ArticleFrontiers in oncology2023
Association between family income to poverty ratio and HPV infection status among U.S. women aged 20 years and older: a study from NHANES 2003-2016.
Article in Frontiers in oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 19 citations in OpenAlex.
- Article
- Multidimensional nomogram for prediction of cardiovascular disease risk in cancer survivors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Human papillomavirus infection and atherosclerotic cardiovascular disease: a comprehensive review of epidemiological evidence, molecular mechanisms, and vaccination-mediated protection.Frontiers in genetics · 2026Review
- Association of oxidative balance scores with the prevalence of prediabetes, impaired fasting glucose, and impaired glucose tolerance in the general US adult population: Evidence from NHANES 1999-2018.The Journal of international medical research · 2025Article
- Association Between Heavy Metals Mixtures and Life's Essential 8 Score in General US Adults.Cardiovascular toxicology · 2025Article
- Correlation of neutrophil percentage-to-albumin ratio with lung function in American adults: a population study.BMC pulmonary medicine · 2025Article
- Association of sleep duration and sleep disorders with post-stroke depression and all-cause and cardiovascular disease mortality in US stroke survivors: results from NHANES 2005-2018.European journal of medical research · 2025Article
- L-type association between magnesium intake and human papillomavirus infection in US adult women: based on NHANES 2003-2016 data.Frontiers in nutrition · 2025Article
- Nonlinear association of a composite metabolic index (ZJU index) with hypertension: a cross-sectional study of NHANES 2003-2018.Frontiers in cardiovascular medicine · 2025Article
- Association of Life's Crucial 9 with all-cause and cardiovascular mortality in stroke survivors and predictive value for mortality compared with Life's Essential 8: evidence from NHANES 2005-2018.Frontiers in neurology · 2025Article
- Association between family poverty income ratio and Parkinson's disease in adults aged 40 and older: a study from NHANES 2003-2020.Frontiers in neurology · 2025Article
- Correlation analysis of exercise volume and musculoskeletal disorders in people with income level differences: research based on the 2011-2018 NHANES dataset.BMC public health · 2024Article
- Association between family income to poverty ratio and nocturia in adults aged 20 years and older: A study from NHANES 2005-2010.PloS one · 2024Article
- The association between body roundness index and osteoporosis in American adults: analysis from NHANES dataset.Frontiers in nutrition · 2024Article
- Association between family income to poverty ratio and severe headache/migraine in the American adults: data from NHANES 1999-2004.Frontiers in neurology · 2024Article
- Associations between ethylene oxide exposure and chronic bronchitis: results from the NHANES 2013-2018.Frontiers in public health · 2024Article
- Disparities in Healthcare and HBV Vaccination by Smoking Status: Findings from the National Health and Nutrition Examination Survey (NHANES) 2017-2018.Healthcare (Basel, Switzerland) · 2023Article
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: HPV infection is closely related to the occurrence of cervical cancer and has an important adverse effect on human life and health. This study used data from the NHANES 2003-2016 to investigate the relationship between PIR and HPV infection status among Americans aged 20 and older. Methods: The data for this cross-sectional investigation came from the 2003-2016 National Health and Nutrition Examination Survey (NHANES), which included 9580 women who were 20 years of age or older. The linear and nonlinear correlations between PIR and the presence of HPV infection were investigated using multiple linear regression and smooth curve fitting. The stability of the relationship across groups was examined using subgroup analysis and interaction tests. Results: There were 2232 impoverished homes and 2543 rich households among the 9580 adult participants aged 20 and above. PIR (ratio of income to poverty) was found to be significantly inversely related to the presence of HPV infection [0.91 (0.89, 0.94)] after adjusting for all other covariates, and the trend persisted even after categorizing PIR into high- and low-income groups (PIR>4 and PIR<1). In addition, significant negative relationships were discovered in subgroup analyses for women aged 25 to 59 [0.90 (0.88, 0.93)], non-Hispanic whites [0.80 (0.70, 0.92)], non-diabetics [0.91 (0.88, 0.94)], and those who had ever engaged in sex [0.91 (0.89, 0.94)]. Conclusions: PIR was highly and negatively correlated with the presence of HPV infection in American women aged 20 and older. The results of this study are of great significance for preventing HPV infection and improving the accuracy of HPV screening.
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