Abstract
Despite an increase in the number of molecular epidemiological studies conducted in recent years to evaluate the association between HPV infection and risk of breast carcinoma, the studies remain inconclusive. Here, a meta-analysis was conducted to estimate the prevalence of HPV in breast carcinoma and test the association. Studies on HPV DNA detection in sporadic breast carcinoma in female using polymerase chain reaction were included. Information on overall and type-specific (HPV 6, 11, 16, 18, 31, 33, 35, 45 and 51) HPV prevalence were required, plus detailed descriptions of study populations, HPV DNA source, publication calendar period and PCR primers used for HPV DNA detection and typing. We revealed that 24.49% of the breast carcinoma cases were associated with HPV, 32.42% occurred in Asia and 12.91% in Europe. The four most commonly identified HPV types, in the order of decreased prevalence, were HPV33, 18, 16, and 35. The detection of HPV was mostly influenced by publication calendar period and PCR primers used. In addition, the analysis of ten case–control studies containing 447 breast carcinoma cases and 275 controls showed a significant increase in breast carcinoma risk with HPV positivity (OR = 3.63, 95% CI = 1.42–9.27). These results suggest that it’s difficult to rule out the possibility of the association of HPV and breast carcinoma at present according to available publication proofs.
Keywords: Human papillomavirus, Breast carcinoma, Meta-analysis, Epidemiology
Introduction
Certain types of Human papillomavirus (HPV), such as HPV 16 and 18, are necessary in the development of cervical cancer [1]. It has been also considered that HPV may cause cancer of other sites such as head and neck, anus and vulva [2]. In 1990, Band et al. [3] reported that HPV could immortalize normal human mammary epithelial cells, and reduce their requirement on growth factors. Since 1992, a growing number of studies have detected HPV DNA in breast carcinoma tissues by polymerase chain reaction (PCR)-based techniques with the prevalence rate ranging from 0 to 86.21% [4–15]. With these descriptive reports of HPV in breast carcinoma tissues and the advance of molecular mechanisms of HPV carcinogenesis on breast tissue [5, 14, 16], a series of case-control studies emerged, particularly since 2004, to evaluate the correlation between HPV infection and breast carcinoma risk [11, 13, 17–24]. However, the study designs, involved populations, and HPV detection techniques utilized were heterogeneous and the results were inconsistent.
The aim of this study was to collect published information on HPV prevalence in breast carcinoma cases, explore parameters related to the prevalence, and to test the association between HPV infection and risk of breast carcinoma.
Materials and methods
Study selection
Medline was employed to search for citations published from January 1989 to May 2010 using the MeSH terms “papillomavirus,” “human,” “female”, and “breast carcinoma”. Additional relevant references cited in retrieved articles were also evaluated. Included studies had to meet the following criteria: (i) Use of PCR-based techniques to detect HPV DNA in tissues. (ii) Only studies on sporadic breast carcinoma in females. Research on special malignant tumors of the breast, for example, papillary carcinoma [13], lymphoepithelioma-like carcinoma of the breast [25] and Paget’s disease [26], or in special population, such as, in younger girls [27], patients with high grade cervical lesions simultaneously [28] or history of cervical cancer [29] were excluded. (iii) If data or data subsets were published in more than one article, only the publication with the largest sample size was included [11, 30].
Data extraction
Two investigators (Ni Li and Min Dai) independently extracted data and reached consensus on all the items. For each included study, the following information was extracted: first author’s name, journal and year of publication, country of origin, sample size, HPV DNA sources, PCR primers, HPV prevalence (overall and type-specific: HPV6, 11, 16, 18, 31, 33, 35, 45 and 51) in breast carcinoma tissues by disease status (case or control) and matching criteria if controls were present. Detailed information on all included studies is presented in Appendix A in Electronic supplementary material.
Statistical analyses
This meta-analysis had two parts. The first part was an epidemiological description on the overall and type-specific HPV prevalence (seven HPV types in the high-risk phylogenetic clade, namely HPV16, 18, 31, 33, 35, 45 and 51 [31], as well as two low-risk HPV types, HPV6 and 11) in breast carcinoma cases. The second part was a statistical pooling of HPV infection and breast carcinoma risk estimates.
Unconditional logistic regression model was used to compare the HPV prevalence by the influential parameters, and adjusted, where appropriate, for them as following: region (Asia, Europe, South America, North America and Oceania), HPV DNA source (paraffin-embedded tissue and fresh tissue), and publication calendar period (1992–1999, 2000–2005 and 2006–2009). The influence of used PCR primers on the prevalence of HPV in breast carcinoma tissues was also evaluated by grouping the primers as the broad spectrum [4, 9, 10, 19, 21, 32], the type-specific [8, 11, 13–15, 17, 18, 24, 33] and the combined usage of these two kinds of primers [5–7, 22, 23]. One study [20] was excluded from the first part because not all samples were detected by unique primers which made it difficult in primer estimation.
Fix-effect or random-effect models were used to pool the case–control data based on Mantel–Haenszel [34] and DerSimonian and Laird methods [35], respectively. These two models provide similar results when between-studies heterogeneity is absent; otherwise, a random-effect model is more appropriate. Between-group heterogeneity testing was performed by using the χ2-based Q test [36], and heterogeneity was considered significant when P < 0.05. Publication bias was evaluated with the linear regression asymmetry test by Egger et al [37] and Begg et al [38]. All analyses were performed using STATA statistical software (version 11.0; StataCorp, College Station, TX).
Results
In total, 21 publications were included in this study [4–15, 17–24, 32]. Seventeen countries and areas from four continents presented their data on HPV in breast carcinoma cases (Appendix A in Electronic supplementary material). Among these 21 publications, 20 [4–15, 17–19, 21–24, 32] were selected for describing the HPV prevalence in breast carcinoma and one [20] was excluded.
There were 1184 cases of breast carcinoma in total and most of them came from Asia (46.11%) and Europe (30.74%) (Table 1). The prevalence of HPV ranged from 0% to 86.21% (Appendix A in Electronic supplementary material) but yielded an overall HPV prevalence of 24.49% (95% CI = 22.07–27.05%), and 21.99% (95% CI = 19.08–25.20%) (data not shown) after adjusted for region, HPV DNA source, and publication calendar period. The HPV prevalence was lowest in Europe (12.91%, 95% CI = 9.64–16.80%) and highest in Oceania (42.11%, 95% CI = 30.86–53.98%) followed by Asia (32.42%, 95% CI = 28.50–36.52%). Compared with Asia (with the largest sample size), Europe and South America showed significant lower prevalence of HPV in breast carcinoma cases (OR = 0.41, 95% CI = 0.28–0.60 and OR = 0.19, 95% CI = 0.11–0.32, respectively) (Table 1). HPV prevalence was significantly higher (OR = 1.73, 95% CI = 1.21–2.74) when HPV DNA was extracted from paraffin-embedded tissues (26.65%, 95% CI = 23.50–29.98%) than from fresh tissues (20.86%, 95% CI = 17.16–24.96%). As for publication calendar period, the prevalence of HPV was highest (37.28%, 95% CI = 31.67–43.16%) for studies published between 2000 and 2005 (Table 1).
Table 1.
Crude and adjusted HPV prevalence in breast carcinoma cases across strata of region, HPV DNA specimen and publication calendar period
| No. of studies | No. of cases | % | Prevalence (%) (95% CI) | OR | Adjusteda OR | |
|---|---|---|---|---|---|---|
| Total | 20 | 1184 | 100.00 | 24.49 (22.07–27.05) | – | – |
| Region | ||||||
| Asia | 8 | 546 | 46.11 | 32.42 (28.50–36.52) | Ref. | Ref. |
| Europe | 6 | 364 | 30.74 | 12.91 (9.64–16.80) | 0.31 (0.22–0.44) | 0.41 (0.28–0.60) |
| South America | 2 | 168 | 14.19 | 16.67 (11.37–23.18) | 0.42 (0.27–0.65) | 0.19 (0.11–0.32) |
| North America | 2 | 30 | 2.53 | 20.00 (7.71–38.57) | 0.52 (0.21–1.30) | 0.43 (0.16–1.13) |
| Oceania | 2 | 76 | 6.42 | 42.11 (30.86–53.98) | 1.52 (0.93–2.47) | 1.03 (0.60–1.75) |
| HPV DNA specimen | ||||||
| Fresh tissue | 8 | 743 | 62.75 | 20.86 (17.16–24.96) | Ref. | Ref. |
| Paraffin-embedded tissue | 12 | 441 | 37.25 | 26.65 (23.50–29.98) | 1.38 (1.04–1.83) | 1.73 (1.21–2.47) |
| Publication calendar period | ||||||
| 1992–1999 | 5 | 187 | 15.79 | 12.30 (7.96–17.88) | Ref. | Ref. |
| 2000–2005 | 6 | 287 | 24.24 | 37.28 (31.67–43.16) | 4.24 (2.58–6.97) | 5.33 (3.07–9.25) |
| 2006–2009 | 9 | 710 | 59.97 | 22.54 (19.51–25.79) | 2.07 (1.30–3.32) | 1.70 (1.04–2.77) |
95% CI: confidence interval, OR: odds ratio
Adjusted for region, HPV DNA specimen and publication calendar period
Nine HPV types (HPV6, 11, 16, 18, 31, 33, 35, 45 and 51) were analyzed in breast carcinoma tissues across studies. HPV 33 was the most common type with a prevalence of 14.36% (95% CI = 12.02–16.95%), followed by HPV18 (7.13%, 95% CI = 5.68–8.82%), HPV16 (7.04%, 95% CI = 5.59–8.82%) and HPV35 (7.01%, 95% CI = 5.12–9.33%) (Fig. 1). The prevalence of other HPV types was lower than 3%.
Fig. 1.
Prevalence of selected HPV types in breast carcinoma
Before 2000, only type-specific PCR primers were used in the detection of HPV in breast tissues. Afterwards, broad spectrum PCR primers and the combined usage of type-specific and broad spectrum primers were used (Appendix A in Electronic supplementary material). Comparison of PCR primers showed that both type-specific PCR primers and the combination of type-specific and broad spectrum primers had a significantly higher detection rate of HPV DNA in breast tissues than broad spectrum primers (OR = 2.46, 95% CI = 1.66–3.65 and OR = 3.68, 95% CI = 2.52–5.37, respectively) (Table 2). For the four commonly detected HPV types, HPV16, 18, 33 and 35, type-specific PCR primers or the combined PCR primers also demonstrated to be more efficient than broad spectrum primers (Table 2).
Table 2.
HPV prevalence of overall and selected types in breast carcinoma, by PCR primer
| HPV type |
PCR primers
|
ORa(95%CI)
|
|||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Broad spectrum
|
Type-specific
|
Combination
|
Type-specific vs. Broad spectrum |
Combination vs. Broad spectrum |
|||||||
| No. of studies |
No. of cases |
Prevalence (%) (95% CI) |
No. of studies |
No. of cases | Prevalence (%) (95% CI) |
No. of studies |
No. of cases |
Prevalence(%) (95% CI) |
|||
| Any | 6 | 348 | 12.07 (8.84–15.96) | 9 | 392 | 25.26 (21.03–29.86) | 5 | 444 | 33.56 (29.18–38.16) | 2.46 (1.66–3.65) | 3.68 (2.52–5.37) |
| HPV16 | 5 | 286 | 2.45 (0.99–4.98) | 8 | 364 | 6.04 (3.83–9.01) | 5 | 444 | 10.81 (8.08–14.08) | 2.56 (1.08–6.09) | 4.83 (2.15–10.83) |
| HPV18 | 5 | 286 | 0.70 (0.08–2.50) | 8 | 364 | 11.54 (8.44–15.28) | 5 | 444 | 7.66 (5.36–10.54) | 18.52 (4.44–77.2) | 11.78 (2.81–49.41) |
| HPV33 | 4 | 269 | 0.00 (0.00–1.36) | 2 | 102 | 17.65 (10.81–26.45) | 5 | 444 | 22.30 (18.51–26.46) | NA | NA |
| HPV35 | 4 | 269 | 0.37 (0.01–2.05) | 0 | – | – | 3 | 344 | 12.21 (8.94–16.14) | NA | 37.27 (5.1–272.65) |
Adjusted for region, HPV DNA specimen and publication calendar period
Ten case-control studies [11, 13, 17–24] were included in the analysis of HPV infection and breast carcinoma risk, of which two were excluded automatically after data pooling because of the absence of HPV in both case and control groups [13, 24]. Furthermore, one study [11] reported on Chinese and Japanese population was divided into two studies (Fig. 2). Because the heterogeneity test showed Q = 19.99 (P = 0.010), random-effect model was chosen to evaluate the pooled OR (Fig. 2). Overall, there was a significant 3.63 fold (95% CI = 1.42–9.27) increased breast carcinoma risk by HPV infection. Khan et al. [22] uniquely showed an opposite association on HPV infection and breast carcinoma risk but it was not significant. When we excluded this study, a significant 6.31-fold (95% CI = 3.52–11.31) increased breast carcinoma risk was shown by HPV infection without between-studies heterogeneity (P = 0.563) (data not shown). Egger’s and Begg’s test, which was designed to indicate publication bias, proved to be insignificant (P = 0.309 and 0.348, respectively).
Fig. 2.
ORs of breast carcinoma associated with HPV (cases vs. controls)
Discussion
By pooling the data published between 1992 and 2009, this study represents an important gain in showing HPV prevalence rate in breast carcinoma tissues and possible association between HPV infection and breast carcinoma, and also demonstrated some parameters influencing the detected prevalence of HPV in breast carcinoma tissues.
Overall, approximately a quarter of the breast carcinoma cases were affected by HPV infection. Although 32.42% of breast carcinoma cases were HPV-associated in Asians, only 12.91% were in Europeans. Our finding suggested a moderate heterogeneity in HPV distribution in breast carcinoma cases across continents. HPV detection rates were slightly higher when HPV DNA was extracted from paraffin-embedded tissues than from fresh tissues, which hints that biopsy taken or slide preparation may affect the detection results. Twenty percent of all breast carcinoma cases in the present study were positive for HPV DNA in 1990s followed by an increasing positivity between 2000 and 2005, and a decreasing positivity after 2006 but still higher than 1990s. The increase was expected to be related to general improvements in HPV DNA testing. However, the decrease after 2006 may show more stable results with larger study sample sizes.
Although some probable parameters, such as HPV DNA source, had effect on HPV DNA detection in breast carcinoma cases, PCR primers used greatly influence the detection rate. Type-specific primers were widely used before broad spectrum primers which have been adapted since 2000 to detect HPV DNA. Although the broad spectrum PCR primers have been used more successfully in HPV detection in cervical cancer, this trend was reversed in breast carcinoma cases. It is hard to estimate to what extent other unknown sources of variation such as sample storage conditions, specific PCR conditions and quality of histopathology may affect these comparisons, but our findings suggest that PCR primers for HPV detection in breast carcinoma should be more specific, which may be due to the low copy of HPV DNA in breast tissues.
It is worth noting that HPV33 was the most common HPV type in breast carcinoma. Moreover, all the subjects positive for HPV33 were Asians [5, 11, 22, 23]. Therefore, it was reasonable to speculate that HPV33 may be a predominant HPV type in breast carcinoma in Asians. HPV16 and 18 were less common in breast carcinoma but still important due to their role in other cancers, such as cervical cancer. A similar HPV16/18 prevalence ratio (PR) (PR = 0.98, 95% CI = 0.89–1.08%) in cervical adenocarcinoma [39], was seen (PR = 0.99, 95% CI = 0.70–1.39%) in breast carcinoma cases in this study. HPV16 was a little less common than HPV18 in breast carcinoma. Since the majority of histological type of breast carcinoma is adenocarcinoma [40], it is understandable that HPV18 was similar or even a little higher than HPV16 here. The prevalence of some of possibly carcinogenic HPV types in cervical cancer were less than 3% in breast carcinoma and even lower than HPV6 and HPV11. Hence, the high-risk types of HPV for breast carcinoma is probably different from cervical caner.
This study is the first meta-analysis to explore the correlation between HPV infection and risk of breast carcinoma. In addition, information on HPV prevalence across continents, publication calendar year, and influence of DNA specimens and PCR primers on HPV prevalence in breast carcinoma was collected and analyzed in the study. Our study suggests that it’s difficult to rule out the possibility of the association of HPV and breast carcinoma at present according to available publication proofs. Further multiple-centric large scale random trials are needed to get more consistent conclusions on HPV infection and breast carcinoma.
Supplementary Material
Acknowledgments
This study is supported by the National Natural Science Fund 30901236 from National Natural Science Foundation of China and Fogarty Training Grant 1D43TW008323-01 from the National Institute of Health (NIH).
Footnotes
Electronic supplementary material The online version of this article (doi:10.1007/s10549-010-1128-0) contains supplementary material, which is available to authorized users.
Conflict of interest None.
All authors have made substantial contributions to the conception and design of the study, or acquisition of data, or analysis and interpretation of data, drafting of the article or revising it critically for important intellectual content, and final approval of the version submitted.
Financial disclosure All funding sources supporting the work and all institutional or corporate affiliations of the authors are acknowledged.
Contributor Information
Ni Li, National Office for Cancer Prevention and Control, Cancer Institute and Hospital, Chinese Academy of Medical Sciences, No. 17 Panjiayuannanli, Chaoyang District, Beijing 100021, China.
Xiaofeng Bi, National Office for Cancer Prevention and Control, Cancer Institute and Hospital, Chinese Academy of Medical Sciences, No. 17 Panjiayuannanli, Chaoyang District, Beijing 100021, China.
Yawei Zhang, School of Public Health, Yale University, New Haven, CT 06520, USA.
Ping Zhao, National Office for Cancer Prevention and Control, Cancer Institute and Hospital, Chinese Academy of Medical Sciences, No. 17 Panjiayuannanli, Chaoyang District, Beijing 100021, China.
Tongzhang Zheng, School of Public Health, Yale University, New Haven, CT 06520, USA.
Min Dai, Email: daiminlyon@gmail.com, National Office for Cancer Prevention and Control, Cancer Institute and Hospital, Chinese Academy of Medical Sciences, No. 17 Panjiayuannanli, Chaoyang District, Beijing 100021, China.
References
- 1.Munoz N. Human papillomavirus and cancer: the epidemiological evidence. J Clin Virol. 2000;19:1–5. doi: 10.1016/s1386-6532(00)00125-6. [DOI] [PubMed] [Google Scholar]
- 2.IARC. Risks Hum. Geneva: 2007. Human papillomaviruses. IARC Monogr Eval Carcinog. [PMC free article] [PubMed] [Google Scholar]
- 3.Band V, Zajchowski D, Kulesa V, et al. Human papilloma virus DNAs immortalize normal human mammary epithelial cells and reduce their growth factor requirements. Proc Natl Acad Sci USA. 1990;87:463–467. doi: 10.1073/pnas.87.1.463. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Ong K, Koay ES, Putti TC. Detection of cutaneous HPV types 4 and 24 DNA sequences in breast carcinoma in Singaporean women of Asian ancestry. Pathology. 2009;41:436–442. doi: 10.1080/00313020903041002. [DOI] [PubMed] [Google Scholar]
- 5.Akil N, Kassab A, Yasmeen A, et al. High-risk human papillomavirus infections in breast cancer in Syrian women and their association with Id-1 expression: a tissue microarray study. Br J Cancer. 2008;99:404–407. doi: 10.1038/sj.bjc.6604503. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.de Cremoux P, Thioux M, Lebigot I, et al. No evidence of human papillomavirus DNA sequences in invasive breast carcinoma. Breast Cancer Res Treat. 2008;109:55–58. doi: 10.1007/s10549-007-9626-4. [DOI] [PubMed] [Google Scholar]
- 7.Kroupis C, Markou A, Vourlidis N, et al. Presence of high-risk human papillomavirus sequences in breast cancer tissues and association with histopathological characteristics. Clin Biochem. 2006;39:727–731. doi: 10.1016/j.clinbiochem.2006.03.005. [DOI] [PubMed] [Google Scholar]
- 8.Kan CY, Iacopetta BJ, Lawson JS, et al. Identification of human papillomavirus DNA gene sequences in human breast cancer. Br J Cancer. 2005;93:946–948. doi: 10.1038/sj.bjc.6602778. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.de Villiers EM, Sandstrom RE, zur Hausen H, et al. Presence of papillomavirus sequences in condylomatous lesions of the mamillae and in invasive carcinoma of the breast. Breast Cancer Res. 2005;7:1–11. doi: 10.1186/bcr940. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Liu Y, Klimberg VS, Andrews NR, et al. Human papillomavirus DNA is present in a subset of unselected breast cancers. J Hum Virol. 2001;4:329–334. [PubMed] [Google Scholar]
- 11.Yu Y, Morimoto T, Sasa M, et al. HPV33 DNA in pre-malignant and malignant breast lesions in Chinese and Japanese populations. Anticancer Res. 1999;19:5057–5061. [PubMed] [Google Scholar]
- 12.Di Lonardo A, Venuti A, Marcante ML. Human papillomavirus in breast cancer. Breast Cancer Res Treat. 1992;21:95–100. doi: 10.1007/BF01836955. [DOI] [PubMed] [Google Scholar]
- 13.Bratthauer GL, Tavassoli FA, O’Leary TJ. Etiology of breast carcinoma: no apparent role for papillomavirus types 6/11/16/18. Pathol Res Pract. 1992;188:384–386. doi: 10.1016/S0344-0338(11)81229-X. [DOI] [PubMed] [Google Scholar]
- 14.Li T, Lu ZM, Guo M, et al. p53 codon 72 polymorphism (C/G) and the risk of human papillomavirus-associated carcinomas in China. Cancer. 2002;95:2571–2576. doi: 10.1002/cncr.11008. [DOI] [PubMed] [Google Scholar]
- 15.Wrede D, Luqmani YA, Coombes RC, et al. Absence of HPV 16 and 18 DNA in breast cancer. Br J Cancer. 1992;65:891–894. doi: 10.1038/bjc.1992.186. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Wazer DE, Liu XL, Chu Q, et al. Immortalization of distinct human mammary epithelial cell types by human papilloma virus 16 E6 or E7. Proc Natl Acad Sci USA. 1995;92:3687–3691. doi: 10.1073/pnas.92.9.3687. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Damin AP, Karam R, Zettler CG, et al. Evidence for an association of human papillomavirus and breast carcinomas. Breast Cancer Res Treat. 2004;84:131–137. doi: 10.1023/B:BREA.0000018411.89667.0d. [DOI] [PubMed] [Google Scholar]
- 18.Heng B, Glenn WK, Ye Y, et al. Human papilloma virus is associated with breast cancer. Br J Cancer. 2009;101:1345–1350. doi: 10.1038/sj.bjc.6605282. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Tsai JH, Tsai CH, Cheng MH, et al. Association of viral factors with non-familial breast cancer in Taiwan by comparison with non-cancerous, fibroadenoma, and thyroid tumor tissues. J Med Virol. 2005;75:276–281. doi: 10.1002/jmv.20267. [DOI] [PubMed] [Google Scholar]
- 20.de Leon DC, Montiel DP, Nemcova J, et al. Human papillomavirus (HPV) in breast tumors: prevalence in a group of Mexican patients. BMC Cancer. 2009;9:26–32. doi: 10.1186/1471-2407-9-26. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Mendizabal-Ruiz AP, Morales JA, Ramirez-Jirano LJ, et al. Low frequency of human papillomavirus DNA in breast cancer tissue. Breast Cancer Res Treat. 2009;114:189–194. doi: 10.1007/s10549-008-9989-1. [DOI] [PubMed] [Google Scholar]
- 22.Khan NA, Castillo A, Koriyama C, et al. Human papillomavirus detected in female breast carcinomas in Japan. Br J Cancer. 2008;99:408–414. doi: 10.1038/sj.bjc.6604502. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Gumus M, Yumuk PF, Salepci T, et al. HPV DNA frequency and subset analysis in human breast cancer patients’ normal and tumoral tissue samples. J Exp Clin Cancer Res. 2006;25:515–521. [PubMed] [Google Scholar]
- 24.Gopalkrishna V, Singh UR, Sodhani P, et al. Absence of human papillomavirus DNA in breast cancer as revealed by polymerase chain reaction. Breast Cancer Res Treat. 1996;39:197–202. doi: 10.1007/BF01806186. [DOI] [PubMed] [Google Scholar]
- 25.Kulka J, Kovalszky I, Svastics E, et al. Lymphoepithelioma-like carcinoma of the breast: not Epstein-Barr virus-, but human papilloma virus-positive. Hum Pathol. 2008;39:298–301. doi: 10.1016/j.humpath.2007.08.006. [DOI] [PubMed] [Google Scholar]
- 26.Czerwenka K, Heuss F, Hosmann JW, et al. Human papilloma virus DNA: a factor in the pathogenesis of mammary Paget’s disease? Breast Cancer Res Treat. 1996;41:51–57. doi: 10.1007/BF01807036. [DOI] [PubMed] [Google Scholar]
- 27.Aceto GM, Solano AR, Neuman MI, et al. High-risk human papilloma virus infection, tumor pathophenotypes, and BRCA1/2 and TP53 status in juvenile breast cancer. Breast Cancer Res Treat. 2009;122:671–683. doi: 10.1007/s10549-009-0596-6. [DOI] [PubMed] [Google Scholar]
- 28.Hennig EM, Suo Z, Thoresen S, et al. Human papillomavirus 16 in breast cancer of women treated for high grade cervical intraepithelial neoplasia (CIN III) Breast Cancer Res Treat. 1999;53:121–135. doi: 10.1023/a:1006162609420. [DOI] [PubMed] [Google Scholar]
- 29.Widschwendter A, Brunhuber T, Wiedemair A, et al. Detection of human papillomavirus DNA in breast cancer of patients with cervical cancer history. J Clin Virol. 2004;31:292–297. doi: 10.1016/j.jcv.2004.06.009. [DOI] [PubMed] [Google Scholar]
- 30.Yu Y, Morimoto T, Sasa M, et al. Human papillomavirus type 33 DNA in breast cancer in Chinese. Breast Cancer. 2000;7:33–36. doi: 10.1007/BF02967185. [DOI] [PubMed] [Google Scholar]
- 31.Schiffman M, Clifford G, Buonaguro FM, et al. Classification of weakly carcinogenic human papillomavirus types: addressing the limits of epidemiology at the borderline. Infect Agent Cancer. 2009;1:4–8. doi: 10.1186/1750-9378-4-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Lindel K, Forster A, Altermatt HJ, et al. Breast cancer and human papillomavirus (HPV) infection: no evidence of a viral etiology in a group of Swiss women. Breast. 2007;16:172–177. doi: 10.1016/j.breast.2006.09.001. [DOI] [PubMed] [Google Scholar]
- 33.Di Lonardo A, Venuti A, Marcante ML, et al. Human papillomavirus in breast cancer. Breast Cancer Res Treat. 1992;21:95–100. doi: 10.1007/BF01836955. [DOI] [PubMed] [Google Scholar]
- 34.Mantel N, Haenszel W. Statistical aspects of the analysis of data from retrospective studies of disease. J Natl Cancer Inst. 1959;22:719–748. [PubMed] [Google Scholar]
- 35.DerSimonian R, Kacker R. Random-effects model for meta-analysis of clinical trials: an update. Contemp Clin Trials. 2007;28:105–114. doi: 10.1016/j.cct.2006.04.004. [DOI] [PubMed] [Google Scholar]
- 36.Lau J, Ioannidis JP, Schmid CH, et al. Quantitative synthesis in systematic reviews. Ann Intern Med. 1997;127:820–826. doi: 10.7326/0003-4819-127-9-199711010-00008. [DOI] [PubMed] [Google Scholar]
- 37.Egger M, Davey Smith G, Schneider M, et al. Bias in meta-analysis detected by a simple, graphical test. BMJ. 1997;315:629–634. doi: 10.1136/bmj.315.7109.629. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Begg CB, Mazumdar M, et al. Operating characteristics of a rank correlation test for publication bias. Biometrics. 1994;50:1088–1101. [PubMed] [Google Scholar]
- 39.Li N, Franceschi S, Howell-Jones R, et al. Human papillomavirus type distribution in 30,848 invasive cervical cancers worldwide: Variation by geographical region, histological type and year of publication. Int J Cancer. 2010 doi: 10.1002/ijc.25396. [DOI] [PubMed] [Google Scholar]
- 40.Clifford G, Franceschi S. Members of the human papillomavirus type 18 family (alpha-7 species) share a common association with adenocarcinoma of the cervix. Int J Cancer. 2008;122:1684–1685. doi: 10.1002/ijc.23282. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.


