Dataset Information

Bone metastases from head and neck malignancies: Prognostic factors and skeletal-related events.

ABSTRACT:

Background

We conducted a multicenter retrospective analysis to describe the characteristics, frequency of skeletal-related events (SREs), and prognosis of head and neck cancer (HNC) in patients with bone metastases (BM).

Patients and methods

The data of 192 HNC patients with BMs were collected. Analyses were conducted separately in 64 nasopharyngeal cancer (NPC) patients and in 128 non-NPC patients.

Results

SREs occurred in 34 (27%) non-NPC and in 6 (9%) NPC patients, respectively. Median overall survival (OS) was 25 and 6 months in NPC and non-NPC patients, respectively. Locoregional recurrence (hazard ratio [HR] 2.33, 95% confidence interval (CI) 1.1-4.93), synchronous BM (HR 0.25, 95% CI 0.59-0.71) and bone-directed therapies (BDT) (HR 0.26, 95% CI 0.10-0.68) were independent prognostic factors for OS in NPC patients. Combined bone radiotherapy (RT) and BDT in NPC patients obtained longer survival (38 months) than either therapy alone (25 months) or neither of these therapies (8 months).

Conclusions

Patients with BMs from non-NPC have a poor prognosis and are at high risk of SREs. NPC patients with BMs are at relatively low risk of SREs. BDT may potentially improve survival, particularly when combined with bone RT. This last finding deserves prospective confirmation.

SUBMITTER: Grisanti S

PROVIDER: S-EPMC6426213 | biostudies-literature | 2019

REPOSITORIES: biostudies-literature

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Publications

Bone metastases from head and neck malignancies: Prognostic factors and skeletal-related events.

Grisanti Salvatore S Bianchi Susanna S Locati Laura D LD Triggiani Luca L Vecchio Stefania S Bonetta Alberto A Bergamini Cristiana C Conte Pierfranco P Airoldi Mario M Merlano Marco M Carlini Paolo P Ibrahim Toni T Rossetto Ciro C Alfieri Salvatore S Pronzato Paolo P Tonoli Sandro S Maroldi Roberto R Nicolai Piero P Resteghini Carlo C Magrini Stefano M SM Berruti Alfredo A

PloS one 20190320 3

<h4>Background</h4>We conducted a multicenter retrospective analysis to describe the characteristics, frequency of skeletal-related events (SREs), and prognosis of head and neck cancer (HNC) in patients with bone metastases (BM).<h4>Patients and methods</h4>The data of 192 HNC patients with BMs were collected. Analyses were conducted separately in 64 nasopharyngeal cancer (NPC) patients and in 128 non-NPC patients.<h4>Results</h4>SREs occurred in 34 (27%) non-NPC and in 6 (9%) NPC patients, resp ...[more]

PMID: 30893350

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Project description:Introduction In patients with metastatic disease involving weight-bearing bones, postoperative radiotherapy (PORT) is commonly administered following surgical stabilization of an impending or confirmed pathologic fracture to reduce the risk of a seeded local recurrence. The goal was to re-evaluate the beneficial effect of PORT in a modern cohort of patients and determine any potential clinical predictors of skeletal-related events (SREs) which were defined as a pathologic fracture or the necessity for radiation or surgery to the affected bone. Methods Consecutive patients undergoing surgical stabilization of metastatic disease to weight-bearing bones of the extremities between 2012 and 2019 were reviewed. Patient, disease, and treatment factors were abstracted. The cumulative incidence of SREs was determined using competing risks methodology; overall survival (OS) was estimated using the Kaplan-Meier method. Results A total of 82 patients were identified, 74% of whom had undergone intramedullary nail fixation and 26% internal fixation or replacement. The femur was the most commonly involved bone (94%). A majority (78%) had an Eastern Cooperative Oncology Group (ECOG) performance status of 1-2. Bone-strengthening agents were given to 38% and PORT to 54%. The median PORT dose was 30 Gy in 10 fractions and the median percent coverage of surgical hardware was 100% (range, 25-100). SREs occurred in 10 of 82 patients. There were no differences between no RT and RT groups for the two-year cumulative incidence of SREs (8.2% vs 11.5%, p=0.59) or two-year cumulative incidence of local failure (10.8% vs 4.6%, p=0.53). The only identified predictors of SREs were the use of bone-strengthening agents (hazard ratio [HR] 0.22, 95% confidence interval [CI] 0.05-1.06, p=0.06) and malnutrition (HR 3.69, 95% CI 0.91-14.93, p=0.07). For patients treated with PORT, a biologically effective dose or percent coverage of surgical hardware was not associated with SREs. Conclusion In this series, the addition of PORT following surgery for metastatic disease involving weight-bearing bones does not significantly affect the rate of SREs. The use of bone-strengthening agents appears protective, and malnourished patients appear particularly at high risk for future SRE.

Project description:BackgroundClinical practice guidelines recommend the use of bone-targeting agents for preventing skeletal-related events (SREs) among patients with bone metastases from solid tumors. The anti-RANKL monoclonal antibody denosumab is approved for the prevention of SREs in patients with bone metastases from solid tumors. However, real-world data are lacking on the impact of individual risk factors for SREs, specifically in the context of denosumab discontinuation.PurposeWe aim to identify risk factors associated with SRE incidence following denosumab discontinuation using a machine learning approach to help profile patients at a higher risk of developing SREs following discontinuation of denosumab treatment.MethodsUsing the Optum PanTher Electronic Health Record repository, patients diagnosed with incident bone metastases from primary solid tumors between January 1, 2007, and September 1, 2019, were evaluated for inclusion in the study. Eligible patients received ≥ 2 consecutive 120 mg denosumab doses on a 4-week (± 14 days) schedule with a minimum follow-up of ≥ 1 year after the last denosumab dose, or an SRE occurring between days 84 and 365 after denosumab discontinuation. Extreme gradient boosting was used to develop an SRE risk prediction model evaluated on a test dataset. Multiple variables associated with patient demographics, comorbidities, laboratory values, treatments, and denosumab exposures were examined as potential factors for SRE risk using Shapley Additive Explanations (SHAP). Univariate analyses on risk factors with the highest importance from pooled and tumor-specific models were also conducted.ResultsA total of 1,414 adult cancer patients (breast: 40%, prostate: 30%, lung: 13%, other: 17%) were eligible, of whom 1,133 (80%) were assigned to model training and 281 (20%) to model evaluation. The median age at inclusion was 67 (range, 19-89) years with a median duration of denosumab treatment of 253 (range, 88-2,726) days; 490 (35%) patients experienced ≥ 1 SRE 83 days after denosumab discontinuation. Meaningful model performance was evaluated by an area under the receiver operating curve score of 77% and an F1 score of 62%; model precision was 60%, with 63% sensitivity and 78% specificity. SHAP identified several significant factors for the tumor-agnostic and tumor-specific models that predicted an increased SRE risk following denosumab discontinuation, including prior SREs, shorter denosumab treatment duration, ≥ 4 clinic visits per month with at least one hospitalization (all-cause) event from the baseline period up to discontinuation of denosumab, younger age at bone metastasis, shorter time to denosumab initiation from bone metastasis, and prostate cancer.ConclusionThis analysis showed a higher cumulative number of SREs, prior SREs relative to denosumab initiation, a higher number of hospital visits, and a shorter denosumab treatment duration as significant factors that are associated with an increased SRE risk after discontinuation of denosumab, in both the tumor-agnostic and tumor-specific models. Our machine learning approach to SRE risk factor identification reinforces treatment guidance on the persistent use of denosumab and has the potential to help clinicians better assess a patient's need to continue denosumab treatment and improve patient outcomes.

Dataset Information

Bone metastases from head and neck malignancies: Prognostic factors and skeletal-related events.

Background

Patients and methods

Results

Conclusions

Publications

Bone metastases from head and neck malignancies: Prognostic factors and skeletal-related events.

Similar Datasets

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