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MiriMoghaddam M, Bohlouli B, Lai H, Viegas S, Amin M. Trends and predictors of unplanned hospitalization among oral and oropharyngeal cancer patients; an 8-year population-based study. Oral Oncol 2024; 151:106742. [PMID: 38460285 DOI: 10.1016/j.oraloncology.2024.106742] [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: 01/21/2024] [Revised: 03/02/2024] [Accepted: 03/04/2024] [Indexed: 03/11/2024]
Abstract
PURPOSE The incidence of oral cancers, particularly HPV-related oropharyngeal cancer, is steadily increasing worldwide, presenting a significant healthcare challenge. This study investigates trends and predictors of unplanned hospitalizations for oral cavity cancer (OCC) and oropharyngeal cancer (OPC) patients in the province of Alberta, Canada. METHODS This retrospective, population-based, cohort study used administrative data collected from all hospitals in the province. Using the Alberta Cancer Registry (ACR), a cohort of adult patients diagnosed with a single primary OCC or OPC between January 2010 and December 2017 was identified. Linking this cohort with the Discharge Abstract Database (DAD), trends in hospitalizations, primary diagnoses, and predictors of unplanned hospitalization (UH) and 30-day unplanned readmission were analyzed. RESULTS Of 1,721 patients included, 1,244 experienced 2,228 hospitalizations, with 48 % being categorized as UH. The UHs were significantly associated with a higher mortality rate, 18.5 % as compared to 4.6 % for planned, and influenced by sex, age groups, comorbidities, cancer types, stages, and treatment modalities. The rate of UH per patient decreased from 0.69 to 0.54 visits during the study period (P = 0.02). Common diagnoses for UH were palliative care and post-surgical convalescence, while surgery-related complications such as infection and hemorrhage were frequent in 30-day unplanned readmissions. Predictors of UH included cancer stage, material deprivation, and treatment, while cancer type and comorbidity predicted readmissions. CONCLUSION The rate of UHs showed a noteworthy decline in this study, which could be a result of enhanced care coordination. Furthermore, identified primary diagnosis and predictors associated with UHs and readmissions, provide valuable insights for enhancing the quality of care for cancer patients.
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Affiliation(s)
- Masoud MiriMoghaddam
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada
| | - Babak Bohlouli
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada
| | - Hollis Lai
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada
| | - Shefali Viegas
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada
| | - Maryam Amin
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Canada.
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Fahy E, Brooker RC, Fleming JC, Patterson JM. A review of unplanned admissions in head and neck cancer patients undergoing oncological treatment. Support Care Cancer 2023; 31:328. [PMID: 37154829 PMCID: PMC10165288 DOI: 10.1007/s00520-023-07770-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 04/18/2023] [Indexed: 05/10/2023]
Abstract
AIM Non-surgical treatment for head and neck cancer (HNC) often results in severe toxicities, which are detrimental to a patient's health and quality of life. There is limited published UK data on unplanned hospital admissions and reasons associated with admission. We aim to identify frequencies and reasons for unplanned hospital admissions, highlighting those patient groups who are most vulnerable. METHODS A retrospective study of unplanned hospital admissions of HNC patients receiving non-surgical treatment was completed. An inpatient admission was defined as ≥ 1 night spent in the hospital. To test potential demographic and treatment predictors of inpatient admission, a multiple regression model was constructed using the endpoint measure (unplanned admission), as the dependent variable. RESULTS A cohort of 216 patients was identified over a 7-month period, and 38 of these patients (17%) required an unplanned admission. Treatment type was the only statistically significant predictor of in-patient admission. The majority of admissions were patients receiving chemoradiotherapy (CRT) (58%) with predominant reasons for admission being nausea and vomiting (25.5%) and decreased oral intake/dehydration (30%). Of the patients admitted, 12 had a prophylactic PEG placed pre-treatment, and 18 of 26 admitted without prophylactic PEG required nasogastric tube feeding during their admission. DISCUSSION Almost one-fifth of HNC patients over this time period required hospital admission; the majority of which can be attributed to treatment toxicities when receiving CRT. This is concurrent with other studies which review the impact of radiotherapy versus CRT. Increased support and monitoring, particularly focused on nutrition, are required for patients with HNC who receive CRT. KEY MESSAGE This article describes a retrospective review of a patient undergoing non-surgical treatment for head and neck cancer. These patients frequently require unplanned hospital admission. The results indicate that patients undergoing (chemo)radiotherapy are most vulnerable to deterioration and additional support focused on nutrition for these patients is indicated.
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Affiliation(s)
- Emer Fahy
- Speech and Language Therapy, The Clatterbridge Cancer Centre NHS Foundation Trusts, 65 Pembroke Place, Liverpool, L7 8YA, UK.
| | - Rachel C Brooker
- The Clatterbridge Cancer Centre NHS Foundation Trusts, Liverpool, UK
| | - Jason C Fleming
- Liverpool Head & Neck Centre, Head and Neck Surgery, Liverpool University Hospitals NHS Foundation Trust Aintree Hospital, Liverpool, L9 7AL, UK
| | - Joanne M Patterson
- School of Health Sciences, Institute of Population Health/Liverpool Head and Neck Centre, University of Liverpool, Liverpool, UK
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3
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Ohri N, Bar-Ad V, Fernandez C, Rakowski C, Leiby BE, Hoeltzel G, Sung A, Zubair N, Henao C, Dicker AP. Remote Activity Monitoring and Electronic Patient-Reported Outcomes Collection During Radiotherapy for Head and Neck Cancer: A Pilot Study. JCO Clin Cancer Inform 2023; 7:e2200132. [PMID: 37071027 PMCID: PMC10281359 DOI: 10.1200/cci.22.00132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Revised: 01/17/2023] [Accepted: 02/13/2023] [Indexed: 04/19/2023] Open
Abstract
PURPOSE Modern wearable devices provide objective and continuous activity data that could be leveraged to enhance cancer care. We prospectively studied the feasibility of monitoring physical activity using a commercial wearable device and collecting electronic patient-reported outcomes (ePROs) during radiotherapy (RT) for head and neck cancer (HNC). METHODS Patients planned for a course of external beam RT with curative intent for HNC were instructed to use a commercial fitness tracker throughout the RT course. During weekly clinic visits, physician-scored adverse events were recorded during using Common Terminology Criteria for Adverse Events version 4.0, and patients completed ePRO surveys using a clinic tablet or computer. Feasibility of activity monitoring was defined as collection of step data for at least 80% of the RT course for at least 80% of patients. Exploratory analyses described associations between step counts, ePROs, and clinical events. RESULTS Twenty-nine patients with HNC were enrolled and had analyzable data. Overall, step data were recorded on 70% of the days during patients' RT courses, and there were only 11 patients (38%) for whom step data were collected on at least 80% of days during RT. Mixed effects linear regression models demonstrated declines in daily step counts and worsening of most PROs during RT. Cox proportional hazards models revealed a potential association between high daily step counts and both reduced risk of feeding tube placement (hazard ratio [HR], 0.87 per 1,000 steps, P < .001) and reduced risk of hospitalization (HR, 0.60 per 1,000 steps, P < .001). CONCLUSION We did not achieve our feasibility end point, suggesting that rigorous workflows are required to achieve continuous activity monitoring during RT. Although limited by a modest sample size, our findings are consistent with previous reports indicating that wearable device data can help identify patients who are at risk for unplanned hospitalization.
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Affiliation(s)
- Nitin Ohri
- Department of Radiation Oncology, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY
| | - Voichita Bar-Ad
- Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA
| | - Christian Fernandez
- Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA
| | - Christine Rakowski
- Division of Biostatistics, Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA
| | - Benjamin E. Leiby
- Division of Biostatistics, Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, PA
| | - Gerard Hoeltzel
- Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA
| | - Anna Sung
- Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA
| | - Nida Zubair
- Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA
| | - Camilo Henao
- Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA
| | - Adam P. Dicker
- Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA
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Kos M, Brouwer CG, van Laarhoven HW, Hopman MT, van Oijen MG, Buffart LM. The association between wearable device metrics and clinical outcomes in oncology: a systematic review with evidence synthesis and meta-analysis. Crit Rev Oncol Hematol 2023; 185:103979. [PMID: 37001837 DOI: 10.1016/j.critrevonc.2023.103979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 03/24/2023] [Accepted: 03/26/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND The emerging study of wearable devices (WDs) in patients with cancer provides opportunities to harness real-time patient data for predicting clinical outcomes. We conducted a systematic review with best evidence synthesis to examine the association between WD metrics and clinical outcomes in patients with cancer. METHODS MEDLINE and Embase were searched from inception until June 2022. Risk of bias assessment and best evidence synthesis were performed and, If possible, meta-analysis was conducted. RESULTS A total of 34 studies was included. We found moderate-to-strong evidence for associations between circadian rest-activity metrics and OS. Disrupted I<O was associated with increased hazard for death (HR 2.08; 95 %CI: 1.50-2.88). For most associations there was insufficient evidence due to lack of studies (n = 32) or inconsistent results (n = 14). CONCLUSION Meta-analysis was greatly hampered due to heterogeneity and different methodology used between studies. Studies primarily designed to investigate the association between WD metrics and clinical outcomes are warranted.
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Patel S, Rich BJ, Schumacher LED, Sargi ZB, Masforroll M, Washington C, Kwon D, Rueda-Lara MA, Freedman LM, Samuels SE, Abramowitz MC, Samuels MA, Carmona R, Azzam GA. ED visits, hospital admissions and treatment breaks in head/neck cancer patients undergoing radiotherapy. Front Oncol 2023; 13:1147474. [PMID: 36937396 PMCID: PMC10014878 DOI: 10.3389/fonc.2023.1147474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 02/08/2023] [Indexed: 03/05/2023] Open
Abstract
Objectives Radiation therapy (RT) is an integral part of treatment of head/neck cancer (HNC) but is associated with many toxicities. We sought to evaluate sociodemographic, pathologic, and clinical factors associated with emergency department (ED) visits, hospital admissions (HA), and RT breaks in HNC patients undergoing curative-intent RT. Methods We completed a Level 3 (Oxford criteria for evidence-based medicine) analysis of a cohort of HNC patients who underwent curative-intent RT at our institution from 2013 to 2017. We collected demographic characteristics and retrospectively assessed for heavy opioid use, ED visits or HA during RT as well as RT breaks. Treatment breaks were defined as total days to RT fractions ratio ≥1.6. Multivariable stepwise logistic regression analyses were done to determine the association of various sociodemographic, pathologic, and clinical characteristics with ED visits, HA and RT treatment breaks. Results The cohort included 376 HNC patients (294 male, 82 female, median age 61). On multivariable analysis, significant factors associated with ED visits during RT were heavy opioid use and black race. Receipt of concomitant chemotherapy was the only factor associated with hospital admissions during RT. Advanced age, lower socioeconomic class, glandular site, and receipt of chemotherapy were all independently associated with RT breaks. Lower cancer stage and lack of substance abuse history were independently associated with lack of treatment breaks. Conclusion HNC patients with factors such as heavy opioid use, Black race, receipt of concomitant chemotherapy, and lower socioeconomic class may require closer monitoring during RT.
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Affiliation(s)
- Shareen Patel
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Benjamin J. Rich
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Leif-Erik D. Schumacher
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Zoukaa B. Sargi
- Department of Otolaryngology, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Melissa Masforroll
- Department of Medicine, Florida International University, Miami, FL, United States
| | - Cyrus Washington
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Deukwoo Kwon
- Department of Public Health Sciences, Biostatistics and Bioinformatics Shared Resource, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Maria A. Rueda-Lara
- Department of Psychiatry, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Laura M. Freedman
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Stuart E. Samuels
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Matthew C. Abramowitz
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Michael A. Samuels
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Ruben Carmona
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Gregory A. Azzam
- Department of Radiation Oncology, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States
- *Correspondence: Gregory A. Azzam,
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6
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Rivers CI, Iovoli AJ, Chatterjee U, Hermann GM, Singh AK. Intravenous fluids for pain management in head and neck cancer patients undergoing chemoradiation. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:912. [PMID: 34164546 PMCID: PMC8184454 DOI: 10.21037/atm-20-3910] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Pain due to oral mucositis affects the majority of patients receiving chemoradiation (CRT) for head and neck cancer (HNC), and often results in dehydration. Anecdotally, intravenous (IV) fluids administered during treatment for the resultant dehydration was found to alleviate this pain. The purpose of this retrospective study was to evaluate the effectiveness of IV fluids as a method pain management in this patient population. Methods Patients with oral mucositis pain, secondary to CRT for HNC, were given IV fluids according to standard clinic protocol. Patients were evaluated using orthostatic vital signs and prospectively surveyed pre- and post-IV fluid administration, which included the Visual Analog Scale (VAS) for pain. Difference in pain pre- and post-IV fluid administration was evaluated using a two-tailed paired Student’s t-test. Results Twenty-four patients with a total of 31 fluid administrations was available for analysis. Twenty-three patients were receiving or had recently completed CRT. One patient was receiving radiation alone. Six instances of fluid administration were excluded due to: refusal to complete the survey, concurrent pulmonary embolism, concurrent pain medication, and drug seeking behavior. Average pain score decreased from 6.5 [standard deviation (SD) 2.1] prior to IV fluids to 4.0 (SD 2.4) following fluid administration (P<0.001). Conclusions To our knowledge, this is the first report directly correlating IV fluid administration with pain relief, even in the absence of orthostasis. Our findings indicate that in patients undergoing CRT for HNC, the use of IV fluids alone was effective in acutely and significantly reducing pain secondary to oral mucositis.
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Affiliation(s)
- Charlotte I Rivers
- Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA.,Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Austin J Iovoli
- Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA
| | - Udit Chatterjee
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Gregory M Hermann
- Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA.,Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
| | - Anurag K Singh
- Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo, NY, USA.,Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA
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7
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Han HR, Hermann GM, Ma SJ, Iovoli AJ, Wooten KE, Arshad H, Gupta V, McSpadden RP, Kuriakose MA, Markiewicz MR, Chan JM, Platek ME, Ray AD, Gu F, Hicks WL, Singh AK. Matched pair analysis to evaluate weight loss during radiation therapy for head and neck cancer as a prognostic factor for survival. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:914. [PMID: 34164548 PMCID: PMC8184423 DOI: 10.21037/atm-20-4969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Background One frequent consequence of radiation therapy (RT) for head and neck cancer (HNC) is weight loss (WL). HNC patients reportedly lose about 9% of their weight during treatment, regardless of pre-treatment WL and nutritional support. We investigated whether high WL during RT has an association with overall (OS) and cancer-specific survival (CSS). Methods We retrospectively reviewed weight during RT in HNC patients treated at Roswell Park Comprehensive Cancer Center between 2003 and 2017. High WL was defined as greater than or equal to the median WL. Logistic regression analysis was performed to identify predictors for WL during RT. Multivariate Cox regression and Kaplan-Meier analyses were used to estimate survival outcomes. Propensity score matching was performed to obtain balanced matched-pairs and compare survival outcomes. Results A total of 843 patients received either definitive (71%) or post-operative (29%) RT. Median follow-up was 53.6 months [interquartile range (IQR) 35.7–88.9]. Median WL was 5.8% (IQR 0.24–10.6) from baseline weight. Patients with high WL had better OS [hazard ratio (HR) 0.75, 95% confidence interval (CI), 0.61–0.93, P=0.01] and CSS (HR 0.71, 95% CI, 0.55–0.93, P=0.01). 258 matched-pairs were analyzed. Median follow-up was 54.8 months (IQR 35.8–90.4). Median OS was 39.2 months (IQR 21.4–75.7) for high WL versus 36.7 months (IQR 14.6–61.7) for low WL cohorts (P=0.047). Conclusions Different from previous reports, this study shows that patients with less WL have worse OS. WL during RT may not be a reliable marker for worse prognosis. A better way to evaluate malnutrition in patients undergoing RT is warranted.
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Affiliation(s)
- Hye Ri Han
- Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, New York, NY, USA
| | - Gregory M Hermann
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Sung Jun Ma
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Austin J Iovoli
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Kimberly E Wooten
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Hassan Arshad
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Vishal Gupta
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Ryan P McSpadden
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Moni A Kuriakose
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Michael R Markiewicz
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, New York, NY, USA.,Department of Oral and Maxillofacial Surgery, School of Dental Medicine, University at Buffalo, The State University of New York, New York, NY, USA.,Department of Surgery and Neurosurgery, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, New York, NY, USA
| | - Jon M Chan
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Mary E Platek
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, New York, NY, USA.,Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, New York, NY, USA.,Department of Dietetics, D'Youville College, New York, NY, USA
| | - Andrew D Ray
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Fangyi Gu
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Wesley L Hicks
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, New York, NY, USA
| | - Anurag K Singh
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, New York, NY, USA
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8
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A Principal Component of Quality of Life Measures Is Associated with Survival for Head and Neck Cancer Patients Treated with Radiation Therapy. Cancers (Basel) 2021; 13:cancers13051155. [PMID: 33800256 PMCID: PMC7962523 DOI: 10.3390/cancers13051155] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 02/19/2021] [Accepted: 02/26/2021] [Indexed: 11/29/2022] Open
Abstract
Simple Summary Health-related quality of life (HRQOL) surveys describe the patient experience of disease and treatment. The relationship between post-treatment recovery of HRQOL and outcome in head and neck cancer is not well characterized. Impaired recovery of numerous individual components of HRQOL were associated with increased mortality. To obtain a better understanding how HRQOL (as a whole) impacts survival, we utilized a statistical technique called principal component analysis (PCA). PCA generated a total score of several HRQOL domains, named principal component 1 (PC1), to more accurately describe the cumulative impact of poor HRQOL recovery on outcome. PC1 was associated with survival and may be a useful tool in future studies to identify at-risk patients. Abstract Background: Health-related quality of life (HRQOL) metrics can be associated with survival in head and neck cancer (HNC); however, the impact of HRQOL recovery and the relevant HRQOL domains regarding outcome are unclear. Methods: Using a single-institution database, we retrospectively reviewed HNC patients treated with definitive or postoperative radiation therapy between 2013 and 2018. The recovery of individual HRQOL domains were determined by the ratio of the post-treatment to baseline scores. Univariate and Multivariate Cox regression were used to analyze survival outcomes. Principal component analysis was used to adjust for multicollinearity of HRQOL domains. Results: In 218 HNC patients who received radiation therapy, median follow-up was 24.8 months (interquartile range (IQR) 14.5–32.0). Principal component analysis evaluating the recovery of HRQOL domains revealed two independent principal components (PC), PC1 and PC2. PC1, which received contributions from the functional domains; physical (PF), role (RF), emotional (EF), cognitive (CF), and global health status (GQOL) was significantly associated with disease-free (HR = 0.77, 95% CI 0.61–0.98, p = 0.034) and overall survival (HR = 0.76, 95% CI 0.65–0.91, p = 0.004) on multivariate analysis and PC2, had no correlation with outcome and was mainly represented by social functioning. Unplanned hospitalization was significantly associated with lower PC1 scores (β = −0.997, Std. Error = 0.244, p < 0.001). Conclusion: Our study provides evidence that post-treatment recovery of HRQOL domains were associated with overall survival (OS) in HNC. PC1 is an attractive clinical tool to assess the recovery across multiple different HRQOL and the relationship with survival. Future prospective studies may identify patients who could benefit from additional rehabilitation based on PC1 score.
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9
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Ma SJ, Iovoli AJ, Attwood K, Wooten KE, Arshad H, Gupta V, McSpadden RP, Kuriakose MA, Markiewicz MR, Chan JM, Hicks WL, Platek ME, Ray AD, Repasky EA, Farrugia MK, Singh AK. Association of significant financial burden with survival for head and neck cancer patients treated with radiation therapy. Oral Oncol 2021; 115:105196. [PMID: 33578203 DOI: 10.1016/j.oraloncology.2021.105196] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 01/04/2021] [Accepted: 01/17/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To assess the association between financial toxicity and survival in patients with head and neck cancer (HNC). MATERIALS AND METHODS Using a single-institution database, we retrospectively reviewed HNC patients treated at Roswell Park Comprehensive Cancer Center treated with definitive or postoperative radiation therapy between 2013 and 2017. Kaplan-Meier method and log-rank tests were used to analyze survival outcomes. Propensity score matching on all clinically relevant baseline characteristics was performed to address selection bias. All statistical tests were two-sided and those less than 0.05 were considered statistically significant. RESULTS Of a total of 284 HNC patients (age: median 61 years, IQR 55-67; 220 [77.5%] men), 204 patients (71.8%) received definitive radiation and 80 patients (28.2%) received adjuvant radiation. There were 41 patients (14.4%) who reported high baseline financial toxicity. Chemotherapy was used in 237 patients (83.5%). On multivariable analysis, those with high financial toxicity exhibited worse overall survival (hazards ratio [HR] 1.75, 95% confidence interval [CI] 1.05-2.94, p = 0.03) and cancer specific survival (HR 2.28, 95% CI 1.31-3.96, p = 0.003). On matched pair analysis of 66 patients, high financial toxicity remained associated with worse OS (HR 2.72, 95% CI 1.04-7.09, p = 0.04) and CSS (HR 3.75, 95% CI 1.22-11.5, p = 0.02). CONCLUSION HNC patient reported baseline financial toxicity was significantly correlated with both decreased overall and cancer specific survival. These significant correlations held after match pairing. Further research is warranted to investigate the impact of financial toxicity in HNC and mitigate its risk.
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Affiliation(s)
- Sung Jun Ma
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA; Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, 955 Main Street, Buffalo, NY 14203, USA.
| | - Austin J Iovoli
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA; Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, 955 Main Street, Buffalo, NY 14203, USA.
| | - Kristopher Attwood
- Department of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Kimberly E Wooten
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Hassan Arshad
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Vishal Gupta
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Ryan P McSpadden
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Moni A Kuriakose
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Michael R Markiewicz
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA; Department of Oral and Maxillofacial Surgery, School of Dental Medicine, University at Buffalo, The State University of New York, 3435 Main Street, Buffalo, NY 14214, USA; Department of Neurosurgery, Department of Surgery, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, 955 Main Street, Buffalo, NY 14203, USA.
| | - Jon M Chan
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Wesley L Hicks
- Department of Head and Neck Surgery, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Mary E Platek
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA; Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA; Department of Dietetics, D'Youville College, 270 Porter Avenue, Buffalo, NY 14201, USA.
| | - Andrew D Ray
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Elizabeth A Repasky
- Department of Immunology, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Mark K Farrugia
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
| | - Anurag K Singh
- Department of Radiation Medicine, Roswell Park Comprehensive Cancer Center, 665 Elm Street, Buffalo, NY 14203, USA.
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