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1.
Laryngoscope Investig Otolaryngol ; 9(2): e1246, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38596229

ABSTRACT

Objectives: Online educational platforms with open access have seen a growing adoption in the field of medical education. However, the extent of their global usage is still unclear. To fill this knowledge gap, our objective is to examine the usage patterns of two renowned open-access resources in Otolaryngology. This includes identifying the most sought-after topics and understanding the demographics of their users. Methods: Retrospective study of web analytics data between 2016 and 2021 extracted from the Headmirror.com and Mayo Clinic Otolaryngology YouTube channel platforms analyzing demographic and education topic trends via descriptive, geospatial, time-series, t-tests, and ANOVA analyses. Results: Viewership spanned 124 countries in 7 different geographic regions, with 72 countries comprising low- to middle-income countries, mostly represented ages of 25-34 years old, came from high-income countries rather than low-income (p < .001), and used mobile phones followed by computers for device access. Video-educational material comprised of subspecialty topics on Rhinology and Sinus Surgery (25%) at the highest end and Facial Trauma (1%) at the lowest. Controlling for the age of the video content, the most-accessed videos comprised of subspecialty topics on Head and Neck Surgery at the highest end and Laryngology at the lowest with significant differentiation across topics of interest (p < .044). Conclusions: This assessment of web-analytics platforms from two widely used otolaryngology free, online-access materials showed increasing global usage trends with significant differentiating factors along viewership demographics, as well as sought-after subspecialty topics of interest. In turn, our results not only lay the groundwork for characterizing the global otolaryngology audience but also for future development of targeted educational materials and accessibility initiatives aimed at ameliorating global educational disparities in the field.

2.
J Surg Oncol ; 129(8): 1490-1500, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38648421

ABSTRACT

BACKGROUND: Social conditions and dietary behaviors have been implicated in the rising burden of gastrointestinal cancers (GIC). The "food environment" reflects influences on a community level relative to food availability, nutritional assistance, and social determinants of health. Using the US Department of Agriculture-Food Environment Atlas (FEA), we sought to characterize the association of food environment on GIC presenting stage and long-term survival. METHODS: Patients diagnosed with GIC between 2013 and 2017 were identified using the SEER database. FEA-scores were based on 282 county-level food security variables, store-restaurant availability, SNAP/WIC enrollment, pricing/taxes, and producer vicinity adjusted-for factors of socioeconomic status, race-ethnicity, transportation access, and comorbidities. Relative FEA rankings across US counties were averaged into a composite score and assigned to patients by county-of-residence. The association of FEA, cancer stage, and survival were analyzed using multiple logistic regression and cox-proportional hazard models relative to White/non-White race/ethnicity. RESULTS: Among 287,148 patients, the most common GIC-sites were colon (n = 97,942, 34%), pancreas (n = 49,785, 17.3%), liver (n = 31,098, 11.0%) and esophagus (n = 16,271, 5.7%). A worse food environment was independently associated with increased odds of late-stage diagnosis (esophageal odds ratio [OR]: 1.03, 95% confidence interval [CI]: 1.01-1.05; hepatic OR: 1.06, 95% CI: 1.03-1.08; pancreatic OR: 1.04, 95% CI: 1.01-1.06) among all patients; in contrast, food environment was associated with colorectal cancer stage among non-White patients only (OR: 1.04, 95% CI: 1.03-1.06). Worse food environment was associated with worse 3-year survival (colon OR: 1.03, 95% CI: 1.01-1.04; hepatic OR: 1.12, 95% CI: 1.08-1.17; gastric OR: 1.07, 95% CI: 1.01-1.13). Similar associations were noted relative to overall survival among the entire cohort (biliary tract hazard ratio [HR]: 1.03, 95% CI: 1.01-1.05; esophageal HR: 1.02, 95% CI: 1.01-1.04; hepatic HR: 1.07, 95% CI: 1.06-1.09; pancreatic HR: 1.04, 95% CI: 1.02-1.05; rectum HR: 1.03, 95% CI: 1.01-1.04; gastric HR: 1.05, 95% CI: 1.03-1.07), as well as among non-White patients (biliary HR: 1.04, 95% CI: 1.01-1.07; colon HR: 1.03, 95% CI: 1.01-1.05; esophageal HR: 1.05, 95% CI: 1.02-1.08; hepatic HR: 1.08, 95% CI: 1.06-1.10) (all p < 0.003). CONCLUSIONS: Food environment was independently associated with late-stage tumor presentation and worse 3-year and overall survival among GIC patients. Interventions to address inequities across communities relative to food environments are needed to alleviate disparities in cancer care.


Subject(s)
Gastrointestinal Neoplasms , Humans , United States/epidemiology , Male , Female , Middle Aged , Gastrointestinal Neoplasms/mortality , Gastrointestinal Neoplasms/epidemiology , Aged , Survival Rate , SEER Program , Follow-Up Studies , Food Security/statistics & numerical data , Prognosis
3.
Head Neck ; 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38651501

ABSTRACT

BACKGROUND: Salivary gland cancers (SGC)-social determinants of health (SDoH) investigations are limited by narrow scopes of SGC-types and SDoH. This Social Vulnerability Index (SVI)-study hypothesized that socioeconomic status (SES) most contributed to SDoH-associated SGC-disparities. METHODS: Retrospective cohort of 24 775 SGCs assessed SES, minority-language status (ML), household composition (HH), housing-transportation (HT), and composite-SDoH measured by the SVI via regressions with surveillance and survival length, late-staging presentation, and treatment (surgery, radio-, chemotherapy) receipt. RESULTS: Increasing social vulnerability showed decreases in surveillance/survival; increased odds of advanced-presenting-stage (OR: 1.12, 95% CI: 1.07, 1.17), chemotherapy receipt (OR: 1.13, 95% CI: 1.03, 1.23); decreased odds of primary surgery (0.89, 0.84, 0.94), radiotherapy (0.91, 0.85, 0.97, p = 0.003) for SGCs. Trends were differentially correlated with SES, ML, HH, and HT-vulnerabilities. CONCLUSIONS: Through quantifying SDoH-derived SGC-disparities, the SVI can guide targeted initiatives against SDoH that elicit the most detrimental associations for specific sociodemographics.

4.
Ann Surg Oncol ; 31(5): 3302-3313, 2024 May.
Article in English | MEDLINE | ID: mdl-38418655

ABSTRACT

BACKGROUND: Prior works have studied the impact of social determinants on various cancers but there is limited analysis on eye-orbit cancers. Current literature tends to focus on socioeconomic status and race, with sparse analysis of interdisciplinary contributions. We examined social determinants as measured by the Centers for Disease Control and Prevention (CDC) Social Vulnerability Index (SVI), quantifying eye and orbit melanoma disparities across the United States. METHODS: A retrospective review of 15,157 patients diagnosed with eye-orbit cancers in the Surveillance, Epidemiology, and End Results (SEER) database from 1975 to 2017 was performed, extracting 6139 ocular melanomas. SVI scores were abstracted and matched to SEER patient data, with scores generated by weighted averages per population density of county's census tracts. Primary outcome was months survived, while secondary outcomes were advanced staging, high grading, and primary surgery receipt. RESULTS: With increased total SVI score, indicating more vulnerability, we observed significant decreases of 23.1% in months survival for melanoma histology (p < 0.001) and 19.6-39.7% by primary site. Increasing total SVI showed increased odds of higher grading (odds ratio [OR] 1.20, 95% confidence interval [CI] 1.02-1.43) and decreased odds of surgical intervention (OR 0.94, 95% CI 0.92-0.96). Of the four themes, higher magnitude contributions were observed with socioeconomic status (26.0%) and housing transportation (14.4%), while lesser magnitude contributions were observed with minority language status (13.5%) and household composition (9.0%). CONCLUSIONS: Increasing social vulnerability, as measured by the CDC SVI and its subscores, displayed significant detrimental trends in prognostic and treatment factors for adult eye-orbit melanoma. Subscores quantified which social determinants contributed most to disparities. This lays groundwork for providers to target the highest-impact social determinant for non-clinical factors in patient care.


Subject(s)
Eye Neoplasms , Melanoma , United States/epidemiology , Adult , Humans , Melanoma/therapy , Social Vulnerability , Prognosis , Eye Neoplasms/epidemiology , Eye Neoplasms/therapy , Centers for Disease Control and Prevention, U.S.
5.
Int Forum Allergy Rhinol ; 14(7): 1253-1257, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38343159

ABSTRACT

KEY POINT: Social determinants of health interactively influence sinonasal cancer care and prognosis. Housing-transportation and socioeconomic status showed the largest associations with disparities. The social vulnerability index can reveal the social determinants of sinonasal cancers.


Subject(s)
Paranasal Sinus Neoplasms , Humans , United States/epidemiology , Prognosis , Paranasal Sinus Neoplasms/epidemiology , Paranasal Sinus Neoplasms/therapy , Male , Female , Social Determinants of Health , Middle Aged , Aged , Social Class , Healthcare Disparities , Adult , Socioeconomic Factors , Vulnerable Populations/statistics & numerical data
6.
Otolaryngol Head Neck Surg ; 170(5): 1338-1348, 2024 May.
Article in English | MEDLINE | ID: mdl-38353303

ABSTRACT

OBJECTIVE: To investigate the association of social determinants of health (SDoH) in squamous cell carcinoma of the tongue in the United States and to evaluate the real-world contribution of specific disparities. STUDY DESIGN: Retrospective cohort study. SETTING: United States. METHODS: The Centers for Disease Control and Prevention-Social Vulnerability Index (SVI) and National Cancer Institute-Surveillance, Epidemiology, and End Results Program database were used to study 62,103 adult tongue squamous cell carcinoma patients from 1975 to 2017. Regression analysis assessed trends in months of follow-up and survival across social vulnerability and 4 subcategories of social vulnerability. RESULTS: As overall SVI score increases (increased social vulnerability), there is a significant decrease in the average length of follow-up (22.95% decrease from 63.99 to 49.31 months; P < .001) across patients from the lowest and highest social vulnerability groups. As overall SVI score increases, there is a significant decrease in the average months of survival (28.00% decrease from 49.20 to 35.43 months; P < .001). There is also a significantly greater odds ratio (OR = 1.05; P < .001) of advanced cancer staging upon presentation at higher SVI scores. Patients with higher SVI scores have a lower OR (0.93; P < .001) of receiving surgery as their primary treatment when compared to patients with lower SVI scores. Patients with higher SVI scores also have a significantly greater OR (OR = 1.05; P < .001) of receiving chemotherapy as their primary treatment when compared to patients with lower SVI scores. CONCLUSION: Increased social vulnerability is shown to have a detrimental impact on the treatment and prognosis of patients with squamous cell carcinoma of the tongue.


Subject(s)
Carcinoma, Squamous Cell , Tongue Neoplasms , Humans , Tongue Neoplasms/pathology , Tongue Neoplasms/therapy , Tongue Neoplasms/mortality , Tongue Neoplasms/surgery , Male , Retrospective Studies , Female , Middle Aged , Carcinoma, Squamous Cell/therapy , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/mortality , United States/epidemiology , Prognosis , Aged , Social Determinants of Health , Adult , Vulnerable Populations , Survival Rate , SEER Program
7.
J Surg Oncol ; 129(3): 544-555, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38009468

ABSTRACT

BACKGROUND: Prior studies in social determinants (SDoH) of truncal-extremity melanomas (TEM) have analyzed race, income, and environmental factors relative to their effect on health disparities. However, they are limited by the narrow scopes of SDoH and study population, while lacking analyses of interrelational contribution of SDoH on TEM disparities. METHODS: This retrospective cohort study of adult TEM patients (1975-2017) assessed linear regression trends in months of survival, as well as logistic regression trends in advanced presenting stage, surgery, and chemotherapy receipt across TEM subtypes with increasing overall social vulnerability and vulnerability in 15 SDoH variables grouped into socioeconomic status (SES), minority-language status (ML), household composition (HH), and housing-transportation (HT) themes measured by the SVI. SVI measures are ranked/compared across all US counties for relative vulnerability in a specific SDH and their total composite while accounting for sociodemographic-regional differences. RESULTS: Across 325 760 TEM patients, increasing overall social vulnerability demonstrated significant decreases in the survival period for 7/13 TEM histology types (p < 0.001), with relative decreases in the survival period as high as 44.0% (67.0-37.5 months) for epithelioid cell. SES and HH were the highest-magnitude contributors to these overall trends. For many patients with TEM, increased odds of advanced presenting stage (highest with acral-lentiginous: odds ratio [OR], -1.18; 95% confidence interval [CI], 1.02-1.36), decreased odds of indicated surgery receipt (lowest with amelanotic, 0.79; 0.71-0.87), and increased odds of indicated chemotherapy (highest with melanoma in giant nevi: 1.50; 1.01-2.44) were observed; SES and ML followed by HH and HT contributed to these trends. CONCLUSIONS: There were detriments in TEM care & prognosis in the United States with increasing social vulnerability. Identifying which SDH quantifiably are associated more with disparities in interrelational, real-world contexts is important to provide nuance to inform future research and initiatives to address TEM disparity.


Subject(s)
Melanoma , Skin Neoplasms , Adult , Humans , United States/epidemiology , Melanoma/epidemiology , Melanoma/therapy , Retrospective Studies , Social Vulnerability , Skin Neoplasms/epidemiology , Skin Neoplasms/therapy , Extremities
8.
Otolaryngol Head Neck Surg ; 170(2): 431-437, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37811691

ABSTRACT

OBJECTIVE: To compare head and neck squamous cell carcinoma stage at presentation and survival in Medicaid-expanded states versus nonexpanded states. STUDY DESIGN: Retrospective cohort. SETTING: Northwestern University Feinberg School of Medicine. METHODS: The Head and Neck with human papillomavirus Status Database within the Surveillance, Epidemiology, and End Results (SEER) Program was queried for cases of head and neck squamous cell carcinoma (HNSCC) diagnosed in the years 2010 to 2016. Cases were grouped according to their respective state Medicaid expansion status. Multivariable logistic regressions and multivariable Cox proportional hazards models were used to evaluate associations with stage IV disease and survival. RESULTS: Compared to nonexpanded states, Medicaid-expanded states had a significantly larger proportion of Medicaid patients (20.3% vs 16.7%, P = .0009) and a significantly smaller proportion of uninsured patients (1.7% vs 10.1%, P < .0001). The case selection process resulted in 2215 patients meeting inclusion criteria. In multivariable analysis, cases under Medicaid expansion were 31% less likely to present with stage IV disease compared to cases in nonexpanded states (odds ratio: 0.69, 95% confidence interval [CI]: 0.51-0.93). In the multivariable Cox proportional hazards model, cases under Medicaid expansion had significantly better mortality outcomes and were 32% less likely to die compared to cases in nonexpanded states (hazard ratio: 0.68, 95% CI: 0.55-0.84). CONCLUSION: Medicaid expansion is associated with fewer stage IV cases and improved survival of HNSCC cases. These findings support continued efforts to expand Medicaid coverage.


Subject(s)
Head and Neck Neoplasms , Medicaid , United States/epidemiology , Humans , Squamous Cell Carcinoma of Head and Neck , Retrospective Studies , SEER Program , Insurance Coverage
9.
Am J Otolaryngol ; 45(1): 104066, 2024.
Article in English | MEDLINE | ID: mdl-37820390

ABSTRACT

OBJECTIVES: To develop and implement a novel, comprehensive tool, the Digital Inequity Index (DII), that quantifiably measures modern-technology access in the US to assess the impact of digital inequity on laryngeal cancer (LC) care nationwide. METHODS: DII was calculated based on 17 census-tract level variables derived from the American Community Survey and Federal Communications Commission. Variables were categorized as infrastructure-access (i.e., electronic device ownership, type of broadband, internet provider availability, income-broadband subscription ratio) or sociodemographic (i.e., education, income, disability status), ranked and then averaged into a composite score. 22,850 patients from 2008 to 2017 in SEER were assessed for regression trends in long-term follow-up, survival, prognosis, and treatment across increasing overall digital inequity, as measured by the DII. This methodology allows for us to assess the independent contribution of digital inequity adjusted for socioeconomic confounders. RESULTS: With increasing overall digital inequity, length of long-term follow-up (p < 0.001) and survival (p = 0.025) decreased. Compared to LC patients with low DII, high DII was associated with increased odds of advanced preliminary staging (OR 1.06; 95 % CI 1.03-1.08), treatment with chemotherapy (OR 1.06; 95 % CI 1.04-1.08), and radiation therapy (OR 1.02; 95 % CI 1.00-1.04), as well as decreased odds of surgical resection (OR 0.96; 95 % CI 0.94-97). CONCLUSIONS: Digital inequities are associated with detrimental trends in LC patient outcomes in the US, allowing discourse for targeted means of alleviating disparities while contextualizing national sociodemographic trends of the impact of online access on informed care.


Subject(s)
Laryngeal Neoplasms , Humans , Laryngeal Neoplasms/epidemiology , Laryngeal Neoplasms/therapy , Delivery of Health Care , Communication , Prognosis , Income
10.
Cancers (Basel) ; 15(23)2023 Nov 22.
Article in English | MEDLINE | ID: mdl-38067225

ABSTRACT

BACKGROUND: There is currently no comprehensive tool that quantifiably measures validated factors of modern technology access in the US for digital inequity impact on esophageal cancer care (EC). OBJECTIVE: To assess the influence of digital inequities on esophageal cancer disparities while accounting for traditional social determinants. METHODS: 15,656 EC patients from 2013-2017 in SEER were assessed for significant regression trends in long-term follow-up, survival, prognosis, and treatment with increasing overall digital inequity, as measured by the Digital Inequity Index (DII). The DII was calculated based on 17 census tract-level variables derived from the American Community Survey and Federal Communications Commission. Variables were categorized as infrastructure access or sociodemographic, ranked, and then averaged into a composite score. RESULTS: With increasing overall digital inequity, significant decreases in the length of long-term follow-up (p < 0.001) and survival (p < 0.001) for EC patients were observed. EC patients showed decreased odds of receiving indicated surgical resection (OR 0.97, 95% CI 0.95-99) with increasing digital inequity. They also showed increased odds of advanced preliminary staging (OR 1.02, 95% CI 1.00-1.05) and decreased odds of receiving indicated chemotherapy (OR 0.97;95% CI 0.95-99). CONCLUSIONS: Digital inequities meaningfully contribute to detrimental trends in EC patient care in the US, allowing discourse for targeted means of alleviating disparities while contextualizing national, sociodemographic trends of the impact of online access on informed care.

11.
Curr Opin Otolaryngol Head Neck Surg ; 31(6): 424-429, 2023 Dec 01.
Article in English | MEDLINE | ID: mdl-37712774

ABSTRACT

PURPOSE OF REVIEW: Prior investigations in social determinants of health (SDoH) and their impact on pediatric head and neck cancers are limited by the narrow scope of cancer types and SDoH being studied while lacking inquiry on the interrelational contribution of varied SDoH in real-world contexts. The purpose of this review is to discuss the current research tackling these shortcomings of SDoH-based studies in head and neck cancer and to discuss means of applying these findings in prospective initiatives and implementations. RECENT FINDINGS: Through leveraging contemporary, large-data analyses measuring diverse social vulnerabilities, several studies have identified comprehensive delineations of which social disparities contribute the largest quantifiable impact on the care of head and neck cancer patients. Progressing from prior SDoH-based research of the decade, these studies contextualize the effect of social vulnerabilities and have laid the foundations to begin addressing these issues in the complex, modern-day environment of interrelatedsocial factors. SUMMARY: Social determinants of health markedly affect pediatric head and neck cancer care and prognosis in complex and surprising ways. Modern-day tools and analyses derived from large-data techniques have unveiled the quantifiable underpinnings of how SDoH impact these pathologies.


Subject(s)
Head and Neck Neoplasms , Social Determinants of Health , Humans , Child , Prospective Studies , Head and Neck Neoplasms/therapy , Surveys and Questionnaires
12.
J Surg Oncol ; 128(1): 155-166, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36975186

ABSTRACT

BACKGROUND: Modern-day internet access and technology usage substantially impacts aspects of surgical care but remain ill-defined for their associations with gastrointestinal-cancer (GIC) outcomes. We sought to develop the Digital Inequity Index (DII), a novel, a self-adapted tool to quantify access to digital resources, to assess the impact of "digital inequity" on GIC care and prognosis. METHODS: Adult (20+) patients with gastrointestinal malignancies between 2013 and 2017 were identified from the Surveillance, Epidemiology, and End Results Program database. DII was calculated based on 17 census-tract level variables derived from the American Community Survey and Federal Communications Commission. Variables were categorized as infrastructure-access (i.e., electronic device ownership, broadband type, internet provider availability, income-broadband subscription ratio) or sociodemographic (i.e., education, income, disability status), ranked relative across all US counties, and then averaged into a composite score. The association between DII and surgery receipt, staging, surveillance period, and survival time were assessed with multiple logistic and linear regressions. RESULTS: Among 287 228 patients, increasing DII was associated with increased odds of late-stage disease (highest odds ratio [OR]: 1.08, 95% confidence interval [CI]: 1.05-1.10 for hepatic) and decreased odds of receiving surgery (lowest OR: 0.94, 95% CI: 0.93-0.96 for hepatic). Higher DII was associated with shorter postoperative surveillance length (largest decrease -20.4% for hepatic) and overall survival length (largest decrease -16.0% for pancreatic). Sociodemographic and infrastructure-access factors contributed equivalently to surveillance time disparities, while infrastructure-access factors contributed more to survival disparities across GIC types. CONCLUSIONS: As technology dependence has increased, inequities in digital access should be targeted as a contributor to surgical oncologic disparities.


Subject(s)
Communication , Gastrointestinal Neoplasms , Adult , Humans , United States/epidemiology , Gastrointestinal Neoplasms/epidemiology , Gastrointestinal Neoplasms/surgery
13.
Laryngoscope Investig Otolaryngol ; 8(1): 303-312, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36846413

ABSTRACT

Objectives: To create an otolaryngology-specific needs assessment tool for short-term global surgical trips and to describe our findings from its implementation. Methods: Surveys 1 and 2 were developed based on a literature review and disseminated to Low-Middle Income (LMIC) hosting institutions in Kenya and Ethiopia and to High-Income surgical trip participants (HIC), respectively. Respondents were otolaryngologists identified online, through professional organizations, and by word-of-mouth, who had participated in a surgical trip of <4 weeks. Results: HIC and LMIC respondents shared similar goals of expanding host surgical skills through education and training while building sustainable partnerships. Discrepancies were identified between LMIC desired surgical skills and supply needs and HIC current practices. Microvascular reconstruction (17.6%), advanced otologic surgery (17.6%), and FESS (14.7%) were most desired skills and high-demand equipment needs were FESS sets (89%), endoscopes (78%), and surgical drills (56%). Frequently taught techniques included advanced otologic surgery (36.6%), congenital anomaly surgery (14.6%), and FESS (14.6%) with the largest gap between LMIC-need and HIC-offerings being in microvascular reconstruction (17.6% vs. 0%). We also highlight the discrepancy in expectations of responsibility for trip logistics, research, and patient follow-up. Conclusion: We created and implemented the first otolaryngology-specific needs assessment tool in the literature. With its implementation in Ethiopia and Kenya, we were able to identify unmet needs as well as attitudes and perceptions of LMIC and HIC participants. This tool may be adapted and utilized to assess specific needs, resources, and goals of both host and visiting teams to facilitate successful global partnerships. Level of Evidence: Level VI.

14.
JAMA Netw Open ; 6(2): e230016, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36800183

ABSTRACT

Importance: Prior investigations in social determinants of health (SDoH) in pediatric head and neck cancer (HNC) have only considered a narrow scope of HNCs, SDoH, and geography while lacking inquiry into the interrelational association of SDoH with disparities in clinical pediatric HNC. Objectives: To evaluate the association of SDoH with disparities in HNC among children and adolescents and to assess which specific aspects of SDoH are most associated with disparities in dynamic and regional sociodemographic contexts. Design, Setting, and Participants: This retrospective cohort study included data about patients (aged ≤19 years) with pediatric HNC who were diagnosed from 1975 to 2017 from the Surveillance, Epidemiology, and End Results Program (SEER) database. Data were analyzed from October 2021 to October 2022. Exposures: Overall social vulnerability and its subcomponent contributions from 15 SDoH variables, grouped into socioeconomic status (SES; poverty, unemployment, income level, and high school diploma status), minority and language status (ML; minoritized racial and ethnic group and proficiency with English), household composition (HH; household members aged ≥65 and ≤17 years, disability status, single-parent status), and housing and transportation (HT; multiunit structure, mobile homes, crowding, no vehicle, group quarters). These were ranked and scored across all US counties. Main Outcomes and Measures: Regression trends were performed in continuous measures of surveillance and survival period and in discrete measures of advanced staging and surgery receipt. Results: A total of 37 043 patients (20 729 [55.9%] aged 10-19 years; 18 603 [50.2%] male patients; 22 430 [60.6%] White patients) with 30 different HNCs in SEER had significant relative decreases in the surveillance period, ranging from 23.9% for malignant melanomas (mean [SD] duration, lowest vs highest vulnerability: 170 [128] months to 129 [88] months) to 41.9% for non-Hodgkin lymphomas (mean [SD] duration, lowest vs highest vulnerability: 216 [142] months vs 127 [94] months). SES followed by ML and HT vulnerabilities were associated with these overall trends per relative-difference magnitudes (eg, SES for ependymomas and choroid plexus tumors: mean [SD] duration, lowest vs highest vulnerability: 114 [113] months vs 86 [84] months; P < .001). Differences in mean survival time were observed with increasing social vulnerability, ranging from 11.3% for ependymomas and choroid plexus tumors (mean [SD] survival, lowest vs highest vulnerability: 46 [46] months to 41 [48] months; P = .43) to 61.4% for gliomas not otherwise specified (NOS) (mean [SD] survival, lowest vs highest vulnerability: 44 [84] months to 17 [28] months; P < .001), with ML vulnerability followed by SES, HH, and HT being significantly associated with decreased survival (eg, ML for gliomas NOS: mean [SD] survival, lowest vs highest vulnerability: 42 [84] months vs 19 [35] months; P < .001). Increased odds of advanced staging with non-Hodgkin lymphoma (OR, 1.21; 95% CI, 1.02-1.45) and retinoblastomas (OR, 1.31; 95% CI, 1.14-1.50) and decreased odds of surgery receipt for melanomas (OR, 0.79; 95% CI, 0.69-0.91) and rhabdomyosarcomas (OR, 0.90; 95% CI, 0.83-0.98) were associated with increasing overall social vulnerability. Conclusions and Relevance: In this cohort study of patients with pediatric HNC, significant decreases in receipt of care and survival time were observed with increasing SDoH vulnerability.


Subject(s)
Choroid Plexus Neoplasms , Ependymoma , Glioma , Head and Neck Neoplasms , Melanoma , Retinal Neoplasms , Adolescent , Humans , Male , Child , United States/epidemiology , Female , Cohort Studies , Retrospective Studies , Social Vulnerability , Prognosis , Head and Neck Neoplasms/epidemiology , Head and Neck Neoplasms/therapy
15.
Int J Pediatr Otorhinolaryngol ; 164: 111419, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36525697

ABSTRACT

OBJECTIVES: Assessing the prognostic utility of lymph node status in pediatric rhabdomyosarcoma (RMS) patients and identifying demographic and clinical predictors of positive lymph node status among pediatric rhabdomyosarcoma patients. STUDY DESIGN: Retrospective cohort study of head and neck RMS in patients with and without positive lymph node metastasis. METHODS: National Cancer Database (NCDB) was queried for patients of young (0-11 years) and adolescent (12-21 years) ages with head and neck RMS and confirmed positive or negative lymph node metastasis status. Descriptive analyses, Kaplan-Meier survival analyses, and multivariate logistic regressions were performed on extracted demographic and clinical characteristics. RESULTS: Among 272 head and neck RMS patients, 146 (54%) were found to have positive lymph node metastasis. Alveolar RMS (n = 147, 54%) followed by embryonal RMS (n = 74, 27%) were the most represented histology types. Positive lymph node metastasis conferred significantly decreased survivability (p < 0.001) with a median survival period of 36.42 months compared to negative lymph node metastasis with a period of 53.47 months. Older age showed markedly increased odds (OR-2.02; 95%CI 1.22-3.38) of having lymph node metastasis when controlling for sex, race, insurance status, and Charlson-Comorbidity score. Alveolar histologies showed markedly increased odds of having lymph node metastasis (OR-3.21; 95%CI 1.96-5.31); embryonal histologies showed markedly decreased odds of having lymph node metastasis (OR-0.32; 95%CI 0.18-0.56) CONCLUSIONS: This study highlights the significant prognostic value of lymph node status among pediatric head and neck rhabdomyosarcoma patients while showcasing crucial demographic and pathological predictors of lymph node metastasis in said patients. Use of lymph node status in pediatric head and neck rhabdomyosarcoma will present future steps towards improving its clinical course.


Subject(s)
Head and Neck Neoplasms , Rhabdomyosarcoma, Embryonal , Rhabdomyosarcoma , Child , Adolescent , Humans , Retrospective Studies , Lymphatic Metastasis/pathology , Prognosis , Lymph Nodes/pathology , Rhabdomyosarcoma/therapy , Head and Neck Neoplasms/therapy , Head and Neck Neoplasms/pathology
16.
Spine Surg Relat Res ; 6(6): 638-644, 2022 Nov 27.
Article in English | MEDLINE | ID: mdl-36561162

ABSTRACT

Introduction: The management of degenerative spine pathology continues to be a significant source of costs to the US healthcare system. Besides surgery, utilization of healthcare resources after spine surgery drives costs. The responsibility of managing costs is gradually shifting to patients and providers. Patient-centered predictors of healthcare utilization after elective spine surgery may identify targets for cost reduction and value creation. Therefore, our study aims to quantify patterns of healthcare utilization and identify risk factors that predict high healthcare utilization after elective spine surgery. Methods: A total of 623 patients who underwent elective spine surgery at a tertiary academic medical center by one of three fellowship-trained orthopedic spine surgeons between 2013 and 2018 were identified in this retrospective cohort study. Healthcare utilization was quantified including advanced spine imaging, emergency and urgent care visits, hospital readmission, reoperation, PT/OT referrals, opioid prescriptions, epidural steroid injections, and pain management referrals. Patient variables, namely, the Charlson comorbidity index (CCI) and the American Society of Anesthesiologists (ASA) classification system, were assessed as potential predictors for healthcare utilization. Results: Among all patients, a wide range of health utilization was identified. Age, body mass index, Charlson Comorbidity Index, and American Society of Anesthesiology class were identified as positive predictors of postoperative healthcare utilization including emergency department visits, spine imaging studies, opioid and nerve blocker prescriptions, inpatient rehabilitation, any referrals, and pain management referrals. Conclusions: Markers of patient health-such as CCI and ASA class-may be used to predict healthcare utilization following elective spine surgery. Identifying at-risk patients and addressing these challenges prior to surgery is an important step to deliver efficient postoperative care. Level of Evidence: 3.

17.
Spine Surg Relat Res ; 6(5): 416-421, 2022 Sep 27.
Article in English | MEDLINE | ID: mdl-36348681

ABSTRACT

Objective: To summarize the main findings from research on measuring the value in spine surgery. Summary of Background Data: Determining the value of surgical interventions, which is defined by the quality and efficacy of care received divided by the cost to deliver healthcare, is inherently complex. The two most fundamental components of value-quality and total cost-are multifactorial and difficult to quantify. Methods: A narrative review of all the relevant papers known to the author was conducted. Results: It is straightforward to calculate the aggregate hospital cost following a surgical procedure, but it is not simple to estimate the total cost of a procedure-including the direct and indirect costs. These individual metrics can help providers make more educated decisions with regards to improving patient quality of life and minimizing unnecessary costs. A consensus of the appropriate cost-per-quality-adjusted life-year threshold of different spine surgeries needs to be established. As these metrics become more commonplace in spine surgery, the potential for personalized health care will continue to be developed. Conclusions: As the healthcare system shifts toward value-based care, there is a substantial need for research assessing the value as defined by the quality and efficacy of care received divided by the cost to deliver healthcare of specific spine surgery procedures. Studies on different predictors-both patient-specific and surgical-that may influence outcomes, cost, and value are required.

18.
Cancer Biol Ther ; 17(7): 709-12, 2016 07 02.
Article in English | MEDLINE | ID: mdl-27142977

ABSTRACT

The low survival rate of patients with ovarian cancer largely results from the advanced ovarian tumors as well as tumor resistance to chemotherapy, leading to metastasis and recurrence. However, it is missing as to an effective therapeutic approach that focuses on these aspects to prolong progression-free survival and to decrease mortality in ovarian cancer patients. Here, based on our cancer drug discovery studies, we provide prospective insights into the development of a future line of drugs to effectively reduce ovarian cancer deaths. Pathways that increase the probability of cancer, such as the defective Fanconi anemia (FA) pathway, may render cancer cells more sensitive to new drug targeting.


Subject(s)
Biological Products/therapeutic use , Ovarian Neoplasms/drug therapy , Disease-Free Survival , Female , Hawaii , Humans , Ovarian Neoplasms/mortality , Ovarian Neoplasms/pathology , Survival Rate
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