Kimberley S. Mak’s research while affiliated with University of Massachusetts Boston and other places

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Publications (111)


Figure 1 Patient inclusion criteria. Abbreviation: RT=radiation therapy.
Univariable and multivariable odds of radiation discontinuation by clinical or socioeconomic factors
Factors Associated With Early Discontinuation of Radiation Therapy: An Analysis of the National Cancer Database
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April 2025

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Advances in Radiation Oncology

Jie Yin

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Daniel Huang

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Ariel E. Hirsch
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The impact of immune-related adverse events on survival outcomes in a racially diverse population, with a focus on non-Hispanic Black patients

November 2024

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20 Reads

The Oncologist

Introduction The development of immune-related adverse events (irAEs) has been associated with improved survival outcomes in non-small cell lung cancer (NSCLC). However, this association’s extent across race and ethnicity remains uncertain. We evaluated the association between the development of irAEs and treatment outcomes across racially diverse groups treated at a safety net hospital. Methods A retrospective chart review was performed to identify patients with advanced NSCLC treated between 2015 and 2020. The incidence of irAEs across racial subgroups was compared using logistic regression analysis. Cox regression analysis was performed to evaluate the association between the development of irAEs and treatment outcomes. Results We identified 138 NSCLC patients treated with immune checkpoint inhibitors (ICIs), of whom 50% identified as non-Hispanic Black (NHB). Incidence of irAEs was 28%, with no significant difference between NHB and other racial groups. However, females [OR 2.3, 95% CI, (1.1-4.8)] and patients with Medicaid or MassHealth insurance had a higher incidence of irAEs [OR 2.7 (1.2-5.7)]. Additionally, patients with irAEs had a lower risk of disease progression (multivariable HR 0.46, 95% CI, 0.23-0.92) compared to those without irAEs. The association between irAEs and improved progression free survival (PFS) in NHB patients was similar to the other racial group [median PFS 246 vs 181 days; HR 0.87 (0.58-1.29)]. Conclusion We demonstrated a similar incidence of irAEs in NHB patients with NSCLC as compared to other racial groups. Patients who developed irAEs experienced significantly improved survival outcomes. This association remained independent of race and ethnicity, underscoring the importance of providing unbiased treatment recommendations.



Patient, tumor, and treatment characteristics
Continued)
Univariable and multivariable analysis of overall survival Hazard ratio (95% confidence interval) P
Consecutive Daily vs. Every Other Day SBRT Scheduling for Stage I NSCLC

September 2024

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13 Reads

Advances in Radiation Oncology

Purpose The optimal delivery schedule for stereotactic body radiation therapy (SBRT) in treating stage I non-small cell lung cancer (NSCLC) is unknown. This study used the National Cancer Database to examine daily versus every other day (QOD) SBRT scheduling, including trends over time and association with survival. Methods and Materials The National Cancer Database was used to retrospectively identify patients with stage I NSCLC treated with 3-, 4-, or 5-fraction of SBRT between 2004 and 2016. Survival analysis was performed using the Kaplan-Meier method and Cox regression modeling. Results Of 15,269 patients, 3927 (25.7%) received SBRT daily, and 11,342 (74.3%) received treatment QOD. The use of QOD treatment increased from 63.2% in 2007 to 78.3% in 2016, and 5-fraction SBRT increased from 3.7% in 2004 to 51.4% in 2016 (both P < .0001). QOD 5-fraction became the most prevalent scheduling from 2012 to 2016 (28.5% in 2012 to 41.6% in 2016). Factors significantly associated with daily SBRT scheduling included number of fractions, race, lower income, lower comorbidities, and treatment at academic/research programs (all P ≤ .01). Median survival for daily SBRT was 37.9 months versus 38.4 months for QOD (P = .4). On multivariable analysis, no difference was found in overall survival between daily versus QOD scheduling (adjusted hazard ratio [aHR], 0.99; 95% confidence interval [CI], 0.94-1.04; P = .55). Five-fraction SBRT was associated with worse survival versus 3 fractions (aHR, 1.09; 95% CI, 1.03-1.15; P = .002). With 3-fraction SBRT, QOD treatment was associated with improved survival versus daily treatment (aHR, 0.91; 95% CI, 0.84-0.98; P = .02). With 5-fraction SBRT, QOD treatment was associated with worse survival versus daily treatment (aHR, 1.11; 95% CI, 1.02-1.22; P = .02). Conclusions QOD SBRT schedules were more frequently used to treat stage I NSCLC than daily regimens by a factor of 3:1, and QOD 5-fraction SBRT became the most common dose schedule after 2012. Three-fraction QOD SBRT was associated with improved survival versus daily, whereas 5-fraction QOD SBRT was associated with worse survival versus daily.



Disparities in Lung Cancer Clinical Trial Discussion and Enrollment at a Safety Net Hospital

December 2023

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25 Reads

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1 Citation

Community Health Equity Research & Policy

Background In the United States, less than 5% of all adult cancer patients enroll in clinical trials. Few studies explore participation in cancer clinical trials at safety net hospitals, which disproportionately care for minoritized, low-income, uninsured, and underinsured populations. Our study aims to investigate disparities in clinical trial discussions and enrollment among lung cancer patients at Boston Medical Center, the largest safety net hospital in New England. Methods We included 1121 patients diagnosed with lung cancer between January 2015 and December 2020. Electronic Medical Records (EMR) were queried, and patients were categorized into three groups: (1) clinical trial discussed and the patient enrolled, (2) clinical trial discussed but the patient not enrolled, and (3) clinical trial not discussed. Sociodemographic variables such as age, gender, race, ethnicity, city, primary language, median household income, medical insurance type, and education level were also collected. Chi-squared, t test, and multivariate regression analysis was done using SPSS version 26.0. Results Of the 1121 patients, clinical trials were discussed in 141 patients (12.6%), of which 22 (15.6%) were enrolled. Clinical trial discussions were conducted more with younger patients (68.19 vs 71.37, p = .001), but on multivariate analysis there was no significant difference (OR = 1.023; 95% CI 0.998-1.048; p = .068). There was no significant difference in clinical trial discussion or enrollment between the other sociodemographic factors. Conclusion Additional study of barriers to cancer clinical trial discussion and enrollment at safety net institutions can serve as a prerequisite to ameliorating racial disparities observed on a national scale.



Change in stage after neoadjuvant chemoradiation is associated with survival in patients with esophageal cancer

June 2023

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11 Reads

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3 Citations

Journal of Surgical Oncology

Background: The aim of this study was to determine if change in stage after neoadjuvant chemoradiation (CRT) was associated with improved survival in esophageal cancer using a national database. Methods: Using the National Cancer Database, patients with non-metastatic, resectable esophageal cancer who received neoadjuvant CRT and surgery were identified. Comparing clinical to the pathologic stage, change in stage was classified as pathologic complete response (pCR), downstaged, same-staged, or upstaged. Univariable and multivariable Cox regression models were used to identify factors associated with survival. Results: A total of 7745 patients were identified. The median overall survival (OS) was 34.9 months. Median OS was 60.3 months if pCR, 39.1 months if downstaged, 28.3 months if same-staged, and 23.4 months if upstaged (p < 0.0001). On multivariable analysis, pCR was associated with improved OS compared to the other groups (downstaged: hazard ratio [HR]: 1.32 [95% confidence interval [CI]: 1.18-1.46]; same-staged: HR: 1.89 [95% CI: 1.68-2.13]; upstaged: HR: 2.54 [95% CI: 2.25-2.86]; all p < 0.0001). Conclusions: In this large database study, change in stage after neoadjuvant CRT was strongly associated with survival for patients with non-metastatic, resectable esophageal cancer. There was a significant stepwise decline in survival, in descending order of pCR, downstaged tumor, same-staged tumor, and upstaged tumor.


Association of immune-related adverse events and improved treatment outcomes across race/ethnicity in a diverse patient population.

June 2023

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20 Reads

Journal of Clinical Oncology

e21220 Background: The development of immune-related adverse events (irAEs) in patients treated with immune checkpoint inhibitors (ICIs) has been associated with improved clinical outcomes in advanced non-small cell lung cancer (NSCLC). However, how this association extends across race and ethnicity remains uncertain. In this study, we evaluated the association between the development of irAEs and treatment outcomes across different racial and ethnic groups treated at a single institution. Methods: We performed a retrospective chart review to identify irAEs and treatment outcomes in patients with advanced NSCLC who had received treatment with ICIs at our institution between 2015-2020. The incidence of irAEs across racial subgroups was compared using logistic regression analysis. Cox regression analysis was carried out to evaluate the associations between the development of irAEs and treatment outcomes [Overall Survival (OS) and Progression Free Survival (PFS)] in these subgroups. Results: We identified a total of 138 NSCLC patients who received treatment with ICIs, of whom 50% (69) identified as non-Hispanic Black (NHB) and 50% (69) as others, including 34% (47) as non-Hispanic White. The overall incidence of irAEs in the cohort was 28%, with no significant difference between NHB and other racial groups (29% vs. 27.5%). However, females [OR 2.3 (1.1-4.8)] and patients who did not have Medicare or private insurance (i.e had Medicaid or MassHealth) were found to have a higher incidence of irAEs [OR 2.7 (1.2-5.7)]. With a median follow-up time of 363 days, the proportion of patients who were progression-free was greater in patients who had experienced irAEs than in those who did not experience irAEs [HR for time to progression 0.46 (0.23 – 0.92)]. The association between irAEs and improved PFS in NHB patients was similar to the overall population [median PFS 246 vs. 181; HR 0.87 (0.58-1.29)]. Higher ECOG status, higher Charlson Comorbidity Index and receiving ICIs as 2 nd or subsequent line therapy were independently associated with worse PFS. Conclusions: Our single-institution study demonstrated a similar incidence of irAEs in patients with NSCLC across different racial and ethnic groups. As in prior studies, patients undergoing treatment with ICIs and experiencing irAEs had significantly better outcomes. We found that the association between the development of irAEs and improved treatment outcomes was independent of race and ethnicity, supporting the importance of making unbiased treatment recommendations without regard to these factors. [Table: see text]


Targeted therapy for intractable cancer on the basis of molecular profiles: An open-label, phase II basket trial (Long March Pathway)

February 2023

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56 Reads

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5 Citations

Purpose We evaluated he effects of molecular guided-targeted therapy for intractable cancer. Also, the epidemiology of druggable gene alterations in Chinese population was investigated. Materials and methods The Long March Pathway (ClinicalTrials.gov identifier: NCT03239015) is a non-randomized, open-label, phase II trial consisting of several basket studies examining the molecular profiles of intractable cancers in the Chinese population. The trial aimed to 1) evaluate the efficacy of targeted therapy for intractable cancer and 2) identify the molecular epidemiology of the tier II gene alterations among Chinese pan-cancer patients. Results In the first stage, molecular profiles of 520 intractable pan-cancer patients were identified, and 115 patients were identified to have tier II gene alterations. Then, 27 of these 115 patients received targeted therapy based on molecular profiles. The overall response rate (ORR) was 29.6% (8/27), and the disease control rate (DCR) was 44.4% (12/27). The median duration of response (DOR) was 4.80 months (95% CI, 3.33−27.2), and median progression-free survival (PFS) was 4.67 months (95% CI, 2.33−9.50). In the second stage, molecular epidemiology of 17,841 Chinese pan-cancer patients demonstrated that the frequency of tier II gene alterations across cancer types is 17.7%. Bladder cancer had the most tier-II alterations (26.1%), followed by breast cancer (22.4%), and non-small cell lung cancer (NSCLC; 20.2%). Conclusion The Long March Pathway trial demonstrated a significant clinical benefit for intractable cancer from molecular-guided targeted therapy in the Chinese population. The frequency of tier II gene alterations across cancer types supports the feasibility of molecular-guided targeted therapy under basket trials.


Citations (37)


... CRT is a widely applied treatment for earlystage and locally advanced esophageal cancer, as well as for palliative treatment [4]. Notably, patients with esophageal cancer who respond to CRT exhibit improved survival rates compared to non-responders, underscoring the importance of predicting and selecting responders in advance [5,6]. However, no reliable tool has been identified to predict response to CRT in esophageal cancer. ...

Reference:

Osteosarcopenia as a Predictor of Histopathologic Response to Neoadjuvant Chemoradiotherapy in Esophageal Cancer: a Retrospective Cohort Study
Change in stage after neoadjuvant chemoradiation is associated with survival in patients with esophageal cancer
  • Citing Article
  • June 2023

Journal of Surgical Oncology

... Studies assessing differences in type of surgical cancer interventions are displayed in Table 2. Twelve national database studies and one regional database study assessed this metric. The majority (69%) of studies [13,15,18,21,27,29,31,33,39] found SNH patients to be associated with lower likelihood of receiving the appropriate SOC surgical treatment after adjusting for patient and disease factors. A study by Gamble et al. found that SNH patients with gynecologic malignancies had lower likelihood of receiving several SOC surgical interventions, including MIS surgery for uterine cancer (RR = 0.85, 95% CI, 0.79-0.91), ...

Association between hospital safety-net burden and receipt of trimodality therapy and survival for patients with esophageal cancer
  • Citing Article
  • February 2023

Surgery

... In the prison setting, the majority of incarcerated individuals are in cancer stages III and IV, a more vulnerable condition for the inmates. Detecting cancer at an early stage has a positive impact on inmates (Oladeru et al., 2023). The present proposed chapter on cancer diagnosis in the prison setting emphasizes the need to conduct regular periodical health check-ups and overall health check-ups on a rotational basis. ...

Inequalities in Cancer Stage at Diagnosis Among Incarcerated Individuals Undergoing Radiation Therapy at a Large Safety-Net Hospital
  • Citing Article
  • February 2023

International Journal of Radiation Oncology*Biology*Physics

... Findings from our study suggested that the updated guidelines may not reduce the differences in LCS eligibility rates among various racial/ethnic groups (25)(26)(27)(28) although the updates did increase the total numbers of LCS-eligible individuals for all racial/ethnic subgroups. Previous research has also indicated that Black men are more likely to have lung cancer than White men (29); thus, expanding LCS eligibility has the potential to reduce racial disparities in lung cancer mortality by increasing the number of Black males screened for lung cancer. ...

Black Race Remains Associated with Lower Eligibility for Screening Using 2021 US Preventive Services Task Force Recommendations Among Lung Cancer Patients at an Urban Safety Net Hospital
  • Citing Article
  • November 2022

Journal of Racial and Ethnic Health Disparities

... Compared with non-Hispanic White (NHW) patients, non-Hispanic Black (NHB) patients were less likely to receive lung cancer screening (7,8), adhere to screening follow-up (9) and guideline-recommended treatment (10). However, these two racial groups had similar mortality risk if the racial difference in cancer treatment was not considered (11,12), and better survival was observed in NHB patients after adjustment for racial differences in treatment (5,12). Socioeconomic factors, such as being insured with Medicaid (vs. ...

Small cell lung cancer in young patients: trends in sociodemographic factors, diagnosis, treatment, and survival

Journal of Thoracic Disease

... This unconscious bias may disadvantage women and result in different recommendations and inconsistent application of clinical guidelines by health professionals which could disempower women. 30 Participants highlighted several areas for improvement to facilitate and empower women to have access to nutrition advice. Recommendations include health promotion initiatives that are familyfocused and community-led, overcoming the taboo of talking about gynaecology and high weight, as well as harnessing motivating factors such as maintaining fertility. ...

Racial disparities in non-recommendation of adjuvant chemotherapy in stage II-III ovarian cancer
  • Citing Article
  • November 2021

Gynecologic Oncology

... In contrast, other groups have proposed that SBRT should be offered to all patients regardless of their comorbidities unless the performance status of the patients and their comorbidities prevent accurate SBRT planning and delivery [20]. Lastly, to avoid severe toxicity, more fractions and/or lower doses should be used for severe comorbid patients [21]. ...

Consecutive Daily vs. Every Other Day SBRT Scheduling for Stage I NSCLC
  • Citing Article
  • November 2021

International Journal of Radiation Oncology*Biology*Physics

... Research experiences can help to increase exposure to the specialty while allowing students to connect with mentors [19]. Medical student participation in research and access to RO research mentorship has previously been shown to correlate with higher match rates to RO and higher academic productivity once matched [24,25]. Additionally, the reported results highlight the importance of exposure to RO (e.g., clinical rotations) in guiding career selection. ...

Longitudinal Outcomes of Medical Student Research Mentorship: a 15-Year Analysis of the Radiation Oncology Mentorship Initiative
  • Citing Article
  • September 2021

Journal of Cancer Education

... Although not statistically significant in terms of likelihood, East Asian and Southeast Asian had lower absolute percentages of SBRT receipt compared to White patients ( Figure 2). Echoing prior literature, however, Hispanic patients had lower rates of SBRT [26,32,33]. Similarly, our analysis found that patients from more affluent areas had significantly higher rates of SBRT, supporting previously reported disparities in which lower socioeconomic status was associated with lower rates of SBRT. ...

Racial and socioeconomic disparities in the use of stereotactic body radiotherapy for treating non-small cell lung cancer: a narrative review

Journal of Thoracic Disease

... The most frequently mentioned barriers included difficulties in scheduling patients, insufficient time to address lung cancer screening during clinic visits, and patient refusal, accounting for 59.4%, 53.1%, and 53.1%, respectively. Patient appointment scheduling delays were identified as a significant contributing factor to the common occurrence of delays in diagnosing and treating lung cancer [33]. Additionally, it was reported that time constraints during patient visits pose numerous challenges for clinicians in implementing lung cancer screening [34]. ...

Reducing delays to lung cancer treatment through systematic consult scheduling: A multidisciplinary quality improvement initiative at a safety-net hospital.
  • Citing Article
  • May 2021

Journal of Clinical Oncology