Skip to main content
Erschienen in: Cancer Causes & Control 2/2013

01.02.2013 | Original paper

A prospective study of socioeconomic status, prostate cancer screening and incidence among men at high risk for prostate cancer

verfasst von: Andrew Rundle, Kathryn M. Neckerman, Daniel Sheehan, Michelle Jankowski, Oleksandr N. Kryvenko, Deliang Tang, Benjamin A. Rybicki

Erschienen in: Cancer Causes & Control | Ausgabe 2/2013

Einloggen, um Zugang zu erhalten

Abstract

Purpose

Higher socioeconomic status (SES) men are at higher risk of prostate cancer (PCa) diagnosis, an association commonly interpreted as a function of higher rates of prostate screening among higher SES men. However, the extent to which screening explains this association has not been well quantified.

Methods

Within a Detroit area cohort of 6,692 men followed up after a benign prostate procedure, a case–control study was conducted of 494 PCa cases and controls matched on age, race, duration of follow-up, and date of initial benign finding; 2000 Census data were used in a principal component analysis to derive a single factor, labeled the neighborhood SES index (NSESI), representing zip code-level SES.

Results

Among cases, higher SES was associated with a younger age at initial biopsy: −1.48 years (95 % CI, −2.32, −0.64) per unit NSESI. After adjustment for confounders and duration of follow-up, higher SES was associated with more PSA tests and DRE during follow-up; 9 % (95 % CI, 2, 16) and 8 % (95 % CI, 1, 15) more respectively, per unit NSESI. Higher SES was associated with a higher risk of PCa diagnosis during follow-up, multivariable adjusted OR = 1.26 per unit increase in NSESI (95 % CI, 1.04, 1.49). Further adjustment for screening frequency somewhat reduced the association between SES and PCa risk (OR = 1.19 per unit NSESI, 95 % CI, 0.98, 1.44).

Conclusions

Differences in screening frequency only partially explained the association between higher zip code SES and PCa risk; other health care-related factors should also be considered as explanatory factors.
Literatur
1.
Zurück zum Zitat American Cancer Society (2012) Cancer facts and figures 2012. Atlanta: American Cancer Society American Cancer Society (2012) Cancer facts and figures 2012. Atlanta: American Cancer Society
2.
Zurück zum Zitat Welch HG, Fisher ES, Gottlieb DJ, Barry MJ (2007) Detection of prostate cancer via biopsy in the Medicare-SEER population during the PSA era. J Natl Cancer Inst 99:1395–1400PubMedCrossRef Welch HG, Fisher ES, Gottlieb DJ, Barry MJ (2007) Detection of prostate cancer via biopsy in the Medicare-SEER population during the PSA era. J Natl Cancer Inst 99:1395–1400PubMedCrossRef
3.
Zurück zum Zitat Bostwick DG, Burke HB, Djakiew D et al (2004) Human prostate cancer risk factors. Cancer 101:2371–2490PubMedCrossRef Bostwick DG, Burke HB, Djakiew D et al (2004) Human prostate cancer risk factors. Cancer 101:2371–2490PubMedCrossRef
5.
Zurück zum Zitat Carpenter WR, Howard DL, Taylor YJ, Ross LE, Wobker SE, Godley PA (2010) Racial differences in PSA screening interval and stage at diagnosis. Cancer Causes Control 21:1071–1080PubMedCrossRef Carpenter WR, Howard DL, Taylor YJ, Ross LE, Wobker SE, Godley PA (2010) Racial differences in PSA screening interval and stage at diagnosis. Cancer Causes Control 21:1071–1080PubMedCrossRef
6.
Zurück zum Zitat Gornick ME, Eggers PW, Riley GF (2004) Associations of race, education, and patterns of preventive service use with stage of cancer at time of diagnosis. Health Serv Res 39:1403–1427PubMedCrossRef Gornick ME, Eggers PW, Riley GF (2004) Associations of race, education, and patterns of preventive service use with stage of cancer at time of diagnosis. Health Serv Res 39:1403–1427PubMedCrossRef
7.
Zurück zum Zitat 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 20:417–435PubMedCrossRef 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 20:417–435PubMedCrossRef
8.
Zurück zum Zitat Krieger N, Quesenberry C Jr, Peng T et al (1999) Social class, race/ethnicity, and incidence of breast, cervix, colon, lung, and prostate cancer among Asian, Black, Hispanic, and White residents of the San Francisco Bay Area, 1988–92 (United States). Cancer Causes Control 10:525–537PubMedCrossRef Krieger N, Quesenberry C Jr, Peng T et al (1999) Social class, race/ethnicity, and incidence of breast, cervix, colon, lung, and prostate cancer among Asian, Black, Hispanic, and White residents of the San Francisco Bay Area, 1988–92 (United States). Cancer Causes Control 10:525–537PubMedCrossRef
9.
Zurück zum Zitat Yin D, Morris C, Allen M, Cress R, Bates J, Liu L (2010) Does socioeconomic disparity in cancer incidence vary across racial/ethnic groups? Cancer Causes Control 21:1721–1730PubMedCrossRef Yin D, Morris C, Allen M, Cress R, Bates J, Liu L (2010) Does socioeconomic disparity in cancer incidence vary across racial/ethnic groups? Cancer Causes Control 21:1721–1730PubMedCrossRef
10.
Zurück zum Zitat Cheng I, Witte J, McClure L et al (2009) Socioeconomic status and prostate cancer incidence and mortality rates among the diverse population of California. Cancer Causes Control 20:1431–1440PubMedCrossRef Cheng I, Witte J, McClure L et al (2009) Socioeconomic status and prostate cancer incidence and mortality rates among the diverse population of California. Cancer Causes Control 20:1431–1440PubMedCrossRef
11.
Zurück zum Zitat DeChello LM, Gregorio DI, Samociuk H (2006) Race-specific geography of prostate cancer incidence. Int J Health Geogr 5:59PubMedCrossRef DeChello LM, Gregorio DI, Samociuk H (2006) Race-specific geography of prostate cancer incidence. Int J Health Geogr 5:59PubMedCrossRef
12.
Zurück zum Zitat Major JM, Norman Oliver M, Doubeni CA, Hollenbeck AR, Graubard BI, Sinha R (2012) Socioeconomic status, healthcare density, and risk of prostate cancer among African American and Caucasian men in a large prospective study. Cancer Causes Control 23:1185–1191PubMedCrossRef Major JM, Norman Oliver M, Doubeni CA, Hollenbeck AR, Graubard BI, Sinha R (2012) Socioeconomic status, healthcare density, and risk of prostate cancer among African American and Caucasian men in a large prospective study. Cancer Causes Control 23:1185–1191PubMedCrossRef
13.
Zurück zum Zitat Byers TE, Wolf HJ, Bauer KR et al (2008) The impact of socioeconomic status on survival after cancer in the United States: findings from the national program of cancer registries patterns of care study. Cancer 113:582–591PubMedCrossRef Byers TE, Wolf HJ, Bauer KR et al (2008) The impact of socioeconomic status on survival after cancer in the United States: findings from the national program of cancer registries patterns of care study. Cancer 113:582–591PubMedCrossRef
14.
Zurück zum Zitat Xiao H, Gwede CK, Kiros G, Milla K (2007) Analysis of prostate cancer incidence using geographic information system and multilevel modeling. J Natl Med Assoc 99:218–225PubMed Xiao H, Gwede CK, Kiros G, Milla K (2007) Analysis of prostate cancer incidence using geographic information system and multilevel modeling. J Natl Med Assoc 99:218–225PubMed
15.
Zurück zum Zitat Klassen AC, Curriero FC, Hong JH et al (2004) The role of area-level influences on prostate cancer grade and stage at diagnosis. Prev Med 39:441–448PubMedCrossRef Klassen AC, Curriero FC, Hong JH et al (2004) The role of area-level influences on prostate cancer grade and stage at diagnosis. Prev Med 39:441–448PubMedCrossRef
16.
Zurück zum Zitat Zeigler-Johnson C, Tierny A, Rebbeck T, Rundle A (2011) Prostate cancer severity association with neighborhood deprivation. Prostate Cancer. Published online Oct 9 2011 Zeigler-Johnson C, Tierny A, Rebbeck T, Rundle A (2011) Prostate cancer severity association with neighborhood deprivation. Prostate Cancer. Published online Oct 9 2011
17.
Zurück zum Zitat Chang CM, Su YC, Lai NS et al (2012) The combined effect of individual and neighborhood socioeconomic status on cancer survival rates. PLoS ONE 7:e44325PubMedCrossRef Chang CM, Su YC, Lai NS et al (2012) The combined effect of individual and neighborhood socioeconomic status on cancer survival rates. PLoS ONE 7:e44325PubMedCrossRef
18.
Zurück zum Zitat Li X, Sundquist K, Sundquist J (2012) Neighborhood deprivation and prostate cancer mortality: a multilevel analysis from Sweden. Prostate Cancer Prostatic Dis 15:128–134PubMedCrossRef Li X, Sundquist K, Sundquist J (2012) Neighborhood deprivation and prostate cancer mortality: a multilevel analysis from Sweden. Prostate Cancer Prostatic Dis 15:128–134PubMedCrossRef
19.
Zurück zum Zitat Jemal A, Ward E, Wu X, Martin HJ, McLaughlin CC, Thun MJ (2005) Geographic patterns of prostate cancer mortality and variations in access to medical care in the United States. Cancer Epidemiol Biomarkers Prev 14:590–595PubMedCrossRef Jemal A, Ward E, Wu X, Martin HJ, McLaughlin CC, Thun MJ (2005) Geographic patterns of prostate cancer mortality and variations in access to medical care in the United States. Cancer Epidemiol Biomarkers Prev 14:590–595PubMedCrossRef
20.
Zurück zum Zitat Seo HS, Lee NK (2010) Predictors of PSA screening among men over 40 years of age who had ever heard about PSA. Korean J Urol 51:391–397PubMedCrossRef Seo HS, Lee NK (2010) Predictors of PSA screening among men over 40 years of age who had ever heard about PSA. Korean J Urol 51:391–397PubMedCrossRef
21.
Zurück zum Zitat Guagliardo MF, Ronzio CR, Cheung I, Chacko E, Joseph JG (2004) Physician accessibility: an urban case study of pediatric providers. Health Place 10:273–283PubMedCrossRef Guagliardo MF, Ronzio CR, Cheung I, Chacko E, Joseph JG (2004) Physician accessibility: an urban case study of pediatric providers. Health Place 10:273–283PubMedCrossRef
22.
Zurück zum Zitat Kryvenko ON, Jankowski M, Chitale DA et al. (2012) Inflammation and preneoplastic lesions in benign prostate as risk factors for prostate cancer. Mod Pathol 25(7):1023–1032 Kryvenko ON, Jankowski M, Chitale DA et al. (2012) Inflammation and preneoplastic lesions in benign prostate as risk factors for prostate cancer. Mod Pathol 25(7):1023–1032
23.
Zurück zum Zitat Beebe-Dimmer JL, Nock NL, Neslund-Dudas C et al (2009) Racial differences in risk of prostate cancer associated with metabolic syndrome. Urology 74:185–190PubMedCrossRef Beebe-Dimmer JL, Nock NL, Neslund-Dudas C et al (2009) Racial differences in risk of prostate cancer associated with metabolic syndrome. Urology 74:185–190PubMedCrossRef
24.
Zurück zum Zitat Krieger N, Williams DR, Moss NE (1997) Measuring social class in US public health research: concepts, methodologies, and guidelines. Annu Rev Public Health 18:341–378PubMedCrossRef Krieger N, Williams DR, Moss NE (1997) Measuring social class in US public health research: concepts, methodologies, and guidelines. Annu Rev Public Health 18:341–378PubMedCrossRef
25.
Zurück zum Zitat Krieger N, Chen JT, Waterman PD, Soobader MJ, Subramanian SV, Carson R (2003) Choosing area based socioeconomic measures to monitor social inequalities in low birth weight and childhood lead poisoning: the public health disparities geocoding project (US). J Epidemiol Commun Health 57:186–199CrossRef Krieger N, Chen JT, Waterman PD, Soobader MJ, Subramanian SV, Carson R (2003) Choosing area based socioeconomic measures to monitor social inequalities in low birth weight and childhood lead poisoning: the public health disparities geocoding project (US). J Epidemiol Commun Health 57:186–199CrossRef
26.
Zurück zum Zitat Wang F, Luo W (2005) Assessing spatial and nonspatial factors for healthcare access: towards an integrated approach to defining health professional shortage areas. Health Place 11:131–146PubMedCrossRef Wang F, Luo W (2005) Assessing spatial and nonspatial factors for healthcare access: towards an integrated approach to defining health professional shortage areas. Health Place 11:131–146PubMedCrossRef
27.
Zurück zum Zitat James RC, Mustard CA (2004) Geographic location of commercial plasma donation clinics in the United States, 1980–1995. Am J Public Health 94:1224–1229PubMedCrossRef James RC, Mustard CA (2004) Geographic location of commercial plasma donation clinics in the United States, 1980–1995. Am J Public Health 94:1224–1229PubMedCrossRef
28.
Zurück zum Zitat Bell DC, Carlson JW, Richard AJ (1998) The social ecology of drug use: a factor analysis of an urban environment. Subst Use Misuse 33:2201–2217PubMedCrossRef Bell DC, Carlson JW, Richard AJ (1998) The social ecology of drug use: a factor analysis of an urban environment. Subst Use Misuse 33:2201–2217PubMedCrossRef
29.
Zurück zum Zitat Mares AS, Desai RA, Rosenheck RA (2005) Association between community and client characteristics and subjective measures of the quality of housing. Psychiatr Serv 56:315–319PubMedCrossRef Mares AS, Desai RA, Rosenheck RA (2005) Association between community and client characteristics and subjective measures of the quality of housing. Psychiatr Serv 56:315–319PubMedCrossRef
30.
Zurück zum Zitat Buka SL, Brennan RT, Rich-Edwards JW, Raudenbush SW, Earls F (2003) Neighborhood support and the birth weight of urban infants. Am J Epidemiol 157:1–8PubMedCrossRef Buka SL, Brennan RT, Rich-Edwards JW, Raudenbush SW, Earls F (2003) Neighborhood support and the birth weight of urban infants. Am J Epidemiol 157:1–8PubMedCrossRef
31.
Zurück zum Zitat Messer LC, Laraia BA, Kaufman JS et al (2006) The development of a standardized neighborhood deprivation index. J Urban Health 83:1041–1062PubMedCrossRef Messer LC, Laraia BA, Kaufman JS et al (2006) The development of a standardized neighborhood deprivation index. J Urban Health 83:1041–1062PubMedCrossRef
32.
Zurück zum Zitat Schulz AJ, Williams DR, Israel BA, Lempert LB (2002) Racial and spatial relations as fundamental determinants of health in Detroit. Milbank Q 80:677–707, iv Schulz AJ, Williams DR, Israel BA, Lempert LB (2002) Racial and spatial relations as fundamental determinants of health in Detroit. Milbank Q 80:677–707, iv
33.
Zurück zum Zitat Rundle A, Richards C, Neslund-Dudas C, Tang D, Rybicki BA (2012) Neighborhood socioeconomic status modifies the association between individual smoking status and PAH-DNA adduct levels in prostate tissue. Environ Mol Mutagen 53:384–391PubMedCrossRef Rundle A, Richards C, Neslund-Dudas C, Tang D, Rybicki BA (2012) Neighborhood socioeconomic status modifies the association between individual smoking status and PAH-DNA adduct levels in prostate tissue. Environ Mol Mutagen 53:384–391PubMedCrossRef
34.
Zurück zum Zitat Hubbard AE, Ahern J, Fleischer NL et al (2010) To GEE or not to GEE: comparing population average and mixed models for estimating the associations between neighborhood risk factors and health. Epidemiology 21:467–474PubMedCrossRef Hubbard AE, Ahern J, Fleischer NL et al (2010) To GEE or not to GEE: comparing population average and mixed models for estimating the associations between neighborhood risk factors and health. Epidemiology 21:467–474PubMedCrossRef
35.
Zurück zum Zitat Chiu BC, Anderson JR, Corbin D (2005) Predictors of prostate cancer screening among health fair participants. Public Health 119:686–693PubMedCrossRef Chiu BC, Anderson JR, Corbin D (2005) Predictors of prostate cancer screening among health fair participants. Public Health 119:686–693PubMedCrossRef
36.
Zurück zum Zitat Spencer BA, Babey SH, Etzioni DA et al (2006) A population-based survey of prostate-specific antigen testing among California men at higher risk for prostate carcinoma. Cancer 106:765–774PubMedCrossRef Spencer BA, Babey SH, Etzioni DA et al (2006) A population-based survey of prostate-specific antigen testing among California men at higher risk for prostate carcinoma. Cancer 106:765–774PubMedCrossRef
37.
Zurück zum Zitat Rundle A, Field S, Park Y, Freeman L, Weiss CC, Neckerman K (2008) Personal and neighborhood socioeconomic status and indices of neighborhood walk-ability predict body mass index in New York City. Soc Sci Med 67:1951–1958PubMedCrossRef Rundle A, Field S, Park Y, Freeman L, Weiss CC, Neckerman K (2008) Personal and neighborhood socioeconomic status and indices of neighborhood walk-ability predict body mass index in New York City. Soc Sci Med 67:1951–1958PubMedCrossRef
38.
Zurück zum Zitat Krieger N, Chen JT, Waterman PD, Rehkopf DH, Subramanian SV (2003) Race/ethnicity, gender, and monitoring socioeconomic gradients in health: a comparison of area-based socioeconomic measures–the public health disparities geocoding project. Am J Public Health 93:1655–1671PubMedCrossRef Krieger N, Chen JT, Waterman PD, Rehkopf DH, Subramanian SV (2003) Race/ethnicity, gender, and monitoring socioeconomic gradients in health: a comparison of area-based socioeconomic measures–the public health disparities geocoding project. Am J Public Health 93:1655–1671PubMedCrossRef
39.
Zurück zum Zitat Krieger N, Chen JT, Waterman PD, Soobader MJ, Subramanian SV, Carson R (2002) Geocoding and monitoring of US socioeconomic inequalities in mortality and cancer incidence: does the choice of area-based measure and geographic level matter? The public health disparities geocoding project. Am J Epidemiol 156:471–482PubMedCrossRef Krieger N, Chen JT, Waterman PD, Soobader MJ, Subramanian SV, Carson R (2002) Geocoding and monitoring of US socioeconomic inequalities in mortality and cancer incidence: does the choice of area-based measure and geographic level matter? The public health disparities geocoding project. Am J Epidemiol 156:471–482PubMedCrossRef
40.
Zurück zum Zitat Lovasi G, Grady S, Rundle A (2012) Steps forward: review and recommendations for research on walkability, physical activity and cardiovascular health. Public Health Rev 33(2):484–506 Lovasi G, Grady S, Rundle A (2012) Steps forward: review and recommendations for research on walkability, physical activity and cardiovascular health. Public Health Rev 33(2):484–506
Metadaten
Titel
A prospective study of socioeconomic status, prostate cancer screening and incidence among men at high risk for prostate cancer
verfasst von
Andrew Rundle
Kathryn M. Neckerman
Daniel Sheehan
Michelle Jankowski
Oleksandr N. Kryvenko
Deliang Tang
Benjamin A. Rybicki
Publikationsdatum
01.02.2013
Verlag
Springer Netherlands
Erschienen in
Cancer Causes & Control / Ausgabe 2/2013
Print ISSN: 0957-5243
Elektronische ISSN: 1573-7225
DOI
https://doi.org/10.1007/s10552-012-0108-6

Weitere Artikel der Ausgabe 2/2013

Cancer Causes & Control 2/2013 Zur Ausgabe

Update Onkologie

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