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1.
BMC Health Serv Res ; 24(1): 928, 2024 Aug 14.
Article in English | MEDLINE | ID: mdl-39138428

ABSTRACT

BACKGROUND: Cancer-related financial hardship is an increasingly recognized concern for patients, families, and caregivers. Many Native American (NA) patients are at increased risk for cancer-related financial hardship due to high prevalence of low income, medical comorbidity, and lack of private health insurance. However, financial hardship screening (FHS) implementation for NA patients with cancer has not been reported. The objective of this study is to explore facilitators and barriers to FHS implementation for NA patients. METHODS: We conducted key informant interviews with NA patients with cancer and with clinical staff at an academic cancer center. Included patients had a confirmed diagnosis of cancer and were referred to the cancer center through the Indian Health Service, Tribal health program, or Urban Indian health program. Interviews included questions regarding current financial hardship, experiences in discussing financial hardship with the cancer care and primary care teams, and acceptability of completing a financial hardship screening tool at the cancer center. Clinical staff included physicians, advanced practice providers, and social workers. Interviews focused on confidence, comfort, and experience in discussing financial hardship with patients. Recorded interviews were transcribed and thematically analyzed using MAXQDA® software. RESULTS: We interviewed seven patients and four clinical staff. Themes from the interviews included: 1) existing resources and support services; 2) challenges, gaps in services, and barriers to care; 3) nuances of NA cancer care; and 4) opportunities for improved care and resources. Patients identified financial challenges to receiving cancer care including transportation, lodging, food insecurity, and utility expenses. Patients were willing to complete a FHS tool, but indicated this tool should be short and not intrusive of the patient's financial information. Clinical staff described discomfort in discussing financial hardship with patients, primarily due to a lack of training and knowledge about resources to support patients. Having designated staff familiar with I/T/U systems was helpful, but perspectives differed regarding who should administer FHS. CONCLUSIONS: We identified facilitators and barriers to implementing FHS for NA patients with cancer at both the patient and clinician levels. Findings suggest clear organizational structures and processes are needed for financial hardship to be addressed effectively.


Subject(s)
Financial Stress , Indians, North American , Neoplasms , Qualitative Research , Humans , Neoplasms/diagnosis , Indians, North American/psychology , Male , Female , Middle Aged , Interviews as Topic , Aged , Adult
2.
Article in English | MEDLINE | ID: mdl-39213191

ABSTRACT

BACKGROUND: Whole blood (WB) transfusion, compared with blood component therapy (CT), has been shown to have superior outcomes in the military population. However, whether this translates to the civilian population remains understudied. This study sought to determine the effect of WB on short-term in-hospital outcomes. METHODS: This retrospective cohort study included trauma patients at a Level I trauma center who received either WB or CT upon massive transfusion protocol activation between January 2021 and June 2023. The primary outcome was in-hospital mortality, and secondary outcomes included 24-hour mortality, 7-day mortality, 30-day mortality, trauma-induced coagulopathy, and the number of transfusion events required. The effect of transfusion type on patient outcomes was evaluated using a propensity-weighted modified Poisson regression. RESULTS: Of 1,027 massive transfusion protocol-activated patients, 480 (46.8%) received any WB. The propensity score weighting balanced the covariate distribution between the transfusion groups. Significant effect modification (p < 0.05) by injury type (blunt vs. penetrating) on mortality outcomes was observed. Compared with CT recipients, penetrating trauma patients who received WB had a significantly lower adjusted risk of in-hospital (risk ratio [RR], 0.36; 95% confidence interval [CI], 0.15-0.89), 7-day (RR, 0.37; 95% CI, 0.15-0.94), and 30-day (RR, 0.36; 95% CI, 0.15-0.89) mortality but not significantly different 24-hour mortality (RR, 0.39; 95% CI, 0.15-1.00; p = 0.05). An elevated risk of trauma-induced coagulopathy was observed among WB recipients than CT recipients with blunt trauma (RR, 1.59; 95% CI, 1.07-2.36) but not among patients with penetrating injury (RR, 0.65; 95% CI, 0.30-1.40). Compared with CT recipients, WB recipients had reduced transfusion rates for both penetrating (RR, 0.59; 95% CI, 0.36-0.95) and blunt-related injuries (RR, 0.73; 95% CI, 0.58-0.91). CONCLUSION: The effect of WB on in-hospital mortality is modified by injury type, suggesting the need to consider penetrating injury as an important indication for WB resuscitation. In addition, WB reduces transfusion requirements across both injury types, decreasing patient exposure to transfusion events. LEVEL OF EVIDENCE: Therapeutic; Level III.

3.
Cancer Epidemiol Biomarkers Prev ; 33(8): 1065-1072, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38727561

ABSTRACT

BACKGROUND: Non-Hispanic American Indian and Alaska Native (NH-AI/AN) people exhibit a disproportionate incidence of kidney cancer. Nationally aggregated data do not allow for a comprehensive description of regional disparities in kidney cancer incidence among NH-AI/AN communities. This study examined kidney cancer incidence rates and trends among NH-AI/AN compared with non-Hispanic White (NHW) populations by geographic region. METHODS: Using the United States Cancer Statistics American Indian and Alaska Native (AI/AN) Incidence Analytic Database, age-adjusted incidence rates (per 100,000) of kidney cancers for NH-AI/AN and NHW people for the years 2011 to 2020 combined using surveillance, epidemiology, and end Results (SEER)∗stat software. Analyses were restricted to non-Hispanic individuals living in purchased/referred care delivery area (PRCDA) counties. Average annual percent changes (AAPCs) and trends (1999-2019) were estimated using Joinpoint regression analyses. RESULTS: Rates of kidney cancer incidence were higher among NH-AI/AN compared with NHW persons in the United States overall and in five of six regions. Kidney cancer incidence rates also varied by region, sex, age, and stage of diagnosis. Between 1999 and 2019, trends in kidney cancer rates significantly increased among NH-AI/AN males (AAPC = 2.7%) and females (AAPC = 2.4%). The largest increases were observed for NH-AI/AN males and females aged less than 50 years and those diagnosed with localized-stage disease. CONCLUSIONS: Study findings highlight growing disparities in kidney cancer incidence rates between NH-AI/AN and NHW populations. IMPACT: Differences in geographic region, sex, and stage highlight the opportunities to decrease the prevalence of kidney cancer risk factors and improve access to preventive care.


Subject(s)
Alaska Natives , Indians, North American , Kidney Neoplasms , Humans , Male , Alaska Natives/statistics & numerical data , Female , Incidence , Kidney Neoplasms/epidemiology , Kidney Neoplasms/ethnology , United States/epidemiology , Middle Aged , Indians, North American/statistics & numerical data , Aged , Adult , SEER Program/statistics & numerical data , American Indian or Alaska Native/statistics & numerical data , Young Adult
4.
Res Sq ; 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38645102

ABSTRACT

Background and Aims: Cardiovascular risk factors (CVRFs) later in life potentiate risk for late cardiovascular disease (CVD) from cardiotoxic treatment among survivors. This study evaluated the association of baseline CVRFs and CVD in the early survivorship period. Methods: This analysis included patients ages 0-29 at initial diagnosis and reported in the institutional cancer registry between 2010 and 2017 (n = 1228). Patients who died within five years (n = 168), those not seen in the oncology clinic (n = 312), and those with CVD within one year of diagnosis (n = 17) were excluded. CVRFs (hypertension, diabetes, dyslipidemia, and obesity) within one year of initial diagnosis, were constructed and extracted from the electronic health record based on discrete observations, ICD9/10 codes, and RxNorm codes for antihypertensives. Results: Among survivors (n = 731), 10 incident cases (1.4%) of CVD were observed between one year and five years after the initial diagnosis. Public health insurance (p = 0.04) and late effects risk strata (p = 0.01) were positively associated with CVD. Among survivors with public insurance(n = 495), two additional cases of CVD were identified from claims data with an incidence of 2.4%. Survivors from rural areas had a 4.1 times greater risk of CVD compared with survivors from urban areas (95% CI: 1.1-15.3), despite adjustment for late effects risk strata. Conclusions: Clinically computable phenotypes for CVRFs among survivors through informatics methods were feasible. Although CVRFs were not associated with CVD in the early survivorship period, survivors from rural areas were more likely to develop CVD. Implications for Survivors: Survivors from non-urban areas and those with public insurance may be particularly vulnerable to CVD.

5.
PLoS One ; 19(3): e0300872, 2024.
Article in English | MEDLINE | ID: mdl-38536876

ABSTRACT

Prior research identifies trust as critical to increase vaccine acceptance and uptake. However, few intervention studies have sought to develop or test strategies for bolstering vaccine-related trust. To address this gap, this exploratory study identifies features of COVID-19 vaccine hesitancy interventions that can promote or undermine trust across three interconnected domains: institutional, interpersonal, and product (the vaccine itself). We draw on focus groups (N = 27 participants) with community and university partners involved with hosting COVID-19 testing and vaccine events in underserved Oklahoma communities. Focus groups explored participants' experiences serving community health needs and elicited feedback on proposed vaccine hesitancy interventions. Proposed interventions included two technology-based strategies (text message reminders and tablet-based testimonials and education) and one dialogue-based strategy (anti-body test interpretation). We find that community partners perceived local universities as trustworthy institutions because of their association with popular sports programs, academic credentials, and proximity, creating opportunities to address vaccine-related distrust through community-university partnerships. The most promising intervention strategies for building interpersonal trust included engaging in one-on-one dialogue and using autonomy enhancing approaches. Finally, interventions that successfully encouraged vaccine trust did so by incorporating personalized health information about individuals' potential level of protection and susceptibility to the COVID-19 virus. These findings can inform future public health efforts to create trustworthy vaccine hesitancy interventions.


Subject(s)
COVID-19 , Humans , COVID-19/prevention & control , COVID-19 Testing , Universities , COVID-19 Vaccines , Trust , Vaccination
6.
Microorganisms ; 12(3)2024 Mar 13.
Article in English | MEDLINE | ID: mdl-38543624

ABSTRACT

The COVID-19 pandemic halted progress in global vaccine coverage and disrupted routine childhood vaccination practices worldwide. While there is ample evidence of the vaccination decline experienced during the pandemic, it is less clear how low-income countries were affected. We executed a systematic review to synthesize the current literature on the impacts of routine childhood vaccinations in low-income countries from 1 January 2020 to 8 February 2023. We collected data using an extraction form on Covidence and assessed the quality of studies included in the review using the Risk of Bias in Non-Randomized Studies of Interventions (ROBINS-I) tool. Effect estimates for changes in vaccination during the pandemic were reported and summarized. Factors that influenced changes were grouped into descriptive themes. Thirteen studies, encompassing 18 low-income countries and evaluating 15 vaccines at varying doses, were included in the final review. We found that routine childhood vaccinations during the COVID-19 pandemic varied considerably by vaccine type, location, and phase of the pandemic. Nine different themes were identified as factors that influenced changes in vaccination. Documenting past experiences and lessons learned is crucial for informing preparedness efforts in anticipation of future public health emergencies. Failure to effectively address these things in the next public health emergency could result in a recurrence of declining routine childhood vaccinations.

7.
J Racial Ethn Health Disparities ; 11(2): 958-967, 2024 Apr.
Article in English | MEDLINE | ID: mdl-36964480

ABSTRACT

The purpose of this study was to understand the perceptions of HPV vaccination barriers and factors among parents or guardians of American Indian adolescents in the Cherokee Nation. Fifty-four parents of American Indian adolescents in the Cherokee Nation participated in one of eleven focus group discussions from June to August 2019. Discussions were recorded, transcribed, coded, and analyzed for themes. Protection against cancer was the primary parent-reported reason for vaccinating their children against HPV. The lack of information and safety concerns about the HPV vaccine were the main reasons for non-vaccination. To increase HPV vaccine uptake, parents strongly supported offering vaccinations in school. Furthermore, increased healthcare provider-initiated discussion can ease parental concerns about HPV vaccine safety and improve coverage.


Subject(s)
Papillomavirus Infections , Papillomavirus Vaccines , Adolescent , Humans , American Indian or Alaska Native , Health Knowledge, Attitudes, Practice , Papillomavirus Infections/prevention & control , Parents , Patient Acceptance of Health Care , Perception , Vaccination
8.
Environ Res ; 244: 117954, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38104918

ABSTRACT

Acute myeloid leukemia (AML) is a rare malignancy representing 15-20% of all leukemia diagnoses among children. Maternal exposure to persistent organic pollutants is suggestive of increased risk for childhood AML based on existing evidence. We aimed to evaluate the relationship between persistent organic pollutants and childhood AML using newborn dried bloodspots (DBS) from the Michigan BioTrust for Health. We obtained data on AML cases diagnosed prior to 15 years of age (n = 130) and controls (n = 130) matched to cases on week of birth from the Michigan Department of Health and Human Services. We quantified levels of dichlorodiphenyldichloroethylene (p,p'-DDE), hexachlorobenzene (HCB), and polybrominated diphenyl ether congener 47 (BDE-47) in newborn DBS. We also evaluated other organochlorine pesticides, polychlorinated biphenyls, polybrominated biphenyl congener 153, and polybrominated diphenyl ethers, though these were not further evaluated as >60% of observations were above the limit of detection for these chemicals. To evaluate the association between each chemical and AML, we used multivariable conditional logistic regression. In our multivariable model of HCB adjusted for month of birth, maternal age at delivery, and area poverty, we observed no association with AML (Odds Ratio [OR] per interquartile range increase: 1.17, 95% CI: 0.80, 1.69). For p,p'-DDE, ORs were significantly lower for those exposed to the highest tertile of p,'p-DDE (≥0.29 pg/mL, OR: 0.32, 95% CI: 0.11, 0.95) compared to the first tertile (<0.09 pg/mL). We observed no statistically significant associations between HCB and BDE-47 and AML. We observed a reduced odds of exposure to p,'p-DDE and an increased, though imprecise, odds of exposure to HCB among AML cases compared to controls. Future studies would benefit from a larger sample of AML patients and pooling newborn DBS across multiple states to allow for additional variability in exposures and evaluation of AML subtypes, which may have differing etiology.


Subject(s)
Environmental Pollutants , Halogenated Diphenyl Ethers , Hydrocarbons, Chlorinated , Leukemia, Myeloid, Acute , Polychlorinated Biphenyls , Infant, Newborn , Female , Humans , Child , Child, Preschool , Persistent Organic Pollutants , Dichlorodiphenyl Dichloroethylene , Hexachlorobenzene , Polychlorinated Biphenyls/analysis , Leukemia, Myeloid, Acute/chemically induced , Leukemia, Myeloid, Acute/epidemiology
9.
J Registry Manag ; 50(1): 11-18, 2023.
Article in English | MEDLINE | ID: mdl-37577287

ABSTRACT

Purpose: To assess the association between travel distance to an academic health system and overall survival for patients with human papillomavirus (HPV)-associated cancers. Methods: Using hospital-based cancer registry data from 2005-2019, we calculated unidirectional travel distance from each patient's geocoded address to our academic health center through network analysis. We categorized distance as short (<25 miles), intermediate (25-74.9 miles), or long (≥75 miles). The primary outcome was time from the date of initial diagnosis to the date of death or last contact. We used multivariable Cox proportional hazards regression to evaluate the association between travel distance and overall survival. We also estimated the adjusted observed 5-year survival rate. Results: Patients with HPV-associated cancers traveling distances that were intermediate (hazard ratio [HR], 1.23; 95% CI, 1.06-1.43) and long (HR, 1.15; 95% CI, 1.01-1.32) had a higher hazard of death than the short-distance group. The adjusted 5-year observed survival rates for HPV-associated cancers were lowest in the intermediate-distance group (60.4%) compared with the long-(62.6%) and short-distance (66.2%) groups. Conclusions: Our findings indicate that travel distance to an academic health center was associated with overall survival for patients with HPV-associated cancers, reflecting the importance of considering travel burden in improving patient outcomes.


Subject(s)
Neoplasms , Papillomavirus Infections , Humans , Papillomavirus Infections/epidemiology , Health Services Accessibility , Proportional Hazards Models , Neoplasms/epidemiology , Travel
10.
J Okla State Med Assoc ; 116(2): 62-71, 2023.
Article in English | MEDLINE | ID: mdl-37408787

ABSTRACT

The American Cancer Society estimated 1.9 million diagnosed cancer cases and 608,570 cancer deaths in 2021 in the US; for Oklahoma, they estimated 22,820 cases and 8,610 deaths. This project aimed to demonstrate a method to systematically describe cancer in an accurate and visually attractive, yet simple to make, interpolated map using ZIP Code level registry data, as it is the smallest area unit with high accuracy using inverse distance weighting. We describe a process of creating smoothed maps with an appropriate, well-described, simple, replicable method. These smoothed maps display low (cold) or high (hot) areas of incidence rates of: (a) all cancer combined, (b) colorectal cancer and lung cancer rates by gender, (c) female breast cancer, and (d) prostate cancer, by ZIP Codes for Oklahoma from 2013-2017. The methods we present in this paper provide an effective visualization to pinpoint low (cold) or high (hot) areas of cancer incidence.

11.
Cancer ; 129(22): 3595-3602, 2023 11 15.
Article in English | MEDLINE | ID: mdl-37432072

ABSTRACT

BACKGROUND: There are few assessments evaluating associations between birth defects with neural crest cell developmental origins (BDNCOs) and embryonal tumors, which are characterized by undifferentiated cells having a molecular profile similar to neural crest cells. The effect of BDNCOs on embryonal tumors was estimated to explore potential shared etiologic pathways and genetic origins. METHODS: With the use of a multistate, registry-linkage cohort study, BDNCO-embryonal tumor associations were evaluated by generating hazard ratios (HRs) and 95% confidence intervals (CIs) with Cox regression models. BDNCOs consisted of ear, face, and neck defects, Hirschsprung disease, and a selection of congenital heart defects. Embryonal tumors included neuroblastoma, nephroblastoma, and hepatoblastoma. Potential HR modification (HRM) was investigated by infant sex, maternal race/ethnicity, maternal age, and maternal education. RESULTS: The risk of embryonal tumors among those with BDNCOs was 0.09% (co-occurring n = 105) compared to 0.03% (95% CI, 0.03%-0.04%) among those without a birth defect. Children with BDNCOs were 4.2 times (95% CI, 3.5-5.1 times) as likely to be diagnosed with an embryonal tumor compared to children born without a birth defect. BDNCOs were strongly associated with hepatoblastoma (HR, 16.1; 95% CI, 11.3-22.9), and the HRs for neuroblastoma (3.1; 95% CI, 2.3-4.2) and nephroblastoma (2.9; 95% CI, 1.9-4.4) were elevated. There was no notable HRM by the aforementioned factors. CONCLUSIONS: Children with BDNCOs are more likely to develop embryonal tumors compared to children without a birth defect. Disruptions of shared developmental pathways may contribute to both phenotypes, which could inform future genomic assessments and cancer surveillance strategies of these conditions.


Subject(s)
Hepatoblastoma , Kidney Neoplasms , Liver Neoplasms , Neuroblastoma , Wilms Tumor , Infant , Child , Humans , Neural Crest , Cohort Studies , Hepatoblastoma/epidemiology , Hepatoblastoma/genetics , Wilms Tumor/epidemiology , Wilms Tumor/genetics , Neuroblastoma/epidemiology , Neuroblastoma/genetics , Risk Factors
12.
BMC Public Health ; 23(1): 1146, 2023 06 14.
Article in English | MEDLINE | ID: mdl-37316843

ABSTRACT

BACKGROUND: Oklahoma's cumulative COVID-19 incidence is higher in rural than urban counties and higher than the overall US incidence. Furthermore, fewer Oklahomans have received at least one COVID-19 vaccine compared to the US average. Our goal is to conduct a randomized controlled trial using the multiphase optimization strategy (MOST) to test multiple educational interventions to improve uptake of COVID-19 vaccination among underserved populations in Oklahoma. METHODS: Our study uses the preparation and optimization phases of the MOST framework. We conduct focus groups among community partners and community members previously involved in hosting COVID-19 testing events to inform intervention design (preparation). In a randomized clinical trial, we test three interventions to improve vaccination uptake: (1) process improvement (text messages); (2) barrier elicitation and reduction (electronic survey with tailored questions/prompts); and (2) teachable moment messaging (motivational interviewing) in a three-factor fully crossed factorial design (optimization). DISCUSSION: Because of Oklahoma's higher COVID-19 impact and lower vaccine uptake, identifying community-driven interventions is critical to address vaccine hesitancy. The MOST framework provides an innovative and timely opportunity to efficiently evaluate multiple educational interventions in a single study. TRIAL REGISTRATION: ClinicalTrials.gov: NCT05236270, First Posted: February 11, 2022, Last Update Posted: August 31, 2022.


Subject(s)
COVID-19 , Vaccines , Humans , COVID-19 Vaccines , COVID-19 Testing , Oklahoma/epidemiology , COVID-19/epidemiology , COVID-19/prevention & control , Randomized Controlled Trials as Topic
13.
Cancer ; 129(20): 3300-3308, 2023 10 15.
Article in English | MEDLINE | ID: mdl-37366624

ABSTRACT

BACKGROUND: Studies have reported increased rates of birth defects among children with germ cell tumors (GCTs). However, few studies have evaluated associations by sex, type of defect, or tumor characteristics. METHODS: Birth defect-GCT associations were evaluated among pediatric patients (N = 552) with GCTs enrolled in the Germ Cell Tumor Epidemiology Study and population-based controls (N = 6380) without cancer from the Genetic Overlap Between Anomalies and Cancer in Kids Study. The odds ratio (OR) and 95% confidence interval (CI) of GCTs according to birth defects status were estimated by using unconditional logistic regression. All defects were considered collectively and by genetic and chromosomal syndromes and nonsyndromic defects. Stratification was by sex, tumor histology (yolk sac tumor, teratoma, germinoma, and mixed/other), and location (gonadal, extragonadal, and intracranial). RESULTS: Birth defects and syndromic defects were more common among GCT cases than controls (6.9% vs. 4.0% and 2.7% vs. 0.2%, respectively; both p < .001). In multivariable models, GCT risk was increased among children with birth defects (OR, 1.7; 95% CI, 1.3-2.4) and syndromic defects (OR, 10.4; 95% CI, 4.9-22.1). When stratified by tumor characteristics, birth defects were associated with yolk sac tumors (OR, 2.7; 95% CI, 1.3-5.0) and mixed/other histologies (OR, 2.1; 95% CI, 1.2-3.5) and both gonadal tumors (OR, 1.7; 95% CI, 1.0-2.7) and extragonadal tumors (OR, 3.8; 95% CI, 2.1-6.5). Nonsyndromic defects specifically were not associated with GCTs. In sex-stratified analyses, associations were observed among males but not females. CONCLUSIONS: These data suggest that males with syndromic birth defects are at an increased risk of pediatric GCTs, whereas males with nonsyndromic defects and females are not at an increased risk. PLAIN LANGUAGE SUMMARY: We investigated whether birth defects (such as congenital heart disease or Down syndrome) are linked to childhood germ cell tumors (GCTs), cancers that mainly develop in the ovaries or testes. We studied different types of birth defects (defects that were caused by chromosome changes such as Down syndrome or Klinefelter syndrome and defects that were not) and different types of GCTs. Only chromosome changes such as Down syndrome or Klinefelter syndrome were linked to GCTs. Our study suggests that most children with birth defects are not at an increased risk of GCTs because most birth defects are not caused by chromosome changes.


Subject(s)
Down Syndrome , Klinefelter Syndrome , Neoplasms, Germ Cell and Embryonal , Testicular Neoplasms , Male , Child , Humans , Adolescent , Neoplasms, Germ Cell and Embryonal/epidemiology , Neoplasms, Germ Cell and Embryonal/genetics , Testicular Neoplasms/epidemiology , Testicular Neoplasms/genetics
14.
Pediatr Blood Cancer ; : e30474, 2023 Jun 07.
Article in English | MEDLINE | ID: mdl-37283294

ABSTRACT

BACKGROUND: Clinical informatics tools to integrate data from multiple sources have the potential to catalyze population health management of childhood cancer survivors at high risk for late heart failure through the implementation of previously validated risk calculators. METHODS: The Oklahoma cohort (n = 365) harnessed data elements from Passport for Care (PFC), and the Duke cohort (n = 274) employed informatics methods to automatically extract chemotherapy exposures from electronic health record (EHR) data for survivors 18 years old and younger at diagnosis. The Childhood Cancer Survivor Study (CCSS) late cardiovascular risk calculator was implemented, and risk groups for heart failure were compared to the Children's Oncology Group (COG) and the International Guidelines Harmonization Group (IGHG) recommendations. Analysis within the Oklahoma cohort assessed disparities in guideline-adherent care. RESULTS: The Oklahoma and Duke cohorts both observed good overall concordance between the CCSS and COG risk groups for late heart failure, with weighted kappa statistics of .70 and .75, respectively. Low-risk groups showed excellent concordance (kappa > .9). Moderate and high-risk groups showed moderate concordance (kappa .44-.60). In the Oklahoma cohort, adolescents at diagnosis were significantly less likely to receive guideline-adherent echocardiogram surveillance compared with survivors younger than 13 years old at diagnosis (odds ratio [OD] 0.22; 95% confidence interval [CI]: 0.10-0.49). CONCLUSIONS: Clinical informatics tools represent a feasible approach to leverage discrete treatment-related data elements from PFC or the EHR to successfully implement previously validated late cardiovascular risk prediction models on a population health level. Concordance of CCSS, COG, and IGHG risk groups using real-world data informs current guidelines and identifies inequities in guideline-adherent care.

15.
Vector Borne Zoonotic Dis ; 23(3): 129-135, 2023 03.
Article in English | MEDLINE | ID: mdl-36847355

ABSTRACT

Background: The life cycles of zoonotic and vector-borne diseases can be complex. This complexity makes it challenging to identify factors that confound the association between an exposure of interest and infection in one of the susceptible hosts. In epidemiology, directed acyclic graphs (DAGs) can be used to visualize the relationships between exposures and outcomes and also to identify which factors confound the association between exposure and the outcome of interest. However, DAGs can only be used in situations where no cycle exists in the causal relationships being represented. This is problematic for infectious agents that cycle between hosts. Zoonoses and vector-borne diseases pose additional challenges with DAG construction since multiple required or optional hosts of different species may be part of the cycle. Methods: We review the existing examples of DAGs created for nonzoonotic infectious agents. We then demonstrate how to cut the transmission cycle to create DAGs where infection of a specific host species is the outcome of interest. We adapt our method to create DAGs using examples of transmission and host characteristics common to many zoonotic and vector-borne infectious agents. Results: We demonstrate our method using the transmission cycle of West Nile virus to create a simple transmission DAG that lacks a cycle. Conclusions: Using our work, investigators can create DAGs to help identify confounders of the relationships between modifiable risk factors and infection. Ultimately, a better understanding and control of confounding in measuring the impact of such risk factors can be used to inform health policy, guide public health and animal health interventions, and uncover gaps needing further research attention.


Subject(s)
Confounding Factors, Epidemiologic , Animals , Causality , Risk Factors
16.
Cancer Epidemiol Biomarkers Prev ; 32(5): 634-641, 2023 05 01.
Article in English | MEDLINE | ID: mdl-36827210

ABSTRACT

BACKGROUND: Children with cancer from rural and nonurban areas face unique challenges. Health equity for this population requires attention to geographic disparities in optimal survivorship-focused care. METHODS: The Oklahoma Childhood Cancer Survivor Cohort was based on all patients reported to the institutional cancer registry and ≤ 18 years old at diagnosis between January 1, 2005, and September 24, 2014. Suboptimal follow-up was defined as no completed oncology-related clinic visit five to 7 years after their initial diagnosis (survivors were 7-25 years old at end of the follow-up period). The primary predictor of interest was rurality. RESULTS: Ninety-four (21%) of the 449 eligible survivors received suboptimal follow-up. There were significant differences (P = 0.01) as 36% of survivors from large towns (n = 28/78) compared with 21% (n = 20/95) and 17% (n = 46/276) of survivors from small town/isolated rural and urban areas received suboptimal follow-up, respectively. Forty-five percent of adolescents at diagnosis were not seen in the clinic compared with 17% of non-adolescents (P < 0.01). An adjusted risk ratio of 2.2 (95% confidence interval, 1.5, 3.2) was observed for suboptimal follow-up among survivors from large towns, compared with survivors from urban areas. Seventy-three percent of survivors (n = 271/369) had a documented survivorship care plan with similar trends by rurality. CONCLUSIONS: Survivors from large towns and those who were adolescents at the time of diagnosis were more likely to receive suboptimal follow-up care compared with survivors from urban areas and those diagnosed younger than thirteen. IMPACT: Observed geographic disparities in survivorship care will inform interventions to promote equitable care for survivors from nonurban areas.


Subject(s)
Cancer Survivors , Neoplasms , Humans , Child , Adolescent , Young Adult , Adult , Survivorship , Cities , Follow-Up Studies , Neoplasms/therapy , Neoplasms/epidemiology , Rural Population
17.
Cancer Causes Control ; 34(3): 267-275, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36542212

ABSTRACT

PURPOSE: We estimated human papillomavirus (HPV) vaccine initiation coverage among American Indian adolescents and identified factors associated with HPV vaccination among parents of these adolescents. METHODS: We developed, tested, and disseminated a survey to a random sample of 2,000 parents of American Indian adolescents aged 9-17 years who had accessed Cherokee Nation Health Services from January 2019 to August 2020. We used log-binomial regression to estimate the unadjusted and adjusted weighted prevalence proportion ratios (PPR) and 95% confidence intervals (CI) for adolescent HPV vaccine initiation. RESULTS: HPV vaccine initiation coverage (≥ 1 dose) was 70.7% among adolescents aged 13-17 years. The prevalence of HPV vaccine initiation was higher among American Indian adolescents whose parents were aware of the HPV vaccine (adjusted weighted PPR 3.41; 95% CI 2.80, 4.15) and whose parents received a recommendation from their provider (adjusted weighted PPR 2.70; 95% CI 2.56, 2.84). The most common reasons reported by parents to vaccinate their children were to protect them against HPV-associated cancers (25.7%) and receiving a recommendation from a healthcare provider (25.0%). Parents cited vaccine safety concerns as the main reason for not getting their children vaccinated (33.2%). CONCLUSIONS: HPV vaccine initiation coverage among American Indian adolescents in Cherokee Nation was consistent with the national survey estimates. However, allaying parental concerns about vaccine safety and encouraging providers to recommend the HPV vaccine could improve coverage.


Subject(s)
Papillomavirus Infections , Papillomavirus Vaccines , Adolescent , Child , Humans , Vaccination Coverage , American Indian or Alaska Native , Papillomavirus Infections/epidemiology , Papillomavirus Infections/prevention & control , Vaccination , Parents , Papillomavirus Vaccines/therapeutic use , Health Knowledge, Attitudes, Practice
18.
J Sch Nurs ; : 10598405221130701, 2022 Oct 12.
Article in English | MEDLINE | ID: mdl-36221975

ABSTRACT

Recent trends in vaccine hesitancy have brought to light the importance of using accurate school vaccination data. This study evaluated the accuracy of a pilot statewide kindergarten vaccination survey in Oklahoma. School vaccination and exemption data were collected from November 2017 to April 2018 via the Research Electronic Data Capture system. A multivariable linear regression model was used to evaluate the relationship between students who are up to date for all vaccines comparing school reported and Oklahoma State Department of Health-validated data. Adjusted vaccination data were overestimated by 1.0% among public schools and 3.3% among private schools. These results were validated by a random audit of participating schools finding the school-reported vaccination data to be overestimated by 0.6% compared to true student immunization records on file. Our analysis indicates that school-reported vaccination data are sufficiently valid. Immunization record audits provide confidence in available data, which drives evidence-based decision-making.

19.
Cancer Epidemiol ; 81: 102275, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36215916

ABSTRACT

BACKGROUND: Acute lymphoblastic leukemia (ALL) is the most common type of childhood cancer. While there have been successes in the treatment of leukemia, less information is available on reasons for disparities in event-free survival (EFS) among underserved populations. METHODS: We partnered with a children's hospital at an academic institution to abstract data from the institution's cancer registry, the state cancer registry, and electronic medical records on cancer diagnosis, treatment, and outcomes for children with ALL (n = 275) diagnosed from 2005 to 2019 prior to age 20. We evaluated the relation between 1) race/ethnicity, 2) distance to the children's hospital, and 3) area deprivation with EFS, defined as time from diagnosis to relapse, death, or the end of the study period. We evaluated differences in EFS using Kaplan-Meier analysis with the log-rank test. We used the Cox Proportional Hazards Model for multivariable survival analyses. RESULTS: Most children were diagnosed with ALL under five years of age (45%) and with Pre-B ALL (87%). Twelve percent of children experienced a relapse and 5% died during induction or remission. EFS at 5 years was 82%. Non-Hispanic (NH) Black children had worse, though imprecise, EFS compared to NH White children (Adjusted Hazard Ratio: 2.07, 95% CI: 0.80, 5.38). Children residing in areas with higher deprivation had a higher adjusted hazard of poor outcomes compared to the least deprived areas, though estimates were imprecise (2nd quartile HR: 1.51, 3rd quartile: 1.85, 4th quartile: 1.62). We observed no association between distance to the children's hospital and EFS. CONCLUSION: We observed poorer EFS for NH Black children and children residing in areas with high deprivation, though the estimates were not statistically significant. Our next steps include further evaluating socioeconomic factors in both rural and urban children to identify disparities in outcomes for children with ALL and other childhood cancers.


Subject(s)
Precursor Cell Lymphoblastic Leukemia-Lymphoma , Child , Humans , Young Adult , Adult , Progression-Free Survival , Oklahoma , Precursor Cell Lymphoblastic Leukemia-Lymphoma/epidemiology , Survival Analysis , Recurrence , Disease-Free Survival
20.
Environ Res ; 214(Pt 2): 113897, 2022 11.
Article in English | MEDLINE | ID: mdl-35839910

ABSTRACT

Prior studies have identified the associations between environmental phenol and paraben exposures and increased risk of gestational diabetes mellitus (GDM), but no study addressed these exposures as mixtures. As methods have emerged to better assess exposures to multiple chemicals, our study aimed to apply Bayesian kernel machine regression (BKMR) to evaluate the association between phenol and paraben mixtures and GDM. This study included 64 GDM cases and 237 obstetric patient controls from the University of Oklahoma Medical Center. Mid-pregnancy spot urine samples were collected to quantify concentrations of bisphenol A (BPA), benzophenone-3, triclosan, 2,4-dichlorophenol, 2,5-dichlorophenol, butylparaben, methylparaben, and propylparaben. Multivariable logistic regression was used to evaluate the associations between individual chemical biomarkers and GDM while controlling for confounding. We used probit implementation of BKMR with hierarchical variable selection to estimate the mean difference in GDM probability for each component of the phenol and paraben mixtures while controlling for the correlation among the chemical biomarkers. When analyzing individual chemicals using logistic regression, benzophenone-3 was positively associated with GDM [adjusted odds ratio (aOR) per interquartile range (IQR) = 1.54, 95% confidence interval (CI) 1.15, 2.08], while BPA was negatively associated with GDM (aOR 0.61, 95% CI 0.37, 0.99). In probit-BKMR analysis, an increase in z-score transformed log urinary concentrations of benzophenone-3 from the 10th to 90th percentile was associated with an increase in the estimated difference in the probability of GDM (0.67, 95% Credible Interval 0.04, 1.30), holding other chemicals fixed at their medians. No associations were identified between other chemical biomarkers and GDM in the BKMR analyses. We observed that the association of BPA and GDM was attenuated when accounting for correlated phenols and parabens, suggesting the importance of addressing chemical mixtures in perinatal environmental exposure studies. Additional prospective investigations will increase the understanding of the relationship between benzophenone-3 exposure and GDM development.


Subject(s)
Diabetes, Gestational , Parabens , Bayes Theorem , Biomarkers/urine , Case-Control Studies , Diabetes, Gestational/chemically induced , Diabetes, Gestational/epidemiology , Female , Humans , Parabens/analysis , Phenol , Phenols/urine , Pregnancy , Pregnant Women , Prospective Studies
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