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Dew A, Lin J, Darmon S, Roswarski J, Shriver C, Zhu K, Chiu A. Survival Among Patients With Multiple Myeloma in the United States Military Health System Compared to the Surveillance, Epidemiology, and End Results (SEER) Program. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2024; 24:789-795. [PMID: 39034205 DOI: 10.1016/j.clml.2024.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 06/20/2024] [Accepted: 06/28/2024] [Indexed: 07/23/2024]
Abstract
BACKGROUND Access to health care is an important factor affecting survival of patients with multiple myeloma (MM) in the U.S. general population. The U.S. Military Health System (MHS) provides universal health care to beneficiaries and has been associated with improved survival across multiple malignancies. In this study, we compared survival of MHS beneficiaries with MM with MM patients from the U.S. general population. MATERIALS AND METHODS The Department of Defense's Automated Central Tumor Registry (ACTUR) and the Surveillance, Epidemiology and End Results (SEER) databases were used to extract data for MM patients from MHS and the U.S. general population, respectively. Patients had histologically confirmed MM between 1987 and 2013 and were followed through 2015 for overall survival. Two SEER patients were matched to each ACTUR patient by age group, sex, race, and diagnosis year group. Five and 10-year survival was compared between ACTUR and SEER patients to estimate hazard ratios (HRs) and 95% confidence intervals (95% CI) with adjustment for potential confounders. RESULTS Median survival of the ACTUR patients was 47.1 months (95% CI: 43.9-50.4) compared to 33.0 months (95% CI, 32.0-35.0) of the SEER patients. Five and 10-year death rates were significantly lower for ACTUR patients than the SEER patients with an adjusted HR of 0.74 (95% CI, 0.68-0.81) and 0.79 (95% CI, 0.74-0.85), respectively. The survival advantage of ACTUR patients was preserved when stratified by age, sex, race, and diagnosis year. CONCLUSION MHS beneficiaries with MM had improved overall survival compared to MM patients from the U.S. general population.
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Affiliation(s)
- Alexander Dew
- Hematology/Oncology Service, John P. Murtha Cancer Center, Walter Reed National Military Medical Center, Bethesda, MD
| | - Jie Lin
- Department of Surgery, Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD; The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD; Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Sarah Darmon
- Department of Surgery, Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD; The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD
| | - Joe Roswarski
- Division of Hematology and Oncology, Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Hospital, Washington, DC
| | - Craig Shriver
- Hematology/Oncology Service, John P. Murtha Cancer Center, Walter Reed National Military Medical Center, Bethesda, MD; Department of Surgery, Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Kangmin Zhu
- Department of Surgery, Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences, Bethesda, MD; The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc., Bethesda, MD; Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD.
| | - Alden Chiu
- Hematology/Oncology Service, John P. Murtha Cancer Center, Walter Reed National Military Medical Center, Bethesda, MD.
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Anderson AB, Kim E, Park AB, Zhu K, Lin J, Shriver CD, Potter BK. Bone Sarcoma Survival in the US Military Health System: Comparison With the SEER Program. J Am Acad Orthop Surg 2024; 32:e651-e660. [PMID: 38684126 DOI: 10.5435/jaaos-d-23-00897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 12/25/2023] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Access to care is associated with cancer survival. The US Military Health System (MHS) provides universal health care to all beneficiaries. However, it is unknown whether survival among patients with bone sarcoma in a health system providing universal care is better than that in the general population. The aim of the study was to compare survival of patients with bone sarcoma in the US MHS with that of the US general population. METHODS The MHS data were obtained from the Department of Defense Automated Central Tumor Registry (ACTUR). The US general population data were obtained from the National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) registry. Adult patients were defined as those aged 25 years or older with a histologically confirmed musculoskeletal bone sarcoma diagnosed from January 1, 1987, to December 31, 2013. Kaplan-Meier survival curves and multivariable Cox proportional hazards models were used to compare the overall survival of the two populations. RESULTS The final analysis included 2,273 bone sarcoma cases from ACTUR and 9,092 bone sarcoma cases from SEER. ACTUR patients had significant lower 5-year all-cause death (hazard ratio = 0.72; 95% CI, 0.66 to 0.78) after adjustment for the potential confounders. ACTUR patients with bone sarcoma also exhibited significantly lower risk of all-cause death during the entire follow-up period than the SEER patients (hazard ratio = 0.75; 95% CI, 0.6 to 0.81). CONCLUSIONS MHS beneficiaries with bone sarcoma may have longer survival than SEER patients. Our findings support the role of universal access to high-quality care in improving bone sarcoma outcomes.
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Affiliation(s)
- Ashley B Anderson
- From the Department of Surgery, Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD (Anderson, Kim, Zhu, Lin, Shriver, and Potter), Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD (Park, Zhu, and Lin), John P. Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences and Walter Reed National Military Medical Center, Bethesda, MD (Zhu, Lin, and Shriver), and the Department of Preventive Medicine and Biostatistics, Uniformed Services University of the Health Sciences, Bethesda, MD (Zhu and Lin)
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Arter ZL, Desmond D, Berenberg JL, Killeen JL, Bunch K, Merritt MA. Epithelial ovarian cancer survival by race and ethnicity in an equal-access healthcare population. Br J Cancer 2024; 130:108-113. [PMID: 38057396 PMCID: PMC10781944 DOI: 10.1038/s41416-023-02471-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 09/27/2023] [Accepted: 10/17/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND Previous studies in the general population observed that compared with non-Hispanic White women, Pacific Islander and Black women have higher age-adjusted mortality rates from epithelial ovarian cancer (EOC), while Asian American patients have lower mortality. We investigated whether race and ethnicity is associated with differences in EOC survival in a United States Military population where patients have equal access to healthcare. METHODS This retrospective study included women diagnosed with EOC between 2001 and 2018 among Department of Defense beneficiaries. Hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated using Cox proportional hazards regression models adjusting for age and year of diagnosis, histology and stage. RESULTS In our study population of 1230 invasive EOC cases (558 non-Hispanic White, 74 non-Hispanic Black, 73 Asian, 30 Pacific Islander and 36 Hispanic cases), 63% of the women died (all-cause death) after a mean = 4.8 years (SD = 4.1) of follow-up following diagnosis. Compared with non-Hispanic White cases, Asian cases had better overall survival, HR = 0.76 (95% CI = 0.58-0.98), whereas there were no differences in survival for other racial and ethnic groups. CONCLUSIONS These findings highlight the need to investigate how differences in access to healthcare may influence observed racial and ethnic disparities for EOC.
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Affiliation(s)
- Zhaohui L Arter
- University of California, Irvine Medical Center, Irvine, CA, USA
| | - Daniel Desmond
- Walter Reed National Military Medical Center, Bethesda, MD, USA
| | - Jeffrey L Berenberg
- Tripler Army Medical Center, Honolulu, HI, USA
- University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Jeffrey L Killeen
- Department of Pathology, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI, USA
- Kapiolani Medical Center for Women and Children, Honolulu, HI, USA
| | | | - Melissa A Merritt
- University of Hawaii Cancer Center, Honolulu, HI, USA.
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council New South Wales, Sydney, NSW, Australia.
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Flanary JT, Lin J, Shriver CD, Zhu K. Cancer stage at diagnosis: Comparison of insurance status in SEER to the Department of Defense Cancer Registry. Cancer Med 2023; 12:20989-21000. [PMID: 37902129 PMCID: PMC10709748 DOI: 10.1002/cam4.6655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 08/22/2023] [Accepted: 10/12/2023] [Indexed: 10/31/2023] Open
Abstract
BACKGROUND Military individuals, retirees, and their families have free care or minimal out-of-pocket costs in the US military health system (MHS). In contrast, out-of-pocket costs in the US general population vary substantially. This study compared cancer patients with various insurance types in the general population to those in the MHS in cancer stage at diagnosis. METHODS Patients were identified from the US Department of Defense's (DoD) Automated Central Tumor Registry (ACTUR) and the National Cancer Institute's Surveillance, Epidemiology, and End Results (SEER) program. Tumor stage at diagnosis of breast, prostate, lung, and colon cancers during 2007-2013 was compared between ACTUR and SEER insurance categories of "insured," "insured-no specifics," "any Medicaid," and "uninsured," A multivariable logistic regression analysis estimated the odds ratio (OR) of late stage (Stages III and IV) versus early stage (Stages I and II) cancers comparing SEER insurance status to ACTUR. RESULTS There were 18,440 eligible patients identified from ACTUR and 831,959 patients identified from SEER. For all cancer types, patients in the SEER-insured/no specifics, Medicaid, and uninsured groups had significantly greater likelihood of late stage diagnosis compared to ACTUR patients. The adjusted ORs were greatest among uninsured and Medicaid patients. The SEER-insured group also had a significantly higher odds of advanced stage disease than ACTUR patients for prostate cancer and lung cancer. CONCLUSION Patients in the MHS with universal access to healthcare were diagnosed at an earlier stage than those in the general population. This difference was most evident compared to Medicaid and uninsured groups.
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Affiliation(s)
- James T. Flanary
- Department of SurgeryWalter Reed National Military Medical CenterBethesdaMarylandUSA
| | - Jie Lin
- Department of Surgery, Murtha Cancer Center Research ProgramUniformed Services University of the Health SciencesBethesdaMarylandUSA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc.BethesdaMarylandUSA
- Department of Preventive Medicine and BiostatisticsUniformed Services University of the Health SciencesBethesdaMarylandUSA
| | - Craig D. Shriver
- Department of SurgeryWalter Reed National Military Medical CenterBethesdaMarylandUSA
- Department of Surgery, Murtha Cancer Center Research ProgramUniformed Services University of the Health SciencesBethesdaMarylandUSA
| | - Kangmin Zhu
- Department of Surgery, Murtha Cancer Center Research ProgramUniformed Services University of the Health SciencesBethesdaMarylandUSA
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc.BethesdaMarylandUSA
- Department of Preventive Medicine and BiostatisticsUniformed Services University of the Health SciencesBethesdaMarylandUSA
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Desmond D, Arter Z, Berenberg JL, Killeen JL, Bunch K, Merritt MA. Racial and ethnic differences in tumor characteristics among endometrial cancer patients in an equal-access healthcare population. Cancer Causes Control 2023; 34:1017-1025. [PMID: 37436537 PMCID: PMC10533614 DOI: 10.1007/s10552-023-01716-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 05/08/2023] [Indexed: 07/13/2023]
Abstract
PURPOSE There are racial and ethnic differences in endometrial cancer incidence and mortality rates; compared with Non-Hispanic White women, Black women have a similar incidence rate for endometrial cancer, but their mortality is higher. Pacific Islander women may also have worse outcomes compared to their White counterparts. We assessed tumor characteristics and adjuvant therapy by racial and ethnic group among endometrial cancer patients treated within the Military Health System, an equal access healthcare organization. METHODS We retrospectively identified women diagnosed with invasive endometrial cancer among US Department of Defense beneficiaries reported in the Automated Central Tumor Registry database (year of diagnosis: 2001-2018). We compared tumor characteristics and receipt of adjuvant therapy across racial and ethnic groups using Chi-square or Fisher tests. Hazard ratios (HRs) and 95% confidence intervals (CIs) for risk of all cause mortality were calculated using Cox proportional hazards regression models adjusting for age at diagnosis, adjuvant therapy, histology and stage. RESULTS The study included 2574 endometrial cancer patients [1729 Non-Hispanic White, 318 Asian, 286 Black, 140 Pacific Islander and 101 Hispanic women]. Among all cases, a higher proportion of Black patients had non-endometrioid histology (46.5% versus ≤ 29.3% in other groups, P < 0.01) and grade 3-4 tumors (40.1% versus ≤ 29.3% in other groups, P < 0.01). In multivariable Cox models, compared with Non-Hispanic White cases, Black endometrial cancer patients had a higher mortality risk (HR 1.43, 95% CI, 1.13-1.83). There was no difference in mortality risk for other racial and ethnic groups. CONCLUSION Black patients with endometrial cancer presented with more aggressive tumor features and they had worse overall survival compared with patients in other racial and ethnic groups. Further study is needed to better direct preventive and therapeutic efforts in order to correct endometrial cancer disparities in the future.
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Affiliation(s)
- Daniel Desmond
- Walter Reed National Military Medical Center, 4494 Palmer Rd N, Bethesda, MD, 20814, 301-319-4627, USA.
| | - Zhaohui Arter
- University of California, Irvine Medical Centeur, CA, Irvine, USA
| | - Jeffrey L Berenberg
- Tripler Army Medical Center, Honolulu, HI, USA
- University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Jeffrey L Killeen
- Department of Pathology, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI, USA
- Kapiolani Medical Center for Women and Children, Honolulu, HI, USA
| | | | - Melissa A Merritt
- University of Hawaii Cancer Center, Honolulu, HI, USA
- The Daffodil Centre, The University of Sydney, a joint venture with Cancer Council NSW, Sydney, NSW, Australia
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Eaglehouse YL, Shriver CD, Lin J, Bytnar JA, Darmon S, McGlynn KA, Zhu K. MilCanEpi: Increased Capability for Cancer Care Research in the Department of Defense. JCO Clin Cancer Inform 2023; 7:e2300035. [PMID: 37582239 PMCID: PMC10569781 DOI: 10.1200/cci.23.00035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/23/2023] [Accepted: 06/29/2023] [Indexed: 08/17/2023] Open
Abstract
The Military Health System (MHS) of the US Department of Defense (DoD) provides comprehensive medical care to over nine million beneficiaries, including active-duty members, reservists, activated National Guard, military retirees, and their family members. The MHS generates an extensive database containing administrative claims and medical encounter data, while the DoD also maintains a cancer registry that collects information about the occurrence of cancer among its beneficiaries who receive care at military treatment facilities. Collating data from the two sources diminishes the limitations of using registry or medical claims data alone for cancer research and extends their usage. To facilitate cancer research using the unique military health resources, a computer interface linking the two databases has been developed, called Military Cancer Epidemiology, or MilCanEpi. The intent of this article is to provide an overview of the MilCanEpi data system, describing its components, structure, potential uses, and limitations.
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Affiliation(s)
- Yvonne L. Eaglehouse
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Craig D. Shriver
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- Department of Surgery, Walter Reed National Military Medical Center, Bethesda, MD
| | - Jie Lin
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
- Department of Preventive Medicine & Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
| | - Julie A. Bytnar
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Sarah Darmon
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
| | - Katherine A. McGlynn
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Rockville, MD
| | - Kangmin Zhu
- Murtha Cancer Center Research Program, Department of Surgery, Uniformed Services University of the Health Sciences, Bethesda, MD
- The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD
- Department of Preventive Medicine & Biostatistics, F. Edward Hébert School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD
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Zhang Y, Yang L, Jiao X. Analysis of Breast Cancer Differences between China and Western Countries Based on Radiogenomics. Genes (Basel) 2022; 13:2416. [PMID: 36553681 PMCID: PMC9778234 DOI: 10.3390/genes13122416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 12/12/2022] [Accepted: 12/15/2022] [Indexed: 12/23/2022] Open
Abstract
Using radiogenomics methods, the differences between tumor imaging data and genetic data in Chinese and Western breast cancer (BC) patients were analyzed, and the correlation between phenotypic data and genetic data was explored. In this paper, we analyzed BC patients' image characteristics and transcriptome data separately, then correlated the magnetic resonance imaging (MRI) phenotype with the transcriptome data through a computational method to develop a radiogenomics feature. The data was fed into the designed random forest (RF) model, which used the area under the receiver operating curve (AUC) as the evaluation index. Next, we analyzed the hub genes in the differentially expressed genes (DEGs) and obtained seven hub genes, which may cause Chinese and Western BC patients to behave differently in the clinic. We demonstrated that combining relevant genetic data and imaging features could better classify Chinese and Western patients than using genes or imaging characteristics alone. The AUC values of 0.74, 0.81, and 0.95 were obtained separately using the image characteristics, DEGs, and radiogenomics features. We screened SYT4, GABRG2, CHGA, SLC6A17, NEUROG2, COL2A1, and MATN4 and found that these genes were positively or negatively correlated with certain imaging characteristics. In addition, we found that the SLC6A17, NEUROG2, CHGA, and MATN4 genes were associated with clinical features.
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Affiliation(s)
- Yuanyuan Zhang
- College of Biomedical Engineering, Taiyuan University of Technology, Jinzhong 030600, China
| | - Lifeng Yang
- College of Information and Computer, Taiyuan University of Technology, Jinzhong 030600, China
| | - Xiong Jiao
- College of Biomedical Engineering, Taiyuan University of Technology, Jinzhong 030600, China
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