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Efferocytosis-associated transcriptomic patterns characterize prognosis and immune landscape in osteosarcoma 骨肉瘤中与efferocyte相关的转录组模式表征预后和免疫景观
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2026-04-01 Epub Date: 2026-01-22 DOI: 10.1016/j.jbo.2026.100743
Xueliang Song , Xiaofan Tou , Li Li , Fengxian Wang , Chengqun Qian , Ru Wang , Jiahong Shen

Background

Osteosarcoma (OS) is the most common primary malignant bone tumor in adolescents, characterized by high heterogeneity and poor prognosis. Efferocytosis, the clearance of apoptotic cells, has been implicated in tumor progression and immune evasion, but its role in OS remains unclear.

Methods

We integrated TARGET-OS as a training cohort with three GEO datasets for validation. Efferocytosis pathways were quantified by ssGSEA, and WGCNA was applied to identify associated gene modules. Candidate genes were screened using univariate Cox regression, and a prognostic signature was developed with machine learning models and validated across cohorts. Functional enrichment, immune infiltration, and immunotherapy prediction analyses were performed. scRNA-seq from six OS patients and spatial transcriptomic profiling were further used to characterize the cellular distribution and communication of efferocytosis-related genes. The functions of MAGEA11 in OS were explored both in vivo and in vitro.

Results

The Brown module showed the strongest association with efferocytosis pathways. The StepCox + Ridge model achieved robust prognostic performance and stratified patients into risk groups with significantly different survival. Enrichment analysis revealed upregulated genes related to endothelial and nitric oxide pathways, while downregulated genes were linked to immune signaling and extracellular matrix remodeling. High-risk patients exhibited elevated M2 macrophages, altered checkpoint expression, and greater predicted sensitivity to immunotherapy. At the single-cell level, efferocytosis activity was enriched in OS cells, with MAGEA11 showing the highest expression. High-risk tumors displayed stronger intercellular signaling, particularly from OS cells and CAFs to macrophages and endothelial cells. Spatial transcriptomics confirmed enrichment of efferocytosis at tumor and interface regions, correlating positively with stromal and myeloid cells and negatively with T cells. Mechanistically, MAGEA11 promoted OS tumor growth, and drove a pro-efferocytic microenvironment by enhancing Gas6 secretion, which polarized macrophages toward an M2 phenotype and upregulated their efferocytosis receptors (MERTK/AXL).

Conclusions

We established an efferocytosis-related prognostic signature and elucidated its underlying mechanism wherein MAGEA11 promoted immunosuppression via a Gas6-MERTK/AXL-dependent efferocytosis circuit. This integrated study positions efferocytosis as a key driver of the OS microenvironment and a promising target for clinical intervention.
背景:骨肉瘤(OS)是青少年最常见的原发性骨恶性肿瘤,具有异质性高、预后差的特点。Efferocytosis,凋亡细胞的清除,与肿瘤进展和免疫逃避有关,但其在OS中的作用尚不清楚。方法我们将TARGET-OS作为训练队列与三个GEO数据集相结合进行验证。利用ssGSEA对Efferocytosis通路进行量化,并利用WGCNA对相关基因模块进行鉴定。使用单变量Cox回归筛选候选基因,并使用机器学习模型开发预后特征,并在队列中进行验证。功能富集、免疫浸润和免疫治疗预测分析。来自6例OS患者的scRNA-seq和空间转录组分析进一步用于表征efferocysis相关基因的细胞分布和通讯。通过体内和体外实验探讨MAGEA11在OS中的功能。结果Brown模块与efferocytosis通路的关联最强。StepCox + Ridge模型取得了良好的预后表现,并将患者分层为生存率显著不同的危险组。富集分析显示,上调的基因与内皮和一氧化氮通路有关,而下调的基因与免疫信号传导和细胞外基质重塑有关。高危患者表现为M2巨噬细胞升高,检查点表达改变,对免疫治疗的预测敏感性更高。在单细胞水平上,OS细胞的efferocytosis活性丰富,其中MAGEA11表达最高。高危肿瘤表现出更强的细胞间信号,特别是从OS细胞和caf到巨噬细胞和内皮细胞。空间转录组学证实了肿瘤和界面区efferocytosis的富集,与基质细胞和骨髓细胞呈正相关,与T细胞负相关。从机制上说,MAGEA11促进OS肿瘤生长,并通过增强Gas6分泌,使巨噬细胞向M2表型极化,并上调其efferocytosis受体(MERTK/AXL),从而驱动前efferocytosis微环境。我们建立了一个与efferocysis相关的预后特征,并阐明了其潜在机制,其中MAGEA11通过Gas6-MERTK/ axl依赖性efferocysis回路促进免疫抑制。这项综合研究将efferocytosis定位为OS微环境的关键驱动因素,也是临床干预的一个有希望的目标。
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引用次数: 0
Questionable indication for postoperative radiotherapy after surgery for metastases of the major long bones: A single-centre cohort study of 552 fractures/526 patients 主要长骨转移手术后放射治疗的适应症:552例骨折/526例患者的单中心队列研究
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2026-04-01 Epub Date: 2026-02-05 DOI: 10.1016/j.jbo.2026.100746
Jessica Ehne , Adele Kastensson , Rikard Wedin , Panagiotis Tsagkozis

Introduction

The use of postoperative radiotherapy (PORT) as an adjunct to orthopaedic surgery of the long bones is widely recommended. Evidence of the benefits is however sparse. The primary research question of this study was whether PORT reduces the incidence of local failure after orthopaedic surgery for metastatic disease of the long bones.

Method

A prospectively collected database was retrospectively reviewed. A total of 552 fractures/526 patients were included. Primary endpoint was secondary surgery due to implant failure due to local tumour progression. The main analysis used a competing risk model with death as a competing event.

Results

PORT was administered in 197 cases, the median initiation time was 42 days and the most common schedule was 4 Gy × 5. 33 cases (6%) required revision attributed to tumour related implant failure. The cumulative incidence of failure was higher in the PORT group (p = 0.038). When dividing cases into subgroups depending on surgical method PORT had no effect in the osteosynthesis group and was significantly associated with a worse outcome in the prosthesis group. PORT dose and timing were not associated with failure rates.

Conclusion

In this cohort, PORT was associated with a significantly increased risk of tumour related failure in patients treated with a prosthesis. There was no significant effect in the osteosynthesis subgroup. Our results indicate that there is no clear evidence for the universal use of PORT.
应用术后放疗作为长骨骨科手术的辅助手段被广泛推荐。然而,证明这些好处的证据很少。本研究的主要研究问题是PORT是否能降低长骨转移性疾病骨科手术后局部衰竭的发生率。方法对前瞻性收集的数据库进行回顾性分析。共纳入552例骨折/526例患者。主要终点是由于局部肿瘤进展导致植入物失败而进行的二次手术。主要分析使用了一个竞争风险模型,其中死亡是一个竞争事件。结果197例患者接受sport治疗,起始时间中位数为42 d,最常见的治疗方案为4 Gy × 5。33例(6%)因肿瘤相关植入失败需要翻修。PORT组的累计失败率较高(p = 0.038)。当根据手术方法将病例分为亚组时,PORT在骨整合组中没有影响,并且与假体组的预后较差显著相关。PORT剂量和时间与失败率无关。结论:在这个队列中,PORT与接受假体治疗的患者肿瘤相关衰竭的风险显著增加相关。骨整合亚组无明显影响。我们的研究结果表明,没有明确的证据表明PORT的普遍使用。
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引用次数: 0
Prospective external validation of a three-predictor frailty model for 90-day survival and complications following spinal metastasis surgery 脊柱转移手术后90天生存和并发症的三预测因子虚弱模型的前瞻性外部验证
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2026-04-01 Epub Date: 2026-01-12 DOI: 10.1016/j.jbo.2026.100739
Pedro Reggiani Anzuategui , Glauco José Pauka Mello , Ana Valéria Brunetti Rigolino , Lucas Emanuel Sauer Larocca , Cássio Zini , Carmen Australia Paredes Marcondes Ribas
<div><h3>Background context</h3><div>Surgical decision-making in patients with spinal metastases remains complex due to the need to balance potential surgical benefits with limited survival and common frailty. Predictive models can assist in this process, but their clinical utility is often limited by complexity and lack of validation.</div></div><div><h3>Purpose</h3><div>To externally validate a simple three-predictor frailty model for 90-day survival and complications, and to compare its performance with other commonly used tools.</div></div><div><h3>Study design/setting</h3><div>Prospective external validation study conducted at a single tertiary cancer center.</div></div><div><h3>Patient sample</h3><div>A consecutive cohort of 126 patients who underwent open posterior surgery with instrumentation for spinal metastases from solid tumors between 2018 and 2024.</div></div><div><h3>Outcome measures</h3><div>Primary outcomes were 90-day survival and the occurrence of postoperative complications. Secondary outcomes included 30-day, 180-day and overall survival. Model performance was evaluated through discrimination (AUC), risk stratification, accuracy for surgical indication and calibration.</div></div><div><h3>Methods</h3><div>The Anzuategui model (three predictors: tumor growth rate, comorbidities, and lymphocyte count) was applied preoperatively, along with four other three-predictor models (Tomita, Modified Bauer, Van der Linden, and Sioutos). Discrimination was assessed using ROC curves. Risk stratification was evaluated using predefined low-, moderate-, and high-risk categories, analyzed through Kaplan–Meier curves and complication rates. Model accuracy for surgical indication was calculated using a 90-day survival threshold as the reference. Calibration for both 90-day survival and postoperative complications was performed by comparing category-specific predicted probabilities derived from the development cohort with observed event rates in the validation cohort.</div></div><div><h3>Results</h3><div>The Anzuategui model demonstrated predictive performance for the primary outcomes comparable to the other models under evaluation. It achieved an AUC of 0.78 (95% CI: 0.70–0.85) for 90-day survival and 0.68 (95% CI: 0.59–0.76) for postoperative complications. Risk stratification showed clear separation between survival curves across the three predefined categories. Accuracy for predicting appropriate surgical indication was 70% (95% CI: 61–78), with a sensitivity of 64% and specificity of 85%. Tomita and Modified Bauer models showed comparable accuracy (75% and 74%, respectively) but lower specificity. Calibration indicated overestimation of 90-day mortality (intercept –1.75; slope 2.05) and modest miscalibration for postoperative complications (intercept –0.40; slope 0.67).</div></div><div><h3>Conclusions</h3><div>The Anzuategui model demonstrated acceptable external performance, with greater validity for predicting 90-day survival than for post
背景:脊柱转移患者的手术决策仍然很复杂,因为需要平衡潜在的手术益处、有限的生存期和常见的虚弱。预测模型可以在这一过程中提供帮助,但其临床应用往往受到复杂性和缺乏验证的限制。目的对一种简单的三预测因子脆弱性模型进行90天生存率和并发症的外部验证,并将其与其他常用工具进行比较。研究设计/设置在单一三级癌症中心进行的前瞻性外部验证研究。患者样本:在2018年至2024年期间,126例连续队列患者接受了开放性后路手术并进行了固定治疗,以治疗实体瘤的脊柱转移。主要结果为90天的生存和术后并发症的发生。次要结局包括30天、180天和总生存期。通过鉴别(AUC)、风险分层、手术指征的准确性和校准来评估模型的性能。方法术前采用Anzuategui模型(3个预测因素:肿瘤生长速度、合并症和淋巴细胞计数),以及其他4个3个预测因素模型(Tomita、Modified Bauer、Van der Linden和Sioutos)。采用ROC曲线评估辨别力。使用预先定义的低、中、高风险分类评估风险分层,并通过Kaplan-Meier曲线和并发症发生率进行分析。以90天生存阈值作为参考,计算手术指征的模型准确性。通过比较发展队列中获得的类别特定预测概率与验证队列中观察到的事件发生率,对90天生存率和术后并发症进行校准。结果Anzuategui模型对主要结局的预测性能与其他模型相当。90天生存率的AUC为0.78 (95% CI: 0.70-0.85),术后并发症的AUC为0.68 (95% CI: 0.59-0.76)。风险分层显示三个预定义类别的生存曲线之间存在明显的分离。预测合适手术指征的准确度为70% (95% CI: 61-78),敏感性为64%,特异性为85%。Tomita和Modified Bauer模型的准确率相当(分别为75%和74%),但特异性较低。校准表明高估了90天死亡率(截距-1.75,斜率2.05),对术后并发症的适度误校准(截距-0.40,斜率0.67)。结论Anzuategui模型具有良好的外部性能,预测90天生存率比预测术后并发症更有效。它的简单和以脆弱为中心的结构使它成为一个实用的床边工具,特别是在紧急或资源有限的情况下。将这种方法与已建立的预后模型相结合,可以在不同的临床情况下支持更平衡的决策。
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引用次数: 0
Feasibility and oncologic outcome of en resection with intentional tumor transgression in primary spinal sarcoma: The Korean Society of Spinal Tumors multicenter study (KSST 2024–02) 韩国脊柱肿瘤学会多中心研究(KSST 2024-02):原发性脊柱肉瘤全切除术合并故意肿瘤侵入的可行性和肿瘤学结果
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2026-04-01 Epub Date: 2026-02-09 DOI: 10.1016/j.jbo.2026.100747
Bong-Soon Chang , Se-Jun Park , Dong-Ho Kang , Jae Hwan Cho , Sehan Park , Sang-Il Kim , Young-Hoon Kim , Sang-Min Park , Sung-Kyu Kim , Chang-Bae Kong , Hyoungmin Kim , Sam Yeol Chang

Introduction

Primary spinal sarcoma is rare and technically challenging, particularly when attempting en bloc resection with negative margins. Intentional tumor transgression may be used when Enneking-appropriate en bloc resection is not feasible, but its oncologic implications remain unclear. This study evaluated the feasibility and outcomes of en bloc resection with intentional tumor transgression compared with other resection strategies.

Methods

This multicenter retrospective study included patients who underwent surgery for primary spinal sarcoma across five tertiary hospitals from 2000 to 2022. Patients were grouped by resection method: (A) en bloc resection with negative margins, (B) en bloc resection with intentional tumor transgression, (C) piecemeal resection, and (D) subtotal resection. Tumor extent was assessed using a modified Weinstein-Boriani-Biagini classification. The primary outcome was overall survival; secondary outcomes included local recurrence, distant metastasis, and perioperative complications.

Results

The study included 119 patients (mean age 46.0 ± 19.8 years). Oncological outcomes (overall survival, local recurrence, and distant metastasis) demonstrated significant trends in survival analysis across groups A to D. Although Group B had more extensive disease (>3 quadrants, canal encroachment, multi-level involvement), its overall survival, local recurrence, and distant metastasis did not differ significantly from Group A (hazard ratio [HR] 0.54, p = 0.467; HR 0.46, p = 0.307; HR 0.46, p = 0.237, respectively). Complication rates were comparable between groups A and B.

Conclusion

En bloc resection with intentional tumor transgression offers oncologic outcomes comparable to margin-negative en bloc resection in selected patients with more extensive tumors. This technique may be a viable alternative when Enneking-appropriate en bloc resection is not feasible.
原发性脊柱肉瘤是一种罕见且技术上具有挑战性的肉瘤,特别是当试图以阴性切缘进行整体切除时。当enneing -合适的整体切除不可行时,可以使用故意肿瘤越界,但其肿瘤学意义尚不清楚。本研究评估了有意肿瘤越界的整体切除与其他切除策略的可行性和结果。方法本多中心回顾性研究纳入了2000年至2022年5家三级医院的原发性脊柱肉瘤手术患者。患者按切除方法分组:(A)阴性切缘整块切除,(B)有意肿瘤越界整块切除,(C)分段切除,(D)次全切除。采用改良的Weinstein-Boriani-Biagini分类评估肿瘤范围。主要终点是总生存期;次要结果包括局部复发、远处转移和围手术期并发症。结果纳入119例患者,平均年龄46.0±19.8岁。肿瘤预后(总生存期、局部复发和远处转移)在A组至d组的生存分析中显示出显著的趋势。尽管B组的疾病范围更广(3个象限、管侵犯、多层级累及),但其总生存期、局部复发和远处转移与A组没有显著差异(风险比[HR] 0.54, p = 0.467; HR 0.46, p = 0.307; HR 0.46, p = 0.237)。A组和b组的并发症发生率相当。结论在肿瘤范围更广的患者中,有意肿瘤越界的整体切除与边缘阴性的整体切除的肿瘤预后相当。当enneking -合适的整块切除不可行时,该技术可能是一种可行的替代方法。
{"title":"Feasibility and oncologic outcome of en resection with intentional tumor transgression in primary spinal sarcoma: The Korean Society of Spinal Tumors multicenter study (KSST 2024–02)","authors":"Bong-Soon Chang ,&nbsp;Se-Jun Park ,&nbsp;Dong-Ho Kang ,&nbsp;Jae Hwan Cho ,&nbsp;Sehan Park ,&nbsp;Sang-Il Kim ,&nbsp;Young-Hoon Kim ,&nbsp;Sang-Min Park ,&nbsp;Sung-Kyu Kim ,&nbsp;Chang-Bae Kong ,&nbsp;Hyoungmin Kim ,&nbsp;Sam Yeol Chang","doi":"10.1016/j.jbo.2026.100747","DOIUrl":"10.1016/j.jbo.2026.100747","url":null,"abstract":"<div><h3>Introduction</h3><div>Primary spinal sarcoma is rare and technically challenging, particularly when attempting en bloc resection with negative margins. Intentional tumor transgression may be used when Enneking-appropriate en bloc resection is not feasible, but its oncologic implications remain unclear. This study evaluated the feasibility and outcomes of en bloc resection with intentional tumor transgression compared with other resection strategies.</div></div><div><h3>Methods</h3><div>This multicenter retrospective study included patients who underwent surgery for primary spinal sarcoma across five tertiary hospitals from 2000 to 2022. Patients were grouped by resection method: (A) en bloc resection with negative margins, (B) en bloc resection with intentional tumor transgression, (C) piecemeal resection, and (D) subtotal resection. Tumor extent was assessed using a modified Weinstein-Boriani-Biagini classification. The primary outcome was overall survival; secondary outcomes included local recurrence, distant metastasis, and perioperative complications.</div></div><div><h3>Results</h3><div>The study included 119 patients (mean age 46.0 ± 19.8 years). Oncological outcomes (overall survival, local recurrence, and distant metastasis) demonstrated significant trends in survival analysis across groups A to D. Although Group B had more extensive disease (&gt;3 quadrants, canal encroachment, multi-level involvement), its overall survival, local recurrence, and distant metastasis did not differ significantly from Group A (hazard ratio [HR] 0.54, p = 0.467; HR 0.46, p = 0.307; HR 0.46, p = 0.237, respectively). Complication rates were comparable between groups A and B.</div></div><div><h3>Conclusion</h3><div>En bloc resection with intentional tumor transgression offers oncologic outcomes comparable to margin-negative en bloc resection in selected patients with more extensive tumors. This technique may be a viable alternative when Enneking-appropriate en bloc resection is not feasible.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"57 ","pages":"Article 100747"},"PeriodicalIF":3.5,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146174093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Differential expression of CD74 and C1QB in jaw versus long bone osteosarcoma: Insights from animal models, public datasets and clinical cohorts CD74和C1QB在颌骨与长骨骨肉瘤中的差异表达:来自动物模型、公共数据集和临床队列的见解
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2026-04-01 Epub Date: 2026-01-23 DOI: 10.1016/j.jbo.2026.100742
Lalan Zhang , Jiaoyan Liu , Shengjie Shao , Xiang Liu , Liqin Zhang , Weihong Wang

Objective

This study aimed to investigate the differential expression of macrophage-related factors between jaw and long bone osteosarcoma, thereby providing potential candidates for future functional and mechanistic research.

Methods

Twenty-four Sprague-Dawley (SD) rats were randomly divided into control, jaw osteosarcoma, and long bone osteosarcoma groups. UMR106 cells were implanted subcutaneously in nude mice, then tumors were transplanted into rat jaw and tibial bone marrow to establish osteosarcoma models. Bone changes were observed using Micro-CT, while histological changes were examined with H&E and Masson’s trichrome staining. Transcriptome sequencing identified differentially expressed genes (DEGs), with the top three genes selected using Cytohubba software. Survival analysis was performed using the GEPIA database. A retrospective analysis was conducted on jaw osteosarcoma patients and long bone osteosarcoma patients from November 2014 to June 2023. Finally, immunohistochemical staining validated the expression levels of relevant proteins in both animal and clinical tissue samples.

Results

Micro-CT revealed significant bone destruction in both osteosarcoma models. Histological analysis revealed high pleomorphism in osteosarcoma cells, predominantly spindle and polygonal shapes, with evident pathological mitosis. Transcriptome sequencing identified 414 DEGs, including the top three: RT1-Da, CD74, and C1QB. Survival analysis showed high expression of CD74 and C1QB correlated positively with overall survival in patients with osteosarcoma. Immunohistochemistry demonstrated higher CD74 and C1QB expression in jaw osteosarcoma compared to long bone osteosarcoma in both rats and humans (P < 0.05).

Conclusion

The expression levels of CD74 and C1QB were significantly higher in jaw osteosarcoma than in long bone osteosarcoma, suggesting that this differential expression may have clinical relevance for patient survival and warrants further investigation.
目的探讨巨噬细胞相关因子在颌骨和长骨骨肉瘤中的表达差异,为未来的功能和机制研究提供潜在的候选物。方法将24只SD大鼠随机分为对照组、颌骨骨肉瘤组和长骨骨肉瘤组。裸鼠皮下植入UMR106细胞,将肿瘤植入大鼠颌骨和胫骨骨髓,建立骨肉瘤模型。Micro-CT观察骨变化,H&;E和Masson’s三色染色观察组织学变化。转录组测序鉴定差异表达基因(deg),使用Cytohubba软件选择前三个基因。使用GEPIA数据库进行生存分析。回顾性分析2014年11月至2023年6月的颌骨骨肉瘤和长骨骨肉瘤患者。最后,免疫组织化学染色验证了相关蛋白在动物和临床组织样本中的表达水平。结果显微ct显示两种骨肉瘤模型均有明显的骨破坏。组织学分析显示骨肉瘤细胞高度多形性,以梭形和多角形为主,有明显的病理性有丝分裂。转录组测序鉴定出414个deg,包括前三个:RT1-Da, CD74和C1QB。生存分析显示,CD74和C1QB的高表达与骨肉瘤患者的总生存呈正相关。免疫组化结果显示,大鼠和人颌骨骨肉瘤中CD74和C1QB的表达均高于长骨骨肉瘤(P < 0.05)。结论CD74和C1QB在颌骨骨肉瘤中的表达水平明显高于长骨骨肉瘤,提示这种差异表达可能与患者生存有临床相关性,值得进一步研究。
{"title":"Differential expression of CD74 and C1QB in jaw versus long bone osteosarcoma: Insights from animal models, public datasets and clinical cohorts","authors":"Lalan Zhang ,&nbsp;Jiaoyan Liu ,&nbsp;Shengjie Shao ,&nbsp;Xiang Liu ,&nbsp;Liqin Zhang ,&nbsp;Weihong Wang","doi":"10.1016/j.jbo.2026.100742","DOIUrl":"10.1016/j.jbo.2026.100742","url":null,"abstract":"<div><h3>Objective</h3><div>This study aimed to investigate the differential expression of macrophage-related factors between jaw and long bone osteosarcoma, thereby providing potential candidates for future functional and mechanistic research.</div></div><div><h3>Methods</h3><div>Twenty-four Sprague-Dawley (SD) rats were randomly divided into control, jaw osteosarcoma, and long bone osteosarcoma groups. UMR106 cells were implanted subcutaneously in nude mice, then tumors were transplanted into rat jaw and tibial bone marrow to establish osteosarcoma models. Bone changes were observed using Micro-CT, while histological changes were examined with H&amp;E and Masson’s trichrome staining. Transcriptome sequencing identified differentially expressed genes (DEGs), with the top three genes selected using Cytohubba software. Survival analysis was performed using the GEPIA database. A retrospective analysis was conducted on jaw osteosarcoma patients and long bone osteosarcoma patients from November 2014 to June 2023. Finally, immunohistochemical staining validated the expression levels of relevant proteins in both animal and clinical tissue samples.</div></div><div><h3>Results</h3><div>Micro-CT revealed significant bone destruction in both osteosarcoma models. Histological analysis revealed high pleomorphism in osteosarcoma cells, predominantly spindle and polygonal shapes, with evident pathological mitosis. Transcriptome sequencing identified 414 DEGs, including the top three: <em>RT1-Da</em>, <em>CD74</em>, and <em>C1QB</em>. Survival analysis showed high expression of <em>CD74</em> and <em>C1QB</em> correlated positively with overall survival in patients with osteosarcoma. Immunohistochemistry demonstrated higher CD74 and C1QB expression in jaw osteosarcoma compared to long bone osteosarcoma in both rats and humans (<em>P</em> &lt; 0.05).</div></div><div><h3>Conclusion</h3><div>The expression levels of CD74 and C1QB were significantly higher in jaw osteosarcoma than in long bone osteosarcoma, suggesting that this differential expression may have clinical relevance for patient survival and warrants further investigation.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"57 ","pages":"Article 100742"},"PeriodicalIF":3.5,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146174050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinicopathological features and survival disparities between axial and appendicular skeletal Angiosarcoma: A SEER-based analysis using competing risk models 轴状和尾状骨骼血管肉瘤的临床病理特征和生存差异:基于seer的竞争风险模型分析
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2026-04-01 Epub Date: 2026-01-22 DOI: 10.1016/j.jbo.2026.100740
Zhenliang Hao , Xuewei Zhang , Ning Yao , Kai Li , Luxin Lou , Xuan Zheng , Zhiming Guo , Jiabin Chen , Xuzhu Chen

Background

 Primary angiosarcoma of bone (ASB) is a rare and aggressive primary bone tumor. The prognostic significance of anatomical location (axial vs. appendicular skeleton) remains poorly defined. This study aimed to compare clinicopathological features and survival outcomes between these two groups.

Methods

 Patients diagnosed with primary ASB (1975–2019) were identified from the Surveillance, Epidemiology, and End Results (SEER) database. Tumors were categorized as axial (spine, pelvis, ribs, skull) or appendicular (extremities). Overall survival was analyzed using Kaplan-Meier and Cox models. Cancer-specific mortality (CSM) was evaluated with Fine-Gray competing risk regression to calculate subdistribution hazard ratios (SHR).

Results

 Among 458 patients, 162 (35.4%) had axial and 296 (64.6%) had appendicular tumors. Axial patients were older (median 63 vs. 46 years, p < 0.001), had higher distant metastasis at diagnosis (43.2% vs. 29.1%, p = 0.002), and underwent surgery less frequently (37.0% vs. 81.1%, p < 0.001). The 5-year overall survival was significantly worse for axial tumors (16.8% vs. 38.2%, p < 0.001). The 5-year cumulative incidence of CSM was 69.5% for axial versus 50.8% for appendicular tumors (p < 0.001). Multivariate analysis confirmed axial location as an independent predictor of higher CSM (SHR 1.62, 95% CI: 1.25–2.10, p < 0.001) , independent of the year of diagnosis.

Conclusions

Axial tumors represent a distinct high-risk subgroup characterized by limited surgical resectability and inferior survival. Anatomical location should be considered a critical stratification factor in clinical management and future trials.
Abbreviations: ASB, Primary angiosarcoma of the bone; SEER, Surveillance, Epidemiology, and End Results; OS, Overall Survival; CSS, Cancer-Specific Survival; CSD, Cancer-Specific Death; CIF, Cumulative Incidence Function; SHR, Subdistribution Hazard Ratio; CI, Confidence Interval; HR, Hazard Ratio.
原发性骨血管肉瘤(ASB)是一种罕见的侵袭性原发性骨肿瘤。解剖位置(轴骨与尾骨)的预后意义仍不明确。本研究旨在比较两组患者的临床病理特征和生存结果。方法从监测、流行病学和最终结果(SEER)数据库中确定1975-2019年诊断为原发性ASB的患者。肿瘤分为轴向肿瘤(脊柱、骨盆、肋骨、颅骨)和尾向肿瘤(四肢)。采用Kaplan-Meier和Cox模型分析总生存率。采用Fine-Gray竞争风险回归法评估癌症特异性死亡率(CSM),计算亚分布风险比(SHR)。结果458例患者中,轴端肿瘤162例(35.4%),尾端肿瘤296例(64.6%)。轴位患者年龄较大(中位为63岁对46岁,p < 0.001),诊断时远处转移率较高(43.2%对29.1%,p = 0.002),手术频率较低(37.0%对81.1%,p < 0.001)。轴状肿瘤的5年总生存率明显较差(16.8%比38.2%,p < 0.001)。轴向肿瘤5年累积发病率为69.5%,阑尾肿瘤为50.8% (p < 0.001)。多因素分析证实,轴位是CSM较高的独立预测因子(SHR 1.62, 95% CI: 1.25-2.10, p < 0.001),与诊断年份无关。结论输卵管肿瘤是一个独特的高危亚群,其特点是手术可切除性有限,生存期较低。在临床管理和未来的试验中,解剖位置应被视为一个关键的分层因素。缩写:ASB,原发性骨血管肉瘤;SEER、监测、流行病学和最终结果;OS:总生存期;CSS,癌症特异性生存;癌症特异性死亡;CIF,累积关联函数;亚分布风险比;CI,置信区间;HR,风险比。
{"title":"Clinicopathological features and survival disparities between axial and appendicular skeletal Angiosarcoma: A SEER-based analysis using competing risk models","authors":"Zhenliang Hao ,&nbsp;Xuewei Zhang ,&nbsp;Ning Yao ,&nbsp;Kai Li ,&nbsp;Luxin Lou ,&nbsp;Xuan Zheng ,&nbsp;Zhiming Guo ,&nbsp;Jiabin Chen ,&nbsp;Xuzhu Chen","doi":"10.1016/j.jbo.2026.100740","DOIUrl":"10.1016/j.jbo.2026.100740","url":null,"abstract":"<div><h3>Background</h3><div> <!-->Primary angiosarcoma of bone (ASB) is a rare and aggressive primary bone tumor. The prognostic significance of anatomical location (axial vs. appendicular skeleton) remains poorly defined. This study aimed to compare clinicopathological features and survival outcomes between these two groups.</div></div><div><h3>Methods</h3><div> <!-->Patients diagnosed with primary ASB (1975–2019) were identified from the Surveillance, Epidemiology, and End Results (SEER) database. Tumors were categorized as axial (spine, pelvis, ribs, skull) or appendicular (extremities). Overall survival was analyzed using Kaplan-Meier and Cox models. Cancer-specific mortality (CSM) was evaluated with Fine-Gray competing risk regression to calculate subdistribution hazard ratios (SHR).</div></div><div><h3>Results</h3><div> <!-->Among 458 patients, 162 (35.4%) had axial and 296 (64.6%) had appendicular tumors. Axial patients were older (median 63 vs. 46 years, p &lt; 0.001), had higher distant metastasis at diagnosis (43.2% vs. 29.1%, p = 0.002), and underwent surgery less frequently (37.0% vs. 81.1%, p &lt; 0.001). The 5-year overall survival was significantly worse for axial tumors (16.8% vs. 38.2%, p &lt; 0.001). The 5-year cumulative incidence of CSM was 69.5% for axial versus 50.8% for appendicular tumors (p &lt; 0.001). Multivariate analysis confirmed axial location as an independent predictor of higher CSM (SHR 1.62, 95% CI: 1.25–2.10, p &lt; 0.001) ,<!--> <!-->independent of the year of diagnosis.</div></div><div><h3>Conclusions</h3><div>Axial tumors represent a distinct high-risk subgroup characterized by limited surgical resectability and inferior survival. Anatomical location should be considered a critical stratification factor in clinical management and future trials.</div><div>Abbreviations: <strong>ASB,</strong> Primary angiosarcoma of the bone; <strong>SEER,</strong> Surveillance, Epidemiology, and End Results; <strong>OS,</strong> Overall Survival; <strong>CSS,</strong> Cancer-Specific Survival; <strong>CSD,</strong> Cancer-Specific Death; <strong>CIF,</strong> Cumulative Incidence Function; <strong>SHR,</strong> Subdistribution Hazard Ratio; <strong>CI,</strong> Confidence Interval; <strong>HR,</strong> Hazard Ratio.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"57 ","pages":"Article 100740"},"PeriodicalIF":3.5,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146079934","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Digital spatial profiling of α-PD-1 treated breast cancer bone metastases reveals region-specific signaling and enrichment of immune-suppressive markers α-PD-1治疗乳腺癌骨转移的数字空间分析揭示了区域特异性信号传导和免疫抑制标志物的富集
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2026-04-01 Epub Date: 2026-01-29 DOI: 10.1016/j.jbo.2026.100741
Déja M. Grant , Gwenyth J. Joseph , Madeline Searcy , Rachelle W. Johnson
Bone is the most common and preferential site for breast cancer metastasis. Upon dissemination to the bone, breast cancer cells engraft into multiple niches, but it is unclear whether there are region-specific differences that may drive breast cancer progression in bone. We used a proteomic digital spatial profiling (DSP) approach to investigate which proliferation, cell death, and immune-related markers and pathways are enriched in immune and cancer cells residing 1) in the bone marrow or 2) along the endosteal surface, in an E0771, α-PD-1 treated pre-clinical model of breast cancer bone metastasis. We selected morphological markers to identify breast cancer cells and immune cells and applied a multiplexed set of probes targeting >70 proteins to characterize breast cancer and immune cell signaling in the marrow and endosteal regions using a DSP platform. We found multiple immune suppressive markers were enriched in the endosteum, including Foxp3, CD163, CD27, Pd-1, and Pd-l1, while proliferation markers were enriched in tumor cells in the marrow, including p38 Mapk, pan-Ras, Mek1, and phospho-Erk1/2. These findings shed light on the niche-specific proteins and pathways that are activated in breast cancer bone metastases and establish a user-friendly highly multiplexed approach for spatial proteomics in pre-clinical models of bone metastasis.
骨是乳腺癌最常见、最易发生转移的部位。扩散到骨后,乳腺癌细胞植入到多个生态位,但目前尚不清楚是否存在区域特异性差异,可能会推动乳腺癌在骨中的进展。在E0771 α-PD-1处理的乳腺癌骨转移临床前模型中,我们使用蛋白质组学数字空间分析(DSP)方法研究了1)骨髓或2)内皮表面的免疫细胞和癌细胞中富集了哪些增殖、细胞死亡和免疫相关标志物和途径。我们选择形态学标记来识别乳腺癌细胞和免疫细胞,并使用DSP平台应用一组针对70蛋白的多路探针来表征骨髓和内皮区域的乳腺癌和免疫细胞信号。我们发现多种免疫抑制标志物在内皮中富集,包括Foxp3、CD163、CD27、Pd-1和Pd-l1,而增殖标志物在骨髓肿瘤细胞中富集,包括p38 Mapk、pan-Ras、Mek1和phospho-Erk1/2。这些发现揭示了在乳腺癌骨转移中激活的利基特异性蛋白和途径,并为骨转移临床前模型中的空间蛋白质组学建立了一种用户友好的高度多路复用方法。
{"title":"Digital spatial profiling of α-PD-1 treated breast cancer bone metastases reveals region-specific signaling and enrichment of immune-suppressive markers","authors":"Déja M. Grant ,&nbsp;Gwenyth J. Joseph ,&nbsp;Madeline Searcy ,&nbsp;Rachelle W. Johnson","doi":"10.1016/j.jbo.2026.100741","DOIUrl":"10.1016/j.jbo.2026.100741","url":null,"abstract":"<div><div>Bone is the most common and preferential site for breast cancer metastasis. Upon dissemination to the bone, breast cancer cells engraft into multiple niches, but it is unclear whether there are region-specific differences that may drive breast cancer progression in bone. We used a proteomic digital spatial profiling (DSP) approach to investigate which proliferation, cell death, and immune-related markers and pathways are enriched in immune and cancer cells residing 1) in the bone marrow or 2) along the endosteal surface, in an E0771, α-PD-1 treated pre-clinical model of breast cancer bone metastasis. We selected morphological markers to identify breast cancer cells and immune cells and applied a multiplexed set of probes targeting &gt;70 proteins to characterize breast cancer and immune cell signaling in the marrow and endosteal regions using a DSP platform. We found multiple immune suppressive markers were enriched in the endosteum, including Foxp3, CD163, CD27, Pd-1, and Pd-l1, while proliferation markers were enriched in tumor cells in the marrow, including p38 Mapk, pan-Ras, Mek1, and phospho-Erk1/2. These findings shed light on the niche-specific proteins and pathways that are activated in breast cancer bone metastases and establish a user-friendly highly multiplexed approach for spatial proteomics in pre-clinical models of bone metastasis.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"57 ","pages":"Article 100741"},"PeriodicalIF":3.5,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146174088","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Psychosocial impact of COVID-19 pandemic on patients with solid malignancies and bone metastases (PsyCO-B): a multicentre prospective observational study COVID-19大流行对实体恶性肿瘤和骨转移患者的社会心理影响(PsyCO-B):一项多中心前瞻性观察研究
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2026-04-01 Epub Date: 2026-01-28 DOI: 10.1016/j.jbo.2026.100744
Paolo Taurisano , Ester Cornacchia , Maria Fara De Caro , Vittorio Fusco , Toni Ibrahim , Anna Ragno , Francesco Salonne , Giulia Paparella , Marta Betti , Serena Penpa , Maura Rossi , Rossella Hakim , Michela Pierini , Camillo Porta , Stella D’Oronzo

Background

COVID-19 pandemic dramatically changed our daily habits. Patients with cancer, particularly those with bone metastases (BM), were among the most concerned individuals, due to both their clinical condition and social distancing.

Objectives

This study aimed to explore psychosocial effects of the pandemic on patients with BM, investigating the role of clinical severity, psychological symptoms, coping strategies, and perceived traumatic impact.

Methods

Six questionnaires were administered to patients with BM from three Institutions: Hospital Anxiety-Depression Scale, WHO Quality of Life-BREF, Attitude Toward Seeking Professional Psychological Help, Brief Illness Perception Questionnaire, Brief COPE, and Impact Event Scale-Revised (IES-R). Clinical, pathological, and socio-demographic data were collected and analyzed using descriptive statistics. Clinical severity was estimated by applying a specific prognostic model. Statistical analyses included correlations, linear regressions and mediation analyses.

Results

Clinical severity was significantly associated with depressive symptoms whereas the perceived traumatic impact of the COVID-19 pandemic was strongly associated with anxiety, the use of specific coping strategies (social support, avoidance and religiosity) and greater openness to psychological support. Mediation analysis showed that the IES-R mediates the relationship between subjective perception of illness and anxiety.

Conclusions

During the pandemic, depressive symptoms in patients with BM were mainly related to their specific clinical condition, whereas those associated with anxiety were mostly due to the experience of pandemic-associated trauma. The psychological impact of the pandemic influenced coping strategies and the request for support, regardless of the disease severity. These findings highlight the importance of psycho-oncological support focused on the patient’s experience and clinical condition.
背景:COVID-19大流行极大地改变了我们的日常习惯。癌症患者,特别是骨转移患者,由于他们的临床状况和社会距离,是最受关注的人群之一。目的:本研究旨在探讨大流行对BM患者的心理社会影响,调查临床严重程度、心理症状、应对策略和感知创伤影响的作用。方法:对三家机构的BM患者进行6份问卷调查:医院焦虑抑郁量表、WHO生活质量量表、寻求专业心理帮助的态度、简易疾病感知问卷、简易COPE问卷和影响事件量表-修订版(IES-R)。收集临床、病理和社会人口学数据,并使用描述性统计进行分析。临床严重程度通过应用特定的预后模型来估计。统计分析包括相关性、线性回归和中介分析。结果:临床严重程度与抑郁症状显著相关,而COVID-19大流行的感知创伤影响与焦虑、特定应对策略(社会支持、回避和宗教信仰)的使用以及对心理支持的更开放程度密切相关。中介分析表明,IES-R在主观疾病知觉与焦虑之间起中介作用。结论:在大流行期间,BM患者的抑郁症状主要与其特定的临床状况有关,而与焦虑相关的症状主要与大流行相关的创伤经历有关。无论疾病的严重程度如何,大流行病的心理影响都影响到应对战略和支持请求。这些发现强调了关注患者经验和临床状况的心理肿瘤支持的重要性。
{"title":"Psychosocial impact of COVID-19 pandemic on patients with solid malignancies and bone metastases (PsyCO-B): a multicentre prospective observational study","authors":"Paolo Taurisano ,&nbsp;Ester Cornacchia ,&nbsp;Maria Fara De Caro ,&nbsp;Vittorio Fusco ,&nbsp;Toni Ibrahim ,&nbsp;Anna Ragno ,&nbsp;Francesco Salonne ,&nbsp;Giulia Paparella ,&nbsp;Marta Betti ,&nbsp;Serena Penpa ,&nbsp;Maura Rossi ,&nbsp;Rossella Hakim ,&nbsp;Michela Pierini ,&nbsp;Camillo Porta ,&nbsp;Stella D’Oronzo","doi":"10.1016/j.jbo.2026.100744","DOIUrl":"10.1016/j.jbo.2026.100744","url":null,"abstract":"<div><h3>Background</h3><div>COVID-19 pandemic dramatically changed our daily habits. Patients with cancer, particularly those with bone metastases (BM), were among the most concerned individuals, due to both their clinical condition and social distancing.</div></div><div><h3>Objectives</h3><div>This study aimed to explore psychosocial effects of the pandemic on patients with BM, investigating the role of clinical severity, psychological symptoms, coping strategies, and perceived traumatic impact.</div></div><div><h3>Methods</h3><div>Six questionnaires were administered to patients with BM from three Institutions: Hospital Anxiety-Depression Scale, WHO Quality of Life-BREF, Attitude Toward Seeking Professional Psychological Help, Brief Illness Perception Questionnaire, Brief COPE, and Impact Event Scale-Revised (IES-R). Clinical, pathological, and socio-demographic data were collected and analyzed using descriptive statistics. Clinical severity was estimated by applying a specific prognostic model. Statistical analyses included correlations, linear regressions and mediation analyses.</div></div><div><h3>Results</h3><div>Clinical severity was significantly associated with depressive symptoms whereas the perceived traumatic impact of the COVID-19 pandemic was strongly associated with anxiety, the use of specific coping strategies (social support, avoidance and religiosity) and greater openness to psychological support. Mediation analysis showed that the IES-R mediates the relationship between subjective perception of illness and anxiety.</div></div><div><h3>Conclusions</h3><div>During the pandemic, depressive symptoms in patients with BM were mainly related to their specific clinical condition, whereas those associated with anxiety were mostly due to the experience of pandemic-associated trauma. The psychological impact of the pandemic influenced coping strategies and the request for support, regardless of the disease severity. These findings highlight the importance of psycho-oncological support focused on the patient’s experience and clinical condition.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"57 ","pages":"Article 100744"},"PeriodicalIF":3.5,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146167723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clinically aligned whole-body MRI segmentation of skeletal metastases via Supervised Anatomical Pretraining 通过监督解剖预训练的骨骼转移的临床对齐全身MRI分割
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2026-04-01 Epub Date: 2026-01-28 DOI: 10.1016/j.jbo.2026.100745
Joris Wuts , Jakub Ceranka , Nicolas Michoux , Frédéric Lecouvet , Jef Vandemeulebroucke
In oncology practice, response assessment of metastatic disease requires reliable and reproducible quantification of measurable metastatic burden. Manual identification, segmentation, and volumetry of all lesions is labor-intensive and variable, limiting routine clinical adoption. An automated approach is therefore needed. Segmenting metastatic bone disease (MBD) on whole-body MRI (WB-MRI) is challenging because of the heterogeneous appearance and anatomical distribution of lesions, ambiguous boundaries, and the low volumetric prevalence of metastatic deposits within the body. Training robust machine learning models for this task requires large, well-annotated datasets that capture lesion variability. However, assembling such datasets demands substantial expert time and is prone to annotation error. Although self-supervised learning (SSL) can take advantage of large unlabeled datasets, the learned representations tend to remain generic and may miss the subtle anatomical and pathological features essential for accurate lesion detection.
In this work, we propose a Supervised Anatomical Pretraining (SAP) method that learns from a limited dataset of anatomical labels. First, an MRI-based skeletal segmentation model is developed and trained on WB-MRI scans from healthy individuals for high-quality skeletal delineation. Then, we compare its downstream efficacy in segmenting MBD on a cohort of 40 patients with metastatic prostate cancer, against a randomly initialized baseline and a state-of-the-art self-supervised method.
SAP significantly outperforms both the Baseline and SSL-pretrained models achieving a normalized surface Dice of 0.78 and a Dice coefficient of 0.66. The method achieved a lesion detection F2 score of 0.45, improving on 0.26 (Baseline) and 0.31 (SSL). When considering only clinically relevant lesions larger than 1 mL, SAP achieves a mean lesion level sensitivity of 0.89 at 0.46 false positives per exam, supporting reliable follow-up and treatment-response assessment.
Learning bone morphology from anatomy yields an effective and domain-relevant inductive bias that can be leveraged for the downstream segmentation task of bone lesions. These results highlight SAP’s clinical utility for standardized, high-sensitivity WB-MRI monitoring of skeletal metastases in routine bone oncology practice. All code and models are made publicly available.
在肿瘤学实践中,转移性疾病的反应评估需要可靠和可重复的可测量转移性负担的量化。人工识别、分割和测量所有病变的体积是劳动密集型和可变的,限制了常规临床应用。因此需要一种自动化的方法。在全身MRI (WB-MRI)上分割转移性骨病(MBD)是具有挑战性的,因为病变的异质外观和解剖分布,边界模糊,以及体内转移性沉积物的低体积患病率。为这项任务训练健壮的机器学习模型需要大量的、注释良好的数据集,以捕获病变的可变性。然而,组装这样的数据集需要大量的专家时间,并且容易出现注释错误。尽管自监督学习(SSL)可以利用大量未标记的数据集,但学习到的表示往往保持一般性,可能会错过准确检测病变所必需的微妙解剖和病理特征。在这项工作中,我们提出了一种监督解剖预训练(SAP)方法,该方法从有限的解剖标签数据集中学习。首先,开发了基于mri的骨骼分割模型,并对健康个体的WB-MRI扫描进行了训练,以获得高质量的骨骼描绘。然后,我们比较了其对40例转移性前列腺癌患者进行MBD分段的下游疗效,对照随机初始化基线和最先进的自我监督方法。SAP显著优于Baseline和ssl预训练模型,实现了0.78的归一化表面Dice和0.66的Dice系数。该方法的病灶检测F2评分为0.45,较基线(0.26)和SSL(0.31)有所提高。当仅考虑大于1ml的临床相关病变时,SAP的平均病变水平敏感性为0.89,每次检查0.46个假阳性,支持可靠的随访和治疗反应评估。从解剖学中学习骨形态可以产生有效的和领域相关的归纳偏差,可以用于骨病变的下游分割任务。这些结果突出了SAP在常规骨肿瘤学实践中对骨骼转移进行标准化、高灵敏度WB-MRI监测的临床应用。所有的代码和模型都是公开的。
{"title":"Clinically aligned whole-body MRI segmentation of skeletal metastases via Supervised Anatomical Pretraining","authors":"Joris Wuts ,&nbsp;Jakub Ceranka ,&nbsp;Nicolas Michoux ,&nbsp;Frédéric Lecouvet ,&nbsp;Jef Vandemeulebroucke","doi":"10.1016/j.jbo.2026.100745","DOIUrl":"10.1016/j.jbo.2026.100745","url":null,"abstract":"<div><div>In oncology practice, response assessment of metastatic disease requires reliable and reproducible quantification of measurable metastatic burden. Manual identification, segmentation, and volumetry of all lesions is labor-intensive and variable, limiting routine clinical adoption. An automated approach is therefore needed. Segmenting metastatic bone disease (MBD) on whole-body MRI (WB-MRI) is challenging because of the heterogeneous appearance and anatomical distribution of lesions, ambiguous boundaries, and the low volumetric prevalence of metastatic deposits within the body. Training robust machine learning models for this task requires large, well-annotated datasets that capture lesion variability. However, assembling such datasets demands substantial expert time and is prone to annotation error. Although self-supervised learning (SSL) can take advantage of large unlabeled datasets, the learned representations tend to remain generic and may miss the subtle anatomical and pathological features essential for accurate lesion detection.</div><div>In this work, we propose a Supervised Anatomical Pretraining (SAP) method that learns from a limited dataset of anatomical labels. First, an MRI-based skeletal segmentation model is developed and trained on WB-MRI scans from healthy individuals for high-quality skeletal delineation. Then, we compare its downstream efficacy in segmenting MBD on a cohort of 40 patients with metastatic prostate cancer, against a randomly initialized baseline and a state-of-the-art self-supervised method.</div><div>SAP significantly outperforms both the Baseline and SSL-pretrained models achieving a normalized surface Dice of 0.78 and a Dice coefficient of 0.66. The method achieved a lesion detection <span><math><msub><mrow><mi>F</mi></mrow><mrow><mn>2</mn></mrow></msub></math></span> score of 0.45, improving on 0.26 (Baseline) and 0.31 (SSL). When considering only clinically relevant lesions larger than 1 mL, SAP achieves a mean lesion level sensitivity of 0.89 at 0.46 false positives per exam, supporting reliable follow-up and treatment-response assessment.</div><div>Learning bone morphology from anatomy yields an effective and domain-relevant inductive bias that can be leveraged for the downstream segmentation task of bone lesions. These results highlight SAP’s clinical utility for standardized, high-sensitivity WB-MRI monitoring of skeletal metastases in routine bone oncology practice. All code and models are made publicly available.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"57 ","pages":"Article 100745"},"PeriodicalIF":3.5,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146174094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pathological fractures as an adverse prognostic factor in chondrosarcoma: Results of a systematic review, meta-analysis and institutional case series 病理性骨折作为软骨肉瘤的不良预后因素:系统综述、荟萃分析和机构病例系列的结果
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2026-02-01 Epub Date: 2025-12-06 DOI: 10.1016/j.jbo.2025.100735
Julian P. Maier , Ida Peiss , Felix Klingler , Nikos Karvouniaris , Kilian Reising , Hagen Schmal , Georg W. Herget

Background

Pathological fractures are recognized as a potential, adverse prognostic factor in primary bone sarcomas. While some studies suggest higher recurrence rates and reduced survival, robust data specific to chondrosarcoma (CS) remain limited. This study evaluates the prognostic relevance of pathological fractures (PF) in CS patients.

Methods

A systematic review and meta-analysis were conducted according to PRISMA guidelines. Eligible studies included patients with CS of the bone, with comparative groups based on fracture status and oncological outcomes. Study design, quality, and endpoints were assessed, and pooled meta-analysis was conducted. Additionally, clinical data from an institutional cohort was analyzed retrospectively.

Results

Nine studies, with a total of 1,185 patients and 245 PF cases, met the inclusion criteria. Meta-analysis revealed that PF status was significantly associated with inferior survival at 1–5 years (pooled OR 0.40; 95 % CI 0.26–0.62; p < 0.0001). The increased risk of death was particularly evident in dedifferentiated CS (pooled HR 1.96; 95 % CI 1.46–2.63; p < 0.00001). Institutional data supported these findings, that PF was associated with worse overall survival (HR 3.90; 95 % CI 0.69–21.98; p = 0.12) and progression-free survival (HR 3.17; 95 % CI 0.58–17.36; p = 0.18), although significance was limited by sample size.

Conclusions

Pathological fractures entail a significantly adverse prognosis in chondrosarcoma, particularly in high-grade and dedifferentiated subtypes and within the first 5 years of follow-up. Our institutional data corroborates meta-analysis findings. These results underscore the importance of personalized surgical management and intensive outcome monitoring for CS patients presenting with PF.
病理性骨折被认为是原发性骨肉瘤潜在的不良预后因素。虽然一些研究表明更高的复发率和降低的生存率,但软骨肉瘤(CS)特异性的可靠数据仍然有限。本研究评估了CS患者病理性骨折(PF)与预后的相关性。方法根据PRISMA指南进行系统评价和meta分析。符合条件的研究包括骨CS患者,并根据骨折状态和肿瘤预后进行比较。对研究设计、质量和终点进行了评估,并进行了汇总荟萃分析。此外,回顾性分析了来自机构队列的临床数据。结果9项研究共纳入1185例患者和245例PF,符合纳入标准。荟萃分析显示,PF状态与1-5年的不良生存率显著相关(合并OR 0.40; 95% CI 0.26-0.62; p < 0.0001)。去分化CS的死亡风险增加尤为明显(总危险度1.96;95% CI 1.46-2.63; p < 0.00001)。机构数据支持这些发现,尽管受样本量限制,但PF与较差的总生存期(HR 3.90; 95% CI 0.69-21.98; p = 0.12)和无进展生存期(HR 3.17; 95% CI 0.58-17.36; p = 0.18)相关。结论病理性骨折对软骨肉瘤的预后有明显的不良影响,特别是在高级别和去分化亚型以及前5年的随访中。我们的机构数据证实了meta分析的结果。这些结果强调了个性化手术管理和强化预后监测对伴有PF的CS患者的重要性。
{"title":"Pathological fractures as an adverse prognostic factor in chondrosarcoma: Results of a systematic review, meta-analysis and institutional case series","authors":"Julian P. Maier ,&nbsp;Ida Peiss ,&nbsp;Felix Klingler ,&nbsp;Nikos Karvouniaris ,&nbsp;Kilian Reising ,&nbsp;Hagen Schmal ,&nbsp;Georg W. Herget","doi":"10.1016/j.jbo.2025.100735","DOIUrl":"10.1016/j.jbo.2025.100735","url":null,"abstract":"<div><h3>Background</h3><div>Pathological fractures are recognized as a potential, adverse prognostic factor in primary bone sarcomas. While some studies suggest higher recurrence rates and reduced survival, robust data specific to chondrosarcoma (CS) remain limited. This study evaluates the prognostic relevance of pathological fractures (PF) in CS patients.</div></div><div><h3>Methods</h3><div>A systematic review and <em>meta</em>-analysis were conducted according to PRISMA guidelines. Eligible studies included patients with CS of the bone, with comparative groups based on fracture status and oncological outcomes. Study design, quality, and endpoints were assessed, and pooled <em>meta</em>-analysis was conducted. Additionally, clinical data from an institutional cohort was analyzed retrospectively.</div></div><div><h3>Results</h3><div>Nine studies, with a total of 1,185 patients and 245 PF cases, met the inclusion criteria. Meta-analysis revealed that PF status was significantly associated with inferior survival at 1–5 years (pooled OR 0.40; 95 % CI 0.26–0.62; p &lt; 0.0001). The increased risk of death was particularly evident in dedifferentiated CS (pooled HR 1.96; 95 % CI 1.46–2.63; p &lt; 0.00001). Institutional data supported these findings, that PF was associated with worse overall survival (HR 3.90; 95 % CI 0.69–21.98; p = 0.12) and progression-free survival (HR 3.17; 95 % CI 0.58–17.36; p = 0.18), although significance was limited by sample size.</div></div><div><h3>Conclusions</h3><div>Pathological fractures entail a significantly adverse prognosis in chondrosarcoma, particularly in high-grade and dedifferentiated subtypes and within the first 5 years of follow-up. Our institutional data corroborates <em>meta</em>-analysis findings. These results underscore the importance of personalized surgical management and intensive outcome monitoring for CS patients presenting with PF.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"56 ","pages":"Article 100735"},"PeriodicalIF":3.5,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145698199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Bone Oncology
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