Implementation of Staging Guidelines in Early Esophageal Cancer: A Study of the Society of Thoracic Surgeons General Thoracic Surgery Database.

OBJECTIVE: To evaluate the adoption and clinical impact of endoscopic resection (ER) in early esophageal cancer. BACKGROUND: Staging for early esophageal cancer is largely inaccurate. Assessment of the impact of ER on staging accuracy is unknown, as is the implementation of ER. METHODS: We retrospectively reviewed 2608 patients captured in the Society of Thoracic Surgeons General Thoracic Surgery Database between 2015 and 2020. Patients with clinical T1 and T2 esophageal cancer without nodal involvement (N0) who were treated with upfront esophagectomy were included. Staging accuracy was assessed by clinical-pathologic concordance among patients staged with and without ER. We also sought to measure adherence to National Comprehensive Cancer Network staging guidelines for esophageal cancer staging, specifically the implementation of ER. RESULTS: For early esophageal cancer, computed tomography/positron emission tomography/endoscopic ultrasound (CT/PET/EUS) accurately predicts the pathologic tumor (T) stage 58.5% of the time. The addition of ER to staging was related to a decrease in upstaging from 17.6% to 10.8% ( P =0.01). Adherence to staging guidelines with CT/PET/EUS improved from 58.2% between 2012 and 2014 to 77.9% between 2015 and 2020. However, when ER was added as a staging criterion, adherence decreased to 23.3%. Increased volume of esophagectomies within an institution was associated with increased staging adherence with ER ( P =0.008). CONCLUSIONS: The use of CT/PET/EUS for the staging of early esophageal cancer is accurate in only 56.3% of patients. ER may increase staging accuracy as it is related to a decrease in upstaging. ER is poorly utilized in staging of early esophageal cancer. Barriers to the implementation of ER as a staging modality should be identified and corrected.

Feasibility of Single - Encounter Telemedicine Lung Cancer Screening: A Retrospective Cohort Study in an Underserved Population.

BACKGROUND: COVID-19 forced a delay of non-essential health services, including lung cancer screening. Our institution developed a single-encounter, telemedicine (SET) lung cancer screening whereby patients receive low-dose CT in-person, but counseling regarding results, coordination of follow-up care and smoking cessation is delivered using telemedicine. This study compares outcomes of SET lung cancer screening to our pre-COVID, single-visit, in-person (SIP) lung cancer screening. METHODS: A retrospective cohort study was performed we recorded independent variables of gender, race/ethnicity, age, educational attainment, smoking status and dependent variables including cancer diagnosis, stage and treatment between March 2019 to July 2021. Using retrospective analysis, we compared outcomes of SIP lung cancer screening before COVID-19 and SET lung cancer screening amid COVID-19. RESULTS: There was a significant difference in number of patients screened pre- and amid COVID-19.673 people were screened via SIP, while only 440 were screened via SET. SIP screening consisted of 52.5% Black/African American patients, which decreased to 37% with SET lung cancer screening. There was no significant difference in gender, age, or educational attainment. There was also no significant difference in Lung-RADS score between the 2 methods of screening or diagnostic procedures performed. Ultimately telemedicine based screening diagnosed fewer cancers, 1.6% diagnosed via telemedicine vs 3.3% screened by in person. CONCLUSION: We implemented SET lung cancer screening to continue lung cancer screening during a global pandemic. Our study established feasibility of telemedicine-based lung cancer screening among our predominantly African American/Black population, though fewer patients were screened. We found no difference in distribution between age, or educational attainment suggesting other factors discouraging lung cancer screening amid COVID-19.

Disparities in thoracic surgical oncology.

Disparities in access and outcomes of thoracic surgical oncology are long standing. This article examines the patient, population, and systems-level factors that contribute to these disparities and inequities. The need for research and policy to identify and solve these problems is apparent. As leaders in the field of thoracic oncology, surgeons will be instrumental in narrowing these gaps and moving the discipline forward.

Effective Educational Approaches to Training Physicians About Lung Cancer Screening.

In 2013, the U.S. Preventative Services Task Force recommended low-dose computed tomography (LDCT) for lung cancer screening (LCS) after a national trial demonstrated a 20% reduction in lung cancer mortality with LDCT. Implementation of LCS employing LDCT depends heavily on physician education regarding multiple factors, including eligibility criteria, potential benefits and harms, and shared decision-making. To date, there are no studies of educational approaches for teaching physicians about LCS. This study aims to assess the feasibility and effectiveness of implementing an interactive, group-based learning (GBL) curriculum to teach physicians about LCS. A prospective study was conducted at two nearby institutions from 2017 to 2019 comparing GBL with a lecture format as measured by total knowledge about LCS, acceptability of the educational format, and ease of implementation. We surveyed participants regarding total knowledge and format acceptance. Results were compared to determine whether GBL is an effective and feasible educational strategy for LDCT and LCS education. Residents and faculty participating in GBL demonstrated greater total knowledge compared with residents and faculty participating in the lecture format. Participants in both cohorts preferred a mix of GBL and lecture formats. All participants believed that GBL facilitates implementation of LCS better than lecture-based learning. GBL is an effective and feasible approach for educating physicians about LCS, though it is more time- and resource-intensive than a lecture approach. However, healthcare providers believe GBL will facilitate implementation of LCS more than lectures.

Adherence to annual lung cancer screening with low-dose CT scan in a diverse population.

PURPOSE: Our aim was to develop a novel approach for lung cancer screening among a diverse population that integrates the Centers for Medicare and Medicaid Services (CMS) recommended components including shared decision making (SDM), low-dose CT (LDCT), reporting of results in a standardized format, smoking cessation, and arrangement of follow-up care. METHODS: Between October of 2015 and March of 2018, we enrolled patients, gathered data on demographics, delivery of SDM, reporting of LDCT results using Lung-RADS, discussion of results, and smoking cessation counseling. We measured adherence to follow-up care, cancer diagnosis, cancer treatment, and smoking cessation at 2 years after initial LDCT. RESULTS: We enrolled 505 patients who were 57% African American, 30% Caucasian, 13% Hispanic, < 1% Asian, and 61% were active smokers. All participants participated in SDM, 88.1% used a decision aid, and 96.1% proceeded with LDCT. Of 496 completing LDCT, all received a discussion about results and follow-up recommendations. Overall, 12.9% had Lung-RADS 3 or 4, and 3.2% were diagnosed with lung cancer resulting in a false-positive rate of 10.7%. All 48 patients with positive screens but no cancer diagnosis adhered to follow-up care at 1 year, but only 35.4% adhered to recommended follow-up care at 2 years. The annual follow-up for patients with negative lung cancer screening results (Lung-RADS 1 and 2) was only 23.7% after one year and 2.8% after 2 years. All active smokers received smoking cessation counseling, but only 11% quit smoking. CONCLUSION: The findings show that an integrated lung cancer screening program can be safely implemented in a diverse population, but adherence to annual screening is poor.

Aiding shared decision making in lung cancer screening: two decision tools.

BACKGROUND: Shared decision making (SDM) preceding lung cancer screening is important for populations that are underrepresented in lung cancer screening trials. Current evidence-based guidelines; however, do not address personal risk and outcomes in underrepresented populations. This study compared two SDM decision aids (Option Grids and Shouldiscreen.com) for SDM efficacy, decision regret and knowledge. METHODS: We conducted a prospective trial of lung cancer screening patients (N = 237) randomized to SDM with Option Grids or Shouldiscreen.com. To evaluate the SDM process after lung cancer screening, patients answered two questionnaires: CollaboRATE and Decision Regret. Patients also completed a questionnaire to test their knowledge of lung cancer screening. RESULTS: Patients were predominantly African American (61.6%), though multiple races, varying education levels and equal genders were represented. Patients in both Option Grids and Shouldiscreen.com groups reported favorable SDM experiences (P = 0.60) and equivalent knowledge about lung cancer screening (P = 0.43). Patients using Shouldiscreen.com had less knowledge regarding the potential complications of subsequent testing (P = 0.02). Shouldiscreen.com patients had increased regret regarding their decision to pursue screening (P = 0.02). CONCLUSIONS: Option Grids and Shouldiscreen.com both facilitated a meaningful SDM process. However, Option Grids patients experienced decreased decision regret and enhanced knowledge of the potential complications of screening.

Examining Gender Differences in Lung Cancer Screening.

It is unknown if gender influences outcome of lung cancer screening with Low Dose CT (LDCT), especially with frequent and continued underrepresentation of women in clinical trials. We examined a balanced cohort of men and women with the hypothesis that there would be no difference in participation or results between men and women undergoing lung cancer screening. In an urban, academic medical center, we prospectively collected data on patients referred for lung cancer screening from October 2015 to August 2018. We studied gender, age, ethnicity, level of education and smoking history. We measured results of LDCT using Lung-RADS reporting system. 546 patients underwent LDCT between October 2015 and August 2018. 279 (51%) were female and 267 (49%) were males. Age, education status or smoking patterns did not significantly differ between females and males There was a significant difference between males and females in the distribution of LDCT results (p = 0.05). 81 females and 105 males were diagnosed with Lung-RADS 1; 99 females and 92 males with Lung-RADS 2; 15 females and 8 males with Lung-RADS 3; 19 females and 11 males with Lung-RADS 4. Overall, 10 females (3.5%) and 3 males (1.1%) were diagnosed with lung cancer (risk difference 2.4, 95% CI-0.0006-0.05, p = 0.09). Women are often underrepresented in clinical trials. Preliminary results from our lung cancer screening program demonstrate equal participation and equal benefit from the screening program. Long term data is needed to study survival benefit.

Poststernotomy Complications: A Multimodal Review of Normal and Abnormal Postoperative Imaging Findings.

OBJECTIVE: The purpose of this article is to review the normal postoperative appearance of various sternotomy configurations as well as the pathophysiologic and imaging characteristics of sternotomy complications on radiographs, MDCT, MRI, and scintigraphy. CONCLUSION: Clinical signs of sternotomy complications are nonspecific and often overlap with normal postoperative changes. Knowledge of normal and abnormal imaging findings is essential to guide management and treatment.

An Enhanced Shared Decision Making Model to Address Willingness and Ability to Undergo Lung Cancer Screening and Follow-Up Treatment in Minority Underserved Populations.

Failure to address willingness and ability to undergo lung cancer treatment before lung cancer screening could cause patients unnecessary anxiety, cost and care. We employed an enhanced shared decision making (SDM) model to address willingness and ability to undergo lung cancer screening of low dose CT (LDCT) scanning. We hypothesized that enhanced SDM was feasible and did not discourage patients from undergoing lung cancer screening. We performed a prospective study of patients referred for lung cancer screening. We measured adherence to the LCS protocol, including consent to discuss lung cancer treatment if cancer is found and direct questions to patients about willingness and ability to undergo lung cancer treatment. We measured race, gender, adherence to the consent process and questions regarding willingness and ability to undergo lung cancer treatment and subsequent uptake of LDCT. All 190 patients have a documented SDM visit addressing the risks and benefits of lung cancer screening and consented to discuss lung cancer treatment if lung cancer is diagnosed. One hundred and seventy-nine (179) of 190 (94%) answered yes to being willing and able to undergo lung cancer treatment. One hundred and eighty-seven (187) patients underwent LDCT (98.4%). Discussion about willingness and ability to undergo lung cancer treatment should be an essential component of a SDM discussion prior to LDCT. This study demonstrated that an enhanced SDM experience is feasible in a clinical setting. Furthermore, patients proceeded with LDCT following the enhanced SDM process.

Warming barium sulfate improves esophageal leak detection in pig model.

BACKGROUND: Barium esophagograms have poor sensitivity in detecting leaks. We hypothesized that heating barium would decrease viscosity, facilitate extravasation, and enhance its sensitivity in detecting esophageal leaks. METHODS: We characterized the viscosity of barium at increasing temperatures. We measured the radiopacity of barium at 25°C and 50°C. We determined the smallest diameter defect in esophagus that barium can detect by perforating a porcine esophageal segment with angiocatheters of various diameters, injecting barium at 25°C, and observing extravasation of contrast. We repeated this with barium heated to 30°C, 40°C, 50°C, and 70°C. To determine the ability of barium to detect a staple line leak, we perforated a stapled esophageal segment by air insufflation, injected barium at different temperatures, and monitored extravasation. We used Visipaque, a water-soluble contrast agent, for comparison in all experiments. RESULTS: The viscosity of barium decreased with increasing temperature. The radiopacity of barium did not change with increasing temperature and was higher than that of Visipaque (P < 0.001). The size of the smallest detectable leak decreased from 2.1 mm with barium at 25°C to 1.3 mm at 40°C and 1.1 mm with Visipaque (P < 0.0001). The sensitivity of staple line leak detection increased from 0% for barium at 25°C to 80% (P = 0.02) with barium at 40°C. There was no significant difference in sensitivity between barium at 40°C and Visipaque. CONCLUSIONS: Barium warmed to 40°C offers the best sensitivity of esophageal leak detection without compromising radiopacity. Barium at 40°C may be the optimum choice for swallow study to detect esophageal leaks.

History and Current Status of Well-being Among Organizations (Impact of Wellness on a Section, Division, Institution and Profession, ACGME Requirements, Policies).

The authors provide an overview of cultural adjustments and policy changes to support wellness in medicine. Subsequently, the data around wellness in cardiothoracic surgery, as well as policies and interventions that have been put into place to address wellness concerns in cardiothoracic surgery is discussed. The authors focus on both trainees and attendings and provide both a list of actions to address deficits in wellness management in the field, as well as resources available to promote well-being among cardiothoracic surgeons.

The Cost of Being a Woman in Academic Cardiothoracic Surgery: Joint Collaboration of The Society of Thoracic Surgeons Workforces on Diversity, Equity, and Inclusion and Cardiothoracic Surgery Practice Models.

BACKGROUND: Gender disparity in the cardiothoracic surgery workforce is challenging to enumerate and quantify. The purpose of our work is to use the most current data to quantify the percentage of women in academic cardiothoracic surgery and salary disparity between women and men. METHODS: We performed a cross-sectional analysis of data collected by the Accreditation Council for Graduate Medical Education Data Resource Book 2021 and Association of American Medical Colleges Faculty Data for U.S. Medical School Faculty 2019, 2020, and 2021. We used descriptive analysis of the number of faculty and mean salaries of academic cardiothoracic surgeons according to academic rank and gender. Salary disparity in cardiothoracic surgery was compared with salary disparities seen among surgical specialties and academic clinicians. RESULTS: Over the past 3 years, women comprised 11.5% of the cardiothoracic workforce. In 2021, cardiothoracic surgeons who were women earned $0.71 to $0.86 for every $1.00 earned by cardiothoracic surgeons who were men. Ascending academic rank correlated with greater gender salary disparity; women professors earned less than men of equal and lower academic rank. From 2019 to 2021, women of the academic ranks of associate professor, professor, and chief of cardiothoracic surgery experienced a decrease in mean salaries, whereas men of equivalent academic ranks experienced an increase in mean salaries. CONCLUSIONS: Gender disparity in cardiothoracic surgery persists, with low representation of women and salary disparity at every academic rank.

A Report of Salaries of Academic Cardiothoracic Surgeons Based on Race and Ethnicity.

BACKGROUND: Diversity in the physician workforce improves patient care, physician well-being, and innovation. Workforce diversity is dependent on fair compensation that is unbiased by race or ethnicity. The purpose of this study was to determine whether a disparity of representation and salary on the basis of race or ethnicity exists in academic cardiothoracic surgery. METHODS: Study investigators performed a cross-sectional analysis of data collected by the Accreditation Council of Graduate Medical Education (ACGME) and the Association of American Medical Colleges (AAMC) faculty data for US medical school faculty 2021 and 2022. Salary data were not available if an academic rank and race or ethnicity had fewer than 6 cardiothoracic surgeons. Study investigators performed a descriptive analysis of the number of faculty and compared median and mean salaries according to academic rank using a paired t test. RESULTS: Of the 758 academic cardiothoracic surgeons, 64.9% were White, 25.2% were Asian, 3.3% were Black or African American, 4.9% were Hispanic or Latino, and 1.7% were of other race or ethnicity. Cardiothoracic surgeons at the academic rank of professor were 74.6% White, 17.7% Asian, 3.4% Black or African American, 3.9% Hispanic or Latino, and 0.4% other races. Asian faculty earned 89% to 171%, Black or African American faculty earned 59% to 94%, and Hispanic or Latino faculty earned 84% to 165% of the median salary earned by White faculty. Black or African American faculty consistently and significantly (P = .002) earned lower median salaries compared with White faculty at each academic rank measured. CONCLUSIONS: The academic cardiothoracic surgery workforce lacks diversity, especially at the highest academic ranks. Salary equity among races or ethnicities is complex, requiring additional study. However, Black or African American cardiothoracic surgeons experience low representation and salary disparity at every academic rank measured.

Dear Program Director: An Evaluation of Implicit Bias in Letters of Recommendation for Neurosurgery Residency.

BACKGROUND AND OBJECTIVES: Despite comprising half of medical students, women represent only 29.6% of neurosurgery applicants and 17% of residents, suggesting a "leak" in the career pipeline for women neurosurgeons. Surveys persistently show that neurosurgery programs identify United States Medical Licensing Examination (USMLE®) Step 1 score and letters of recommendation (LORs) as the most important factors in selecting applicants to interview. A previous study in neurosurgery found no differences in LORs. However, multiple studies in other specialties have demonstrated implicit gender bias in LORs, which may influence resident selection. Our objective is to evaluate neurosurgery residency LORs for evidence of implicit gender bias. METHODS: Retrospective analysis of LORs for interviewed neurosurgery applicants at a single institution during the 2014 to 2020 National Residency Matching Program (NRMP®) match cycles. Letters were evaluated using Linguistic Inquiry & Word Count (LIWC) software (Pennebaker Conglomerates), and additional applicant data were obtained from candidate applications. LIWC (Pennebaker Conglomerates) output data included custom dictionary categories and terms that were analyzed using Prism 10 and Rstudio. RESULTS: Two hundred eighteen applications were reviewed for a total of 827 letters. LIWC (Pennebaker Conglomerates) analysis showed significant differences in word count (331 vs 297, difference = 34, 95% CI: 9-61, P = .008). LORs for applicants who were men were more likely to mention Alpha Omega Alpha Honor Medical Society (1.17 vs 0.778, difference = 0.4, 95% CI: 0.13-0.67, P = .023). USMLE® Step 1 scores were significantly lower for women (241 vs 247, difference = 6, 95% CI: 2-10, P = .004). There was no significant difference between letters for men and women for all categories evaluated in the linguistic evaluation. CONCLUSION: LORs are vital to the neurosurgical residency application process. The data exhibit some differences between the men and women applicants but few differences in their LORs, consistent with the results of the previous neurosurgical study.

Assessment of the well-being of significant others of cardiothoracic surgeons.

OBJECTIVES: We aimed to evaluate how the current working climate of cardiothoracic surgery and burnout experienced by cardiothoracic surgeons influences their spouses and significant others (SOs). METHODS: A 33-question well-being survey was developed by the American Association for Thoracic Surgery Wellness Committee and distributed by e-mail to the SOs of cardiothoracic surgeons and to all surgeon registrants of the 2020 and 2021 American Association for Thoracic Surgery Annual Meetings with a request to share it with their SO. The 5-item Likert-scale survey questions were dichotomized, and associations were determined by χ2 or independent samples t tests, as appropriate. RESULTS: Responses from 238 SOs were analyzed. Sixty-six percent reported that the stress on their cardiothoracic surgeon partner had a moderate to severe influence on their family, and 63% reported that their partner's work demands didn't leave enough time for family. Fifty-one percent reported that their partner rarely had time for intimacy, 27% reported poor work-life balance, and 23% reported that interactions at home were usually or always not good-natured. SOs were most affected when their partner was <5 years out from training, worked in private vs academic practice, and worked longer hours. Having children, particularly younger than age 19 years, and a lack of workplace support resources further diminished well-being. CONCLUSIONS: The current work culture of cardiothoracic surgeons adversely affects their SOs, and the risk for families is concerning. These data present a major area for exploration as we strive to understand and mitigate the factors that lead to burnout among cardiothoracic surgeons.

Gender differences in cardiothoracic surgery letters of recommendation.

OBJECTIVE: To investigate whether or not gender influences letters of recommendation for cardiothoracic surgery fellowship. METHODS: From applications to an Accreditation Council Graduate Medical Education cardiothoracic surgery fellowship program between 2016 and 2021, applicant and author characteristics were examined with descriptive statistics, analysis of variance, and Pearson χ2 tests. Linguistic software was used to assess communication differences in letters of recommendation, stratified by author and applicant gender. An additional higher-level analysis was then performed using a generalized estimating equations model to examine linguistic differences among author-applicant gender pairs. RESULTS: Seven hundred thirty-nine recommendation letters extracted from 196 individual applications were analyzed; 90% (n = 665) of authors were men and 55.8% (n = 412) of authors were cardiothoracic surgeons. Compared with women authors, authors who are men wrote more authentic (P = .01) and informal (P = .03) recommendation letters. When writing for women applicants, authors who are men were more likely to display their own leadership and status (P = .03) and discuss women applicants' social affiliations (P = .01), like occupation of applicant's father or husband. Women authors wrote longer letters (P = .03) and discussed applicants' work (P = .01) more often than authors who are men. They also mentioned leisure activities (P = .03) more often when writing for women applicants. CONCLUSIONS: Our work identifies gender-specific differences in letters of recommendation. Women applicants may be disadvantaged because their recommendation letters are significantly more likely to focus on their social ties, leisure activities, and the status of the letter writer. Author and reviewer awareness of gender-biased use of language will aid in improvements to the candidate selection process.

The Philadelphia Lung Cancer Learning Community: a multi-health-system, citywide approach to lung cancer screening.

BACKGROUND: Lung cancer screening uptake for individuals at high risk is generally low across the United States, and reporting of lung cancer screening practices and outcomes is often limited to single hospitals or institutions. We describe a citywide, multicenter analysis of individuals receiving lung cancer screening integrated with geospatial analyses of neighborhood-level lung cancer risk factors. METHODS: The Philadelphia Lung Cancer Learning Community consists of lung cancer screening clinicians and researchers at the 3 largest health systems in the city. This multidisciplinary, multi-institutional team identified a Philadelphia Lung Cancer Learning Community study cohort that included 11 222 Philadelphia residents who underwent low-dose computed tomography for lung cancer screening from 2014 to 2021 at a Philadelphia Lung Cancer Learning Community health-care system. Individual-level demographic and clinical data were obtained, and lung cancer screening participants were geocoded to their Philadelphia census tract of residence. Neighborhood characteristics were integrated with lung cancer screening counts to generate bivariate choropleth maps. RESULTS: The combined sample included 37.8% Black adults, 52.4% women, and 56.3% adults who currently smoke. Of 376 residential census tracts in Philadelphia, 358 (95.2%) included 5 or more individuals undergoing lung cancer screening, and the highest counts were geographically clustered around each health system's screening sites. A relatively low percentage of screened adults resided in census tracts with high tobacco retailer density or high smoking prevalence. CONCLUSIONS: The sociodemographic characteristics of lung cancer screening participants in Philadelphia varied by health system and neighborhood. These results suggest that a multicenter approach to lung cancer screening can identify vulnerable areas for future tailored approaches to improving lung cancer screening uptake. Future directions should use these findings to develop and test collaborative strategies to increase lung cancer screening at the community and regional levels.

A History of Health Policy and Health Disparity.

Civil Rights legislation and court decisions influenced health care policy, which attempted to provide health care to elderly and low-income populations. Passing Medicaid and Medicare was monumental in increasing access to health insurance. The Affordable Care Act aimed to increase access to and affordability of health care to alleviate some disparities in health care. The Affordable Care Act established the National Institute of Minority and Health Disparity and Offices of Minority Health. However, disparities of access, care, morbidity, and mortality among marginalized populations persist. We in the thoracic community must leverage all means to mitigate the injustice of health disparities.

Social Disparities in Lung Cancer Risk and Screening.

Significant disparities exist in lung cancer incidence and screening. Geographic, racial, gender, and socioeconomic disparities affect lung cancer incidence. As the leading cause of lung cancer, smoking varies among different racioethnic groups, genders, and socioeconomic statuses. In addition, environmental pollutants, such as radon, industrial toxins, and air pollution, are significant risk factors for lung cancer development that is disproportionately seen in working-class communities, as well as underserved and disabled populations. Lung cancer incidence depends on diagnosis. Literature examining lung cancer incidence and screening disparities have its limitations, as most studies are methodologically limited and do not adjust for important risk factors.

Challenges in the Methodology for Health Disparities Research in Thoracic Surgery.

Research on health disparities in thoracic surgery is based on large population-based studies, which is associated with certain biases. Several methodological challenges are associated with these biases and warrant review and attention. The lack of standardized definitions in health disparities research requires clarification for study design strategy. Further inconsistencies remain when considering data sources and collection methods. These inconsistencies pose challenges for accurate and standardized downstream data analysis and interpretation. These sources of bias should be considered when establishing the infrastructure of health disparities research in thoracic surgery, which is in its infancy and requires further development.