Abstract
Background/Aim: Pancreatic cancer has a high mortality rate and timely treatment is imperative for favorable patient outcomes. This retrospective study aimed to identify disparities in time to treatment for pancreatic cancer based on sociodemographic factors. Patients and Methods: The study used the National Cancer Database from 2004 to 2019. A total of 423,482 patients with pancreatic cancer were included in the study. Time to first treatment, surgery, radiation, and chemotherapy were analyzed in the context of age, sex, race, Hispanic origin, insurance status, income, facility type, geographic setting, grade, stage, and Charlson-Deyo Comorbidity score (CDC). Results: All sociodemographic factors included were found to be significantly associated with disparities for time to treatment in at least one of the categories studied. Minorities, treatment at academic facilities, and patients with a high CDC score had consistently longer times to all treatment classifications. Conclusion: The analyzed sociodemographic factors affected time to pancreatic cancer treatment. Disparities in time to treatment for pancreatic cancer must be studied and understood to ameliorate the impact this cancer has on society and assure the best possible care for all communities.
Pancreatic cancer is well known to be an aggressive cancer. According to the CDC, the incidence of pancreatic cancer in males has shown the greatest annual increase among all cancers, rising 1.1% yearly (1). With the rise in obesity, a risk factor for pancreatic cancer, the incidence of pancreatic cancer is anticipated to continue increasing (2). Non-white patients and those with lower SES experience worse outcomes when diagnosed with pancreatic cancer, further disadvantaging the black community that already has 50 to 90% higher incidence of pancreatic cancer when compared to white individuals in the United States (3).
Pancreatic cancer is the third leading cause of cancer-associated deaths when considering both males and females as of 2022 (4). Its high mortality rate has not declined significantly in the past years making further studies imperative. Zhang et al. state that the high mortality is partially due to the difficulty in early diagnosis (5). However, extended times to treatment also play a crucial role when considering patient outcomes. Access to healthcare may be restricted within certain groups according to sociodemographic factors. Uncovering trends in disparities may help reduce the elevated mortality rate of pancreatic cancers by decreasing the time to treatment within disadvantaged communities. In this article, we conducted a comprehensive analysis of the National Cancer Database to investigate disparities in the time to treatment for pancreatic cancer considering demographic, clinical, and financial factors.
Patients and Methods
Data from the National Cancer Database (2004-2019) on pancreatic cancer was statistically analyzed using SAS version 9.4 (SAS Institute Inc., Cary, NC, USA). The factors taken into consideration were age, sex, race, Hispanic origin, insurance status, income, facility type, geographic setting, grade, stage, and Charlson-Deyo Comorbidity score (CDC). Cancer staging was performed according to the American Joint Committee on Cancer (AJCC 6th and 7th edition). Times to first treatment, surgery, radiation, and chemotherapy for the factors mentioned above were included in the study. The mean and standard deviation of time to treatment were computed and analyzed for all categories. Continuous variables were analyzed using the Kruskal Wallis test while categorical variables were analyzed using the chi-square test. No approval by the Institutional Review Board was required as this study was deemed exempt.
Results
Time to first treatment. Time to first treatment of any cancer is an important measure that helps predict patient outcome. Gamboa et al. have shown that patients who began their treatment for pancreatic adenocarcinomas within 6 weeks of diagnosis were more likely to have improved survival (6). Furthermore, an increase in mortality rate of 1.2% to 3.2% per week delay in treatment initiation has been observed in certain cancers including pancreatic, lung, and renal cancers (7). Table I shows that the time to first treatment was significantly longer among black and Hispanic patients compared to white patients. Additionally, patient characteristics associated with some of the shortest times to first treatment were private insurance, higher income, and rural setting.
Time to surgery. Surgery is the main cure for adenocarcinoma of the pancreas (8, 9). Even though surgery alone is a treatment option, recent studies have found better survival outcomes in early-stage cancers when surgery is combined with neoadjuvant and/or adjuvant chemotherapy (10). Table II shows that Native Americans and treatment at academic facilities were associated with the longest times to surgery. In contrast, shorter times to surgery were observed among uninsured patients and those treated at community and comprehensive facilities.
Time to radiation. While patients with early-stage pancreatic cancer are most often considered for surgery upfront, patients with later-stage cancers may also undergo radiation (11). The data from this study reveals that the time to radiation was significantly longer compared to other treatment options, with nearly all averages exceeding 100 days. However, it is important to note that radiotherapy was the least common therapy used among those studied, as evidenced by the smaller subgroup size. Table III shows longer times to radiation in Asians and Hispanics. Characteristics also associated with greater intervals to radiation were age between 60 and 70 years old and income greater than 63,000 dollars. Shorter times to radiation were associated with being between 40 and 50 years old, Native American, and residing in rural areas.
Time to chemotherapy. Chemotherapy may be used in the neoadjuvant or adjuvant setting or both (12). Chemotherapy was the most used cancer treatment among those included in this study. Table IV illustrates data concerning times to chemotherapy, showing that being black, Hispanic, uninsured, low income, or receiving treatment in an academic facility were all characteristics linked to delayed times to chemotherapy.
Discussion
In this study, multiple factors were analyzed to uncover disparities in the time to first treatment, surgery, radiation, and chemotherapy. Age, sex, race, Hispanic origin, insurance status, income, facility type, geographical setting, and comorbid status were all found to be significantly associated with time to treatment variations within at least one treatment category.
Most notably, academic facilities and Carlson-Deyo Comorbidity (CDC) scores of 3 or more were associated with the longest times to treatment throughout all treatment categories. Naturally, a higher comorbidity score would be expected to lead to delays in treatment because these patients often need to be optimized or “cleared” prior to initiating treatment. Less intuitively, the delay in patients receiving treatment at academic facilities may be due to a possible greater influx of patients when compared to other hospital types which would ultimately make scheduling treatment more difficult. Sukniam et al. stated that referrals to tertiary academic centers likely play a role in patient’s untimely treatment (13). Given that academic facilities receive a high rate of referral cases, this could be another factor responsible for a delay in treatment. Academic facilities may also reanalyze the case before offering treatment.
Rural settings were consistently associated with the shortest time to treatments. Similar to access to care issues that may affect treatment facility type, this observation could be due to less dense populations within rural settings that translate to less saturated clinics and health facilities. Scheduling appointments would consequently be easier, and time to treatment would potentially be minimized. Conversely, metropolitan areas had the longest time to treatment, which likely also reflects population density as a factor associated with time to treatment.
Chemotherapy was the most frequent treatment within our cohort. Significant inequalities in times to chemotherapy were observed for black, Hispanic, and uninsured patients. Patients treated in academic facilities were also disadvantaged. On average, patients within these categories had treatment delays of approximately four days. While four days may not seem very significant, it is important to note that this only represents an average. Therefore, many patients unfortunately received their first chemotherapy treatment even later, which could jeopardize the patient’s outcomes.
Pancreatic cancer is mostly associated with older age. McGuigan et al. stated that 90% of patients are over the age of 55 when first diagnosed and most are in their 70’s and 80’s (2). This study particularly analyzed trends in times to treatment for age groups over 40. Among the various age groups, patients older than 70 had the longest time to receive their initial treatment and chemotherapy. Notably, this same age group showed the shortest time to treatment for surgery. This would be expected as many older patients would not be considered fit for systemic chemotherapy, therefore surgery may be their only option.
Sex was found to be an insignificant factor in times to first treatment, surgery, and radiation. However, time to chemotherapy was significantly longer in females than their male counterparts, which was particularly worrisome because pancreatic cancer has a disproportionately greater incidence in females (14). A factor contributing to this delay in treatment may be the side effects experienced by females undergoing chemotherapy. Unger et al. found that women have greater severity of symptomatic and hematologic adverse effects due to immunotherapy-targeted therapy and chemotherapy than men (15).
Noel and Fiscella have shown that African Americans and sometimes Hispanics receive suboptimal treatment for pancreatic cancers (11). Our data shows that minorities overall were always amongst the latest to receive treatment, particularly blacks and people of Hispanic origin. Whites were always first or second fastest to receive treatment. The disproportionally greater time to treatment for minorities might be rooted in socioeconomic status (SES) inequities. Lack of education might hinder patient-doctor relationships and hamper follow-up after diagnosis. Low income may obstruct access to healthcare altogether. In fact, having an income of less than $63,000 and being uninsured were delaying factors for times to first treatment and chemotherapy. Both factors obstruct access to healthcare services and treatment directly. Cheung et al. concurringly state that patients in lower SES are less likely to have pancreatic surgery, chemotherapy, and radiation (16). Surprisingly, uninsured patients had the fastest time to surgery. Surgery may also be the most comprehensible treatment and, therefore, the quickest to be performed on patients who have poor access to care the better (17).
It is important to note that while almost all factors studied were found to show statistically significant disparities, they may not be clinically significant. The large number of patients in the database would allow statistical significance to be achieved while the difference in days of the time to treatment do not amount to a difference in patient outcome among several treatment variables. Even though a large database improves study generalizability, it is also a noteworthy limitation. Due to the great volume of patient information, the database might have missing data and incorrectly documented information. Another limitation is the retrospective nature of this study because its data may no longer be representative of current practices and disparities.
Nonetheless, pancreatic cancer incidence is rising on a global level (18). This study provides large-scale evidence of the influence of sociodemographic factors on the time to treatment for pancreatic cancer. Understanding and acknowledging these disparities are very important in order to find ways to provide the best possible care to all communities affected by pancreatic cancer.
Footnotes
Authors’ Contributions
Writing and revision of the article: PBJ, EG; Analysis and interpretation of data: AG, PBJ, EG. All Authors read and approved the final manuscript.
Conflicts of Interest
The Authors have no conflicts of interest to declare in relation to this study.
- Received July 26, 2023.
- Revision received September 6, 2023.
- Accepted September 11, 2023.
- Copyright © 2023, International Institute of Anticancer Research (Dr. George J. Delinasios), All rights reserved
This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY-NC-ND) 4.0 international license (https://creativecommons.org/licenses/by-nc-nd/4.0).