Accuracy and completeness of diagnosis codes for cancer metastasis on Medicare claims.

2013 ◽  
Vol 31 (15_suppl) ◽  
pp. 6521-6521 ◽  
Author(s):  
Neetu Chawla ◽  
K. Robin Yabroff ◽  
Angela Mariotto ◽  
Timothy S. McNeel ◽  
Deborah Schrag ◽  
...  

6521 Background: Researchers are increasingly using diagnosis codes from administrative claims for cancer patients to identify metastatic disease at initial diagnosis or recurrence. However, the validity of metastasis codes on claims has not been established. We used the linked SEER -Medicare data to assess the completeness and validity of metastasis codes from Medicare claims for three common U.S. cancers. Methods: The study included 80,052 breast, lung, and colorectal cancer patients diagnosed with localized, regional, or distant disease in the SEER data between January 1, 2005 and December 31, 2007. From Medicare claims, patients were classified as having regional or distant disease at diagnosis if they had one hospital claim or two physician claims with metastasis codes within 3 months of diagnosis. Patients without claims with metastases codes were classified as having local disease. Using SEER data as the gold standard, we calculated sensitivity, specificity, positive and negative predictive values of metastasis codes on Medicare claims. We conducted multivariate logistic regression analysis to evaluate patient factors associated with stage misclassification for each cancer site. Results: For patients with distant disease per SEER data, the sensitivity and PPV of the claims to identify distant disease was: breast (50.6%, 67.3%), colorectal (72.2%, 68.8%) and lung cancer (42.1%, 88.6%). None of the measures for stage simultaneously exceeded 80% for sensitivity, specificity, and PPV for any of the cancer sites. In adjusted analysis, older, lower-income, and African American patients were more likely to have stage at diagnosis misclassified from Medicare claims. Conclusions: Use of diagnosis codes alone in Medicare claims will misclassify stage at diagnosis for cancer patients, particularly for patients with metastatic disease. Our findings also suggest that using diagnosis codes for metastasis to define recurrence in Medicare claims will be limited.

2021 ◽  
Vol 50 (Supplement_1) ◽  
Author(s):  
Xianhui Ran ◽  
Hongmei Zeng ◽  
Siwei Zhang ◽  
Lan An ◽  
Rongshou Zheng ◽  
...  

Abstract Background To explore the distribution and factors associated with cancer stage at diagnosis, we conducted a multi-center hospital-based study in China. Methods 38 hospitals were selected to set up the Chinese cancer clinical database. Detailed stage information was collected from clinical records and focus on cancers of the lung, stomach, colon-rectum, liver, female breast, and esophagus diagnosed during 2016-2017. We compared the stage distribution with the US by data from Surveillance, Epidemiology, and End Results database during the same period. Results Overall 69632 first diagnosed cancer cases were analyzed. The proportion of cancer patients in stage I varies by cancer site, with highest in breast (28%) and lowest in liver (13%). The proportion of cancer cases at stage I was generally higher in women (OR:1.7,95%CI:1.6-1.8), in young (<65 years) (OR:1.2,1.1-1.2) and in subjects having Chinese Urban Insurances (OR:1.9,1. 8-2.0). Except for esophageal cancer, the other five major cancers in China had more advanced stage than in the US. Conclusions Socio-demographic inequalities exist in stage at diagnosis for major cancer cases in China. Early detection interventions are especially needed to be targeted on patients with higher risk of advance disease diagnosis. Key messages Multi-center hospital-based study on cancer stage distribution in China shows that women, young, and those with Chinese Urban Insurance were more likely to be diagnosed with early stage. Stage distribution in China was generally more advanced compared with cancer patients in the US.


2021 ◽  
Vol 39 (15_suppl) ◽  
pp. 1572-1572
Author(s):  
Siran M. Koroukian ◽  
Jennifer Tsui ◽  
Weichuan Dong ◽  
Xiaoyu Yan ◽  
Uriel Kim ◽  
...  

1572 Background: Studies to date have shown post-Medicaid expansion (M-exp) decreases in the percentage of cancer patients who are uninsured and improvements in cancer stage at diagnosis in states that expanded Medicaid as part of the Affordable Care Act. However, most studies have examined impact of M-exp on stage outcomes at the population level, or among Medicaid and uninsured, rather than solely in the Medicaid population. Using cancer registry data from a non M-exp state (Georgia (GA)) and two M-exp states (Ohio (OH) and New Jersey (NJ)), we compared changes in cancer stage in patients on Medicaid, accounting for individual- and contextual-level characteristics at the Zip Code Tabulation Area (ZCTA) level. Methods: We used GA, OH, and NJ cancer registry data for individuals 20-64 years of age and diagnosed with incident invasive female breast (BC), cervical (CC), and colorectal cancer (CRC). Data spanned from 2010-2017 for GA and OH, and from 2011-2016 for NJ (for BC and CRC only), with 2014 marking the year in which Medicaid was expanded in OH and NJ. We retrieved demographic data (age, race/ethnicity, sex for CRC, insurance status, and cancer stage from the cancer registries), and obtained ZCTA-level data from the American Community Survey (e.g., income, education, and female-headed households). We defined late-stage diagnosis as regional- or distant- stage. We conducted multivariable logistic regression models by state and cancer site to examine changes in late-stage cancer diagnosis pre- and post-M-exp, accounting for individual- and ZCTA-level covariates. Results: The number of patients with incident cancer who were on Medicaid increased by 41.7% (n = 1757 to 2490), 59.6% (327 to 522), and 76.4% (953 to 1681) for BC, CC, and CRC cancers, respectively, in Ohio; by 92.4% (433 to 833) for BC and by over 100% for CRC (232 to 496) in NJ; but by 12.7% (662 to 746) among CRC patients in GA, where the number of BC and CC patients on Medicaid remained relatively stable. Adjusting for individual and contextual-level factors, the adjusted risk ratio (ARR and (95% Confidence Interval)) for late-stage disease was lowest for BC patients in OH (0.93 (0.87, 0.99)) and for CRC patients in GA (0.94 (0.89, 0.99)). The ARR for BC and CRC in NJ were not statistically significant, though they trended towards improvement. Similarly, changes in late-stage for CC were not statistically significant in OH or in GA. Conclusions: The increased number of cancer patients in Medicaid and the reductions in late-stage diagnosis observed may potentially translate into reduced, or at least stabilized, cancer-related morbidity and mortality burden among Medicaid beneficiaries over time. However, reductions in late-stage diagnosis were not consistent across cancer sites or states, possibly due to differences in population demographics, health behaviors, healthcare seeking patterns, and state-level cancer prevention efforts.


2019 ◽  
Vol 29 (3) ◽  
pp. 487-491 ◽  
Author(s):  
Alexander Lin ◽  
Sirui Ma ◽  
Farrokh Dehdashti ◽  
Stephanie Markovina ◽  
Julie Schwarz ◽  
...  

ObjectiveThe detection of distant metastatic disease in cervical cancer patients at diagnosis is critical in accurate prognostication and directing treatment strategies. This study describes the frequency and sites of distant metastatic disease at diagnosis in patients with cervical cancer as detected by positron emission tomography with 18F-fluorodeoxyglucose (FDG-PET).MethodsPatients with newly diagnosed cervical cancer underwent pre-treatment whole-body FDG-PET starting in 1997 at an academic institution. Patients with evidence of distant FDG-avid disease, defined as disease outside of typical sites of lymphatic spread, were included for analyses. Patients were not surgically staged, but biopsy to confirm metastatic disease was attempted at the discretion of the treating physicians. Overall survival was calculated using Kaplan-Meier analysis.ResultsFrom 1997 to 2017, 72 (6.2%) of 1158 consecutively evaluated cervical cancer patients exhibited FDG-avid distant disease at diagnosis; 27 (38%) of these had biopsy confirmation of distant disease. Only 35 (49%) of FDG-detected metastases were clinically apparent. The sites of distant disease were lung (35%), multiple sites (25%), omentum (16.5%), bone (16.5%), and liver (7%). There were 12 (17%) patients with distant disease who did not display FDG-avid lymph nodes. Median overall survival among patients with distant FDG-avid disease was 7.0 months (95% CI 4.3 to 9.7). Patients with multiple sites of distant disease demonstrated the worst overall survival.ConclusionsDistant metastatic disease detected by FDG-PET is found in 6.2% of patients with cervical cancer at the time of initial diagnosis and the most common site of disease is the lung. Further prospective investigation is warranted to delineate best treatment practices for cervical cancer patients presenting with distant metastases.


Author(s):  
Edgar Corona ◽  
Liu Yang ◽  
Eric Esrailian ◽  
Kevin A. Ghassemi ◽  
Jeffrey L. Conklin ◽  
...  

Abstract Introduction Esophageal cancer (EC) is an aggressive malignancy with poor prognosis. Mortality and disease stage at diagnosis are important indicators of improvements in cancer prevention and control. We examined United States trends in esophageal adenocarcinoma (EAC) and esophageal squamous cell carcinoma (ESCC) mortality and stage at diagnosis by race and ethnicity. Methods We used Surveillance, Epidemiology, and End Results (SEER) data to identify individuals with histologically confirmed EAC and ESCC between 1 January 1992 and 31 December 2016. For both EAC and ESCC, we calculated age-adjusted mortality and the proportion presenting at each stage by race/ethnicity, sex, and year. We then calculated the annual percent change (APC) in each indicator by race/ethnicity and examined changes over time. Results The study included 19,257 EAC cases and 15,162 ESCC cases. EAC mortality increased significantly overall and in non-Hispanic Whites from 1993 to 2012 and from 1993 to 2010, respectively. EAC mortality continued to rise among non-Hispanic Blacks (NHB) (APC = 1.60, p = 0.01). NHB experienced the fastest decline in ESCC mortality (APC = − 4.53, p < 0.001) yet maintained the highest mortality at the end of the study period. Proportions of late stage disease increased overall by 18.5 and 24.5 percentage points for EAC and ESCC respectively; trends varied by race/ethnicity. Conclusion We found notable differences in trends in EAC and ESCC mortality and stage at diagnosis by race/ethnicity. Stage migration resulting from improvements in diagnosis and treatment may partially explain recent trends in disease stage at diagnosis. Future efforts should identify factors driving current esophageal cancer disparities.


2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Jessica Garcia ◽  
Nick Kamps-Hughes ◽  
Florence Geiguer ◽  
Sébastien Couraud ◽  
Brice Sarver ◽  
...  

AbstractCirculating cell-free DNA (cfDNA) has the potential to be a specific biomarker for the therapeutic management of lung cancer patients. Here, a new sequencing error-reduction method based on molecular amplification pools (MAPs) was utilized to analyze cfDNA in lung cancer patients. We determined the accuracy of MAPs plasma sequencing with respect to droplet digital polymerase chain reaction assays (ddPCR), and tested whether actionable mutation discovery is improved by next-generation sequencing (NGS) in a clinical setting. This study reports data from 356 lung cancer patients receiving plasma testing as part of routine clinical management. Sequencing of cfDNA via MAPs had a sensitivity of 98.5% and specificity 98.9%. The ddPCR assay was used as the reference, since it is an established, accurate assay that can be performed contemporaneously on the same plasma sample. MAPs sequencing detected somatic variants in 261 of 356 samples (73%). Non-actionable clonal hematopoiesis-associated variants were identified via sequencing in 21% of samples. The accuracy of this cfDNA sequencing approach was similar to that of ddPCR assays in a clinical setting, down to an allele frequency of 0.1%. Due to broader coverage and high sensitivity for insertions and deletions, sequencing via MAPs afforded important detection of additional actionable mutations.


1997 ◽  
Vol 2 (1) ◽  
pp. 29-34
Author(s):  
Yoshihiko Tomita ◽  
Vladimir Bilim ◽  
Tomoyuki Imai ◽  
Masayuki Takeda ◽  
Kota Tahahashi ◽  
...  

2013 ◽  
Vol 11 (3) ◽  
pp. 131-131 ◽  
Author(s):  
N. Chawla ◽  
K. R. Yabroff ◽  
A. Mariotto ◽  
T. McNeel ◽  
D. Schrag ◽  
...  

2018 ◽  
Vol 7 (4) ◽  
pp. 1211-1220 ◽  
Author(s):  
John Michael Varlotto ◽  
Richard Voland ◽  
Kerrie McKie ◽  
John C. Flickinger ◽  
Malcolm M. DeCamp ◽  
...  

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