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Development and validation of prognostic models for bone metastasis in Non-Small cell lung cancer based on Machine learning algorithms 基于机器学习算法的非小细胞肺癌骨转移预后模型的建立和验证
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2025-10-04 DOI: 10.1016/j.jbo.2025.100716
Jiabin Fang , Xiaojie Yang , Lingfeng Chen , Liuying Hong , Yingqiu He , Ji Huang , Jie Lin , Nengluan Xu , Hongru Li

Background

Bone is a common site of metastasis in non-small cell lung cancer (NSCLC), yet no validated prognostic model is currently available for patients presenting with bone metastases at diagnosis.

Methods

We retrospectively reviewed 1,299 NSCLC patients who underwent high-throughput sequencing between 2016 and 2023. Of these, 195 were diagnosed with bone metastases at presentation. Three machine learning algorithms were applied to identify prognostic variables. A nomogram constructed with Cox regression was used to predict overall survival (OS) and was internally validated with 1,000 bootstrap resamples.

Results

Four independent prognostic factors were identified, including age, serum calcium, monocyte-to-albumin ratio, and prognostic nutritional index. The nomogram demonstrated strong predictive performance, with areas under the curve (AUCs) of 86.53%, 78.32%, and 77.85% for 6-month, 1-year, and 2-year OS, respectively. Calibration plots showed excellent agreement between predicted and observed survival outcomes.

Conclusion

This validated nomogram provides a practical and individualized tool for predicting survival in NSCLC patients with bone metastases at diagnosis, supporting risk stratification and clinical practice.
骨是非小细胞肺癌(NSCLC)中常见的转移部位,但目前尚无有效的预后模型用于诊断时出现骨转移的患者。方法回顾性分析了2016年至2023年间接受高通量测序的1299例非小细胞肺癌患者。其中,195人在就诊时被诊断为骨转移。应用三种机器学习算法来识别预测变量。采用Cox回归构建的nomogram来预测总生存期(OS),并在1000个bootstrap样本中进行内部验证。结果确定了4个独立的预后因素,包括年龄、血钙、单核细胞/白蛋白比和预后营养指数。nomogram具有较强的预测能力,6个月、1年和2年OS的曲线下面积(auc)分别为86.53%、78.32%和77.85%。校正图显示预测和观察到的生存结果非常一致。结论:经验证的nomogram骨转移图为预测骨转移NSCLC患者的生存提供了一种实用且个性化的工具,支持风险分层和临床实践。
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引用次数: 0
Assessing the mechanism of osteosarcoma induced by long-term PET exposure: prediction from combined network toxicology, machine learning and molecular docking 评估PET长期暴露诱发骨肉瘤的机制:基于网络毒理学、机器学习和分子对接的联合预测
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2025-09-22 DOI: 10.1016/j.jbo.2025.100714
Yu Qiao , Fahu Yuan , Anna Curto-Vilalta , Rüdiger von Eisenhart-Rothe , Florian Hinterwimmer

Objective

Polyethylene terephthalate (PET) has emerged as a focal point in addressing global pollution and a critical environmental issue due to its potential health hazards. However, its role in the pathogenesis of osteosarcoma (OS) and the underlying molecular mechanisms remain largely unexplored, further highlighting the necessity of assessing its molecular toxicity.

Methods

This study integrated network toxicology, machine learning, molecular docking, and CIBERSORT-based immune infiltration analysis to systematically investigate the potential impact of PET exposure on contracting OS, elucidating its biological functions, signaling mechanisms, and immune microenvironment. Molecular docking was further applied to characterize the binding properties of PET with hub proteins, and potential therapeutic agents for OS were predicted.

Results

We identified 12 potential key targets of OS associated with PET exposure and, through machine learning models, selected six hub genes (i.e., BCAT1, CDK4, CSF1R, CXCR4, MYB, and PRTN3). Gene Ontology (GO) and kyoto encyclopedia of genes and genomes (KEGG) analyses were conducted to elucidate the roles of these genes in biological processes, cellular components, molecular functions, and signaling pathways. Molecular docking results revealed that PET exhibits high specificity in binding to these hub genes, particularly by interacting with CSF1R (−8.312 kcal/mol), potentially activating the PI3K-Akt signaling pathway and modulating the OS immune microenvironment to promote tumor progression through multiple mechanisms. Furthermore, drug prediction analysis identified p-Benzoquinone and JNK-9L as potential therapeutic candidates for OS.

Conclusion

This study reveals that PET may play a critical role in OS development by regulating hub genes and signaling pathways. Molecular docking analysis demonstrates that PET can tightly bind to specific target proteins, suggesting a potential molecular mechanism underlying OS progression. These findings provide a scientific basis for further evaluating PET-related health risks and offer theoretical support for the development of future prevention and treatment strategies.
目的聚对苯二甲酸乙二醇酯(PET)因其潜在的健康危害已成为解决全球污染和关键环境问题的焦点。然而,其在骨肉瘤(OS)发病机制中的作用及其潜在的分子机制在很大程度上仍未被探索,进一步强调了评估其分子毒性的必要性。方法采用网络毒理学、机器学习、分子对接、基于cibersort的免疫浸润分析等方法,系统研究PET暴露对感染OS的潜在影响,阐明其生物学功能、信号机制和免疫微环境。分子对接进一步表征PET与枢纽蛋白的结合特性,并预测潜在的OS治疗剂。我们确定了与PET暴露相关的12个潜在的OS关键靶点,并通过机器学习模型选择了6个中心基因(即BCAT1、CDK4、CSF1R、CXCR4、MYB和PRTN3)。通过基因本体(GO)和京都基因与基因组百科全书(KEGG)分析,阐明了这些基因在生物过程、细胞成分、分子功能和信号通路中的作用。分子对接结果显示,PET与这些枢纽基因的结合具有很高的特异性,特别是通过与CSF1R的相互作用(−8.312 kcal/mol),可能激活PI3K-Akt信号通路,调节OS免疫微环境,通过多种机制促进肿瘤进展。此外,药物预测分析确定对苯醌和JNK-9L是OS的潜在治疗候选者。结论PET可能通过调控中枢基因和信号通路在OS发育中发挥重要作用。分子对接分析表明,PET可以与特异性靶蛋白紧密结合,提示OS进展的潜在分子机制。这些发现为进一步评价pet相关健康风险提供了科学依据,并为今后制定防治策略提供了理论支持。
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引用次数: 0
Alteration of bone architecture following androgen deprivation therapy in patients with prostate cancer using 3D-modeling from hip DXA 前列腺癌患者雄激素剥夺治疗后骨结构的改变使用髋关节DXA 3d建模
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2025-09-21 DOI: 10.1016/j.jbo.2025.100713
Ji Yong Park , A Ram Hong , Jee Hee Yoon , Hee Kyung Kim , Ho-Cheol Kang , Seung Il Jung , Dongdeuk Kwon , Eu Chang Hwang

Introduction

Androgen deprivation therapy (ADT) for prostate cancer negatively affect areal bone mineral density (aBMD); however, its impact on volumetric BMD (vBMD) and bone geometry remains underexplored. This study aimed to evaluate changes in aBMD, vBMD, and hip structural analysis (HSA) following one year of ADT.

Materials and methods

This retrospective observational study included 41 patients with prostate cancer without bone metastasis who received ADT for one year and underwent dual-energy X-ray absorptiometry (DXA) both before and after treatment. In addition to aBMD, trabecular and cortical vBMD, integral vBMD (trabecular + cortical), cortical surface BMD (sBMD), cortical thickness, and hip structural parameters were assessed at the hip using 3D-Shaper software.

Results

The mean age and body mass index of the patients were 75.5 ± 6.8 years and 24.0 ± 3.0 kg/m2, respectively. More than half had a Gleason score of 4 or 5, and the majority had T3 disease. After one year of ADT, significant reductions in aBMD were observed at the lumbar spine (–4.5 ± 4.0 %, P < 0.001) and total hip (–3.7 ± 5.1 %, P < 0.001). 3D-DXA analysis revealed significant declines in integral vBMD (–3.8 ± 3.9 %) and trabecular vBMD (–4.9 ± 7.4 %) (both P < 0.001), while cortical vBMD showed no significant change (–1.6 ± 6.0 %, P = 0.062) at the total hip. Cortical sBMD decreased significantly by –2.7 ± 5.2 % (P < 0.001). Cortical thickness also significantly decreased at the total hip (–1.2 ± 3.2 %, P = 0.011). With respect to hip structural parameters, cross-sectional area consistently decreased, and buckling ratio increased across the femoral neck, trochanteric, and shaft regions (all P < 0.05), indicating increased femoral fragility and reduced resistance to axial and compressive forces.

Conclusions

ADT exerts a substantial detrimental effect on bone strength, resulting in reductions in aBMD, vBMD, and alteration of HSA. 3D-DXA may serve as a valuable and accessible tool for detecting structural bone changes in prostate cancer patients undergoing ADT.
前列腺癌雄激素剥夺治疗(ADT)对面骨矿物质密度(aBMD)有负面影响;然而,其对体积骨密度(vBMD)和骨几何形状的影响仍未得到充分研究。本研究旨在评估ADT治疗一年后aBMD、vBMD和髋关节结构分析(HSA)的变化。材料与方法本回顾性观察研究纳入41例接受ADT治疗1年的无骨转移前列腺癌患者,治疗前后均行双能x线吸收仪(DXA)检查。除aBMD外,还使用3D-Shaper软件在髋关节处评估小梁和皮质骨密度、整体骨密度(小梁+皮质)、皮质表面骨密度(sBMD)、皮质厚度和髋关节结构参数。结果患者平均年龄为75.5±6.8岁,体重指数为24.0±3.0 kg/m2。超过一半的患者Gleason评分为4或5分,大多数患者患有T3疾病。ADT治疗一年后,腰椎(-4.5±4.0%,P < 0.001)和全髋关节(-3.7±5.1%,P < 0.001)的aBMD显著降低。3D-DXA分析显示,全髋关节整体vBMD(-3.8±3.9%)和小梁vBMD(-4.9±7.4%)显著下降(P均为0.001),而皮质vBMD无显著变化(-1.6±6.0%,P = 0.062)。皮质sBMD显著下降-2.7±5.2% (P < 0.001)。全髋关节皮质厚度也显著降低(-1.2±3.2%,P = 0.011)。在髋关节结构参数方面,横截面积持续减小,股骨颈、股骨粗隆和股骨轴区域的屈曲率增加(均P <; 0.05),表明股骨易碎性增加,抗轴向力和压缩力降低。结论sadt对骨强度有明显的不利影响,导致aBMD、vBMD降低,HSA改变。3D-DXA可作为一种有价值且易于获取的工具,用于检测接受ADT的前列腺癌患者的骨结构变化。
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引用次数: 0
Osseous invasion in extremity soft-tissue sarcomas: prevalence, diagnosis, and surgical management- A narrative review 四肢软组织肉瘤的骨侵犯:患病率,诊断和手术治疗-叙述回顾
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2025-09-13 DOI: 10.1016/j.jbo.2025.100712
Seyyed Saeed Khabiri , Khalil Kargar Shooroki , Sadegh Saberi , Hamed Naghizadeh

Background

Osseous invasion in extremity soft-tissue sarcomas (STS) occurs in approximately 5–11% of cases and is associated with larger tumor size, higher histologic grade, deeper location, and increased risk of metastasis. Despite its relative rarity, bone invasion is a critical prognostic factor, presenting unique diagnostic and surgical challenges.

Purpose

This review aimed to synthesize current evidence on the prevalence, diagnostic imaging, surgical management, and prognostic impact of osseous invasion in extremity STS and to offer evidence-based recommendations for clinical practice.

Methods

A comprehensive narrative review was conducted using structured searches of PubMed, Embase, and Cochrane Library, focusing on studies reporting original data on extremity STS with bone involvement. The key outcomes included diagnostic accuracy, surgical margins, functional recovery, and survival rates.

Results

Bone invasion significantly predicted poorer overall and disease-free survival, with 5-year survival rates of 27–40% compared to 60–70% in non-invasive cases. MRI remains the imaging modality of choice, although standardized radiological criteria for bone invasion are lacking. En-bloc resection provides reliable local control but carries substantial morbidity. Emerging bone-sparing techniques, such as subperiosteal and hemicortical resections, have demonstrated comparable oncologic outcomes with superior functional results in selected patients.

Conclusions

Bone invasion in extremity STS represents a high-risk tumor subset that warrants individualized multidisciplinary management. While wide resection remains the standard treatment in cases with medullary involvement, selected patients may benefit from function-preserving approaches without compromising oncologic safety. Future research should focus on standardizing the diagnostic criteria, validating conservative surgical strategies, and refining multimodal treatment protocols to optimize outcomes.
背景:肢体软组织肉瘤(STS)的肿瘤侵袭发生率约为5-11%,与较大的肿瘤大小、较高的组织学分级、较深的位置和转移风险增加有关。尽管其相对罕见,骨侵犯是一个关键的预后因素,提出独特的诊断和手术挑战。目的本综述旨在综合目前关于四肢STS骨侵犯的患病率、诊断影像学、手术治疗和预后影响的证据,并为临床实践提供循证建议。方法采用PubMed、Embase和Cochrane图书馆的结构化检索进行综合叙述性综述,重点研究报告四肢STS伴骨受累的原始数据。主要结果包括诊断准确性、手术切缘、功能恢复和生存率。结果骨侵袭显著预示着较差的总生存率和无病生存率,5年生存率为27-40%,而非侵袭性病例为60-70%。MRI仍然是首选的成像方式,尽管缺乏标准化的骨侵犯放射学标准。整体切除提供了可靠的局部控制,但也带来了大量的发病率。新兴的保骨技术,如骨膜下切除术和半皮质切除术,已经在选定的患者中证明了可比较的肿瘤预后和优越的功能结果。结论四肢STS的骨侵犯是一个高风险的肿瘤亚群,需要个性化的多学科治疗。虽然广泛切除仍然是髓质受累病例的标准治疗方法,但某些患者可能受益于功能保留方法而不影响肿瘤安全性。未来的研究应集中在标准化诊断标准,验证保守手术策略,完善多模式治疗方案以优化结果。
{"title":"Osseous invasion in extremity soft-tissue sarcomas: prevalence, diagnosis, and surgical management- A narrative review","authors":"Seyyed Saeed Khabiri ,&nbsp;Khalil Kargar Shooroki ,&nbsp;Sadegh Saberi ,&nbsp;Hamed Naghizadeh","doi":"10.1016/j.jbo.2025.100712","DOIUrl":"10.1016/j.jbo.2025.100712","url":null,"abstract":"<div><h3>Background</h3><div>Osseous invasion in extremity soft-tissue sarcomas (STS) occurs in approximately 5–11% of cases and is associated with larger tumor size, higher histologic grade, deeper location, and increased risk of metastasis. Despite its relative rarity, bone invasion is a critical prognostic factor, presenting unique diagnostic and surgical challenges.</div></div><div><h3>Purpose</h3><div>This review aimed to synthesize current evidence on the prevalence, diagnostic imaging, surgical management, and prognostic impact of osseous invasion in extremity STS and to offer evidence-based recommendations for clinical practice.</div></div><div><h3>Methods</h3><div>A comprehensive narrative review was conducted using structured searches of PubMed, Embase, and Cochrane Library, focusing on studies reporting original data on extremity STS with bone involvement. The key outcomes included diagnostic accuracy, surgical margins, functional recovery, and survival rates.</div></div><div><h3>Results</h3><div>Bone invasion significantly predicted poorer overall and disease-free survival, with 5-year survival rates of 27–40% compared to 60–70% in non-invasive cases. MRI remains the imaging modality of choice, although standardized radiological criteria for bone invasion are lacking. En-bloc resection provides reliable local control but carries substantial morbidity. Emerging bone-sparing techniques, such as subperiosteal and hemicortical resections, have demonstrated comparable oncologic outcomes with superior functional results in selected patients.</div></div><div><h3>Conclusions</h3><div>Bone invasion in extremity STS represents a high-risk tumor subset that warrants individualized multidisciplinary management. While wide resection remains the standard treatment in cases with medullary involvement, selected patients may benefit from function-preserving approaches without compromising oncologic safety. Future research should focus on standardizing the diagnostic criteria, validating conservative surgical strategies, and refining multimodal treatment protocols to optimize outcomes.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"54 ","pages":"Article 100712"},"PeriodicalIF":3.5,"publicationDate":"2025-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145094887","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
Stereotactic body radiotherapy for spine and non-spine bone metastases in prostate carcinoma – a multicenter cohort analysis 立体定向放射治疗前列腺癌脊柱和非脊柱骨转移——一项多中心队列分析
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2025-09-11 DOI: 10.1016/j.jbo.2025.100710
Franziska Nägler , Isabell Seiler , Sebastian Schäfer , Johannes Meents , Fabian Lohaus , Arne Grün , Olaf Wittenstein , Kenneth Klischies , Julia Remmele , Alexander Rühle , Miriam Eckl , Oliver Blanck , Judit Boda-Heggemann , Frank A. Giordano , Christos Moustakis , Nils H. Nicolay , Lena Kästner

Background and purpose

Metastases-directed radiotherapy plays an increasing role in oligometastatic prostate cancers (OMPC). Here, we investigated the role of stereotactic body radiotherapy (SBRT) for spine and non-spine bone metastases (BoM) from prostate cancer in a large real-world multicenter cohort.

Material and methods

This multicenter cohort analysis from five tertiary cancer centers included patient data of spine and non-spine BoM irradiated between 2010 and 2024. Overall survival (OS), progression-free survival (PFS), local recurrence-free survival (LRFS), SBRT target volumes and doses, toxicity, and the role of additional systemic therapies were evaluated retrospectively.

Results

231 patients (341 BoM) with median follow-up time of 28.3 months were included. Most common localization were spine (39.3 %), pelvic bone (31.7 %), and ribs (17.9 %). 1- and 5-year PFS for spine BoM were 93.8 % (95 %CI:84.2–97.6 %) and 32.1 % (95 %CI:16.8–44.4 %) and for non-spine BoM 91.7 % (95 %CI:85.1–95.5 %) and 36.6 % (95 %CI:25.8–47.5 %), respectively. 1- and 5-year OS for spine BoM amounted to 94.2 % (95 %CI:85.3–97.8 %) and 69.2 % (95 %CI:50.2–82.2 %) and for non-spine 100 % and 73.3 % (95 %CI:59.1–83.3 %). Older age (p < 0.005) and additional systemic therapies (p = 0.05) were associated with worse OS, older age and larger treatment volumes with worse PFS (p = 0.04). Toxicities were low, with fracture rates of 0.3 % (acute) and 1.2 % (late).

Conclusion

Bone SBRT for OMPC is an effective treatment with low toxicity and particularly low fracture rates for both spine and non-spine BoM with no difference in outcome based on the localization. Prospective trials will help to identify the patients benefitting most from this approach and to establish standardized SBRT concepts incorporating systemic treatments.
背景与目的转移性放射治疗在少转移性前列腺癌(OMPC)中发挥着越来越重要的作用。在这里,我们研究了立体定向体放疗(SBRT)在前列腺癌脊柱和非脊柱骨转移(BoM)中的作用。材料和方法这项来自五个三级癌症中心的多中心队列分析纳入了2010年至2024年间脊柱和非脊柱BoM辐照的患者数据。回顾性评估总生存期(OS)、无进展生存期(PFS)、局部无复发生存期(LRFS)、SBRT靶体积和剂量、毒性以及其他全身治疗的作用。结果共纳入231例患者(341例),中位随访时间28.3个月。最常见的定位是脊柱(39.3%)、骨盆骨(31.7%)和肋骨(17.9%)。脊柱BoM的1年和5年PFS分别为93.8% (95% CI:84.2 - 97.6%)和32.1% (95% CI:16.8 - 44.4%),非脊柱BoM的PFS分别为91.7% (95% CI:85.1 - 95.5%)和36.6% (95% CI:25.8 - 47.5%)。脊柱BoM的1年和5年OS分别为94.2% (95% CI:85.3 - 97.8%)和69.2% (95% CI:50.2 - 82.2%),非脊柱BoM的1年和5年OS分别为100%和73.3% (95% CI:59.1 - 83.3%)。年龄较大(p < 0.005)和额外的全身治疗(p = 0.05)与较差的OS相关,年龄较大和较大的治疗量与较差的PFS相关(p = 0.04)。毒性较低,骨折率为0.3%(急性)和1.2%(晚期)。结论骨SBRT治疗OMPC是一种低毒性、低骨折率的有效治疗方法,对脊柱和非脊柱BoM的治疗效果无差异。前瞻性试验将有助于确定从这种方法中获益最多的患者,并建立纳入全身治疗的标准化SBRT概念。
{"title":"Stereotactic body radiotherapy for spine and non-spine bone metastases in prostate carcinoma – a multicenter cohort analysis","authors":"Franziska Nägler ,&nbsp;Isabell Seiler ,&nbsp;Sebastian Schäfer ,&nbsp;Johannes Meents ,&nbsp;Fabian Lohaus ,&nbsp;Arne Grün ,&nbsp;Olaf Wittenstein ,&nbsp;Kenneth Klischies ,&nbsp;Julia Remmele ,&nbsp;Alexander Rühle ,&nbsp;Miriam Eckl ,&nbsp;Oliver Blanck ,&nbsp;Judit Boda-Heggemann ,&nbsp;Frank A. Giordano ,&nbsp;Christos Moustakis ,&nbsp;Nils H. Nicolay ,&nbsp;Lena Kästner","doi":"10.1016/j.jbo.2025.100710","DOIUrl":"10.1016/j.jbo.2025.100710","url":null,"abstract":"<div><h3>Background and purpose</h3><div>Metastases-directed radiotherapy plays an increasing role in oligometastatic prostate cancers (OMPC). Here, we investigated the role of stereotactic body radiotherapy (SBRT) for spine and non-spine bone metastases (BoM) from prostate cancer in a large real-world multicenter cohort.</div></div><div><h3>Material and methods</h3><div>This multicenter cohort analysis from five tertiary cancer centers included patient data of spine and non-spine BoM irradiated between 2010 and 2024. Overall survival (OS), progression-free survival (PFS), local recurrence-free survival (LRFS), SBRT target volumes and doses, toxicity, and the role of additional systemic therapies were evaluated retrospectively.</div></div><div><h3>Results</h3><div>231 patients (341 BoM) with median follow-up time of 28.3 months were included. Most common localization were spine (39.3 %), pelvic bone (31.7 %), and ribs (17.9 %). 1- and 5-year PFS for spine BoM were 93.8 % (95 %CI:84.2–97.6 %) and 32.1 % (95 %CI:16.8–44.4 %) and for non-spine BoM 91.7 % (95 %CI:85.1–95.5 %) and 36.6 % (95 %CI:25.8–47.5 %), respectively. 1- and 5-year OS for spine BoM amounted to 94.2 % (95 %CI:85.3–97.8 %) and 69.2 % (95 %CI:50.2–82.2 %) and for non-spine 100 % and 73.3 % (95 %CI:59.1–83.3 %). Older age (p &lt; 0.005) and additional systemic therapies (p = 0.05) were associated with worse OS, older age and larger treatment volumes with worse PFS (p = 0.04). Toxicities were low, with fracture rates of 0.3 % (acute) and 1.2 % (late).</div></div><div><h3>Conclusion</h3><div>Bone SBRT for OMPC is an effective treatment with low toxicity and particularly low fracture rates for both spine and non-spine BoM with no difference in outcome based on the localization. Prospective trials will help to identify the patients benefitting most from this approach and to establish standardized SBRT concepts incorporating systemic treatments.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"54 ","pages":"Article 100710"},"PeriodicalIF":3.5,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145094886","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
Metastatic bone disease in proximal femur. Outcome of surgical treatments. − Do we know what to do? 股骨近端转移性骨病。手术治疗的结果。−我们知道该怎么做吗?
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2025-09-06 DOI: 10.1016/j.jbo.2025.100711
K. Kilk , G. Kask , J. Nieminen , M.K. Laitinen

Background

Skeletal metastases related pathological fracture reconstruction methods in proximal femur range from osteosynthesis to tumor prostheses with acetabular reconstruction, depending on lesion size and location. This retrospective study, of 299 patients surgically treated for proximal femur metastases, investigates implant survival, complications, and functional outcomes of various surgical strategies for treating pathological fractures of the proximal femur.

Patients and methods

This retrospective study of 299 patients surgically treated for proximal femur metastases, investigates implant survival (Kaplan–Meier), complications, and functional outcomes of different surgical strategies. The chi-test and Mann-Witney U test were used for analysis between groups. The subdistribution Hazard Ratio (SHR) of the role of factors affecting implant survival was calculated using competing risk analysis.

Results

Reconstruction methods comprised osteosynthesis (n = 59), hemiarthroplasty (n = 72), total hip replacement (THA) (n = 43), and endoprosthetic replacement (EPR) either with or without acetabular component (n = 125). The precise location and size of the metastases was evaluated. The mean implant survival was 17 months (SD 21.2). Complications occurred in 33 patients, 20 required revision surgery. In prosthesis patients, infections and dislocations were the main complications, while mechanical failure predominated in the osteosynthesis group. Mean implant failure time was 11 months, shortest in THA and osteosynthesis. Functional outcomes in 38 patients showed a mean Oxford Hip Score (OHS) of 33, with no significant differences across methods.

Interpretation

Patient survival is a critical factor in selecting the appropriate reconstruction method for trochanteric metastatic lesions. Osteosynthesis is suitable for patients with a limited life expectancy. In cases of metastases involving the head-neck anatomical region, arthroplasty with acetabular reconstruction offers no advantage over hemiarthroplasty. With our data there was no statistical difference in functional outcome between different surgical methods.
背景:股骨近端骨转移相关的病理性骨折重建方法,根据病变的大小和位置,从骨融合术到髋臼重建的肿瘤假体不等。本回顾性研究纳入299例手术治疗股骨近端转移的患者,调查了治疗病理性股骨近端骨折的各种手术策略的植入物存活、并发症和功能结果。患者和方法本研究对299例股骨近端转移手术患者进行回顾性研究,调查不同手术策略的植入物存活(Kaplan-Meier)、并发症和功能结果。组间分析采用chi检验和Mann-Witney U检验。采用竞争风险分析计算影响种植体存活因素作用的亚分布风险比(SHR)。结果重建方法包括骨融合术(n = 59),半关节置换术(n = 72),全髋关节置换术(n = 43)和假体内置换术(n = 125),有或无髋臼假体(n = 125)。评估转移的精确位置和大小。种植体平均存活17个月(SD 21.2)。33例出现并发症,20例需要翻修手术。在假体患者中,感染和脱位是主要的并发症,而骨融合术组以机械故障为主。平均植入失败时间为11个月,THA和骨融合术最短。38例患者的功能结果显示牛津髋关节评分(OHS)平均为33,不同方法间无显著差异。解释:在选择合适的粗隆转移性病变重建方法时,患者的生存是一个关键因素。骨融合术适用于寿命有限的患者。在涉及头颈解剖区域的转移病例中,髋臼重建的关节置换术与半关节置换术相比没有优势。根据我们的数据,不同手术方式在功能结局上没有统计学差异。
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引用次数: 0
Modified OPTIModel with oligometastatic disease for the prediction of overall survival of patients with renal cell cancer and symptomatic long bone metastases 改良的OPTIModel伴少转移性疾病预测肾细胞癌伴症状性长骨转移患者总生存期
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2025-09-02 DOI: 10.1016/j.jbo.2025.100709
E.W. Dootjes , J.J. Willeumier , C.W.P.G. van der Wal , R.J.P. van der Wal , P. van der Zwaal , A. Leithner , A.A.M. van der Veldt , M. Fiocco , D.L.M. van Broekhoven , Y.M. van der Linden

Aims

For patients with long bone metastasis (LBM), we have previously developed OPTIModel. In this study, we investigated whether the OPTIModel could be improved for patients with metastatic renal cell cancer (mRCC) by including oligometastatic bone metastases (OBM) as a risk factor.

Methods

Patients with mRCC and symptomatic LBMs were included in a retrospective and prospective multicenter cohort. Bone metastases (BMs) were categorized as: solitary (SBM), limited BMs (2–4 BMs) or diffuse BMs (DBM; >4 BMs). OBM were defined as ≤ 4 BMs. Overall survival was estimated using Kaplan Meier method. Effect of risk factors on overall survival were assessed using multivariate Cox regression model. Based on these results, the OPTIModel was modified. To assess the discriminatory ability, Harrell’s C-statistic was used.

Results

178 patients were included. Overall, median overall survival was 12.1 months (95 % confidence interval (CI): 8.8–15.3). Median survival for SBM (n = 53, 29.8 %), limited BMs (n = 60, 33.7 %) and DBMs (n = 65, 36.5 %) was 19.6 months (95 %CI: 6.8–32.4), 14.8 months (95 %CI: 7.6–21.9) and 6.1 months (95 %CI: 2.7–9.5), respectively. Median survival was 16.3 months (95 %CI: 10.6–22.0) in patients with OBM (n = 113, 63.5 %), with a hazard ratio of 2.11 (95 %CI: 1.44–3.09) compared to patients with DBM. Including OBM in the OPTIModel for mRCC improved C-statistic from 0.585 (standard error (SE) = 0.027) to 0.618 (SE = 0.024).

Conclusion

Both SBM and limited BMs were associated with a longer overall survival in patients with mRCC and symptomatic LBMs. The modified OPTIModel for mRCC with inclusion of oligometastatic disease could guide decisions about local treatment of symptomatic LBMs.
针对长骨转移(LBM)患者,我们已经建立了OPTIModel。在这项研究中,我们研究了将低转移性骨转移(OBM)作为一个危险因素是否可以改善转移性肾细胞癌(mRCC)患者的OPTIModel。方法将mRCC和症状性lbm患者纳入回顾性和前瞻性多中心队列。骨转移(BMs)分为:孤立性(SBM)、局限性转移(2-4个BMs)或弥漫性转移(DBM; >;4个BMs)。OBM定义为≤4个BMs。用Kaplan Meier法估计总生存期。采用多因素Cox回归模型评估危险因素对总生存率的影响。基于这些结果,对OPTIModel进行了修正。采用Harrell’s c统计量来评估区分能力。结果共纳入178例患者。总体而言,中位总生存期为12.1个月(95%置信区间(CI): 8.8-15.3)。SBM (n = 53, 29.8%)、有限bm (n = 60, 33.7%)和DBMs (n = 65, 36.5%)的中位生存期分别为19.6个月(95% CI: 6.8-32.4)、14.8个月(95% CI: 7.6-21.9)和6.1个月(95% CI: 2.7-9.5)。OBM患者(n = 113, 63.5%)的中位生存期为16.3个月(95% CI: 10.6-22.0),与DBM患者相比,风险比为2.11 (95% CI: 1.44-3.09)。在mRCC的OPTIModel中加入OBM将c -统计量从0.585(标准误差(SE) = 0.027)提高到0.618 (SE = 0.024)。结论在mRCC和有症状的lbm患者中,SBM和有限bm都与更长的总生存期相关。包含少转移性疾病的mRCC的改进OPTIModel可以指导有症状lbm的局部治疗决策。
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引用次数: 0
Comprehensive analysis of cancer and non-cancer mortality in patients with bone metastases: A population-based study 骨转移患者癌症和非癌症死亡率的综合分析:一项基于人群的研究
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2025-08-18 DOI: 10.1016/j.jbo.2025.100708
Xia Yan , Hongyu Liu , Xueqi Bai , Jin Xu , Xiaojun Lou , Lai Wang

Purpose

To characterize causes of death in patients with bone metastases and to support data-driven approaches to survivorship planning and clinical decision-making in this population.

Methods

Using data from the SEER registry (2010–2021), we identified 186,404 patients with newly diagnosed bone metastases. Causes of death were classified as related to the cancer-specific, non-cancer, or subsequent cancer. Standardized mortality ratios (SMRs) were calculated to assess excess non-cancer mortality relative to the general population.

Results

During follow-up, 133,393 patients (71.5 %) died from the primary cancer, 11,062 (5.9 %) from non-cancer causes, and 929 (0.5 %) from other malignancies. Although cancer remained the predominant cause of death, non-cancer mortality increased over time (from 6.3 % in 2010 to 9.5 % in 2021). Cardiovascular disease, COPD, and cerebrovascular events were the most common non-cancer causes. The greatest excess mortality was observed for HIV-related infection conditions (SMR: 13.24), septicemia (10.60), suicide (6.68), and pneumonia/influenza (6.04).

Conclusion

Non-cancer mortality is an increasingly important contributor to death among patients with bone metastases, underscoring the need for targeted prevention strategies for infections, cardiovascular disease, and other avoidable causes in this vulnerable population.
目的分析骨转移患者的死亡原因,并为该人群的生存规划和临床决策提供数据驱动的方法。方法:使用SEER登记(2010-2021)的数据,我们确定了186404例新诊断的骨转移患者。死亡原因分为癌症特异性、非癌症和继发癌症。计算标准化死亡率(SMRs)以评估相对于一般人群的超额非癌症死亡率。结果随访期间,133393例(71.5%)患者死于原发肿瘤,11062例(5.9%)患者死于非癌性原因,929例(0.5%)患者死于其他恶性肿瘤。虽然癌症仍然是主要死亡原因,但非癌症死亡率随着时间的推移而增加(从2010年的6.3%增加到2021年的9.5%)。心血管疾病、慢性阻塞性肺病和脑血管事件是最常见的非癌症原因。hiv相关感染(SMR: 13.24)、败血症(10.60)、自杀(6.68)和肺炎/流感(6.04)的超额死亡率最高。结论:非癌症死亡率是骨转移患者死亡的一个日益重要的因素,这强调了在这一脆弱人群中有针对性地预防感染、心血管疾病和其他可避免原因的必要性。
{"title":"Comprehensive analysis of cancer and non-cancer mortality in patients with bone metastases: A population-based study","authors":"Xia Yan ,&nbsp;Hongyu Liu ,&nbsp;Xueqi Bai ,&nbsp;Jin Xu ,&nbsp;Xiaojun Lou ,&nbsp;Lai Wang","doi":"10.1016/j.jbo.2025.100708","DOIUrl":"10.1016/j.jbo.2025.100708","url":null,"abstract":"<div><h3>Purpose</h3><div>To characterize causes of death in patients with bone metastases and to support data-driven approaches to survivorship planning and clinical decision-making in this population.</div></div><div><h3>Methods</h3><div>Using data from the SEER registry (2010–2021), we identified 186,404 patients with newly diagnosed bone metastases. Causes of death were classified as related to the cancer-specific, non-cancer, or subsequent cancer. Standardized mortality ratios (SMRs) were calculated to assess excess non-cancer mortality relative to the general population.</div></div><div><h3>Results</h3><div>During follow-up, 133,393 patients (71.5 %) died from the primary cancer, 11,062 (5.9 %) from non-cancer causes, and 929 (0.5 %) from other malignancies. Although cancer remained the predominant cause of death, non-cancer mortality increased over time (from 6.3 % in 2010 to 9.5 % in 2021). Cardiovascular disease, COPD, and cerebrovascular events were the most common non-cancer causes. The greatest excess mortality was observed for HIV-related infection conditions (SMR: 13.24), septicemia (10.60), suicide (6.68), and pneumonia/influenza (6.04).</div></div><div><h3>Conclusion</h3><div>Non-cancer mortality is an increasingly important contributor to death among patients with bone metastases, underscoring the need for targeted prevention strategies for infections, cardiovascular disease, and other avoidable causes in this vulnerable population.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"54 ","pages":"Article 100708"},"PeriodicalIF":3.5,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144886742","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
Social determinants are associated with clinical presentation of acute pathological fracture in metastatic long-bone disease 社会决定因素与转移性长骨疾病急性病理性骨折的临床表现有关
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2025-08-05 DOI: 10.1016/j.jbo.2025.100707
Tom M. de Groot , Lotte R. van der Linden , Angad D.S. Bedi , Andreea A. Lucaciu , Caleb C. Jang , Olivier Q. Groot , Job N. Doornberg , Paul C. Jutte , Santiago A. Lozano-Calderon , J.H. Schwab

Background

Social Determinants of Health (SDOH) are non-medical factors that influence health, which have gained recognition across medical disciplines. Their impact on survival and disease presentation of patients with metastatic bone disease (MBD) remains unexplored.

Methods

This retrospective observational study included 712 undergoing surgery for symptomatic long-bone metastases patients between 2013 and 2022. SDOH were evaluated using Cox Proportional hazards regression for post-operative survival. A multivariate logistic regression analysis was performed to identify associated factors for clinical presentation with a completed pathologic fracture.

Results

The median overall survival was 264 days (IQR 74–772). Clinical presentation with a pathologic fracture as the initial symptom of metastatic bone disease (MBD) was observed in 15 % of patients (106/712).
SDOH factors played a significant role in clinical presentation. Patients with secondary insurance coverage were substantially less likely to present with a pathologic fracture (OR 0.26, 95 % CI 0.14–0.49; p < 0.01). In a sub-analysis of the most common tumors (breast, renal, and lung cancer patients; n = 353), attending college was associated with a significantly lower likelihood of presenting with a pathologic fracture as the initial symptom of metastatic bone disease (OR 0.54, 95 % CI 0.30–0.95; p = 0.03)

Conclusion

This study suggests that unfavorable SDOH factors are associated with decreased post-operative survival and a higher likelihood of initial clinical presentation with a completed pathological fracture. Incorporating social determinants into comprehensive care strategies for individuals with MBD may guide targeted interventions and optimize patient management to improve outcomes.
健康的社会决定因素(SDOH)是影响健康的非医学因素,已获得医学学科的认可。它们对转移性骨病(MBD)患者的生存和疾病表现的影响尚不清楚。方法回顾性观察研究纳入2013年至2022年间712例接受手术治疗的有症状的长骨转移患者。采用Cox比例风险回归对SDOH进行术后生存评估。进行多因素logistic回归分析,以确定与完全病理性骨折的临床表现相关的因素。结果中位总生存期为264天(IQR 74-772)。15%的患者(106/712)以病理性骨折为转移性骨病(MBD)的初始症状。SDOH因素在临床表现中起重要作用。二级保险覆盖的患者出现病理性骨折的可能性大大降低(OR 0.26, 95% CI 0.14-0.49;p & lt;0.01)。在最常见肿瘤(乳腺癌、肾癌和肺癌患者)的亚分析中;n = 353),上大学与以病理性骨折为转移性骨病初始症状的可能性显著降低相关(OR 0.54, 95% CI 0.30-0.95;p = 0.03)结论:SDOH不良因素与术后生存率降低有关,其首发临床表现为完全性病理性骨折的可能性较高。将社会决定因素纳入MBD患者的综合护理策略可以指导有针对性的干预措施并优化患者管理以改善结果。
{"title":"Social determinants are associated with clinical presentation of acute pathological fracture in metastatic long-bone disease","authors":"Tom M. de Groot ,&nbsp;Lotte R. van der Linden ,&nbsp;Angad D.S. Bedi ,&nbsp;Andreea A. Lucaciu ,&nbsp;Caleb C. Jang ,&nbsp;Olivier Q. Groot ,&nbsp;Job N. Doornberg ,&nbsp;Paul C. Jutte ,&nbsp;Santiago A. Lozano-Calderon ,&nbsp;J.H. Schwab","doi":"10.1016/j.jbo.2025.100707","DOIUrl":"10.1016/j.jbo.2025.100707","url":null,"abstract":"<div><h3>Background</h3><div>Social Determinants of Health (SDOH) are non-medical factors that influence health, which have gained recognition across medical disciplines. Their impact on survival and disease presentation of patients with metastatic bone disease (MBD) remains unexplored.</div></div><div><h3>Methods</h3><div>This retrospective observational study included 712 undergoing surgery for symptomatic long-bone metastases patients between 2013 and 2022. SDOH were evaluated using Cox Proportional hazards regression for post-operative survival. A multivariate logistic regression analysis was performed to identify associated factors for clinical presentation with a completed pathologic fracture.</div></div><div><h3>Results</h3><div>The median overall survival was 264 days (IQR 74–772). Clinical presentation with a pathologic fracture as the initial symptom of metastatic bone disease (MBD) was observed in 15 % of patients (106/712).</div><div>SDOH factors played a significant role in clinical presentation. Patients with secondary insurance coverage were substantially less likely to present with a pathologic fracture (OR 0.26, 95 % CI 0.14–0.49; p &lt; 0.01). In a sub-analysis of the most common tumors (breast, renal, and lung cancer patients; n = 353), attending college was associated with a significantly lower likelihood of presenting with a pathologic fracture as the initial symptom of metastatic bone disease (OR 0.54, 95 % CI 0.30–0.95; p = 0.03)</div></div><div><h3>Conclusion</h3><div>This study suggests that unfavorable SDOH factors are associated with decreased post-operative survival and a higher likelihood of initial clinical presentation with a completed pathological fracture. Incorporating social determinants into comprehensive care strategies for individuals with MBD may guide targeted interventions and optimize patient management to improve outcomes.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"54 ","pages":"Article 100707"},"PeriodicalIF":3.5,"publicationDate":"2025-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144781765","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
Surgery for osteosarcoma with isolated pulmonary metastases: A SEER-based analysis 骨肉瘤伴孤立性肺转移的手术治疗:基于seer的分析
IF 3.5 2区 医学 Q2 Medicine Pub Date : 2025-07-28 DOI: 10.1016/j.jbo.2025.100706
Sheng-Fen Liu

Background

Osteosarcoma frequently metastasizes to the lungs. The role of surgical intervention in patients with isolated pulmonary metastases and early-stage primary tumors (T1-T2) remains unclear.

Methods

Data from the SEER database were used to identify osteosarcoma patients diagnosed with T1-T2 stage disease and isolated lung metastases. Patients were categorized based on whether they underwent surgery for the primary tumor. Propensity score matching (PSM) was applied to reduce baseline differences.

Results

Before PSM, surgery was associated with significantly improved overall survival (OS) (median OS: 19.0 vs 7.0 months, P < 0.001). After PSM, a trend toward better OS persisted (median OS: 13.0 vs 9.0 months, P = 0.253), though not statistically significant. Surgery was also associated with lower cancer-related death rates both before and after PSM.

Conclusions

Surgical resection of the primary tumor may confer a survival benefit in T1-T2 osteosarcoma patients with isolated pulmonary metastases. These findings support the continued evaluation of surgical strategies in metastatic osteosarcoma and underscore the need for prospective validation.
背景:骨肉瘤经常转移到肺部。手术干预在孤立性肺转移和早期原发性肿瘤(T1-T2)患者中的作用尚不清楚。方法采用SEER数据库中的数据,识别诊断为T1-T2期疾病和分离肺转移的骨肉瘤患者。患者根据是否接受原发肿瘤手术进行分类。倾向评分匹配(PSM)用于减少基线差异。结果在PSM之前,手术与总生存期(OS)的显著改善相关(中位OS: 19.0 vs 7.0个月,P < 0.001)。PSM后,OS改善的趋势持续存在(中位OS: 13.0 vs 9.0个月,P = 0.253),尽管没有统计学意义。手术也与PSM前后较低的癌症相关死亡率相关。结论手术切除原发肿瘤可能会提高T1-T2骨肉瘤患者的生存率。这些发现支持了转移性骨肉瘤手术策略的持续评估,并强调了前瞻性验证的必要性。
{"title":"Surgery for osteosarcoma with isolated pulmonary metastases: A SEER-based analysis","authors":"Sheng-Fen Liu","doi":"10.1016/j.jbo.2025.100706","DOIUrl":"10.1016/j.jbo.2025.100706","url":null,"abstract":"<div><h3>Background</h3><div>Osteosarcoma frequently metastasizes to the lungs. The role of surgical intervention in patients with isolated pulmonary metastases and early-stage primary tumors (T1-T2) remains unclear.</div></div><div><h3>Methods</h3><div>Data from the SEER database were used to identify osteosarcoma patients diagnosed with T1-T2 stage disease and isolated lung metastases. Patients were categorized based on whether they underwent surgery for the primary tumor. Propensity score matching (PSM) was applied to reduce baseline differences.</div></div><div><h3>Results</h3><div>Before PSM, surgery was associated with significantly improved overall survival (OS) (median OS: 19.0 vs 7.0 months, P &lt; 0.001). After PSM, a trend toward better OS persisted (median OS: 13.0 vs 9.0 months, P = 0.253), though not statistically significant. Surgery was also associated with lower cancer-related death rates both before and after PSM.</div></div><div><h3>Conclusions</h3><div>Surgical resection of the primary tumor may confer a survival benefit in T1-T2 osteosarcoma patients with isolated pulmonary metastases. These findings support the continued evaluation of surgical strategies in metastatic osteosarcoma and underscore the need for prospective validation.</div></div>","PeriodicalId":48806,"journal":{"name":"Journal of Bone Oncology","volume":"54 ","pages":"Article 100706"},"PeriodicalIF":3.5,"publicationDate":"2025-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145094884","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
期刊
Journal of Bone Oncology
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