Skip to main content
Erschienen in: Journal of General Internal Medicine 3/2019

16.01.2019 | Original Research

Spatial Clusters of Breast Cancer Mortality and Incidence in the Contiguous USA: 2000–2014

verfasst von: Raid W. Amin, BS, MS, Ph.D., Bridget A. Fritsch, BS, MS, John E. Retzloff, DO

Erschienen in: Journal of General Internal Medicine | Ausgabe 3/2019

Einloggen, um Zugang zu erhalten

Abstract

Background

Clusters of breast cancer with varied incidence or mortality are known to exist. No national scale of analysis of geographical variation in breast cancer incidence has been published before for the contiguous USA.

Methods

This was a spatial cluster analysis of incidence and mortality data on breast cancer in the contiguous USA at the county resolution. Data for the years 2000–2014 were downloaded and analyzed with the software SaTScan with the goal to identify significant spatial clusters of breast cancer. Regression analysis was used to then adjust breast cancer incidence and mortality for several key risk factors such as age, smoking, particulate matter air pollution, physical inactivity, urban living, education level, and race.

Results

Spatial clusters of counties for higher than expected breast cancer incidence and also for breast cancer mortality were identified. All identified clusters have p < 0.05. The mortality clusters show the mean breast cancer rates inside the cluster, while the incidence clusters show the relative risk inside each cluster. This is the first study of the contiguous USA for breast cancer mortality and incidence together. The clustering for mortality is quite different from the clustering for incidence. Using the software JOINPOINT, it is shown that the annual US downward trend for breast cancer mortality slowed down in recent years.

Conclusions

There exist several significant clusters in the contiguous USA, both for breast cancer incidence and for breast cancer mortality. Some of the clusters persisted even after adjusting for several key risk factors. These geographic areas warrant further investigation to potentially identify additional local concerns or needs to further address female breast cancer in those specific sites.
Literatur
2.
Zurück zum Zitat Pickle LW, Mungiole M, Jones GK, et al. Atlas of United States mortality. Hyattsville: National Center for Health Statistics; 1996. Pickle LW, Mungiole M, Jones GK, et al. Atlas of United States mortality. Hyattsville: National Center for Health Statistics; 1996.
3.
Zurück zum Zitat Mokdad AH, Dwyer-Lindgren L, Fitzmaurice C, et al. Trends and patterns of disparities in cancer mortality among US counties, 1980-2014. JAMA. 2017;317(4):388–406.CrossRef Mokdad AH, Dwyer-Lindgren L, Fitzmaurice C, et al. Trends and patterns of disparities in cancer mortality among US counties, 1980-2014. JAMA. 2017;317(4):388–406.CrossRef
4.
Zurück zum Zitat Terry PD, Rohan TD. Cigarette Smoking and the Risk of Breast Cancer in Women. Cancer Epidemiol Biomark Prev. 2002;11(10):953–971. Terry PD, Rohan TD. Cigarette Smoking and the Risk of Breast Cancer in Women. Cancer Epidemiol Biomark Prev. 2002;11(10):953–971.
5.
Zurück zum Zitat Danaei G, Hoorn SV, Lopez AD, Murray CJ, Ezzati M. Causes of cancer in the world: Comparative risk assessment of nine behavioural and environmental risk factors. Lancet. 2005;366(9499):1784–1793.CrossRef Danaei G, Hoorn SV, Lopez AD, Murray CJ, Ezzati M. Causes of cancer in the world: Comparative risk assessment of nine behavioural and environmental risk factors. Lancet. 2005;366(9499):1784–1793.CrossRef
6.
Zurück zum Zitat Calle EE, Rodriguez C, Walker-Thurmond K, Thun MJ. Overweight, obesity, and mortality from cancer in a prospectively studied cohort of U.S. adults. N Engl J Med. 2003;348:1625–1638.CrossRef Calle EE, Rodriguez C, Walker-Thurmond K, Thun MJ. Overweight, obesity, and mortality from cancer in a prospectively studied cohort of U.S. adults. N Engl J Med. 2003;348:1625–1638.CrossRef
7.
Zurück zum Zitat Thune I, Brenn T, Lund E, Gaard M.. Physical activity and the risk of breast cancer. N Engl J Med. 1997;336:1269–1275.CrossRef Thune I, Brenn T, Lund E, Gaard M.. Physical activity and the risk of breast cancer. N Engl J Med. 1997;336:1269–1275.CrossRef
8.
Zurück zum Zitat Albano JD, Ward E, Jemal A, et al. Cancer Mortality in the United States by Education Level and Race. J Natl Cancer Inst. 2007;99(18):1384–1394.CrossRef Albano JD, Ward E, Jemal A, et al. Cancer Mortality in the United States by Education Level and Race. J Natl Cancer Inst. 2007;99(18):1384–1394.CrossRef
9.
Zurück zum Zitat Freeman HP. Poverty, culture, and social injustice: Determinants of cancer disparities. CA Cancer J Clin. 2004;54(2):72–77.CrossRef Freeman HP. Poverty, culture, and social injustice: Determinants of cancer disparities. CA Cancer J Clin. 2004;54(2):72–77.CrossRef
10.
Zurück zum Zitat Crouse DL, Goldberg MS, Ross NA, Chen H, Labrèche F. Postmenopausal breast cancer is associated with exposure to traffic-related air pollution in Montreal, Canada: A case–control study. Environ Health Perspect, 2010;118(11):1578–1583.CrossRef Crouse DL, Goldberg MS, Ross NA, Chen H, Labrèche F. Postmenopausal breast cancer is associated with exposure to traffic-related air pollution in Montreal, Canada: A case–control study. Environ Health Perspect, 2010;118(11):1578–1583.CrossRef
11.
Zurück zum Zitat Hystad P, Villeneuve PJ, Goldberg MS, Crouse DL, Johnson K. Exposure to traffic-related air pollution and the risk of developing breast cancer among women in eight Canadian provinces: A case–control study. Environ Int. 2015;74:240–248.CrossRef Hystad P, Villeneuve PJ, Goldberg MS, Crouse DL, Johnson K. Exposure to traffic-related air pollution and the risk of developing breast cancer among women in eight Canadian provinces: A case–control study. Environ Int. 2015;74:240–248.CrossRef
12.
Zurück zum Zitat Sheehan TJ, DeChello LM, Kulldorff M, Gregorio DI, Gershman S, Mroszczyk M. The geographic distribution of breast cancer incidence in Massachusetts 1988–1997, adjusted for covariates. Int J Health Geogr. 2004;3:17.CrossRef Sheehan TJ, DeChello LM, Kulldorff M, Gregorio DI, Gershman S, Mroszczyk M. The geographic distribution of breast cancer incidence in Massachusetts 1988–1997, adjusted for covariates. Int J Health Geogr. 2004;3:17.CrossRef
13.
Zurück zum Zitat Chen Y, Yi Q, Mao Y. Cluster of liver cancer and immigration: a geographic analysis of incidence data for Ontario 1998-2002. Int J Health Geogr. 2008;7:28.CrossRef Chen Y, Yi Q, Mao Y. Cluster of liver cancer and immigration: a geographic analysis of incidence data for Ontario 1998-2002. Int J Health Geogr. 2008;7:28.CrossRef
14.
Zurück zum Zitat Kulldorff M. A spatial scan statistic. Commun Stat Theory Methods. 1997;26:1481–1496.CrossRef Kulldorff M. A spatial scan statistic. Commun Stat Theory Methods. 1997;26:1481–1496.CrossRef
15.
Zurück zum Zitat Kulldorff M, Feuer EJ, Miller BA, Freedman LS. Breast cancer clusters in the northeast United States: A geographic analysis. Am J Epidemiol. 1997;146(2):161–170.CrossRef Kulldorff M, Feuer EJ, Miller BA, Freedman LS. Breast cancer clusters in the northeast United States: A geographic analysis. Am J Epidemiol. 1997;146(2):161–170.CrossRef
16.
18.
Zurück zum Zitat Srebotnjak T, Mokdad AH, Murray CJL. A novel framework for validating and applying standardized small area measurement strategies. Popul Health Metrics. 2010;8:26.CrossRef Srebotnjak T, Mokdad AH, Murray CJL. A novel framework for validating and applying standardized small area measurement strategies. Popul Health Metrics. 2010;8:26.CrossRef
19.
Zurück zum Zitat Kulldorff M, Huang L, Konty K. A scan statistic for continuous data based on the normal probability model. Int J Health Geogr. 2009;8:58.CrossRef Kulldorff M, Huang L, Konty K. A scan statistic for continuous data based on the normal probability model. Int J Health Geogr. 2009;8:58.CrossRef
20.
Zurück zum Zitat Huang L, Huang L, Tiwari R, Zuo J, Kulldorff M, Feuer E. Weighted normal spatial scan statistic for heterogeneous population data. J Am Stat Assoc. 2009;104:886–898.CrossRef Huang L, Huang L, Tiwari R, Zuo J, Kulldorff M, Feuer E. Weighted normal spatial scan statistic for heterogeneous population data. J Am Stat Assoc. 2009;104:886–898.CrossRef
21.
Zurück zum Zitat Centers for Disease Control and Prevention (CDC). Data from: Environmental Public Health Tracking Network [Dataset]. 2017. Retrieved from www.cdc.gov/ephtracking. Accessed 9 Nov 2018. Centers for Disease Control and Prevention (CDC). Data from: Environmental Public Health Tracking Network [Dataset]. 2017. Retrieved from www.​cdc.​gov/​ephtracking. Accessed 9 Nov 2018.
27.
Zurück zum Zitat Kim HJ, Fay MP, Feuer EJ, Midthune DN. Permutation tests for joinpoint regression with applications to cancer rates. Stat Med. 2000;19:335–51.CrossRef Kim HJ, Fay MP, Feuer EJ, Midthune DN. Permutation tests for joinpoint regression with applications to cancer rates. Stat Med. 2000;19:335–51.CrossRef
29.
Zurück zum Zitat Gregorio DI, Kulldorff M, Barry L, Samociuk H. Geographic differences in invasive and in situ breast cancer incidence according to precise geographic coordinates, Connecticut, 1991–95. Int J Cancer. 2002;100:194–198.CrossRef Gregorio DI, Kulldorff M, Barry L, Samociuk H. Geographic differences in invasive and in situ breast cancer incidence according to precise geographic coordinates, Connecticut, 1991–95. Int J Cancer. 2002;100:194–198.CrossRef
30.
Zurück zum Zitat MacKinnon JA, Duncan RC, Huang Y, Lee DJ, Fleming LE, Voti L, Rudolph M, Wilkinson JD. Detecting an Association between Socioeconomic Status and Late Stage Breast Cancer using Spatial Analysis and Area-Based Measures. Cancer Epidemiol Biomark Prev. 2007;16(4):756–62.CrossRef MacKinnon JA, Duncan RC, Huang Y, Lee DJ, Fleming LE, Voti L, Rudolph M, Wilkinson JD. Detecting an Association between Socioeconomic Status and Late Stage Breast Cancer using Spatial Analysis and Area-Based Measures. Cancer Epidemiol Biomark Prev. 2007;16(4):756–62.CrossRef
Metadaten
Titel
Spatial Clusters of Breast Cancer Mortality and Incidence in the Contiguous USA: 2000–2014
verfasst von
Raid W. Amin, BS, MS, Ph.D.
Bridget A. Fritsch, BS, MS
John E. Retzloff, DO
Publikationsdatum
16.01.2019
Verlag
Springer International Publishing
Erschienen in
Journal of General Internal Medicine / Ausgabe 3/2019
Print ISSN: 0884-8734
Elektronische ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-018-4824-9

Weitere Artikel der Ausgabe 3/2019

Journal of General Internal Medicine 3/2019 Zur Ausgabe

Leitlinien kompakt für die Innere Medizin

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Erhöhte Mortalität bei postpartalem Brustkrebs

07.05.2024 Mammakarzinom Nachrichten

Auch für Trägerinnen von BRCA-Varianten gilt: Erkranken sie fünf bis zehn Jahre nach der letzten Schwangerschaft an Brustkrebs, ist das Sterberisiko besonders hoch.

Hypertherme Chemotherapie bietet Chance auf Blasenerhalt

07.05.2024 Harnblasenkarzinom Nachrichten

Eine hypertherme intravesikale Chemotherapie mit Mitomycin kann für Patienten mit hochriskantem nicht muskelinvasivem Blasenkrebs eine Alternative zur radikalen Zystektomie darstellen. Kölner Urologen berichten über ihre Erfahrungen.

Ein Drittel der jungen Ärztinnen und Ärzte erwägt abzuwandern

07.05.2024 Medizinstudium Nachrichten

Extreme Arbeitsverdichtung und kaum Supervision: Dr. Andrea Martini, Sprecherin des Bündnisses Junge Ärztinnen und Ärzte (BJÄ) über den Frust des ärztlichen Nachwuchses und die Vorteile des Rucksack-Modells.

Vorhofflimmern bei Jüngeren gefährlicher als gedacht

06.05.2024 Vorhofflimmern Nachrichten

Immer mehr jüngere Menschen leiden unter Vorhofflimmern. Betroffene unter 65 Jahren haben viele Risikofaktoren und ein signifikant erhöhtes Sterberisiko verglichen mit Gleichaltrigen ohne die Erkrankung.

Update Innere Medizin

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.