Literature DB >> 25424716

Health economic analysis of human papillomavirus vaccines in women of Chile: perspective of the health care payer using a Markov model.

Jorge Alberto Gomez, Alejandro Lepetic1, Nadia Demarteau.   

Abstract

BACKGROUND: In Chile, significant reductions in cervical cancer incidence and mortality have been observed due to implementation of a well-organized screening program. However, it has been suggested that the inclusion of human papillomavirus (HPV) vaccination for young adolescent women may be the best prospect to further reduce the burden of cervical cancer. This cost-effectiveness study comparing two available HPV vaccines in Chile was performed to support decision making on the implementation of universal HPV vaccination.
METHODS: The present analysis used an existing static Markov model to assess the effect of screening and vaccination. This analysis includes the epidemiology of low-risk HPV types allowing for the comparison between the two vaccines (HPV-16/18 AS04-adjuvanted vaccine and the HPV-6/11/16/18 vaccine), latest cross-protection data on HPV vaccines, treatment costs for cervical cancer, vaccine costs and 6% discounting per the health economic guideline for Chile.
RESULTS: Projected incremental cost-utility ratio (ICUR) and incremental cost-effectiveness ratio (ICERs) for the HPV-16/18 AS04-adjuvanted vaccine was 116 United States (US) dollars per quality-adjusted life years (QALY) gained or 147 US dollars per life-years (LY) saved, while the projected ICUR/ICER for the HPV-6/11/16/18 vaccine was 541 US dollars per QALY gained or 726 US dollars per LY saved. Introduction of any HPV vaccine to the present cervical cancer prevention program of Chile is estimated to be highly cost-effective (below 1X gross domestic product [GDP] per capita, 14278 US dollars). In Chile, the addition of HPV-16/18 AS04-adjuvanted vaccine to the existing screening program dominated the addition of HPV-6/11/16/18 vaccine. In the probabilistic sensitivity analysis results show that the HPV-16/18 AS04-adjuvanted vaccine is expected to be dominant and cost-saving in 69.3% and 77.6% of the replicates respectively.
CONCLUSIONS: The findings indicate that the addition of any HPV vaccine to the current cervical screening program of Chile will be advantageous. However, this cost-effectiveness model shows that the HPV-16/18 AS04-adjuvanted vaccine dominated the HPV-6/11/16/18 vaccine. Beyond the context of Chile, the data from this modelling exercise may support healthcare policy and decision-making pertaining to introduction of HPV vaccination in similar resource settings in the region.

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Year:  2014        PMID: 25424716      PMCID: PMC4289178          DOI: 10.1186/1471-2458-14-1222

Source DB:  PubMed          Journal:  BMC Public Health        ISSN: 1471-2458            Impact factor:   3.295


Background

Cervical cancer is the second most common cancer in women of the Latin America and Caribbean (LAC) region with estimated age-standardized incidence and mortality rates of 23.5 and 10.8 per 100,000 women, respectively [1]. Organized screening programs based on cytology have reduced the cervical cancer burden through early detection and treatment of pre-cancerous lesions [2, 3]. Very few countries from the LAC region have shown a slight decrease in cervical cancer disease burden following implementation of screening programmes [4, 5]. This may be due in part to difficulties in the implementation of organized screening programs in these low-resource settings. Moreover, ensuring utilization of services provided through these screening programs poses an additional challenge in this region. There is great disparity in the approach between countries to reduce the burden of cervical cancer in the LAC region. Countries like Chile have a well-organized screening program and therefore low cervical cancer morbidity and mortality compared to other countries in the LAC region. Chile is one of the few countries in this region with a functional organized screening program [6]. A 162% increase in Papanicolaou’s (Pap) smear testing coverage (1990–2004), and a 48.0% decrease in cervical cancer mortality (1987–2003) were observed in Chile after the implementation of the screening programme [7, 8]. In most of the other countries in the LAC region where no screening programs exist, the incidence and mortality associated with cervical cancer remain high [1]. New opportunities to tackle this high burden of cervical cancer disease are now available. Two different vaccines against human papillomavirus (HPV) have been widely used, both internationally and in the LAC region [3, 9]. It is expected that these vaccines if combined with existing screening programs could become a critical component of cervical cancer prevention programs [9]. Cost-effectiveness analysis of new interventions, like the introduction of HPV vaccines is a useful tool to assist decision makers in allocating resources. Results reported from these analyses vary widely from one country to another due to epidemiological variation, treatment-related costs and effectiveness of existing secondary prevention programs. The potential impact and cost-effectiveness of introducing the bivalent HPV-16/18 AS04-adjuvanted vaccine to the cervical cancer prevention programs of five Latin American countries was previously evaluated [10]. That analysis has shown that the incremental cost-effectiveness ratio (ICERs) was higher for Chile where a successful screening program existed [10]. For countries like Chile it is therefore more difficult to achieve a good and robust cost-effectiveness profile. HPV vaccines have now been offered to Latin American countries through the Pan American Health Organization (PAHO) Revolving Fund at low prices per vaccine dose following which some countries in the LAC region have decided its inclusion in their national vaccination programs (Panama, Mexico, Peru and Argentina) [11]. The present cost-effectiveness and cost-utility analysis was performed to assess the feasibility of including a HPV vaccination program to the current screening program in Chile while updating the original model and input parameters based on availability of new data [10]. This analysis includes the latest cross-protection data for both HPV vaccines, up to-date treatment costs for cervical cancer generated by the Ministry of Health of Chile, including specific health economic recommendations for Chile on discounting, vaccine prices per dose for the public health sector and the epidemiology of low-risk HPV types (HPV types that rarely cause cancer and include HPV types such as 6 and 11) allowing for the comparison between the two HPV vaccines as well as a potential two-dose HPV vaccination schedule in an additional scenario analysis.

Methods

Model structure

This analysis used a previously published lifetime Markov cohort model with a one year cycle reproducing the natural history of oncogenic HPV in cervical cancer, the effect of screening and of vaccination [10, 12–15] during the lifetime of the cohort. The model was previously evaluated in terms of its capacity, requirements, limitations and comparability in a study conducted by the World Health Organization [16] and has been extended by including infection with low-risk HPV types that might lead to the development of a cervical intraepithelial neoplasia (CIN) grade 1 (CIN1) lesion and genital warts (GW) [17]. The model structure used to analyze the cost-effectiveness of the HPV-16/18 AS04-adjuvanted vaccine and HPV-6/11/16/18 vaccine for Chile has been described previously [17]. The present model considers the perspective of the healthcare payer thereby allowing for the comparison of three different intervention strategies – current screening program (reference scenario), current screening program and vaccination with the HPV-16/18 AS04-adjuvanted vaccine; and current screening program and vaccination with the HPV-6/11/16/18 vaccine. The model was validated against reported cervical cancer incidence, cervical cancer death and GW incidence.

Input parameters

Most of the input parameters used to calibrate the model for Chile were previously described [10] and are summarized in Table 1.
Table 1

Input data, base case

Population data
11-years old women cohort (2012) 123,581 [18]
Screening characteristics [19]
Regular screening coverage 57.0% [20]
Interval between regular screening 3 years [10]
Irregular screening coverage 0.0%
Population without screening 43.0% [20]
Age of initiation of screening 25 years [10]
Sensitivity to detect CIN1 58.0% [10]
Sensitivity to detect CIN2 and CIN3 61.0% [10]
Estimated positive Pap smear 1.7% [10]
Treatment performance [21]
CIN1 detected by the screening and undergoing treatment a 40.0% [22]
Efficacy of CIN1 treatment a 100.0% [10]
CIN1 treatment effectiveness b 40.0%
CIN2 and CIN3 detected by the screening and undergoing treatment a 100.0% [10]
Efficacy of CIN 2 and 3 treatment a 90.0% [10]
CIN2 and CIN3 treatment effectiveness b 90.0%
Five-year cancer cure rate 64.0% [1]
Parameters to estimate vaccine effectiveness
Prevalence of HPV types 16 and 18 in cervical cancer 80.0% [23]
Prevalence of other oncogenic HPV in cervical cancer 20.0% [23]
Prevalence of HPV types 16 and 18 in CIN23 46.5% [19]
Prevalence of other oncogenic HPV in CIN23 29.8% [19]
Prevalence of HPV types 16 and 18 in CIN1 36.5% [19]
Prevalence of other oncogenic HPV in CIN1 42.9% [19]
Prevalence of HPV types 6 and 11 in CIN1 15.8% [19]
Prevalence of HPV types 6 and 11 in GW 76.2% [24]
Vaccine efficacy to HPV types16 and 18 CC (HPV-16/18 & HPV-6/11/16/18 vaccines) 98.0%/98.0% [2527]
Vaccine efficacy to HPV types16 and 18 CIN23 (HPV-16/18 & HPV-6/11/16/18 vaccines) 98.0%/98.0% [2527]
Vaccine efficacy to HPV types16 and 18 CIN1 (HPV-16/18 & HPV-6/11/16/18 vaccines) 98.0%/98.0% [2527]
Vaccine efficacy to other oncogenic HPV CC (HPV-16/18 & HPV-6/11/16/18 vaccines) 68.4%/32.5% [2831]
Vaccine efficacy to other oncogenic HPV CIN23 (HPV-16/18 & HPV-6/11/16/18 vaccines) 68.4%/32.5% [2831]
Vaccine efficacy to other oncogenic HPV CIN1 (HPV-16/18 & HPV-6/11/16/18 vaccines) 47.7%/23.4% [28, 29, 32]
Vaccine efficacy to HPV types 6 and 11 for HPV-6/11/16/18 vaccine 98.0% [33, 34]
Costs [35] US dollars
Pap smear cost (including false positive tests) 26.19
GW treatment 62.00
CIN1 treatment & follow-up cost 1,636.00
CIN2 and CIN3 treatment & follow-up cost 1,636.00
Cervical cancer treatment 13,218.00
Cost per vaccinated woman (price parity between vaccines) c 60.00

aExpert opinion; ES; bCalculated; cPrice parity at 20 US dollars per dose were used.

Note: CIN: cervical intraepithelial neoplasia; HPV: human papillomavirus; US: United States.

Input data, base case aExpert opinion; ES; bCalculated; cPrice parity at 20 US dollars per dose were used. Note: CIN: cervical intraepithelial neoplasia; HPV: human papillomavirus; US: United States.

Vaccinated population and coverage

The vaccinated cohort assumed in the model included women aged 11 years (n = 123581; population statistics, 2009) [18]. Vaccination coverage was estimated to be 95.0% (complete schedule at 12 years of age); this was based on similar assumptions made by health authorities in Chile [35].

Epidemiological data

In the present analysis new or modified epidemiological parameters compared with the previous Chilean adaptation of the model are described. The proportion of CIN1 cases under treatment were reduced to 40.0% following the new clinical guidelines developed by the Ministry of Health, Chile [22]. Five-year cervical cancer cure rate was updated to 64.0%.The coverage of regular screening during 2009 and 2010 was reported to be 56.7% [20]. The age-specific incidence of low-risk HPV was calculated from prevalence data and progression and regression rate; the method used is detailed in Additional file 1[36]. The incidence of GW was calculated based on the number of reported cases in women by the Ministry of Health, Chile (n = 4685; 2008) [35]. Age distribution of GW was matched to data reported in a French study [37] since this was not available for Chile. The transition from low risk HPV infection and GW incidence was estimated from the ratio between these two parameters by age.

Medical costs

The costs of treatment of precancerous lesions and cervical cancer were obtained from data published by the Ministry of Health, Chile (Table 1) [35]. Weighted average between reported public and private costs was used and the original costs in Chilean Pesos (2010) were translated to US dollars (2010) (1 US dollar = 469.7 pesos) [38]. Country-specific costs associated with HPV infection and screening were limited to direct medical costs as reported by the Ministry of Health, Chile [35].

Vaccine costs

The cost of vaccination was assumed to be 20 US dollars per dose for both vaccines. Although the cost of vaccines is slightly lower through the PAHO Revolving Fund, this value of 20 US dollars per dose was assumed in the analysis since an accurate estimation of the cost of vaccine administration was unavailable. The cost of administration was assumed to be the same for the two vaccines.

Vaccine efficacy and cross-protection

In the estimation of vaccine effectiveness, HPV type-specific vaccine efficacies and HPV type prevalence in cervical cancer and precancerous lesions for Chile were considered. Vaccine efficacy of 98.0% against cervical cancer, CIN1, CIN grade 2 (CIN2) and CIN grade 3 (CIN3) associated with HPV types 16 and 18 were assumed to be identical for the HPV-16/18 AS04-adjuvanted vaccine and HPV-6/11/16/18 vaccine [25-27]. Additionally, cross-protection data was used for both vaccines (see Additional file 1). Although there is no study directly comparing the cross-protection benefit associated with the HPV-16/18 AS04-adjuvanted and HPV-6/11/16/18 vaccines, analysis of the most comparable populations from clinical trials of both the vaccines [28-32] suggest that cross-protective vaccine efficacy estimates against infections and lesions associated with non-vaccine HPV types were higher for the HPV-16/18 AS04-adjuvanted vaccines than the HPV-6/11/16/18 vaccine. Cross-protection levels for the HPV-16/18 AS04-adjuvanted vaccine (PATRICIA study) and HPV-6/11/16/18 vaccine (FUTURE I/II studies) against the ten most frequent oncogenic HPV types after HPV types 16 and 18 (including HPV types 31, 33, 35, 39, 45, 51, 52, 56, 58 and 59) were selected in order to use robust estimates [28-32]. These specific cross protection parameters against the same ten non-vaccine and oncogenic HPV types for both vaccines were reported from their respective clinical trials. Cross protection considered against cervical cancer, CIN2 and CIN3 associated with these ten oncogenic HPV types was 68.4% (HPV-16/18 AS04-adjuvanted vaccine) [29-31] and 33.0% (HPV-6/11/16/18 vaccine) [28]. Similarly, cross protection levels against CIN1 associated with these ten oncogenic HPV types were 47.7% (HPV-16/18 AS04-adjuvanted vaccine) [29, 32] and 23.0% (HPV-6/11/16/18 vaccine) [29]. The efficacy of HPV-6/11/16/18 vaccine against low-risk HPV types 6 and 11 was assumed to be 98.0% [33, 34]. The prevalence of HPV types in cervical cancer, CIN1, CIN2 and CIN3 were obtained from different studies conducted in Chile (Table 1) [19, 23]. Lifetime sustained protection against HPV types 16 and 18 was considered in the base case analysis. Based on clinical trial data, efficacy against the HPV-16/18 AS04-adjuvanted vaccine after 6.4 years and 9.4 years of follow-up was observed [21, 26]. Furthermore, modelling studies (based on 6.4 years data) have predicted long-term (≥20 years) persistence of HPV types 16 and 18 antibodies for the HPV-16/18 AS04-adjuvanted vaccine [39]. Therefore, sustained protection was assumed to remain true over a lifetime in the base case analysis and the impact of waning effects on cost-effectiveness results was assessed in additional scenarios (see Additional file 1). As compliance to the recommended vaccine schedule is often not optimal in adolescents, studies conducted in adolescent girls have shown that a two dose schedule of HPV-16/18 AS04-adjuvanted vaccine administered in adolescents aged 9–14 years was non-inferior to a three dose schedule administered to subjects aged 15–25 years up to 24 months post-vaccination [40]. Efficacy estimates of the HPV-16/18 AS04-adjuvanted vaccine by dose in a non-randomized analysis suggested that a two dose schedule of the vaccine may be as protective as a three dose regimen against persistent infection with HPV types 16 and 18 in women [41]. Therefore, a potential two dose schedule for the HPV-16/18 AS04-adjuvanted vaccine was considered as an additional scenario of interest, based on the latest publications of Kreimer et al. [41] and Romanovski et al. [40]. For the two dose HPV vaccination schedule, vaccine efficacies against the different HPV types were assumed to be similar to the three dose schedule.

Base case analyses

The present study assessed the incremental difference in health outcomes, total costs and ICER (cost per quality-adjusted life years [QALY] gained) between scenarios. Future costs and health outcomes were discounted at an annual rate of 6.0% based on the recommendations of the Planning Ministry of Chile [42] and used by the Ministry of Health, Chile [22]. The effects of discount rate on the outcomes in the different scenarios were assessed. The discounted ICER (discounted cost per QALY gained) estimated for each vaccination scenario was compared to the cost-effectiveness threshold defined by the World Health Organization [43]. Data on gross domestic product (GDP) per capita for Chile (14278 US dollars per capita for 2011) was obtained from the International Monetary Fund [44].

Deterministic scenario analyses

In addition to the base case scenarios for both vaccines, deterministic scenario analyses were conducted by varying key input parameters of interest: Prevalence of HPV types in cervical cancer cases used for base case analysis was obtained from a recent study [23] which reported high prevalence of HPV types 16 and 18 (80.0% assumed for base case scenario). As this value is slightly higher than usually reported prevalence of 70.0% for HPV types 16 and 18 [45], additional scenarios for both the vaccines assuming prevalence of 70.0% for HPV types 16 and 18 and for the other oncogenic HPV types as 30.0% were tested. Discount rate of 6.0% was used in base case; however, a discount rate of 3.0% was also tested in-line with international guidelines. Introduction of the HPV-16/18 AS04-adjuvanted vaccine to the screening program of Chile at an increased screening interval as a control was considered of interest for Chile. Therefore, the frequency of screening used in the base case was modified from every three years to five years in the vaccination scenario. Introduction of the HPV-16/18 AS04-adjuvanted vaccine without cross-protection, or with a cross-protective vaccine efficacy of 45.7% (i.e. lower limit of the 95% CI of cross protection against cervical cancer [68.4%; 95% CI: 45.7 - 82.4]) due to the other oncogenic HPV types [30, 31]) was evaluated. Reduced vaccine prices (both vaccines) according to the PAHO 2012 Revolving Fund (13.48 US dollars per dose for the HPV-16/18 AS04-adjuvanted vaccine and 14.25 US dollars per dose for the HPV-6/11/16/18 vaccine) were considered. The effects of waning of vaccine efficacy against different HPV types used in the base case analysis were assessed in different scenarios. Waning of vaccine efficacy against HPV-18 and the other ten oncogenic HPV types (overall ~30.0% of cervical cancer cases) was assumed to begin 20 years after vaccination and after five years of a linear decrease in vaccine efficacy this value was assumed to be negligible. This scenario of waning vaccine efficacy was evaluated for vaccination with and without a booster vaccine dose 21 years after the first dose (33 years of age) administered to 95% of the cohort and assumed to result in lifetime protection [46]. Although duration of vaccine efficacy was demonstrated for 9.4 years (Naud et al. 2014) [21] and neutralizing antibody levels are projected to last more than 20 years (Naud et al. 2014 [21], David MP et al. 2009 [39]) waning scenarios against HPV 18 and cross protected HPV types were analyzed based on the results of the quadrivalent vaccine on HPV 18 (Einstein MH, et al. 2011 [47] and Olsson SE, et al. 2007 [48]) (see Additional file 1 for details). Recent studies have shown an overall vaccine efficacy of 93.2% (95% CI 78.9 - 98.7%) for the HPV-16/18 AS04-adjuvanted vaccine against CIN3+ (grade 3 or worse) cases, irrespective of HPV type in the lesion [49]. Therefore, we have also estimated the number of cervical cancer cases and deaths averted considering a vaccine efficacy of 93.2% reported for the HPV-16/18 AS04-adjuvanted vaccine against CIN3+ in an additional scenario, to show the maximum potential impact of this vaccine. A vaccination program based on a two dose schedule was analyzed for the HPV-16/18 AS04-adjuvanted vaccine [41, 42]. The two-dose schedule for the HPV-16/18 AS04-adjuvanted vaccine investigated in the present analysis assumed no difference in vaccine efficacy compared to the three-dose schedule. For this scenario, waning of vaccine efficacy was also considered for some HPV types (excluding HPV type 16 as explained earlier), or for all oncogenic HPV types, with or without a booster dose after 21 years of first dose (33 years of age).

Probabilistic sensitivity analyses

To test the robustness of model input data and base case assumptions a probabilistic sensitivity analysis (PSA) was performed to quantify the effect of uncertainty surrounding the model input parameters and assumptions on the final ICER estimates. In total, 10000 replicates were generated from the assigned distribution to produce a distribution of the model’s results. The replicates were plotted on the cost-effectiveness plane. The proportion of replicates in each quadrant of the plane was counted and reported as percentage. The PSA was performed by comparing either the HPV-16/18 AS04-adjuvanted vaccine or the HPV-6/11/16/18 vaccine to screening alone or by comparing the HPV-16/18 AS04-adjuvanted vaccine to the HPV-6/11/16/18 vaccine, under different scenarios. The PSA was performed using the @Risk software (Palisade Corporation, Ithaca, New York, USA).

Results

The model was validated by comparing modelled outcomes with published epidemiological parameters for Chile which were obtained from the latest local epidemiological data [10, 35, 36]. Details on model calibration are shown in Table 2 (see Additional file 1 for details) and are aligned with our previous estimates for Chile [10].
Table 2

Results of calibration process for main model estimations

Model estimatedReportedReference
Prevalence of oncogenic HPV infections9.7%9.1% (15–69 years)[10, 36]
Prevalence of low risk HPV infections3.1%3.7% (15–69 years)[36]
Incident cases of genital warts48134685[35]
Incident cases of cervical cancer13701331[35]
Incident cases of deaths associated with cervical cancer722759[35]

Note: HPV: human papillomavirus.

Results of calibration process for main model estimations Note: HPV: human papillomavirus. The most significant health and economic outcomes for the base case analysis are shown in Table 3. The HPV-6/11/16/18 vaccine is projected to provide greater benefits in the number of GW and CIN1 cases averted whereas the HPV-16/18 AS04-adjuvanted vaccine is projected to provide greater benefits in the numbers of CIN2 and CIN3, cervical cancer cases and deaths averted. It is estimated that the HPV-6/11/16/18 vaccine is projected to avert 3368 (70.0%) cases of GW and 3522 cases of CIN1 (56.4%). The HPV-16/18 AS04-adjuvanted vaccine is projected to avert 1063 (60.6%) CIN2 and CIN3 cases, 1172 (85.5%) cervical cancer cases and 618 (85.6%) deaths due to cervical cancer, respectively; whereas the HPV-6/11/16/18 vaccine is projected to avert 873 (49.8%) CIN2 or CIN3 cases, 1069 (78.1%) cervical cancer cases and 564 (78.1%) deaths due to cervical cancer, respectively. These differences are projected to result in a gain of 12959/14973 life-years (LYs)/QALYs and 11813/13770 LYs/QALYs for the HPV-16/18 AS04-adjuvanted vaccine and HPV-6/11/16/18 vaccine, respectively.
Table 3

Outcomes for screening, screening + vaccination (base case) for Chilean girls aged 11 years (undiscounted)

Nn (%) a
No vaccination b HPV-16/18 vaccine c HPV-6/11/16/18 vaccine c
Incident cases of genital warts48134813 (100%) 1445 (30.0%)
Incident cases of CIN162493100 (49.6%) 2727 (43.6%)
Incident cases of CIN231754691 (39.4% ) 881 (50.2% )
Incident cases of cervical cancer1370198 (14.5%) 300 (21.9 %)
Incident cases of cervical cancer deaths722104 (14.4%) 158 (21.9 %)
LY872560287385618737415
QALY872307187380448736841
Total treatment and follow-up related costsd 9420882739776161 (42.2%) 43413777 (46.1%)
   Screening2487806725085155 (100.8%) 25102940 (100.9%)
   CIN1 treatment102231065071376 (49.6%) 4461609 (43.6%)
   CIN23 treatment28699231130504 (39.4%) 1441268 (50.2%)
   Genital warts396244396334 (100.0%) 118954 (30.0%)
   Cervical cancer558414878092792 (14.5 %) 12289006 (22.0 %)
Vaccination costsd 70441177044117
Net total costsd 9420882746820278 (49.7%) 50457894 (53.6%)

aPercentage of no vaccination scenario; bScreening alone scenario; cScreening plus vaccination scenarios; dAll costs are presented in 2010 United States dollars.

Note: CIN: cervical intraepithelial neoplasia; LY: life years; QALY: quality-adjusted life years.

Outcomes for screening, screening + vaccination (base case) for Chilean girls aged 11 years (undiscounted) aPercentage of no vaccination scenario; bScreening alone scenario; cScreening plus vaccination scenarios; dAll costs are presented in 2010 United States dollars. Note: CIN: cervical intraepithelial neoplasia; LY: life years; QALY: quality-adjusted life years. The economic analysis projects that the introduction of any HPV vaccine in Chile would be expected to cost 7.0 million US dollars per year (Table 3). However, the HPV-16/18 AS04-adjuvanted vaccine is estimated to be attributed with an additional total treatment and management cost-savings of 3.6 million US dollars in comparison to the HPV-6/11/16/18 vaccine (at price parity per dose) resulting from the additional reduction in the number of cervical cancer treatments required with the HPV-16/18 AS04-adjuvanted vaccine compared with the HPV-6/11/16/18 vaccine. The projected ICUR and ICER for the HPV-6/11/16/18 vaccine compared with the reference (no vaccination) scenario was 541 US dollars per QALY gained or 726 US dollars per LY saved, respectively, while the projected ICUR and ICER for the HPV-16/18 AS04-adjuvanted vaccine was 116 US dollars per QALY gained or 147 US dollars per LY saved, respectively (Table 4). Although the ICUR and ICER estimates from the deterministic analysis show that the HPV-6/11/16/18 vaccine is dominated by the HPV-16/18 AS04-adjuvanted vaccine the introduction of either of the HPV vaccines would be a highly cost-effective strategy in Chile (below the 1X GDP per capita for the cost-effectiveness threshold was 14278 US dollars). This analysis shows that the addition of HPV-16/18 AS04-adjuvanted vaccine to the current screening program of Chile dominates the HPV-6/11/16/18 vaccine as it is projected to provide 29 additional QALY gains or 60 additional LYs saved at a reduced cost (the HPV-16/18 AS04-adjuvanted vaccine cost 344286 discounted US dollars less than the HPV-6/11/16/18 vaccine) per year. It is also projected that both vaccines would reach a similar ICER compared with screening (around 110 US dollars per QALY gained) if the vaccine price per dose for the HPV-6/11/16/18 vaccine is reduced by 1 US dollar (19 US dollars per dose). The HPV-16/18 AS04-adjuvanted vaccine would then appear even more attractive if only the vaccine effects over cervical cancer (no GW considered) or the PAHO Revolving Fund vaccine prices per dose are considered (PAHO prices are lower for the HPV-16/18 AS04-adjuvanted vaccine).
Table 4

Cost-utility and cost-effectiveness analysis (discounted data)

a. Cost-utility
Total a IncrementalICUR b IncrementalICUR b
(vs. previous alternative)(vs. previous alternative)(vs. no vaccination)(vs. no vaccination)
QALYsCostsQALYsCostsQALYsCosts
Current screening practice212696314272773-----
HPV-6/11/16/18 vaccine + current screening212778214715753819442981Dominated819442981541
HPV-16/18 + current screening21278111437146829-34428611684898695116
b. Cost-effectiveness
Total a Incremental ICER b Incremental ICER b
(vs. previous alternative) (vs. previous alternative) (vs. no vaccination) (vs. no vaccination)
LYS Costs LYS Costs QALYs Costs
Current screening practice212723914272773-----
HPV-6/11/16/18 vaccine + current screening212784914715753610442981Dominated610442981726
HPV-16/18 + current screening21279091437146860- 34428614767098695147

aStrategies are listed in order of increasing health gains (QALYs). bICUR & ICER calculations for both vaccines are obtained by comparing to previous alternative and to the reference (no vaccination) scenario. Costs and health outcomes were discounted at an annual rate of 6.0% based on the recommendations of the Planning Ministry of Chile [42].

Note: HPV: human papillomavirus; ICUR: incremental cost-utility ratio; ICER: incremental cost-effectiveness ratio; LYS: Life-years saved; QALY: quality-adjusted life years.

Cost-utility and cost-effectiveness analysis (discounted data) aStrategies are listed in order of increasing health gains (QALYs). bICUR & ICER calculations for both vaccines are obtained by comparing to previous alternative and to the reference (no vaccination) scenario. Costs and health outcomes were discounted at an annual rate of 6.0% based on the recommendations of the Planning Ministry of Chile [42]. Note: HPV: human papillomavirus; ICUR: incremental cost-utility ratio; ICER: incremental cost-effectiveness ratio; LYS: Life-years saved; QALY: quality-adjusted life years.

Probabilistic sensitivity analyses

The PSA on the ICER of the HPV-16/18 AS04-adjuvanted vaccine (Figure 1A) and HPV-6/11/16/18 vaccine (Figure 1B) versus no vaccination (screening alone) in the base case scenario confirms that both vaccines are highly cost-effective (99.0% of the simulations) and even cost-saving (in 51.4% of the simulations for HPV-16/18 AS04-adjuvanted vaccine and 47.8% for the HPV-6/11/16/18 vaccine). Figure 1C shows that the HPV-16/18 AS04-adjuvanted vaccine have a 69.3% chance to dominate the HPV-6/11/16/18 vaccine although the HPV-16/18 AS04-adjuvanted vaccine has a 8.2% chance to result in less QALY gains with less overall costs than the HPV-6/11/16/18 vaccine and the HPV-6/11/16/18 vaccine has a 17.5% chance to dominate the HPV-16/18 AS04-adjuvanted vaccine. These results are very sensitive to the discount rate. The probability for the HPV-16/18 AS04-adjuvanted vaccine to dominate the HPV-6/11/16/18 vaccine is of 93.0% (undiscounted) and 87.0% with a 3.0% discount rate.
Figure 1

Probabilistic sensitivity analysis (A) results for the HPV-16/18 vaccine vs. screening as comparator, (6% discount on costs and health outcomes) (B) results for the HPV-6/11/16/18 vaccine vs. screening as comparator (6% discount on costs and health outcomes) and (C) results for the HPV-16/18 vaccine vs. HPV-6/11/16/18 vaccine used as comparator (6% discount on costs and health outcomes).

Probabilistic sensitivity analysis (A) results for the HPV-16/18 vaccine vs. screening as comparator, (6% discount on costs and health outcomes) (B) results for the HPV-6/11/16/18 vaccine vs. screening as comparator (6% discount on costs and health outcomes) and (C) results for the HPV-16/18 vaccine vs. HPV-6/11/16/18 vaccine used as comparator (6% discount on costs and health outcomes). Table 5 shows the results (cervical cancer cases and deaths, QALYs gained, incremental costs and ICURs) for the different scenarios of interest for both vaccines when compared to screening alone. Considering a lower prevalence of HPV types 16 and 18 (70.0% in cervical cancer cases), the results on cases, deaths, and QALYs gained, incremental costs and ICUR present minimal variation. When a 3.0% discount rate was considered, ICUR was significantly lower than base case and vaccination was projected to be cost-saving. When vaccine introduction was combined with an increase in screening frequency (every five years), a minor reduction in cases and deaths averted was observed with a significant reduction on the incremental costs and the ICUR resulting also in a cost-saving scenario. In contrast, if no cross-protection was included in the analysis for the bivalent vaccine, impact on cervical cancer cases, deaths and QALYs gained was reduced by 17.0% and the incremental costs and ICUR increased significantly (2305 US dollars per QALY gained); however, vaccination is still highly cost-effective. A cross protection vaccine efficacy of 45.7% against cervical cancer resulted in a 6.0% decrease in the vaccine impact on cervical cancer cases, deaths and QALYs gained and the ICUR increased to 589 US dollars per QALY gained. When the PAHO 2012 Revolving Fund vaccine prices were considered both vaccines were projected to be cost-saving but the HPV-16/18 AS04-adjuvanted vaccine saved an additional 615484 US dollars. The scenario without considering efficacy to HPV types 6 and 11 for the HPV-6/11/16/18 vaccine showed a slight decrease in QALYs gained but a significant increase in the incremental costs and ICER (still highly cost-effective). Waning of vaccine efficacy starting 20 years after vaccination showed a small reduction on vaccine impact (6.0–21.0% cases/deaths averted and QALYs gained) with an increase observed in the incremental costs and improvement in the cost-effectiveness profile (715 US dollars per QALY gained; but still highly cost-effective). Additionally, if a booster dose is considered 21 years after the first dose, vaccine impact estimates reached approximately the base case results and the ICER increased to 942 US dollars per QALY gained still resulting in a cost-effective scenario for HPV vaccination in Chile. The scenario with only two doses of the HPV-16/18 AS04-adjuvanted vaccine was cost-saving due to a significant reduction (2.3 million US dollars) in the vaccination costs. Waning of vaccine efficacy in the two dose scenarios, slightly modified the ICER with a 6.0% to 18.0% reduction in QALYs gained and cases or deaths averted (if vaccine effectiveness to HPV 16 is not affected by waning) but a 21.0% to 66.0% reduction on QALYs gained and cases or deaths averted if vaccine efficacy against HPV-16 is affected. Nevertheless, the introduction of a booster dose (third dose) at 33 years of age, allows for the recovery of vaccine impact estimates on cases and deaths with an ICUR still showing a cost-saving result (~ -1800 US dollars per QALY gained).
Table 5

Cost-utility analysis for base case and additional scenarios of interest

ScenariosCervical cancer cases/deaths averted a QALYs gained a Incremental costs b ICUR a
Base case HPV-16/181172 / 61884898695116
Base case HPV-6/11/16/181069 / 564819442981541
HPV-16/18 prevalence; 70% cervical cancer cases due HPV types 16 and 18d 1129 / 595816310450381
HPV-6/11/16/18 prevalence; 70% cervical cancer cases due HPV types 16 and18d 977 / 5167518873211181
HPV-16/18 with discounting 3%e 1172 / 6183124-10198541dominantc
HPV-16/18 + regular screening (every 5 years interval)f 1158 / 612833-1970016dominantc
HPV-16/18 with no cross-protectiong 976 / 51570316206102305
HPV-16/18 with cross-protection assumed as the lower value of 95% CI to cervical cancer (68.4%; 95% CI: 45.7 - 82.4%) [30, 31]g 1106 / 583799470344589
HPV-16/18 price as in PAHO 2012 revolving fundh 1172 / 618848-2197687dominantc
HPV-6/11/16/18 vaccine price as in PAHO 2012 revolving fundh 1069 / 564819-1582203dominantc
HPV-6/11/16/18 vaccine with no VE to HPV types 6 and11i 1069 / 5647728948201159
HPV-16/18 waning (HPV-18 & other oncogenic HPV) after 20 years of first dose /during 5yj 955 / 487794568274715
HPV-16/18 waning (HPV-18 & other oncogenic HPV) after 20 years of 1st dose/during 5y + booster dose (21 years after first dose) j, k 1170 / 617846797020942
HPV-16/18, 2 dose vaccine schedulel 1172 / 618848-2249344dominantc
HPV-16/18 (2 doses) waning (HPV-18 & other oncogenic HPV) after 20 years of 1st dose/during 5yj, l 955 / 487794-1779765dominantc
HPV-16/18 (2 doses) waning (all HPV) after 20 years of first dose/during 5y j, l 501 / 212681-791887dominantc
HPV-16/18 (2 doses) waning (HPV-18 & other oncogenic HPV) after 20 years of first dose/during 5y + booster dose (21 years after first dosej, k, l 1170 / 617846-1551019dominantc
HPV-16/18 (2 doses) waning (all oncogenic HPV) after 20 years of first dose/during 5y + booster dose (21 years after first dose)j, k, l 1164 / 615841-1507808dominantc

aCompared to no vaccination scenario; bAdditional costs compared to no vaccination scenario; cICUR is showing a cost-saving result; dBase Case: 80% prevalence; eBase case: 6% discount; fBase case: Every 3 years interval; gBase case: CIN2/3 cross protection for bivalent vaccine 68.4% and quadrivalent vaccine 32.5%; hBase case: vaccine cost per dose 20 US dollars for both vaccines –price parity-; iBase case: 98% vaccine efficacy; jBase case: Lifetime duration of vaccine efficacy; kBase case: No booster dose; lBase case: 3 doses.

Note: HPV: human papillomavirus; ICUR: incremental cost-utility ratio; VE: vaccine efficacy; PAHO: Pan American Health Organization; QALY: quality-adjusted life years.

Cost-utility analysis for base case and additional scenarios of interest aCompared to no vaccination scenario; bAdditional costs compared to no vaccination scenario; cICUR is showing a cost-saving result; dBase Case: 80% prevalence; eBase case: 6% discount; fBase case: Every 3 years interval; gBase case: CIN2/3 cross protection for bivalent vaccine 68.4% and quadrivalent vaccine 32.5%; hBase case: vaccine cost per dose 20 US dollars for both vaccines –price parity-; iBase case: 98% vaccine efficacy; jBase case: Lifetime duration of vaccine efficacy; kBase case: No booster dose; lBase case: 3 doses. Note: HPV: human papillomavirus; ICUR: incremental cost-utility ratio; VE: vaccine efficacy; PAHO: Pan American Health Organization; QALY: quality-adjusted life years. Finally, when an overall vaccine efficacy for the HPV-16/18 AS04-adjuvanted vaccine against CIN3+ cases (irrespective of HPV type in the lesion) of 93.2% is considered the potential impact of the HPV-16/18 AS04-adjuvanted vaccine (Table 6) is greater than our modelled estimates and is projected to avert additional 38 cervical cancer cases and 20 cervical cancer related-deaths than those estimated by the model.
Table 6

Averted cervical cancer cases and deaths based on different estimation methods

Number of cases and deaths in each scenarioModel estimatedCalculated
(based on type-specific VE) (based on 93% VE to CIN3 +  [47])
No vaccineHPV-16/18HPV-6/11/16/18HPV-16/18
95% Vaccine coverage
Cervical cancer cases1370198300160
(% of total cervical cancer) (100.0%) (14.4%) (21.9%) (11.7%)
Cervical cancer deaths72210415884
(% of total cervical cancer deaths) (100.0%) (14.4%) (21.9%) (11.7%)
80% Vaccine coverage
Cervical cancer cases1370406489351
(% of total cervical cancer) (100.0%) (29.6%) (35.7%) (25.6%)
Cervical cancer deaths722213257185
(% of total cervical cancer deaths) (100.0%) (29.5%) (35.6%) (25.6%)

Note: HPV: human papillomavirus; CIN3+ - cervical intraepithelial neoplasia type 3; VE: vaccine efficacy.

Averted cervical cancer cases and deaths based on different estimation methods Note: HPV: human papillomavirus; CIN3+ - cervical intraepithelial neoplasia type 3; VE: vaccine efficacy.

Discussion

This study broadens the findings of a previous cost-effective analysis of the HPV-16/18 AS04-adjuvanted vaccine for Chile [10]. The analysis shows that the introduction of HPV vaccination with either of the two HPV vaccines is likely to prove highly cost-effective for Chile at 20 US dollars per dose. Even in the worst case scenarios analyzed (reduced prevalence of HPV types 16 and 18 in cervical cancer, no cross-protection, waning of vaccine efficacy) both vaccines were highly cost-effective for Chile. However, addition of the HPV-16/18 AS04-adjuvanted vaccine dominated the addition of HPV-6/11/16/18 vaccine (with a cost-saving of 47 million US dollars when compared to screening alone [undiscounted]) to the existing screening program of Chile. This is an important finding for Chile where a well-organized and successful cervical cancer prevention program (which guarantees the access to diagnosis, treatment, rehabilitation, follow-up and palliative care of cervical cancer cases) was developed under the Explicit Health Warranties reform introduced in 2003 [12]. In the alternative scenarios analyzed, even better health and economic outcomes than the base case scenario are estimated for Chile. When the discount rate was reduced to 3.0% (in-line with international guidelines) or vaccine price was reduced to present 2012 PAHO Revolving Fund vaccine prices or screening interval duration was increased to every five years together with the vaccination program, or a two-dose (versus three dose) vaccination schedule for the HPV-16/18 AS04-adjuvanted vaccine was evaluated, the implementation of cervical cancer vaccination with the HPV-16/18 AS04-adjuvanted vaccine was cost-saving for Chile. One of the many strengths of this analysis is the comparison of the cost-effectiveness profiles of the HPV-16/18 AS04-adjuvanted vaccine and HPV-6/11/16/18 vaccine for the prevention of cervical cancer updated with recent estimates of clinical, economic and epidemiological data for Chile. The ICURs for the HPV-16/18 AS04-adjuvanted vaccine (116 US dollars per QALY gained) were dominant compared with the HPV-6/11/16/18 vaccine (541 US dollars per QALY gained) in the base case analysis. The PSA confirmed that the HPV-16/18 AS04-adjuvanted vaccine remains dominant over the HPV-6/11/16/18 vaccine (base case scenario) in 69.3% of the simulations generated and this difference was strengthened at lower discount rates (87.0% probability at 3.0% discount as used in other developed countries). Since we assumed similar vaccine efficacies against HPV types 16 and 18 for both vaccines, the difference was based mainly on its different cross-protection vaccine efficacy profiles. In addition, greater benefits for the HPV-16/18 AS04-adjuvanted vaccine can be realized if a 93.2% efficacy against CIN3+ (irrespective of HPV type in the lesion) is considered [49]. Under this scenario, the HPV-16/18 AS04-adjuvanted vaccine was estimated to avert 38 and 20 additional cervical cancer cases and deaths than those based on model type-specific vaccine efficacy estimates, generating an even greater difference in vaccine impact between both vaccines. In this scenario, the HPV-16/18 AS04-adjuvanted vaccine would prevent 88.3% of all cervical cancer cases and deaths while the HPV-6/11/16/18 vaccine would avert 78.1% cervical cancer cases and deaths generating a difference of 140 and 74 cervical cancer cases and deaths prevented per vaccinated cohort of Chilean women between the two HPV vaccines. The findings from the present analysis are valid and robust mainly due to the inclusion of many plausible scenarios of interest. There is clinical evidence supporting that a two-dose schedule might be possible [40, 41], however further evidence on sustainability of vaccine efficacy is necessary to prepare more robust simulations. Such a scenario would make HPV vaccination cost-saving in Chile while also potentially improving coverage and hence public health benefit at the population level. Nevertheless, waning of vaccine efficacy has the potential to significantly reduce vaccine benefits if it affects the efficacy against HPV 16. If that is the case, we have also investigated the effect of a booster dose (third dose). The booster dose has the potential to recover the benefits identified for the three-dose schedule maintaining the cost-saving outcome for the overall schedule of two-doses with a HPV vaccine booster dose. The present study shows a much better cost effectiveness profile for these vaccines than previously reported [10]. This change may be attributed to a significant reduction in the price per dose (aligned with present values for the PAHO Revolving Fund), and recent data showing an increase in the disease burden despite the screening program in place for Chile estimated by Globocan 2008 [1] compared to Globocan 2002 [50] and the inclusion of updated cross-protection profiles based on data from latest clinical trials [28-32]. The new data released by Globocan 2012 for Chile (new estimates are 1441/734 cases and deaths) which although slightly higher than those considered in the study, will improve the cost effectiveness results for the vaccines but will not modify the overall conclusions [51]. A potential limitation of this study is that the real-life effectiveness of these vaccines is unknown or the evidence on the sustainability of vaccine efficacy is limited. While we have attempted to identify publications with the best comparable estimates of cross-protection between vaccines, there is no single trial that directly compares the cross protective efficacy of the HPV-16/18 AS04-adjuvanted and the HPV-6/11/16/18 vaccines. In addition, modelling studies based on vaccine efficacy after 6.4 years of follow-up for the HPV-16/18 AS04-adjuvanted vaccine predicted a long-term (≥20 years) persistence of vaccine-induced antibody levels [39]. Although, there is no defined correlate of protection between antibody levels and vaccine efficacy, the latest evidence has shown sustained efficacy after 9.4 years of follow-up [21]. Present estimates provide evidence of sustainability of vaccine efficacy for decades, however, if vaccine efficacy wanes as assumed in the present analysis, a booster dose would be required subsequent to completion of the vaccination schedule. The analysis of waning vaccine efficacy scenario with a booster dose have shown that even in this worst case scenario, the vaccination program will be highly cost-effective (three-dose schedule + booster dose). Urgent actions are needed in order to reduce cervical cancer mortality. Both interventions (vaccination and screening) must be considered as complementary. Our results show that the inclusion of vaccination against cervical cancer to the current screening program is highly cost-effective or even cost-saving for Chile. The model predicts a substantial impact of the vaccination program not only against cervical cancer cases and deaths but also on pre-cancerous lesions and its associated resource use (diagnostic tests and treatment). However, controversy still exists regarding the best combination of prevention (primary and secondary) programs against cervical cancer and the affordability of such programs. A recent study based on an optimization model have shown that the best combination for Brazil in the prevention of cervical cancer cases under budget constraints was to combine universal HPV vaccination with an increase in screening interval [52]. We have analyzed the scenario of vaccine implementation (base case analysis) together with an extension of screening interval to five years and found no significant difference in the impact of the cervical cancer prevention program in the prevention of cervical cancer cases but these combined interventions are projected to be cost-saving for Chile. Policy makers need to be informed of the progress of scientific evidence in order to decide the best option available for each setting [7, 53]. The present study is aimed to provide additional evidence on the implementation of HPV routine vaccination in a Latin American country like Chile whose present secondary prevention program has attained reasonable success in controlling cervical cancer. The present Chilean scenario with reduced potential benefits for the vaccination program when compared to other countries in the region limits the potential capabilities of a vaccination program to have a good cost-effective profile. However, data from this modelling evaluation favor the addition of HPV vaccination to the current cervical screening program of Chile.

Conclusions

The modelling exercise conducted assessed that the implementation of HPV vaccination together with the current screening program of Chile would be cost-effective. These findings may further support or guide the introduction of HPV vaccination in other countries of the LAC region where a higher burden of cervical cancer exists. Additional file 1: Details on the cross protection scenario used, on vaccine efficacy waning scenarios analyzed, on the derivation of HPV incidence from HPV prevalence and on the model simulated age distribution of different outcomes. (DOCX 200 KB)
  38 in total

1.  Human papillomavirus vaccines. WHO position paper.

Authors: 
Journal:  Wkly Epidemiol Rec       Date:  2009-04-10

2.  Optimization of primary and secondary cervical cancer prevention strategies in an era of cervical cancer vaccination: a multi-regional health economic analysis.

Authors:  Raina M Rogoza; Nicole Ferko; James Bentley; Chris J L M Meijer; Johannes Berkhof; Kung-Liahng Wang; Levi Downs; Jennifer S Smith; Eduardo L Franco
Journal:  Vaccine       Date:  2008-09-15       Impact factor: 3.641

Review 3.  Comparison of detailed and succinct cohort modelling approaches in a multi-regional evaluation of cervical cancer vaccination.

Authors:  Donna Debicki; Nicole Ferko; Nadia Demarteau; Steve Gallivan; Chris Bauch; Andrea Anonychuk; Lorenzo Mantovani; Stefano Capri; Cheng-Yang Chou; Baudouin Standaert; Lieven Annemans
Journal:  Vaccine       Date:  2008-09-15       Impact factor: 3.641

4.  Cost-effectiveness of vaccination against cervical cancer: a multi-regional analysis assessing the impact of vaccine characteristics and alternative vaccination scenarios.

Authors:  Eugenio Suárez; Jennifer S Smith; F Xavier Bosch; Pekka Nieminen; Chien-Jen Chen; Saku Torvinen; Nadia Demarteau; Baudouin Standaert
Journal:  Vaccine       Date:  2008-09-15       Impact factor: 3.641

5.  The impact of quadrivalent human papillomavirus (HPV; types 6, 11, 16, and 18) L1 virus-like particle vaccine on infection and disease due to oncogenic nonvaccine HPV types in generally HPV-naive women aged 16-26 years.

Authors:  Darron R Brown; Susanne K Kjaer; Kristján Sigurdsson; Ole-Erik Iversen; Mauricio Hernandez-Avila; Cosette M Wheeler; Gonzalo Perez; Laura A Koutsky; Eng Hseon Tay; Patricía Garcia; Kevin A Ault; Suzanne M Garland; Sepp Leodolter; Sven-Eric Olsson; Grace W K Tang; Daron G Ferris; Jorma Paavonen; Marc Steben; F Xavier Bosch; Joakim Dillner; Elmar A Joura; Robert J Kurman; Slawomir Majewski; Nubia Muñoz; Evan R Myers; Luisa L Villa; Frank J Taddeo; Christine Roberts; Amha Tadesse; Janine Bryan; Lisa C Lupinacci; Katherine E D Giacoletti; Heather L Sings; Margaret James; Teresa M Hesley; Eliav Barr
Journal:  J Infect Dis       Date:  2009-04-01       Impact factor: 5.226

6.  Quadrivalent vaccine against human papillomavirus to prevent anogenital diseases.

Authors:  Suzanne M Garland; Mauricio Hernandez-Avila; Cosette M Wheeler; Gonzalo Perez; Diane M Harper; Sepp Leodolter; Grace W K Tang; Daron G Ferris; Marc Steben; Janine Bryan; Frank J Taddeo; Radha Railkar; Mark T Esser; Heather L Sings; Micki Nelson; John Boslego; Carlos Sattler; Eliav Barr; Laura A Koutsky
Journal:  N Engl J Med       Date:  2007-05-10       Impact factor: 91.245

Review 7.  Cervical cancer screening programs in Latin America and the Caribbean.

Authors:  Raul Murillo; Maribel Almonte; Ana Pereira; Elena Ferrer; Oscar A Gamboa; José Jerónimo; Eduardo Lazcano-Ponce
Journal:  Vaccine       Date:  2008-08-19       Impact factor: 3.641

Review 8.  Integration of human papillomavirus vaccination and cervical cancer screening in Latin America and the Caribbean.

Authors:  Eduardo L Franco; Vivien Tsu; Rolando Herrero; Eduardo Lazcano-Ponce; Allan Hildesheim; Nubia Muñoz; Raul Murillo; Gloria Ines Sánchez; Jon Kim Andrus
Journal:  Vaccine       Date:  2008-08-19       Impact factor: 3.641

9.  Human papillomavirus genotype distribution in external acuminata condylomata: a Large French National Study (EDiTH IV).

Authors:  François Aubin; Jean-Luc Prétet; Anne-Carole Jacquard; Maelle Saunier; Xavier Carcopino; Fatiha Jaroud; Pierre Pradat; Benoît Soubeyrand; Yann Leocmach; Christiane Mougin; Didier Riethmuller
Journal:  Clin Infect Dis       Date:  2008-09-01       Impact factor: 9.079

10.  HPV genotyping from invasive cervical cancer in Chile.

Authors:  Juan Carlos Roa; Patricia Garcia; Jorge Gomez; Wanda Fernández; Fancy Gaete; Arturo Espinoza; Alejandro Lepetic; Eugenio Suarez
Journal:  Int J Gynaecol Obstet       Date:  2009-02-26       Impact factor: 3.561

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Authors:  Ariel Esteban Bardach; Osvaldo Ulises Garay; María Calderón; Andrés Pichón-Riviére; Federico Augustovski; Sebastián García Martí; Paula Cortiñas; Marino Gonzalez; Laura T Naranjo; Jorge Alberto Gomez; Joaquín Enzo Caporale
Journal:  BMC Public Health       Date:  2017-02-02       Impact factor: 3.295

Review 2.  Public health impact and cost-effectiveness of dairy products supplemented with vitamin D in prevention of osteoporotic fractures.

Authors:  Olivier Ethgen; Mickaël Hiligsmann; Nansa Burlet; Jean-Yves Reginster
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