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Comorbidity and stage at diagnosis among lung cancer patients in the US military health system

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Abstract

Purpose

We investigated the association between comorbidities and stage at diagnosis among NSCLC patients in the US Military Health System (MHS), which provides universal health care to its beneficiaries.

Methods

The linked data from the Department of Defense’s Central Cancer Registry (CCR) and the MHS Data Repository (MDR) were used. The study included 4768 patients with histologically confirmed primary NSCLC. Comorbid conditions were extracted from the MDR data. Comorbid conditions were those included in the Charlson Comorbidity Index (CCI) and were defined as a diagnosis during a 3-year time frame prior to the NSCLC diagnosis. Multivariable logistic regression was performed to estimate odds ratios (ORs) and 95% confidence intervals (95% CI) of late stage (stages III and IV) versus early stage (stages I and II) in relation to pre-existing comorbidities.

Results

Compared to patients with no comorbidities, those with prior comorbidities tended to be less likely to have lung cancer diagnosed at late stage. When specific comorbidities were analyzed, decreased odds of being diagnosed at late stage were observed among those with chronic obstructive pulmonary disease (COPD) (adjusted OR 0.78, 95% CI 0.68 to 0.90). In contrast, patients with a congestive heart failure or a liver cirrhosis/chronic hepatitis had an increased likelihood of being diagnosed at late stage (adjusted OR 1.30, 95% CI 1.00 to 1.69 and adjusted OR 1.87, 95% CI 1.24 to 2.82, respectively).

Conclusions

Among NSCLC patients in an equal access health system, the likelihood of late stage at diagnosis differed by specific comorbid diseases.

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References

  1. Bach PB, Schrag D, Brawley OW, Galaznik A, Yakren S, Begg CB (2002) Survival of blacks and whites after a cancer diagnosis. JAMA 287:2106–2113

    Article  Google Scholar 

  2. Oakley-Girvan I, Kolonel LN, Gallagher RP, Wu AH, Felberg A, Whittemore AS (2003) Stage at diagnosis and survival in a multiethnic cohort of prostate cancer patients. Am J Public Health 93:1753–1759

    Article  Google Scholar 

  3. Dignam JJ (2000) Differences in breast cancer prognosis among African-American and Caucasian women. CA Cancer J Clin 50:50–64

    Article  CAS  Google Scholar 

  4. Walter FM, Rubin G, Bankhead C et al (2015) Symptoms and other factors associated with time to diagnosis and stage of lung cancer: a prospective cohort study. Br J Cancer 112(Suppl 1):S6–13

    Article  Google Scholar 

  5. Slatore CG, Gould MK, Au DH, Deffebach ME, White E (2011) Lung cancer stage at diagnosis: individual associations in the prospective VITamins and lifestyle (VITAL) cohort. BMC Cancer 11:228

    Article  Google Scholar 

  6. Clegg LX, Reichman ME, Miller BA et al (2009) Impact of socioeconomic status on cancer incidence and stage at diagnosis: selected findings from the surveillance, epidemiology, and end results: national longitudinal mortality study. Cancer Causes Control 20:417–435

    Article  Google Scholar 

  7. Lyratzopoulos G, Abel GA, Brown CH et al (2013) Socio-demographic inequalities in stage of cancer diagnosis: evidence from patients with female breast, lung, colon, rectal, prostate, renal, bladder, melanoma, ovarian and endometrial cancer. Ann Oncol 24:843–850

    Article  CAS  Google Scholar 

  8. Sogaard M, Thomsen RW, Bossen KS, Sorensen HT, Norgaard M (2013) The impact of comorbidity on cancer survival: a review. Clin Epidemiol 5:3–29

    Article  Google Scholar 

  9. Fleming ST, Pursley HG, Newman B, Pavlov D, Chen K (2005) Comorbidity as a predictor of stage of illness for patients with breast cancer. Med Care 43:132–140

    Article  Google Scholar 

  10. Gurney J, Sarfati D, Stanley J (2015) The impact of patient comorbidity on cancer stage at diagnosis. Br J Cancer 113:1375–1380

    Article  CAS  Google Scholar 

  11. Schapira MM, McAuliffe TL, Nattinger AB (2000) Underutilization of mammography in older breast cancer survivors. Med Care 38:281–289

    Article  CAS  Google Scholar 

  12. Vaeth PA, Satariano WA, Ragland DR (2000) Limiting comorbid conditions and breast cancer stage at diagnosis. J Gerontol A Biol Sci Med Sci 55:M593–600

    Article  CAS  Google Scholar 

  13. American Cancer Society. https://www.cancer.org/cancer/non-small-cell-lung-cancer/about/what-is-non-small-cell-lung-cancer.html. Accessed 08 Mar 2019

  14. Little AG, Gay EG, Gaspar LE, Stewart AK (2007) National survey of non-small cell lung cancer in the United States: epidemiology, pathology and patterns of care. Lung Cancer 57:253–260

    Article  Google Scholar 

  15. Islam KM, Jiang X, Anggondowati T, Lin G, Ganti AK (2015) Comorbidity and survival in lung cancer patients. Cancer Epidemiol Biomark Prev 24:1079–1085

    Article  Google Scholar 

  16. Iachina M, Jakobsen E, Moller H et al (2015) The effect of different comorbidities on survival of non-small cells lung cancer patients. Lung 193:291–297

    Article  CAS  Google Scholar 

  17. Gao YH, Guan WJ, Liu Q et al (2015) Impact of COPD and emphysema on survival of patients with lung cancer: a meta-analysis of observational studies. Respirology 21:269–279

    Article  Google Scholar 

  18. Lee SJ, Lee J, Park YS et al (2014) Impact of chronic obstructive pulmonary disease on the mortality of patients with non-small-cell lung cancer. J Thorac Oncol 9:812–817

    Article  CAS  Google Scholar 

  19. Asmis TR, Ding K, Seymour L et al (2008) Age and comorbidity as independent prognostic factors in the treatment of non small-cell lung cancer: a review of national cancer institute of Canada clinical trials group trials. J Clin Oncol 26:54–59

    Article  CAS  Google Scholar 

  20. Wang S, Wong ML, Hamilton N, Davoren JB, Jahan TM, Walter LC (2012) Impact of age and comorbidity on non-small-cell lung cancer treatment in older veterans. J Clin Oncol 30:1447–1455

    Article  Google Scholar 

  21. Tammemagi CM, Neslund-Dudas C, Simoff M, Kvale P (2003) Impact of comorbidity on lung cancer survival. Int J Cancer 103:792–802

    Article  CAS  Google Scholar 

  22. Dalton SO, Frederiksen BL, Jacobsen E et al (2011) Socioeconomic position, stage of lung cancer and time between referral and diagnosis in Denmark, 2001–2008. Br J Cancer 105:1042–1048

    Article  CAS  Google Scholar 

  23. Ahn DH, Mehta N, Yorio JT, **e Y, Yan J, Gerber DE (2013) Influence of medical comorbidities on the presentation and outcomes of stage I–III non-small-cell lung cancer. Clin Lung Cancer 14:644–650

    Article  Google Scholar 

  24. McCarthy EP, Ngo LH, Chirikos TN et al (2007) Cancer stage at diagnosis and survival among persons with social security disability insurance on medicare. Health Serv Res 42:611–628

    Article  Google Scholar 

  25. Lin J, McGlynn KA, Carter CA et al (2016) The impact of preexisting mental health disorders on the diagnosis, treatment, and survival among lung cancer patients in the U.S. military health system. Cancer Epidemiol Biomark Prev 25:1564–1571

    Article  CAS  Google Scholar 

  26. Lin J, Carter CA, McGlynn KA et al (2015) A prognostic model to predict mortality among non-small-cell lung cancer patients in the U.S. military health system. J Thorac Oncol 10:1694–1702

    Article  Google Scholar 

  27. Fritz A, Percy C, Jack A (2000) International classification of diseases for oncology, 3rd edn. World Health Organization, Geneva

    Google Scholar 

  28. American Joint Committee on Cancer (2010) AJCC cancer staging manual, 7th edn. Springer, New York

    Book  Google Scholar 

  29. Charlson ME, Pompei P, Ales KL, MacKenzie CR (1987) A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 40:373–383

    Article  CAS  Google Scholar 

  30. Gill KS, Muntner P, Lafayette RA et al (2013) Red blood cell transfusion use in patients with chronic kidney disease. Nephrol Dial Transplant 28:1504–1515

    Article  CAS  Google Scholar 

  31. Chen WW, Shao YY, Shau WY et al (2012) The impact of diabetes mellitus on prognosis of early breast cancer in Asia. Oncologist 17:485–491

    Article  Google Scholar 

  32. Yasmeen S, **ng G, Morris C, Chlebowski RT, Romano PS (2011) Comorbidities and mammography use interact to explain racial/ethnic disparities in breast cancer stage at diagnosis. Cancer 117:3252–3261

    Article  Google Scholar 

  33. Howington JA, Blum MG, Chang AC, Balekian AA, Murthy SC (2013) Treatment of stage I and II non-small cell lung cancer: diagnosis and management of lung cancer, 3rd ed: American College of Chest Physicians evidence-based clinical practice guidelines. Chest 143:e278S–313S

    Article  CAS  Google Scholar 

  34. Scott WJ, Howington J, Feigenberg S, Movsas B, Pisters K (2007) Treatment of non-small cell lung cancer stage I and stage II: ACCP evidence-based clinical practice guidelines (2nd edition). Chest 132:234S–S242

    Article  Google Scholar 

  35. Hsu CL, Chen KY, Shih JY et al (2012) Advanced non-small cell lung cancer in patients aged 45 years or younger: outcomes and prognostic factors. BMC Cancer 12:241

    Article  Google Scholar 

  36. Brenner DR, Boffetta P, Duell EJ et al (2012) Previous lung diseases and lung cancer risk: a pooled analysis from the International Lung Cancer Consortium. Am J Epidemiol 176:573–585

    Article  Google Scholar 

  37. Sarfati D, Koczwara B, Jackson C (2016) The impact of comorbidity on cancer and its treatment. CA Cancer J Clin 66:337–350

    Article  Google Scholar 

  38. **ao H, Tan F, Goovaerts P et al (2014) Impact of comorbidities on prostate cancer stage at diagnosis in Florida. Am J Men’s Health 10:285–295

    Article  Google Scholar 

Download references

Acknowledgments

The original data linkage was supported by the United States Military Cancer Institute and Division of Cancer Epidemiology and Genetics, National Cancer Institute. This work was supported by John P. Murtha Cancer Center Research Program, Uniformed Services University of the Health Sciences under the auspices of the Henry M. Jackson Foundation for the Advancement of Military Medicine and by the intramural research program of the National Cancer Institute.

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Correspondence to Jie Lin or Kangmin Zhu.

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Disclaimers: The contents of this publication are the sole responsibility of the authors and do not necessarily reflect the views, assertions, opinions, or policies of the Uniformed Services University of the Health Sciences (USUHS), the Department of Defense (DoD), or the Departments of the Army, Navy, or Air Force. Mentioning the trade names, commercial products, or organizations does not imply endorsement by the US Government.

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Lin, J., McGlynn, K.A., Nations, J.A. et al. Comorbidity and stage at diagnosis among lung cancer patients in the US military health system. Cancer Causes Control 31, 255–261 (2020). https://doi.org/10.1007/s10552-020-01269-1

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  • DOI: https://doi.org/10.1007/s10552-020-01269-1

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