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Mani K, Kleinbart E, Schlumprecht A, Golding R, Akioyamen N, Song H, De La Garza Ramos R, Eleswarapu A, Yang R, Geller D, Hoang B, Yassari R, Fourman MS. Area Socioeconomic Status is Associated with Refusal of Recommended Surgery in Patients with Metastatic Bone and Joint Disease. Ann Surg Oncol 2024:10.1245/s10434-024-15299-5. [PMID: 38861205 DOI: 10.1245/s10434-024-15299-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 04/01/2024] [Indexed: 06/12/2024]
Abstract
BACKGROUND This study sought to identify associations between the Yost Index, a geocoded area neighborhood socioeconomic status (nSES) score, and race/ethnicity with patient refusal of recommended surgery for metastatic bone disease. METHODS Patients with metastatic bone disease were extracted from the Surveillance, Epidemiology, and End Results database. The Yost Index was geocoded using factor analysis and categorized into quintiles using census tract-level American Community Service (ACS) 5-year estimates and seven nSES measures. Multivariable logistic regression models calculated odds ratios (ORs) of refusal of recommended surgery and 95% confidence intervals (CIs), adjusting for clinical covariates. RESULTS A total of 138,257 patients were included, of which 14,943 (10.8%) were recommended for surgical resection. Patients in the lowest nSES quintile had 57% higher odds of refusing surgical treatment than those in the highest quintile (aOR = 1.57, 95% CI 1.30-1.91, p < 0.001). Patients in the lowest nSES quintile also had a 31.2% higher age-adjusted incidence rate of not being recommended for surgery compared with those in the highest quintile (186.4 vs. 142.1 per 1 million, p < 0.001). Black patients had 34% higher odds of refusing treatment compared with White patients (aOR = 1.34, 95% CI 1.14-1.58, p = 0.003). Advanced age, unmarried status, and patients with aggressive cancer subtypes were associated with higher odds of refusing surgery (p < 0.001). CONCLUSIONS nSES and race/ethnicity are independent predictors of a patient refusing surgery for metastatic cancer to bone, even after adjusting for various clinical covariates. Effective strategies for addressing these inequalities and improving the access and quality of care of patients with a lower nSES and minority backgrounds are needed.
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Affiliation(s)
- Kyle Mani
- Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Anne Schlumprecht
- Department of Neurological Surgery, Montefiore Einstein, Bronx, NY, USA
| | | | - Noel Akioyamen
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA
| | - Hyun Song
- Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Ananth Eleswarapu
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA
| | - Rui Yang
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA
| | - David Geller
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA
| | - Bang Hoang
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA
| | - Reza Yassari
- Department of Neurological Surgery, Montefiore Einstein, Bronx, NY, USA
| | - Mitchell S Fourman
- Department of Orthopedic Surgery, Montefiore Einstein, Montefiore Medical Center, Bronx, NY, USA.
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Palma D, Thakur N, Loy JC, Margulies BS. Treating bone metastases with local therapy in a breast cancer patient resulted in decreased pain and prevented fracture. Pain Manag 2023; 13:569-577. [PMID: 37795710 DOI: 10.2217/pmt-2023-0069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2023] Open
Abstract
Lytic lesions from bone metastases from breast, lung and prostate carcinomas, are associated with a poor prognosis and significant morbidities that include fracture and debilitating pain. Chemotherapeutics, palliative radiation therapy and surgical intervention are routinely used to treat these lesions. The ZetaMet™ Bone Graft is a novel antitumorigenic and osteoinductive graft that offers a potential alternative treatment option. ZetaMet is composed of calcium phosphate salts, type-I collagen and the small molecule N-allyl noroxymorphone dihydrate. Here, we report the case of a stage IV breast cancer patient with multiple lytic metastatic lesions to the spine that were successfully treated, which led to a significant reduction in pain and increased quality of life. This outcome demonstrates that a locally administered therapeutic intervention may represent an important alternative for patients with bone metastases that warrants further study.
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Affiliation(s)
- David Palma
- Mobility Bone & Joint Institute, Andover, MA 01810, USA
| | - Nikhil Thakur
- Mobility Bone & Joint Institute, Andover, MA 01810, USA
- Zetagen Therapeutics, Syracuse, NY 13210, USA
| | - Joe C Loy
- Zetagen Therapeutics, Syracuse, NY 13210, USA
| | - Bryan S Margulies
- Zetagen Therapeutics, Syracuse, NY 13210, USA
- Department of Pathology, College of Medicine, Upstate Medical University, Syracuse, NY 13210, USA
- Department Biological Sciences, University of Notre Dame, Notre Dame, IN 46556, USA
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Zhang C, Wang J, Wu H, Lin Y, Chekhonin VP, Peltzer K, Bukharov AV, Kaprin AD, Guo X, Liu Z. Ten-year retrospect of the investigation of proximal limbs metastasis in cancer: a multi-center study on survival outcome, limb function status and surgical procedures analysis. BMC Cancer 2023; 23:795. [PMID: 37620771 PMCID: PMC10463808 DOI: 10.1186/s12885-023-11292-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 08/12/2023] [Indexed: 08/26/2023] Open
Abstract
BACKGROUND The aim of study was to evaluate survival outcome and limb function in cancer patients with proximal limbs metastasis. Associated factors on survival outcome and limb function were identified. The comparative analysis between intramedullary nailing and prosthesis surgery in cancer patients with proximal limb metastasis was performed. METHODS In this five-center retrospective study, patients diagnosed with limbs metastasis were collected. Descriptive statistics was used and log-rank test was performed to analyze the survival in subgroups. The Cox proportional hazards regression analysis was performed to identify the independent prognostic factors. The Musculoskeletal Tumor Society (MSTS) scoring system was used to evaluate limb function after surgery, and t test or analysis of variance (ANOVA) was utilized in subgroup analysis. RESULTS A total of 316 patients with limb metastasis were included with mean age at 61.0 years. The most common primary tumor was breast, followed by renal cancer and lung cancer. The median overall survival was 24.0 months and the 1-, 3- and 5-year survival rates were 86.9%, 34.7% and 6.8%, respectively. Primary tumor type, visceral metastasis and chemotherapy were proved to be the independent prognostic factors. The mean Musculoskeletal Tumor Society (MSTS) score was 20.5, significant difference was observed in subgroup of solitary/multiple bone metastasis, with/without pathological fracture, and type of surgery. CONCLUSION The present study concluded that primary tumor type, visceral metastasis and chemotherapy were three factors affecting the survival of patients. Compared with intramedullary nailing, the patients underwent prosthesis surgery showed better limb function, this procedure should be encouraged in patients with indication.
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Affiliation(s)
- Chao Zhang
- Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China.
- The Sino-Russian Joint Research Center for Bone Metastasis in Malignant Tumor, Tianjin, China.
- Department of Bone and Soft Tissue Tumors, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China.
| | - Jun Wang
- The Sino-Russian Joint Research Center for Bone Metastasis in Malignant Tumor, Tianjin, China
- Department of Oncology, Radiology and Nuclear Medicine, Medical Institute of Peoples' Friendship University of Russia, Moscow, Russian Federation
| | - Haixiao Wu
- Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China
- The Sino-Russian Joint Research Center for Bone Metastasis in Malignant Tumor, Tianjin, China
| | - Yile Lin
- The Sino-Russian Joint Research Center for Bone Metastasis in Malignant Tumor, Tianjin, China
| | - Vladimir P Chekhonin
- The Sino-Russian Joint Research Center for Bone Metastasis in Malignant Tumor, Tianjin, China
- Department of Basic and Applied Neurobiology, Federal Medical Research Center for Psychiatry and Narcology, Moscow, Russian Federation
| | - Karl Peltzer
- The Sino-Russian Joint Research Center for Bone Metastasis in Malignant Tumor, Tianjin, China
- Department of Psychology, University of the Free State, Turfloop, South Africa
| | - Artem V Bukharov
- P.A. Hertsen Moscow Oncology Research Center - Branch of Federal State Budgetary Institution National Medical Research Radiological Center of the Ministry of Health of the Russian Federation, Moscow, Russia
| | - Andrey D Kaprin
- Department of Oncology, Radiology and Nuclear Medicine, Medical Institute of Peoples' Friendship University of Russia, Moscow, Russian Federation
- P.A. Hertsen Moscow Oncology Research Center - Branch of Federal State Budgetary Institution National Medical Research Radiological Center of the Ministry of Health of the Russian Federation, Moscow, Russia
| | - Xu Guo
- The Sino-Russian Joint Research Center for Bone Metastasis in Malignant Tumor, Tianjin, China
- Department of Orthopedics, Cangzhou Central Hospital, Hebei province, Cangzhou, China
| | - Zheng Liu
- The Sino-Russian Joint Research Center for Bone Metastasis in Malignant Tumor, Tianjin, China.
- Department of Orthopedics, Heilongjiang Province Hospital, Heilongjiang province, Harbin, China.
- Department of Orthopedics, The Seventh Affiliated Hospital, Sun Yat-sen University, Guangdong province, Shenzhen, China.
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Zhang S, Liu M, Li S, Cui J, Zhang G, Wang X. An MRI-based radiomics nomogram for differentiating spinal metastases from multiple myeloma. Cancer Imaging 2023; 23:72. [PMID: 37488622 PMCID: PMC10367256 DOI: 10.1186/s40644-023-00585-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 06/19/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND Spinal metastasis and multiple myeloma share many overlapping conventional radiographic imaging characteristics, thus, their differentiation may be challenging. The purpose of this study was to develop and validate an MRI-based radiomics nomogram for the differentiation of spinal metastasis and multiple myeloma. MATERIALS AND METHODS A total of 312 patients (training set: n = 146, validation set: n = 65, our center; external test set: n = 101, two other centers) with spinal metastasis (n = 196) and multiple myeloma (n = 116) were retrospectively enrolled. Demographics and MRI findings were assessed to build a clinical factor model. Radiomics features were extracted from MRI images. A radiomics model was constructed by the least absolute shrinkage and selection operator method. A radiomics nomogram combining the radiomics signature and independent clinical factors was constructed. And, one experienced radiologist reviewed the MRI images for all case. The diagnostic performance of the different models was evaluated by receiver operating characteristic curves. RESULTS A clinical factors model was built based on heterogeneous appearance and shape. Twenty-one features were used to build the radiomics signature. The area under the curve (AUC) values of the radiomics nomogram (0.853 and 0.762, respectively) were significantly higher than that of the clinical factor model (0.692 and 0.540, respectively) in both validation (p = 0.048) and external test (p < 0.001) sets. The AUC values of the radiomics nomogram model were higher than that of radiologist in training, validation and external test sets (all p < 0.05). Moreover, no significant difference in AUC values of radiomics nomogram model was found between the validation set and external test set (p = 0.212). CONCLUSION The radiomics nomogram can differentiate spinal metastasis and multiple myeloma with a moderate to good performance, and may be as a valuable method to assist in the clinical diagnosis and preoperative decision-making.
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Affiliation(s)
- Shuai Zhang
- Shandong Provincial Hospital Affliated to Shandong First Medical University, Shandong, China
| | - Menghan Liu
- Depertment of Health Management, The First Affiliated Hospital of Shandong First Medical University, Shandong, China
| | - Sha Li
- Cheeloo College of Medicine, Shandong University, Shandong, China
| | - Jingjing Cui
- United Imaging Intelligence Co., Ltd, Beijing, China
| | - Guang Zhang
- Depertment of Health Management, The First Affiliated Hospital of Shandong First Medical University, Shandong, China.
- Depertment of Health Management, The First Affiliated Hospital of Shandong First Medical University, No. 16766, Jingshi Road, Jinan, Shandong, 250014, China.
| | - Ximing Wang
- Shandong Provincial Hospital Affliated to Shandong First Medical University, Shandong, China.
- Department of Radiology, Shandong Provincial Hospital, Shandong First Medical University, No.324 Jingwu Road, Jinan, Shandong, 250021, China.
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Chavoshi M, Mirshahvalad SA, Zamani S, Radmard AR, Fallahi B, Mousavi SA. Whole-body low-dose CT can be of value in prostate cancer decision-making: a retrospective study on 601 patients. Insights Imaging 2023; 14:124. [PMID: 37454388 DOI: 10.1186/s13244-023-01475-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 07/03/2023] [Indexed: 07/18/2023] Open
Abstract
OBJECTIVES To evaluate the diagnostic value of whole-body low-dose computed tomography (CT) to detect bone metastasis in prostate cancer (PCa) patients and its possible utility in therapeutic decision-making. Also, to determine the valuable CT features for lesion characterisation. METHODS This IRB-approved retrospective study reviewed PCa patients who underwent 68Ga-PSMA PET/CT in our centre from March 2017 to August 2022. Two board-certified radiologists and one nuclear medicine specialist reported all whole-body low-dose CT scans separately, unaware of the 68Ga-PSMA-PET results. The per-lesion and per-patient diagnostic performances were calculated. Also, the significance of CT features was evaluated. Moreover, the inter-observer agreement was analysed. A two-tailed p value < 0.05 was considered significant. RESULTS From 727 reviewed PCa patients, 601 (mean age = 68.7 ± 8.1) were found to be eligible, including 211 (35.1%) referrals for initial staging and 390 (64.9%) for evaluating the extent of the disease after biochemical recurrence. Per-patient diagnostic analysis for three reviewers showed 81.0-89.4% sensitivity and 96.6-98.5% specificity in detecting osteo-metastasis. It was able to correctly detect high-burden disease based on both CHAARTED and LATITUDE criteria. Regarding the value of underlying CT features, size > 1 cm, ill-defined borders, presence of soft-tissue component, and cortical destruction were statistically in favour of metastasis. Also, Hu > 900 was in favour of benign entities with 93% specificity. CONCLUSIONS Although not as accurate as 68Ga-PSMA PET/CT, whole-body low-dose CT might precisely classify PCa patients considering therapeutic decision-making. Additionally, we proposed diagnostic CT features that could help radiologists with better characterisation of the detected lesions. CRITICAL RELEVANCE STATEMENT The whole-body low-dose CT can be considered valuable in the clinical decision-making of prostate cancer patients. This modality may obviate performing multiple imaging sessions and high-cost scans in patients diagnosed with the high-burden disease.
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Affiliation(s)
- Mohammadreza Chavoshi
- Department of Hematology-Oncology, Hematology-Oncology and BMT Research Center/Tehran University of Medical Sciences, Tehran, Iran
- Department of Radiology, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Ali Mirshahvalad
- Joint Department of Medical Imaging (JDMI), University Medical Imaging Toronto (UMIT), University Health Network, Mount Sinai Hospital and Women's College Hospital, University of Toronto, Toronto, ON, Canada.
- Department of Nuclear Medicine, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran.
| | - Sara Zamani
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Amir Reza Radmard
- Department of Radiology, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Babak Fallahi
- Department of Nuclear Medicine, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Seyed Asadollah Mousavi
- Department of Hematology-Oncology, Hematology-Oncology and BMT Research Center/Tehran University of Medical Sciences, Tehran, Iran
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Palanca M, Cavazzoni G, Dall'Ara E. The role of bone metastases on the mechanical competence of human vertebrae. Bone 2023:116814. [PMID: 37257631 DOI: 10.1016/j.bone.2023.116814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 05/03/2023] [Accepted: 05/23/2023] [Indexed: 06/02/2023]
Abstract
Spine is the most common site for bone metastases. The evaluation of the mechanical competence and failure location in metastatic vertebrae is a biomechanical and clinical challenge. Little is known about the failure behaviour of vertebrae with metastatic lesions. The aim of this study was to use combined micro-Computed Tomography (microCT) and time-lapsed mechanical testing to reveal the failure location in metastatic vertebrae. Fifteen spine segments, each including a metastatic and a radiologically healthy vertebra, were tested in compression up to failure within a microCT. Volumetric strains were measured using Digital Volume Correlation. The images of undeformed and deformed specimens were overlapped to identify the failure location. Vertebrae with lytic metastases experienced the largest average compressive strains (median ± standard deviation: -8506 ± 4748microstrain), followed by the vertebrae with mixed metastases (-7035 ± 15605microstrain), the radiologically healthy vertebrae (-5743 ± 5697microstrain), and the vertebrae with blastic metastases (-3150 ± 4641microstrain). Strain peaks were localised within and nearby the lytic lesions or around the blastic tissue. Failure between the endplate and the metastasis was identified in vertebrae with lytic metastases, whereas failure localised around the metastasis in vertebrae with blastic lesions. This study showed for the first time the role of metastases on the vertebral internal deformations. While lytic lesions lead to failure of the metastatic vertebra, vertebrae with blastic metastases are more likely to induce failure in the adjacent vertebrae. Nevertheless, every metastatic lesion affects the vertebral deformation differently, making it essential to assess how the lesion affects the bone microstructure. These results suggest that the properties of the lesion (type, size, location within the vertebral body) should be considered when developing clinical tools to predict the risk of fracture in patients with metastatic lesions.
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Affiliation(s)
- Marco Palanca
- Dept of Oncology and Metabolism, The University of Sheffield, Sheffield, UK; INSIGNEO Institute for In Silico Medicine, The University of Sheffield, Sheffield, UK; Dept of Industrial Engineering, Alma Mater Studiorum - University of Bologna, Bologna, Italy.
| | - Giulia Cavazzoni
- Dept of Oncology and Metabolism, The University of Sheffield, Sheffield, UK; INSIGNEO Institute for In Silico Medicine, The University of Sheffield, Sheffield, UK; Dept of Industrial Engineering, Alma Mater Studiorum - University of Bologna, Bologna, Italy
| | - Enrico Dall'Ara
- Dept of Oncology and Metabolism, The University of Sheffield, Sheffield, UK; INSIGNEO Institute for In Silico Medicine, The University of Sheffield, Sheffield, UK
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Tang C, Qin S, Li Q, Huang Y. Therapeutic effectiveness and safety of sequential ICIs with radiotherapy for symptomatic brain and bone metastases in NSCLC patients. Medicine (Baltimore) 2022; 101:e31665. [PMID: 36401404 PMCID: PMC9678514 DOI: 10.1097/md.0000000000031665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
In advanced non-small cell lung cancer (NSCLC), the brain and bones are common metastatic sites, and the disease seriously affects the survival time and quality of life. For metastatic lesions with symptoms, local treatment often precedes systemic treatment. However, in clinical trials, patients with symptomatic brain or bone metastases are often excluded. Therefore, limited data are available on the efficacy of immune checkpoint inhibitors (ICIs) in those patients. We aimed to evaluate the effectiveness and safety of local radiotherapy followed by ICIs in driver gene-negative NSCLC patients with symptomatic local metastasis in the brain and bone. This is a 29-month 2 centered retrospective cohort study performed in China between March 2019 and August 2021. A total of 22 patients with advanced NSCLC were included. All patients received radiotherapy in the brain or bone before the administration of ICIs. For all patients, the overall response rate was 59.09%, the median progression-free survival (PFS) was 7.5 months, the PFS rate at 6 months was 72.73%, and the PFS rate at 1 year was 13.64%. Waterfall plots showed that tumor size was mostly reduced compared with baseline. The spider map showed that the tumor continued to shrink. In terms of symptom improvement, 100% pain control and 83.33% improvement were observed in epilepsy and neurological function. Sequential ICIs with local radiotherapy is effective for the treatment of patients with symptomatic brain and bone metastases of driver gene-negative NSCLC, which will benefit patients and improve their symptoms.
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Affiliation(s)
- Cuiping Tang
- The Second Clinical College of Chongqing Medical University, Chongqing, China
- Department of Oncology, the second affiliated hospital of Chongqing Medical University, Chongqing, China
| | - Si Qin
- Department of Oncology, Xinqiao Hospital, Army Military Medical University, Chongqing, China
| | - Qian Li
- Department of Pathology, Southwest Hospital, Army Military Medical University, Chongqing, China
- * Correspondence: Yusheng Huang, Department of Oncology, the second affiliated hospital of Chongqing Medical University, 288 Tianwen Avenue, Nan ‘an District, Chongqing, 400010 China (e-mail: )
| | - Yusheng Huang
- Department of Oncology, the second affiliated hospital of Chongqing Medical University, Chongqing, China
- * Correspondence: Yusheng Huang, Department of Oncology, the second affiliated hospital of Chongqing Medical University, 288 Tianwen Avenue, Nan ‘an District, Chongqing, 400010 China (e-mail: )
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Pham F, Belkaid S, Maillet D, Confavreux CB, Dalle S, Péron J. Impact of Bone Metastases on Patients with Renal Cell Carcinoma or Melanoma Treated with Combotherapy Ipilimumab Plus Nivolumab. Biomedicines 2022; 10:2758. [PMID: 36359278 PMCID: PMC9687259 DOI: 10.3390/biomedicines10112758] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 10/25/2022] [Accepted: 10/26/2022] [Indexed: 09/25/2023] Open
Abstract
(1) Background: Ipilimumab plus nivolumab (combo-ICI) improves overall survival (OS) in patients with advanced renal cell carcinoma (RCC) or melanoma. The impact of bone metastases (BM) on survival outcomes of combo-ICI-treated patients is unknown. (2) Methods: This single-center retrospective observational study involved 36 combo-ICI-treated patients with advanced RCC and 35 with melanoma. Clinical and laboratory data preceding the initiation of combo-ICI were collected. Univariate and multivariate Cox proportional hazard models were used to assess the effect of BM on overall survival (OS) and progression-free survival (PFS). (3) Results: zNine RCC and 11 melanoma patients had baseline BM. In unadjusted analysis, baseline BM was associated with a poorer OS in the RCC cohort. Baseline BM did not have any impact on survival outcomes in melanoma patients. After adjustment on baseline performance status and on neutrophil-to-lymphocyte ratio (NLR), the impact of BM was no longer significant, but a NLR ≥ 3 was significantly associated with a poorer OS in the RCC cohort. (4) Conclusions: The presence of baseline BM seems to be associated with worse outcomes in RCC combo-ICI-treated patients, while its effect might not be independent from the inflammatory state (approximated by the NLR). BM seems to have no impact on the outcomes of melanoma combo-ICI-treated patients.
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Affiliation(s)
- Félix Pham
- Department of Dermatology, Immucare, Hôpital Lyon Sud, Hospices Civils de Lyon, 69310 Pierre-Bénite, France
- Faculté de Médecine et de Maïeutique Lyon Sud, Université Claude Bernard Lyon 1, 69100 Lyon, France
| | - Samy Belkaid
- Department of Dermatology, Immucare, Hôpital Lyon Sud, Hospices Civils de Lyon, 69310 Pierre-Bénite, France
- Faculté de Médecine et de Maïeutique Lyon Sud, Université Claude Bernard Lyon 1, 69100 Lyon, France
| | - Denis Maillet
- Faculté de Médecine et de Maïeutique Lyon Sud, Université Claude Bernard Lyon 1, 69100 Lyon, France
- Department of Oncology, Hôpital Lyon Sud, Hospices Civils de Lyon, 69310 Pierre-Bénite, France
| | - Cyrille B. Confavreux
- Faculté de Médecine et de Maïeutique Lyon Sud, Université Claude Bernard Lyon 1, 69100 Lyon, France
- Bone Metastases Expert Center CEMOS, Department of Rheumatology, Hôpital Lyon Sud, Hospices Civils de Lyon, 69310 Pierre-Bénite, France
- Lyon-INSERM UMR 1033, Faculté Laennec, Université Claude Bernard Lyon 1, 69372 Lyon, France
| | - Stéphane Dalle
- Department of Dermatology, Immucare, Hôpital Lyon Sud, Hospices Civils de Lyon, 69310 Pierre-Bénite, France
- Faculté de Médecine et de Maïeutique Lyon Sud, Université Claude Bernard Lyon 1, 69100 Lyon, France
| | - Julien Péron
- Faculté de Médecine et de Maïeutique Lyon Sud, Université Claude Bernard Lyon 1, 69100 Lyon, France
- Department of Oncology, Hôpital Lyon Sud, Hospices Civils de Lyon, 69310 Pierre-Bénite, France
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Osteolytic vs. Osteoblastic Metastatic Lesion: Computational Modeling of the Mechanical Behavior in the Human Vertebra after Screws Fixation Procedure. J Clin Med 2022; 11:jcm11102850. [PMID: 35628977 PMCID: PMC9144065 DOI: 10.3390/jcm11102850] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 05/11/2022] [Accepted: 05/16/2022] [Indexed: 12/27/2022] Open
Abstract
Metastatic lesions compromise the mechanical integrity of vertebrae, increasing the fracture risk. Screw fixation is usually performed to guarantee spinal stability and prevent dramatic fracture events. Accordingly, predicting the overall mechanical response in such conditions is critical to planning and optimizing surgical treatment. This work proposes an image-based finite element computational approach describing the mechanical behavior of a patient-specific instrumented metastatic vertebra by assessing the effect of lesion size, location, type, and shape on the fracture load and fracture patterns under physiological loading conditions. A specific constitutive model for metastasis is integrated to account for the effect of the diseased tissue on the bone material properties. Computational results demonstrate that size, location, and type of metastasis significantly affect the overall vertebral mechanical response and suggest a better way to account for these parameters in estimating the fracture risk. Combining multiple osteolytic lesions to account for the irregular shape of the overall metastatic tissue does not significantly affect the vertebra fracture load. In addition, the combination of loading mode and metastasis type is shown for the first time as a critical modeling parameter in determining fracture risk. The proposed computational approach moves toward defining a clinically integrated tool to improve the management of metastatic vertebrae and quantitatively evaluate fracture risk.
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