ. Hepatocellular carcinoma with irregular rim-like arterial phase hyperenhancement: more aggressive pathologic features. Liver Cancer 2019;8:24-40
- Sun HC, Tang ZY, Li XM, Zhou YN, Sun BR, Ma ZC. Microvessel density of hepatocellular carcinoma: its relationship with prognosis. J Cancer Res Clin Oncol 1999;125:419-426
- Tanigawa N, Lu C, Mitsui T, Miura S. Quantitation of sinusoidlike vessels in hepatocellular carcinoma: its clinical and prognostic significance. Hepatology 1997;26:1216-1223
- Murakami K, Kasajima A, Kawagishi N, Ohuchi N, Sasano H. Microvessel density in hepatocellular carcinoma: prognostic significance and review of the previous published work. Hepatol Res 2015;45:1185-1194
- Fang JH, Zhou HC, Zhang C, Shang LR, Zhang L, Xu J, et al. A novel vascular pattern promotes metastasis of hepatocellular carcinoma in an epithelial-mesenchymal transition-independent manner. Hepatology 2015;62:452-465
- Zhang P, Ono A, Fujii Y, Hayes CN, Tamura Y, Miura R, et al. The presence of vessels encapsulating tumor clusters is associated with an immunosuppressive tumor microenvironment in hepatocellular carcinoma. Int J Cancer 2022;151:2278-2290
- Fang JH, Xu L, Shang LR, Pan CZ, Ding J, Tang YQ, et al. Vessels that encapsulate tumor clusters (VETC) pattern is a predictor of sorafenib benefit in patients with hepatocellular carcinoma. Hepatology 2019;70:824-839
- Kawasaki J, Toshima T, Yoshizumi T, Itoh S, Mano Y, Wang H, et al. Prognostic impact of vessels that encapsulate tumor cluster (VETC) in patients who underwent liver transplantation for hepatocellular carcinoma. Ann Surg Oncol 2021;28:8186-8195
- Renne SL, Woo HY, Allegra S, Rudini N, Yano H, Donadon M, et al. Vessels encapsulating tumor clusters (VETC) is a powerful predictor of aggressive hepatocellular carcinoma. Hepatology 2020;71:183-195
- Lin WP, Xing KL, Fu JC, Ling YH, Li SH, Yu WS, et al. Development and validation of a model including distinct vascular patterns to estimate survival in hepatocellular carcinoma. JAMA Netw Open 2021;4:e2125055
- Liu K, Dennis C, Prince DS, Marsh-Wakefield F, Santhakumar C, Gamble JR, et al. Vessels that encapsulate tumour clusters vascular pattern in hepatocellular carcinoma. JHEP Rep 2023;5:100792
- Wan L, Pantel K, Kang Y. Tumor metastasis: moving new biological insights into the clinic. Nat Med 2013;19:1450-1464
- Sugino T, Yamaguchi T, Ogura G, Saito A, Hashimoto T, Hoshi N, et al. Morphological evidence for an invasion-independent metastasis pathway exists in multiple human cancers. BMC Med 2004;2:9
- Woo HY, Rhee H, Yoo JE, Kim SH, Choi GH, Kim DY, et al. Lung and lymph node metastases from hepatocellular carcinoma: comparison of pathological aspects. Liver Int 2022;42:199-209
- Dennis C, Prince DS, Moayed-Alaei L, Remash D, Carr-Boyd E, Bowen DG, et al. Association between vessels that encapsulate tumour clusters vascular pattern and hepatocellular carcinoma recurrence following liver transplantation. Front Oncol 2022;12:997093
- Kurebayashi Y, Matsuda K, Ueno A, Tsujikawa H, Yamazaki K, Masugi Y, et al. Immunovascular classification of HCC reflects reciprocal interaction between immune and angiogenic tumor microenvironments. Hepatology 2022;75:1139-1153
- Calderaro J, Couchy G, Imbeaud S, Amaddeo G, Letouze E, Blanc JF, et al. Histological subtypes of hepatocellular carcinoma are related to gene mutations and molecular tumour classification. J Hepatol 2017;67:727-738
- Calderaro J, Meunier L, Nguyen CT, Boubaya M, Caruso S, Luciani A, et al. ESM1 as a marker of macrotrabecular-massive hepatocellular carcinoma. Clin Cancer Res 2019;25:5859-5865
- Feng Z, Li H, Zhao H, Jiang Y, Liu Q, Chen Q, et al. Preoperative CT for characterization of aggressive macrotrabecular-massive subtype and vessels that encapsulate tumor clusters pattern in hepatocellular carcinoma. Radiology 2021;300:219-229
- Chen FM, Du M, Qi X, Bian L, Wu D, Zhang SL, et al. Nomogram estimating vessels encapsulating tumor clusters in hepatocellular carcinoma from preoperative gadoxetate disodium-enhanced MRI. J Magn Reson Imaging 2023;57:1893-1905
- Vanderborght B, Lefere S, Vlierberghe HV, Devisscher L. The angiopoietin/TIE2 pathway in hepatocellular carcinoma. Cells 2020;9:2382
- Sugimachi K, Tanaka S, Taguchi K, Aishima S, Shimada M, Tsuneyoshi M. Angiopoietin switching regulates angiogenesis and progression of human hepatocellular carcinoma. J Clin Pathol 2003;56:854-860
- Wada H, Nagano H, Yamamoto H, Yang Y, Kondo M, Ota H, et al. Expression pattern of angiogenic factors and prognosis after hepatic resection in hepatocellular carcinoma: importance of angiopoietin-2 and hypoxia-induced factor-1 alpha. Liver Int 2006;26:414-423
- Villa E, Critelli R, Lei B, Marzocchi G, Camma C, Giannelli G, et al. Neoangiogenesis-related genes are hallmarks of fast-growing hepatocellular carcinomas and worst survival. Results from a prospective study. Gut 2016;65:861-869
- Llovet JM, Pena CE, Lathia CD, Shan M, Meinhardt G, Bruix J; SHARP Investigators Study Group. Plasma biomarkers as predictors of outcome in patients with advanced hepatocellular carcinoma. Clin Cancer Res 2012;18:2290-2300
- Rodriguez-PerAlvarez M, Luong TV, Andreana L, Meyer T, Dhillon AP, Burroughs AK. A systematic review of microvascular invasion in hepatocellular carcinoma: diagnostic and prognostic variability. Ann Surg Oncol 2013;20:325-339
- Kang I, Jang M, Lee JG, Han DH, Joo DJ, Kim KS, et al. Subclassification of microscopic vascular invasion in hepatocellular carcinoma. Ann Surg 2021;274:e1170-e1178
- Hwang YJ, Bae JS, Lee Y, Hur BY, Lee DH, Kim H. Classification of microvascular invasion of hepatocellular carcinoma: correlation with prognosis and magnetic resonance imaging. Clin Mol Hepatol 2023;29:733-746
- Mitsunobu M, Toyosaka A, Oriyama T, Okamoto E, Nakao N. Intrahepatic metastases in hepatocellular carcinoma: the role of the portal vein as an efferent vessel. Clin Exp Metastasis 1996;14:520-529
- Isik B, Gonultas F, Sahin T, Yilmaz S. Microvascular venous invasion in hepatocellular carcinoma: why do recurrences occur? J Gastrointest Cancer 2020;51:1133-1136
- WHO Classification of Tumours Editorial Board. WHO classification of tumours of the digestive system. Geneva: World Health Organization, 2019
- Abou-Alfa GK, Pawlik TM, Shindoh J, Vauthey JN. Liver. In: Mahul BA, Stephen BE, Frederick LG, David RB, Robert KB, Mary KW, eds. AJCC cancer staging manual. 8th ed. Chicago: American Joint Committee on Cancer, 2017:287-293
- Hong SB, Choi SH, Kim SY, Shim JH, Lee SS, Byun JH, et al. MRI features for predicting microvascular invasion of hepatocellular carcinoma: a systematic review and metaanalysis. Liver Cancer 2021;10:94-106
- Lee S, Kang TW, Song KD, Lee MW, Rhim H, Lim HK, et al. Effect of microvascular invasion risk on early recurrence of hepatocellular carcinoma after surgery and radiofrequency ablation. Ann Surg 2021;273:564-571
- Cha DI, Kang TW, Jeong WK, Kim JM, Choi GS, Joh JW, et al. Preoperative assessment of microvascular invasion risk using gadoxetate-enhanced MRI for predicting outcomes after liver transplantation for single hepatocellular carcinoma within the Milan criteria. Eur Radiol 2024;34:498-508
- Kim AY, Sinn DH, Jeong WK, Kim YK, Kang TW, Ha SY, et al. Hepatobiliary MRI as novel selection criteria in liver transplantation for hepatocellular carcinoma. J Hepatol 2018;68:1144-1152
- Kim SJ, Kim JM. Prediction models of hepatocellular carcinoma recurrence after liver transplantation: a comprehensive review. Clin Mol Hepatol 2022;28:739-753
- Thompson SM, Wells ML, Andrews JC, Ehman EC, Menias CO, Hallemeier CL, et al. Venous invasion by hepatic tumors: imaging appearance and implications for management. Abdom Radiol (NY) 2018;43:1947-1967
- van der Pol CB, Lim CS, Sirlin CB, McGrath TA, Salameh JP, Bashir MR, et al. Accuracy of the liver imaging reporting and data system in computed tomography and magnetic resonance image analysis of hepatocellular carcinoma or overall malignancy-a systematic review. Gastroenterology 2019;156:976-986
- Reynolds AR, Furlan A, Fetzer DT, Sasatomi E, Borhani AA, Heller MT, et al. Infiltrative hepatocellular carcinoma: what radiologists need to know. Radiographics 2015;35:371-386
- Catania R, Chupetlovska K, Borhani AA, Maheshwari E, Furlan A. Tumor in vein (LR-TIV) and liver imaging reporting and data system (LI-RADS) v2018: diagnostic features, pitfalls, prognostic and management implications. Abdom Radiol (NY) 2021;46:5723-5734
- American College of Radiology. Liver Imaging Reporting & Data System (LI-RADS®) [accessed on July 27, 2024]. Available at: https://www.acr.org/Clinical-Resources/Reporting-and-Data-Systems/LI-RADS
- Bae JS, Lee JM, Jeon SK, Yoo J, Park SJ, Yoon JH, et al. LIRADS tumor in vein at CT and hepatobiliary MRI. Radiology 2022;302:107-115
- Ichikawa S, Sirlin CB, Cunha GM, Wolfson T, Fowler KJ, Morisaka H, et al. Inter-observer agreement and accuracy of LI-RADS v2018 for differentiating tumor in vein from bland thrombus using gadoxetic acid-enhanced magnetic resonance imaging. Abdom Radiol (NY) 2023;48:2557-2569
- Bae JS, Lee JM, Yoon JH, Jang S, Chung JW, Lee KB, et al. How to best detect portal vein tumor thrombosis in patients with hepatocellular carcinoma meeting the Milan criteria: gadoxetic acid-enhanced MRI versus contrast-enhanced CT. Liver Cancer 2020;9:293-307
- Kim JH, Lee JM, Yoon JH, Lee DH, Lee KB, Han JK, et al. Portal vein thrombosis in patients with hepatocellular carcinoma: diagnostic accuracy of gadoxetic acid-enhanced MR imaging. Radiology 2016;279:773-783
- Llovet JM, Ricci S, Mazzaferro V, Hilgard P, Gane E, Blanc JF, et al. Sorafenib in advanced hepatocellular carcinoma. N Engl J Med 2008;359:378-390
- Kudo M, Finn RS, Qin S, Han KH, Ikeda K, Piscaglia F, et al. Lenvatinib versus sorafenib in first-line treatment of patients with unresectable hepatocellular carcinoma: a randomised phase 3 non-inferiority trial. Lancet 2018;391:1163-1173
- Bruix J, Qin S, Merle P, Granito A, Huang YH, Bodoky G, et al. Regorafenib for patients with hepatocellular carcinoma who progressed on sorafenib treatment (RESORCE): a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet 2017;389:56-66
- Morse MA, Sun W, Kim R, He AR, Abada PB, Mynderse M, et al. The role of angiogenesis in hepatocellular carcinoma. Clin Cancer Res 2019;25:912-920
- Llovet JM, Pinyol R, Kelley RK, El-Khoueiry A, Reeves HL, Wang XW, et al. Molecular pathogenesis and systemic therapies for hepatocellular carcinoma. Nat Cancer 2022;3:386-401
- Brackenier C, Kinget L, Cappuyns S, Verslype C, Beuselinck B, Dekervel J. Unraveling the synergy between atezolizumab and bevacizumab for the treatment of hepatocellular carcinoma. Cancers (Basel) 2023;15:348
- Lee YR. A multidisciplinary approach with immunotherapies for advanced hepatocellular carcinoma. J Liver Cancer 2023;23:316-329
- Kuwano A, Yada M, Miyazaki Y, Tanaka K, Koga Y, Ohishi Y, et al. An imaging feature predicts efficacy of atezolizumab plus bevacizumab in unresectable hepatocellular carcinoma. Cancer Diagn Progn 2023;3:468-474
- An C, Kim DW, Park YN, Chung YE, Rhee H, Kim MJ. Single hepatocellular carcinoma: preoperative MR imaging to predict early recurrence after curative resection. Radiology 2015;276:433-443
- Min JH, Lee MW, Park HS, Lee DH, Park HJ, Lim S, et al. Interobserver variability and diagnostic performance of gadoxetic acid-enhanced MRI for predicting microvascular invasion in hepatocellular carcinoma. Radiology 2020;297:573-581
- Hosoda S, Suda G, Sho T, Ogawa K, Kimura M, Yang Z, et al. Low baseline CXCL9 predicts early progressive disease in unresectable HCC with atezolizumab plus bevacizumab treatment. Liver Cancer 2022;12:156-170
- Finn RS, Qin S, Ikeda M, Galle PR, Ducreux M, Kim TY, et al. Atezolizumab plus bevacizumab in unresectable hepatocellular carcinoma. N Engl J Med 2020;382:1894-1905