The Size–Growth Rate Relationship in Hepatocellular Carcinoma

IF 1.7 Q3 GASTROENTEROLOGY & HEPATOLOGY
JGH Open Pub Date : 2025-07-14 DOI:10.1002/jgh3.70224
Dhanushan Gnanendran, Adina Olaru, Meetal Shah, Jonathan Jackson, Suresh V. Venkatachalapathy, Aloysious D. Aravinthan
{"title":"The Size–Growth Rate Relationship in Hepatocellular Carcinoma","authors":"Dhanushan Gnanendran,&nbsp;Adina Olaru,&nbsp;Meetal Shah,&nbsp;Jonathan Jackson,&nbsp;Suresh V. Venkatachalapathy,&nbsp;Aloysious D. Aravinthan","doi":"10.1002/jgh3.70224","DOIUrl":null,"url":null,"abstract":"<p>Hepatocellular carcinoma (HCC), a leading cause of cancer-related deaths worldwide, remains a significant clinical challenge, contributing to ~800 000 deaths each year [<span>1</span>]. Surveillance is an effective strategy in managing HCC, with studies showing improved early-stage detection, curative treatment, and better survival rates with surveillance [<span>2</span>].</p><p>The HCC surveillance strategy includes an ultrasound scan (US) every 6 months, based on the shortest mean doubling time observed in growth kinetics studies conducted in the 1980s [<span>3, 4</span>], a finding that has been corroborated by more recent research [<span>5, 6</span>]. Based on this evidence, international organizations such as the European Association for the Study of the Liver (EASL), along with national bodies, recommend a six-monthly US for HCC surveillance [<span>2-7</span>]. However, one issue with this recommendation is the assumption that HCC grows at a relatively predictable and constant rate. Studies show a significant variation in tumor volume doubling time, ranging from 2.2 to 11.3 months [<span>8</span>].</p><p>One factor likely to influence HCC growth rate is tumor size. Understanding the relationship between tumor size and growth rate can aid in treatment planning and prioritizing patients at risk of faster tumor progression. To explore this potential association, a prospective study was designed at a single tertiary-care centre, with approval from the Nottingham University Hospital Clinical Effectiveness Board (19-223C). All newly diagnosed HCC patients were eligible for inclusion if they had undergone at least two cross-sectional imaging studies of the same modality (CT or MRI) at different time points prior to any treatment. Patients with a prior history of HCC presenting with recurrent disease were excluded. HCC was defined as any lesion classified as Liver Imaging Reporting and Data System (LI-RADS) LR-5 on initial or subsequent cross-sectional imaging, or confirmed histologically. All cross-sectional images were independently reviewed by two hepatobiliary radiologists (M.S. and J.J.), showing excellent interobserver agreement (<i>R</i><sup>2</sup> = 0.8339). The HCC growth rate was calculated by measuring the maximum diameter on initial and follow-up cross-sectional imaging, expressing the change in size over the time interval between the scans.</p><p>A total of 144 HCC lesions from 65 patients were included in the analysis. Analysis revealed a significant correlation between initial tumor size and monthly growth rate (Spearman's rank correlation coefficient (ρ) = 0.526, <i>p</i> &lt; 0.001). When stratified by initial size, tumors with a diameter ≥ 110 mm exhibited a significantly lower median growth rate compared to tumors with a diameter &lt; 110 mm (median 1.4 [IQR 1.1–2.3] vs. 1.6 [IQR 0.8–3.0] mm/month; <i>p</i> = 0.03).</p><p>Tumors measuring 10–20 mm exhibited a median growth rate of 0.24 mm per month (IQR 0.12–0.58). At this rate, a 10 mm tumor is expected to double in size in ~2.89 months (IQR 1.20–5.78). Similarly, for tumors in the 20–40 mm range, the median growth rate was higher at 0.43 mm per month (IQR 0.18–1.02), suggesting a more rapid proliferative phase. Accordingly, a 20 mm tumor is expected to double in size within 1.61 months (IQR 0.68–3.85).</p><p>A scatter plot of initial lesion size against growth rate revealed a steady increase in growth rate with increasing initial size up to 100 mm. Beyond this, the growth rate plateaued and subsequently declined after exceeding 120 mm (Figure 1), potentially reflecting changes in tumor biology and/or constraints in vascular supply.</p><p>The findings suggest a logarithmic growth pattern, with rapid early expansion transitioning to slower growth as tumor size increases. This growth trajectory may amplify lead-time and length-time biases, potentially diminishing the perceived benefits of HCC surveillance. It remains uncertain whether this pattern is influenced by alterations in mutational burden and tumor biology, changes in blood supply due to increased tumor burden (e.g., the tumor outgrowing its vascular supply), or an artifact of measurement bias, where small differences in tumor diameter have a proportionally greater impact when tumors are smaller.</p><p>As this study was based on real-world data, a proportion of patients did not undergo tumor biopsy, with diagnoses established radiologically in accordance with LI-RADS criteria. Consequently, it was not possible to assess the impact of other relevant factors known to influence HCC growth, such as histological grade and genetic mutations. In addition, the sample size limited the inclusion of multiple variables in the analysis. Given these constraints, tumor size was selected as the primary variable, as it remains a key determinant in size-based treatment decisions. Furthermore, given the relatively small number of lesions exceeding 120 mm in the cohort, conclusions regarding growth patterns at advanced stages should be interpreted with caution.</p><p>Understanding of tumor growth patterns, particularly in relation to initial tumor size, is critical for informing several treatment decisions. These include the necessity of bridging therapy while awaiting liver transplantation, prioritizing size-dependent interventions such as ablation or liver transplantation, and determining the optimal surveillance interval for suspicious but non-definitive lesions or very-early stage HCCs [<span>9</span>]. This understanding may also aid in predicting the response to HCC treatments, such as trans arterial chemoembolization [<span>10</span>].</p><p>Variations in HCC progression may stem from genetic factors, the underlying etiology of liver disease, and associated comorbidities, potentially limiting the universal applicability of these findings. Furthermore, this study does not account for differing growth patterns in patients with recurrent HCC, which may differ from those observed in primary tumors. Future research involving a larger cohort, particularly including patients with initial HCC measurements exceeding 120 mm, could provide further insights into this relationship.</p><p>The authors declare no conflicts of interest.</p>","PeriodicalId":45861,"journal":{"name":"JGH Open","volume":"9 7","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2025-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jgh3.70224","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"JGH Open","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/jgh3.70224","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Hepatocellular carcinoma (HCC), a leading cause of cancer-related deaths worldwide, remains a significant clinical challenge, contributing to ~800 000 deaths each year [1]. Surveillance is an effective strategy in managing HCC, with studies showing improved early-stage detection, curative treatment, and better survival rates with surveillance [2].

The HCC surveillance strategy includes an ultrasound scan (US) every 6 months, based on the shortest mean doubling time observed in growth kinetics studies conducted in the 1980s [3, 4], a finding that has been corroborated by more recent research [5, 6]. Based on this evidence, international organizations such as the European Association for the Study of the Liver (EASL), along with national bodies, recommend a six-monthly US for HCC surveillance [2-7]. However, one issue with this recommendation is the assumption that HCC grows at a relatively predictable and constant rate. Studies show a significant variation in tumor volume doubling time, ranging from 2.2 to 11.3 months [8].

One factor likely to influence HCC growth rate is tumor size. Understanding the relationship between tumor size and growth rate can aid in treatment planning and prioritizing patients at risk of faster tumor progression. To explore this potential association, a prospective study was designed at a single tertiary-care centre, with approval from the Nottingham University Hospital Clinical Effectiveness Board (19-223C). All newly diagnosed HCC patients were eligible for inclusion if they had undergone at least two cross-sectional imaging studies of the same modality (CT or MRI) at different time points prior to any treatment. Patients with a prior history of HCC presenting with recurrent disease were excluded. HCC was defined as any lesion classified as Liver Imaging Reporting and Data System (LI-RADS) LR-5 on initial or subsequent cross-sectional imaging, or confirmed histologically. All cross-sectional images were independently reviewed by two hepatobiliary radiologists (M.S. and J.J.), showing excellent interobserver agreement (R2 = 0.8339). The HCC growth rate was calculated by measuring the maximum diameter on initial and follow-up cross-sectional imaging, expressing the change in size over the time interval between the scans.

A total of 144 HCC lesions from 65 patients were included in the analysis. Analysis revealed a significant correlation between initial tumor size and monthly growth rate (Spearman's rank correlation coefficient (ρ) = 0.526, p < 0.001). When stratified by initial size, tumors with a diameter ≥ 110 mm exhibited a significantly lower median growth rate compared to tumors with a diameter < 110 mm (median 1.4 [IQR 1.1–2.3] vs. 1.6 [IQR 0.8–3.0] mm/month; p = 0.03).

Tumors measuring 10–20 mm exhibited a median growth rate of 0.24 mm per month (IQR 0.12–0.58). At this rate, a 10 mm tumor is expected to double in size in ~2.89 months (IQR 1.20–5.78). Similarly, for tumors in the 20–40 mm range, the median growth rate was higher at 0.43 mm per month (IQR 0.18–1.02), suggesting a more rapid proliferative phase. Accordingly, a 20 mm tumor is expected to double in size within 1.61 months (IQR 0.68–3.85).

A scatter plot of initial lesion size against growth rate revealed a steady increase in growth rate with increasing initial size up to 100 mm. Beyond this, the growth rate plateaued and subsequently declined after exceeding 120 mm (Figure 1), potentially reflecting changes in tumor biology and/or constraints in vascular supply.

The findings suggest a logarithmic growth pattern, with rapid early expansion transitioning to slower growth as tumor size increases. This growth trajectory may amplify lead-time and length-time biases, potentially diminishing the perceived benefits of HCC surveillance. It remains uncertain whether this pattern is influenced by alterations in mutational burden and tumor biology, changes in blood supply due to increased tumor burden (e.g., the tumor outgrowing its vascular supply), or an artifact of measurement bias, where small differences in tumor diameter have a proportionally greater impact when tumors are smaller.

As this study was based on real-world data, a proportion of patients did not undergo tumor biopsy, with diagnoses established radiologically in accordance with LI-RADS criteria. Consequently, it was not possible to assess the impact of other relevant factors known to influence HCC growth, such as histological grade and genetic mutations. In addition, the sample size limited the inclusion of multiple variables in the analysis. Given these constraints, tumor size was selected as the primary variable, as it remains a key determinant in size-based treatment decisions. Furthermore, given the relatively small number of lesions exceeding 120 mm in the cohort, conclusions regarding growth patterns at advanced stages should be interpreted with caution.

Understanding of tumor growth patterns, particularly in relation to initial tumor size, is critical for informing several treatment decisions. These include the necessity of bridging therapy while awaiting liver transplantation, prioritizing size-dependent interventions such as ablation or liver transplantation, and determining the optimal surveillance interval for suspicious but non-definitive lesions or very-early stage HCCs [9]. This understanding may also aid in predicting the response to HCC treatments, such as trans arterial chemoembolization [10].

Variations in HCC progression may stem from genetic factors, the underlying etiology of liver disease, and associated comorbidities, potentially limiting the universal applicability of these findings. Furthermore, this study does not account for differing growth patterns in patients with recurrent HCC, which may differ from those observed in primary tumors. Future research involving a larger cohort, particularly including patients with initial HCC measurements exceeding 120 mm, could provide further insights into this relationship.

The authors declare no conflicts of interest.

Abstract Image

肝细胞癌的大小-生长速率关系
肝细胞癌(HCC)是世界范围内癌症相关死亡的主要原因,仍然是一个重大的临床挑战,每年造成约80万人死亡。监测是治疗HCC的有效策略,研究表明监测可以改善早期发现、治愈治疗和更高的生存率。HCC监测策略包括每6个月进行一次超声扫描(US),这是基于20世纪80年代进行的生长动力学研究中观察到的最短平均翻倍时间[3,4],最近的研究证实了这一发现[5,6]。基于这一证据,欧洲肝脏研究协会(EASL)等国际组织以及国家机构建议进行6个月的HCC监测[2-7]。然而,这一建议的一个问题是假设HCC以相对可预测和恒定的速度增长。研究显示肿瘤体积倍增时间有显著差异,从2.2个月到11.3个月不等。可能影响HCC生长速率的一个因素是肿瘤大小。了解肿瘤大小和生长速度之间的关系有助于制定治疗计划,并优先考虑有更快肿瘤进展风险的患者。为了探索这种潜在的联系,在诺丁汉大学医院临床疗效委员会(19-223C)的批准下,在一个单一的三级护理中心设计了一项前瞻性研究。所有新诊断的HCC患者如果在任何治疗前的不同时间点接受了至少两次相同模式的横断面成像研究(CT或MRI),则符合纳入条件。排除既往有HCC病史并伴有复发的患者。HCC被定义为在初始或随后的横断面成像中被归类为肝成像报告和数据系统(LI-RADS) LR-5或经组织学证实的任何病变。两名肝胆放射科医师(M.S.和J.J.)独立审查了所有的横断面图像,显示出极好的观察者间一致性(R2 = 0.8339)。通过测量初始和随访横断面成像的最大直径来计算HCC生长速率,表示扫描间隔时间内大小的变化。来自65例患者的144个HCC病变被纳入分析。分析显示肿瘤初始大小与月生长率有显著相关(Spearman秩相关系数(ρ) = 0.526, p &lt; 0.001)。当按初始大小分层时,直径≥110 mm的肿瘤的中位生长率明显低于直径≤110 mm的肿瘤(中位生长率为1.4 [IQR 1.1-2.3] vs. 1.6 [IQR 0.8-3.0] mm/月;p = 0.03)。10 - 20mm肿瘤的平均生长速率为每月0.24 mm (IQR 0.12-0.58)。按照这个速度,10mm的肿瘤预计在2.89个月内翻倍(IQR 1.20-5.78)。同样,对于20-40 mm范围内的肿瘤,中位生长速率较高,为0.43 mm /月(IQR 0.18-1.02),提示增殖期更快。因此,20mm的肿瘤在1.61个月(IQR 0.68-3.85)内的体积将增加一倍。初始病变尺寸与生长速率的散点图显示,随着初始尺寸的增加,生长速率稳步增加,直至100 mm。超过120mm后,生长速度趋于平稳,随后下降(图1),这可能反映了肿瘤生物学的变化和/或血管供应的限制。研究结果表明,随着肿瘤大小的增加,早期的快速扩张过渡到较慢的增长,呈对数增长模式。这种增长轨迹可能会放大前置时间和时间偏差,潜在地削弱HCC监测的预期益处。目前尚不确定这种模式是否受到突变负担和肿瘤生物学变化的影响,是否受到肿瘤负担增加(例如,肿瘤生长超出其血管供应)引起的血液供应变化的影响,或者是否受到测量偏差的影响,其中肿瘤直径的微小差异在肿瘤较小时具有成比例的更大影响。由于这项研究是基于真实世界的数据,一部分患者没有进行肿瘤活检,根据LI-RADS标准进行放射学诊断。因此,不可能评估其他已知影响HCC生长的相关因素的影响,如组织学分级和基因突变。此外,样本量限制了分析中包含多个变量。考虑到这些限制,肿瘤大小被选为主要变量,因为它仍然是基于大小的治疗决策的关键决定因素。此外,考虑到该队列中超过120毫米的病变数量相对较少,有关晚期生长模式的结论应谨慎解释。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
JGH Open
JGH Open GASTROENTEROLOGY & HEPATOLOGY-
CiteScore
3.40
自引率
0.00%
发文量
143
审稿时长
7 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信