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Nomogram to Predict the Benefit of Intensive Treatment for Locoregionally Advanced Head and Neck Cancer.
Previous studies indicate that the benefit of therapy depends on patients' risk for cancer recurrence relative to noncancer mortality (ω ratio). We sought to test the hypothesis that patients with head and neck cancer (HNC) with a higher ω ratio selectively benefit from intensive therapy.
We analyzed 2,688 patients with stage III-IVB HNC undergoing primary radiotherapy (RT) with or without systemic therapy on three phase III trials (RTOG 9003, RTOG 0129, and RTOG 0522). We used generalized competing event regression to stratify patients according to ω ratio and compared the effectiveness of intensive therapy as a function of predicted ω ratio (i.e., ω score). Intensive therapy was defined as treatment on an experimental arm with altered fractionation and/or multiagent concurrent systemic therapy. A nomogram was developed to predict patients' ω score on the basis of tumor, demographic, and health factors. Analysis was by intention to treat.
Decreasing age, improved performance status, higher body mass index, node-positive status, P16-negative status, and oral cavity primary predicted a higher ω ratio. Patients with ω score ≥0.80 were more likely to benefit from intensive treatment [5-year overall survival (OS), 70.0% vs. 56.6%; HR of 0.73, 95% confidence interval (CI): 0.57-0.94; P = 0.016] than those with ω score <0.80 (5-year OS, 46.7% vs. 45.3%; HR of 1.02, 95% CI: 0.92-1.14; P = 0.69; P = 0.019 for interaction). In contrast, the effectiveness of intensive therapy did not depend on risk of progression.
Patients with HNC with a higher ω score selectively benefit from intensive treatment. A nomogram was developed to help select patients for intensive therapy.
Mell LK
,Shen H
,Nguyen-Tân PF
,Rosenthal DI
,Zakeri K
,Vitzthum LK
,Frank SJ
,Schiff PB
,Trotti AM 3rd
,Bonner JA
,Jones CU
,Yom SS
,Thorstad WL
,Wong SJ
,Shenouda G
,Ridge JA
,Zhang QE
,Le QT
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Selection of Head and Neck Cancer Patients for Intensive Therapy.
Previous studies have found that patients with head and neck cancer (HNC) with a higher relative hazard for recurrence versus competing mortality (ω+ ratio) are more likely to benefit from intensive therapy. Nomograms to predict this ratio (ω scores) can be useful to guide clinical management; however, comorbidity and other risk factors are frequently lacking from trial samples.
In this study of 7117 US veterans, we evaluated the ability of a ω score nomogram developed from clinical trial data to stratify patients with HNC treated with radiation therapy by their relative risk of cancer progression versus competing mortality. We then fit generalized competing event models to determine the effect of comorbidity and other covariates on the ω+ ratio.
The ω score was effective in stratifying patients with HNC according to their risk for cancer recurrence relative to competing mortality, especially among patients aged >70 years. Patients with ω score ≥0.80 were more likely to receive intensive therapy compared with patients with a ω score <0.80 (66 vs. 54%; P < .001). On multivariable generalized competing event regression, T2-4 category (relative hazard ratio [RHR], 1.08; 95% confidence interval [CI], 1.01-1.16), N2-3 category (RHR, 1.07; 95% CI, 1.01-1.15), and being employed (RHR, 1.11; 95% CI, 1.03-1.20) were associated with increased ω+ ratio, and increasing age (RHR, 0.83; 95% CI, 0.78-0.89), Charlson comorbidity index ≥2 (RHR, 0.85; 95% CI, 0.79-0.91), being a current smoker (RHR, 0.90; 95% CI, 0.84-0.96), and lower body mass index (RHR, 0.89; 95% CI, 0.84-0.95) were associated with a decreased ω+ ratio.
The ω scores are effective in stratifying patients with HNC and are correlated with the intensity of treatment given. The ω scores incorporating comorbidity and other risk factors could help identify patients with HNC most likely to benefit from intensive therapy.
Vitzthum LK
,Park H
,Zakeri K
,Bryant AK
,Feng C
,Shen H
,Cohen EEW
,Murphy JD
,Mell LK
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Predictive classifier for intensive treatment of head and neck cancer.
This study was designed to test the hypothesis that the effectiveness of intensive treatment for locoregionally advanced head and neck cancer (LAHNC) depends on the proportion of patients' overall event risk attributable to cancer.
This study analyzed 22,339 patients with LAHNC treated in 81 randomized trials testing altered fractionation (AFX; Meta-Analysis of Radiotherapy in Squamous Cell Carcinomas of Head and Neck [MARCH] data set) or chemotherapy (Meta-Analysis of Chemotherapy in Head and Neck Cancer [MACH-NC] data set). Generalized competing event regression was applied to the control arms in MARCH, and patients were stratified by tertile according to the ω score, which quantified the relative hazard for cancer versus competing events. The classifier was externally validated on the MACH-NC data set. The study tested for interactions between the ω score and treatment effects on overall survival (OS).
Factors associated with a higher ω score were a younger age, a better performance status, an oral cavity site, higher T and N categories, and a p16-negative/unknown status. The effect of AFX on OS was greater in patients with high ω scores (hazard ratio [HR], 0.92; 95% confidence interval [CI], 0.85-0.99) and medium ω scores (HR, 0.91; 95% CI, 0.84-0.98) versus low ω scores (HR, 0.97; 95% CI, 0.90-1.05; P for interaction = .086). The effect of chemotherapy on OS was significantly greater in patients with high ω scores (HR, 0.81; 95% CI, 0.75-0.88) and medium ω scores (HR, 0.86; 95% CI, 0.78-0.93) versus low ω scores (HR, 0.96; 95% CI, 0.86-1.08; P for interaction = .011).
LAHNC patients with a higher risk of cancer progression relative to competing mortality, as reflected by a higher ω score, selectively benefit from more intensive treatment.
Zakeri K
,Rotolo F
,Lacas B
,Vitzthum LK
,Le QT
,Gregoire V
,Overgaard J
,Hackshaw A
,Zackrisson B
,Parmar MKB
,Burtness BA
,Ghi MG
,Sanguineti G
,O'Sullivan B
,Fortpied C
,Bourhis J
,Shen H
,Harris J
,Michiels S
,Pignon JP
,Mell LK
,MARCH/MACH-NC Collaborative Group and the Head and Neck Cancer Intergroup
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Quality of Life and Performance Status From a Substudy Conducted Within a Prospective Phase 3 Randomized Trial of Concurrent Accelerated Radiation Plus Cisplatin With or Without Cetuximab for Locally Advanced Head and Neck Carcinoma: NRG Oncology Radiatio
To analyze the quality of life (QOL) and performance status (PS) (secondary outcome) in patients with stage III to IV head and neck cancer (HNC) enrolled on a prospective randomized phase 3 trial comparing radiation-cisplatin without cetuximab (CIS) or with cetuximab (CET/CIS). The QOL hypothesis proposed a between-arm difference in Functional Assessment of Cancer Therapy-Head and Neck (FACT-HN) total score of ≥10% of the instrument range from baseline to 1 year.
Patients who gave consent to the QOL/PS study completed the FACT-HN, Performance Status Scale for HNC (PSS-HN), and EuroQol (EQ-5D) at baseline through to 5 years. The pretreatment QOL/PS scores were correlated with outcome and p16 status in patients with oropharyngeal cancer (OPC).
Of 818 analyzable patients, the 1-year change from baseline score for FACT-HN total was -0.41 (CIS arm) and -5.11 (CET/CIS arm) (P=.016), representing a 3.2% between-arm change of the FACT-HN total score. The mean EQ-5D index and PSS-HN scores were not significantly different between arms. The p16-positive OPC patients had significantly higher baseline and 1-year scores for PSS-HN, FACT-HN total, physical and functional subscales, and 2-years for the EQ-5D index compared with p16-negative OPC patients. Higher pretreatment PSS-HN diet, PSS-HN eating, FACT-HN, and EQ-5D index scores were associated with better overall survival (OS) and progression-free (PFS) survival on multivariate analysis. Higher baseline FACT-HN total, functional, physical subscale, and EQ-5D index scores were associated with improved OS and PFS in p16-positive OPC patients but not in p16-negative and non-OPC patients.
There was no clinically meaningful difference in QOL/PS between arms. The p16-positive OPC patients had significantly higher QOL/PS than did p16-negative patients. Pretreatment QOL/PS is a significant independent predictor of outcome in locally advanced HNC.
Truong MT
,Zhang Q
,Rosenthal DI
,List M
,Axelrod R
,Sherman E
,Weber R
,Nguyen-Tân PF
,El-Naggar A
,Konski A
,Galvin J
,Schwartz D
,Trotti A
,Silverman C
,Singh A
,Godette K
,Bonner JA
,Jones CU
,Garden AS
,Shenouda G
,Matthiesen C
,Le QT
,Bruner D
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Quality of Life and Performance Status From a Substudy Conducted Within a Prospective Phase 3 Randomized Trial of Concurrent Standard Radiation Versus Accelerated Radiation Plus Cisplatin for Locally Advanced Head and Neck Carcinoma: NRG Oncology RTOG 012
To analyze quality of life (QOL) and performance status (PS) for head and neck cancer (HNC) patients treated on NRG Oncology RTOG 0129 by treatment (secondary outcome) and p16 status, and to examine the association between QOL/PS and survival.
Eligible patients were randomized into either an accelerated-fractionation arm or a standard-fractionation arm, and completed the Performance Status Scale for the Head and Neck (PSS-HN), the Head and Neck Radiotherapy Questionnaire (HNRQ), and the Spitzer Quality of Life Index (SQLI) at 8 time points from before treatment to 5 years after treatment.
The results from the analysis of area under the curve showed that QOL/PS was not significantly different between the 2 arms from baseline to year after treatment (P ranged from .39 to .98). The results from general linear mixed models further supported the nonsignificant treatment effects until 5 years after treatment (P=.95, .90, and .84 for PSS-HN Diet, Eating, and Speech, respectively). Before treatment and after 1 year after treatment, p16-positive oropharyngeal cancer (OPC) patients had better QOL than did p16-negative patients (P ranged from .0283 to <.0001 for all questionnaires). However, QOL/PS decreased more significantly from pretreatment to the last 2 weeks of treatment in the p16-positive group than in the p16-negative group (P ranged from .0002 to <.0001). Pretreatment QOL/PS was a significant independent predictor of overall survival, progression-free survival, and local-regional failure but not of distant metastasis (P ranged from .0063 to <.0001).
The results indicated that patients in both arms may have experienced similar QOL/PS. p16-positive patients had better QOL/PS at baseline and after 1 year of follow-up. Patients presenting with better baseline QOL/PS scores had better survival.
Xiao C
,Zhang Q
,Nguyen-Tân PF
,List M
,Weber RS
,Ang KK
,Rosenthal D
,Filion EJ
,Kim H
,Silverman C
,Raben A
,Galloway T
,Fortin A
,Gore E
,Winquist E
,Jones CU
,Robinson W
,Raben D
,Le QT
,Bruner D
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