| Literature DB >> 26996812 |
R H Dodd1, J Waller2, L A V Marlow2.
Abstract
Head and neck cancer (HNC) currently affects approximately 11 200 people in the UK, with an increasing proportion known to be caused by the human papillomavirus (HPV). We undertook a systematic review of studies measuring the psychosocial impact of HPV-related HNC and also studies measuring knowledge about the link between HPV and HNC among different populations. Searches were conducted on MEDLINE, Embase, PsycINFO, CINAHL Plus and Web of Science, with reference and forward citation searches also carried out on included studies. Studies were selected if they (i) were original peer-reviewed research (qualitative or quantitative), (ii) mentioned HPV and HNC, (iii) measured an aspect of the psychosocial impact of the diagnosis of HPV-related HNC as the dependent variable and/or (iv) measured knowledge of the association between HPV and HNC. In total, 51 papers met the inclusion criteria; 10 measuring psychosocial aspects and 41 measuring knowledge of the link between HPV and HNC. Quality of life in those with HPV-positive HNC was found to be higher, lower or equivalent to those with HPV-negative HNC. Longitudinal studies found quality of life in patients was at its lowest 2-3 months after diagnosis and some studies found quality of life almost returned to baseline levels after 12 months. Knowledge of the link between HPV and HNC was measured among different populations, with the lowest knowledge in the general population and highest in medical and dental professionals. Due to the limited studies carried out with patients measuring the psychosocial impact of a diagnosis of HPV-positive HNC, future work is needed with the partners of HPV-positive HNC patients and health professionals caring for these patients. The limited knowledge of the association between HPV and HNC among the general population also indicates the need for research to explore the information that these populations are receiving.Entities:
Keywords: HPV; Head and neck cancer; human papillomavirus; knowledge; quality of life
Mesh:
Year: 2016 PMID: 26996812 PMCID: PMC4914608 DOI: 10.1016/j.clon.2016.02.012
Source DB: PubMed Journal: Clin Oncol (R Coll Radiol) ISSN: 0936-6555 Impact factor: 4.126
Fig 1Flow diagram of study selection (adapted from [33]).
Psychosocial studies included in the systematic review
| Reference Country | Sample | HPV/p16 positive | Study design | Outcomes/measures | Relevant findings |
|---|---|---|---|---|---|
| 10 male survivors of HPV-OSCC between 1 and 5 years treatment completion | 100% | Qualitative semi-structured interviews | Exploring the communication, comprehension and psychologic impact of a diagnosis of HPV-related oropharyngeal cancer | 3/10 felt a sense of stigma or embarrassment associated with their diagnosis The cancer itself occasionally or always overshadowed the impact of HPV 4/10 were concerned with potentially infecting a partner with HPV and one expressed concerns about re-infection Survivors understood and were encouraged by positive prognostic implications of an HPV diagnosis | |
| 98 survivors of oropharyngeal cancer a median of 67 months after treatment | 89% | Follow-up survey (postal) | Quality of life: EORTC QLQ-C30 and EORTC QLQ-H&N35 | p16– patients had significantly lower scores on physical and role functions and had more complaints about feeling ill and pain than p16+ patients | |
| 22 patients at first head and neck cancer clinic visit; 2 females, 20 males | 80.9% | Longitudinal study: baseline (preoperatively), 3 weeks, 3 months, 6 months and 12 months | Quality of life: Head and Neck Cancer Inventory | Speech, eating, aesthetics and social disruption scores at 3 weeks, 3 and 6 months were significantly lower than at baseline Overall quality of life still significantly lower than preoperative levels at 1 year Significant declines in overall quality of life at 3 months compared with 3 weeks No significant impact on quality of life outcomes by HPV status | |
| 87 patients at first new patient referral visit: 81 included in analysis | 63% (HPV+) | Prospective cohort study | Quality of life: Head and Neck Cancer Inventory | All health-related quality of life scores declined at 3 weeks; social and overall scores continued to drop and bottomed out at 3 months Social and overall scores showed at 12 months greatest recovery significantly from baseline No differences between HPV+ and HPV– patients on any of the quality of life domains at 12 months | |
| 162 medical records – patients with locally advanced OSCC, known p16 status and treated by chemoradiation or primary surgery followed by adjuvant radiation therapy; 142 men, 20 women | 69% | Audit of medical records | Prevalence of anxiety disorder and major depression in patients with HPV+ and HPV– tumours | No significant differences between HPV+ and HPV– patients for rates of major depression or anxiety disorder Higher prevalence of anxiety in HPV– patients | |
| 177 patients with HNSCC and known HPV/p16 status diagnosed between 2006 and 2012 | 45% | Longitudinal study: baseline, 2 months, 6 months, 1 year and 1–3 years | Quality of life: UWQOL | p16+ patients had significantly better overall quality of life, recreation and chewing scores at baseline p16+ patients had better activity, recreation, overall quality of life at 6 months No long-term differences in quality of life for p16– patients treated with primary surgery or chemoradiation | |
| 79 patients with HNSCC; 17 women, 62 men | 100% | Multicentre, observational and retrospective study | Perception of their health conditions: EQ-5D | Overall quality of life in patients significantly lower than healthy subjects Utility scores were higher in men than women | |
| 62 newly diagnosed HPV+ patients initiating radiotherapy | 98% | Cross-sectional survey | Self-reported: Feelings of keeping their HPV a secret from others Disclosure of HPV to current sexual partner Whether HPV increased partner's risk Whether they talked to partner about likelihood of transmission How much knowledge of HPV as a cause had impacted their relationship Distress Self-blame | About 30% showed marked distress Distress levels were moderate Patients reported low levels of behavioural self-blame Blame and distress were significantly correlated No significant differences regarding distress and self-blame in those self-declaring as HPV+ compared with those who did not or were unsure 14% intended to keep it a secret from others and 3% did not tell their partner – reasons included embarrassment, stigma, and belief it is no-one else's business 41% said they had not discussed concerns regarding potential viral transmission to their partner 8% thought their HPV had entirely increased their partners risk for developing cancer, 42% said somewhat and 29% said it did not 80% reported that the diagnosis had no negative impact, 14% reported a somewhat negative impact, 6% reported a completely negative impact on relationships | |
| 228 patients diagnosed with primary OSCC between 2003 and 2010 | 29% | Longitudinal study: pre-treatment, immediate post-treatment and 1 year post-treatment | Quality of life: UWQOL | Pre-treatment quality of life scores were significantly higher in patients who were high-risk HPV+ Immediate post-treatment scores were lower in HPV+ patients Post-treatment scores were similar between the two groups Group 2 had a significantly larger decrease in quality of life scores from pre-treatment to immediate post-treatment compared with group 1 The change in quality of life scores from post-treatment to 1 year post-treatment was similar between the groups HPV status was associated with pre-treatment quality of life and a change in quality of life from pre-treatment to immediate post-treatment Patients in group 2 did not have better 1 year quality of life compared with group 1 | |
| 40 head and neck cancer survivors >2 years after treatment: 34 men, 6 women | 98% | Follow-up survey (postal) | Health-related quality of life: HNQOL, UWQOL, SF-36 | Global HNQOL remained stable compared with 2 year assessments for HNQOL and UWQOL Clinically meaningful declines in global HRQOL from 2 year assessment were reported by 8% of patients by HNQOL and 14% of patients by UWQOL 8% on HNQOL and 11% on UWQOL reported meaningful improvements in global HNQOL 84% and 75% of patients reported stable global HRQOL compared with 2 years by HNQOL and UWQOL Overall physical and mental health mean scores on the SF-36 were comparable to US population norms in each HRQOL domain Overall cohort experienced stable HNQOL scores and statistically worse UWQOL score compared to pre-treatment Clinically meaningful declines were found in global HRQOL from pre-treatment by 8% on HNQOL and 30% on UWQOL |
HPV, human papillomavirus; HNSCC, head and neck squamous cell carcinoma; EORTC, European Organization for Research and Treatment of Cancer; UWQOL, University of Washington Quality of Life; HNQOL, Head and Neck Quality of Life; SF-36, Short Form 36; OSCC, Oropharyngeal squamous cell carcinoma.
Included studies measuring knowledge of human papillomavirus (HPV) and head and neck cancer
| Reference Country | Sample | Response rate | Study design | Outcomes/measures | Relevant findings |
|---|---|---|---|---|---|
| 112 newly graduated medical and dental SHO level; 49% dental degree, 51% medical | Not reported | Survey (in person) | Knowledge of risk factors for oral cancer (e.g. Which of the following factors is considered an increased factor for oral cancer: Human papillomavirus as a response option) | HPV correctly identified as a risk factor by 34% - more dental (47% versus 21%) than medical responded correctly | |
| 651 dental hygienists from North Carolina State Board of Dental Examiners | 53% | Survey (postal) | Knowledge of risk factors for oral cancer (e.g. In the United States, which of the following factors places an individual at high risk for oral cancer? Human papillomavirus as yes/no/don't know option) | 47.1% knew HPV a risk factor for oral cancer 32% felt patients are knowledgeable about oral cancer risk factors | |
| 609 men aged 18–59 years from population-based panel of US households: Men's Health Study | 70% | Survey (online) | Awareness and knowledge (e.g. Which of the following do you think might increase the chances of getting oral cancer? Infection with a virus as a response option) | More men knew HPV can cause genital warts (41%) than oral cancer (23%) 43% identified infection with a virus as a potential cause of oral cancer (less than for anal cancer or genital warts) Few believed sexual behaviours increases risk of oral cancer (23% having sex; 26% high number of sexual partners) | |
| 248 1st, 2nd, 3rd and 4th year dental students at University of Maryland Baltimore College of Dental Surgery | 59.6% | Cross-sectional survey (in person and postal) | Knowledge of oral cancer risk factors | 30.8% 1st year, 89.1% 2nd year, 78.1% 3rd year, 81.8% 4th year knew HPV is a risk factor for oral cancer | |
| 163 dental students, Medical University of South Carolina | 79.1% | Survey (in person) | Knowledge of oral cancer risk factors | 79.8% correctly identified HPV as a risk factor | |
| 670 dentists, British Columbia and Nova Scotia | 55.2% | Survey (postal) | Knowledge of oral cancer risk factors | 53.1% correctly identified HPV as a risk factor for oral cancer | |
| 206 Men in sexually transmitted disease clinic | Not reported | Survey (in person) | HPV awareness, HPV knowledge | 27.4% knew HPV infection has a role in oral cancer | |
| 17 dentists in 2 focus groups, 21 dental hygienists in 2 focus groups | Not reported | Qualitative focus groups | Assess awareness of oral health providers regarding the HPV-oral cancer link | Participants ranged from a complete lack of knowledge to understanding some intricacies of the HPV-oral cancer link Shifts in dentistry practice were seen as a result of the HPV-oral cancer link and there was a desire for additional guidance from professional organisation on ways to manage screening for HPV-related oral cancer Discomfort was expressed in discussing the HPV-oral cancer link with patients, with concerns about the appropriateness of HPV-oral cancer discussions with patients due to confidentiality and gender roles Responses varied as to whether it was their role to discuss with patients | |
| 254 dentists | Not reported | Cross-sectional survey (online) | Knowledge of oral cancer risk factors | 60% knew HPV is a risk factor for oral cancer | |
| 93 community members | 32% | Survey (telephone) | Knowledge of oral cancer risk factors | 34% knew having HPV 'increases the risk of getting mouth or throat cancer' | |
| 192 1st–6th year dental students; 139 female, 53 male | 100% | Cross-sectional survey (in person) | Knowledge of oral cancer risk factors | Almost 54% identified HPV as a risk factor for oral cancer | |
| 205 American Indian community members recruited via two community events; 70% female | Not reported | Survey (in person) | Knowledge of the risk factors of head and neck cancer including HPV | 32% had heard of head and neck cancer 23% identified having multiple sexual partners as a risk factor 36% thought HPV is related to head and neck cancer | |
| 330 primary healthcare professionals | 87% | Survey (face-to-face interview) | Knowledge of oral cancer risk factors | 43.3% identified Human papillomavirus as a risk factor | |
| 306 dentists in Schleswig-Holstein | 14% | Survey (postal) | Knowledge of oral cancer risk factors (e.g. Which of the following factors places an individual at high risk for oral cancers? Human papillomavirus as yes/no/don't know option) | 57.8% identified Human papillomavirus as a risk factor | |
| 394 dentists in Schleswig-Holstein | 17% | Survey (postal) | Knowledge of oral cancer risk factors (e.g. Which of the following factors places an individual at high risk for oral cancers? Human papillomavirus as yes/no/don't know option) | 61.2% identified Human papillomavirus as a risk factor; 63.4% in those participating at re-evaluation and attending a continuing education course on oral cancer | |
| 306 dentists in Schleswig-Holstein; 1000 members of the public | 14% | Survey (postal and telephone) | Knowledge of oral cancer risk factors (e.g. Which of the following factors places an individual at high risk for oral cancers? Human papillomavirus as yes/no/don't know option) | 57.8% of dentists and 29% of the public identified Human papillomavirus as a risk factor | |
| 388 medical practitioners in Schleswig-Holstein | 13% | Survey (postal) | Knowledge of oral cancer risk factors (e.g. Which of the following factors places an individual at high risk for oral cancers? Human papillomavirus as yes/no/don't know option) | Human papillomavirus recognised as risk factor by 70% otorhinolayngology, 54% GPs, 50% internal medicine (continuing education for general medical care), 51% internal medicine, 82% dermatologists | |
| 609 men: 312 gay and bisexual, 296 heterosexual | 70% | Survey (online) | Knowledge of HPV | 21% of heterosexual men and 25% of gay/bisexual men knew HPV can cause oral cancer | |
| 236 healthcare professionals | Not reported | Cross-sectional survey | Knowledge of oral cancer risk factors | 39.1% knew Human papillomavirus is a risk factor for oral cancer | |
| 167 undergraduate medical students (all students in years 4–6) | 100% | Cross-sectional survey (in person) | Knowledge of oral cancer risk factors (e.g. Which of the following factors places an individual at high risk for oral cancers? Human papillomavirus as yes/no/don't know option) | 65.7% overall identified Human papillomavirus as high-risk factor of oral cancer Male 4th year 19%; 5th year 17%, 6th year 16% Female 4th year 5%, 5th year 4%, 6th year 4% | |
| 479 undergraduate dental students (all students in years 4–6) | 87.1% | Cross-sectional survey (in person) | Knowledge of oral cancer risk factors | 83.7% identified Human papillomavirus as placing someone at high risk for oral cancer Male 4th year 10%; 5th year 15%; 6th year 15% Female 4th year 12%; 5th year 15%; 6th year 16% | |
| 176 males at postsecondary institutions in Greater Vancouver | Not reported | Survey (in person) | Knowledge of HPV | 32.9% knew 'HPV infections can cause oral cancers' and 24.2% knew 'HPV infections can cause pharyngeal (throat) cancers' | |
| 2126 US adults from Harris Interactive online panel | Not reported | Cross-sectional survey (online) | Awareness | 66% considered themselves not very or not at all knowledgeable about head and neck cancer Knowledge of HPV as a risk factor in 0.8% 12.8% were aware of this association when specifically queried about the association between HPV and throat cancer Respondents with a college or university degree were more likely to associate HPV with throat cancer (14.8% versus 10%) Older age was associated with less knowledge of HPV as a risk factor | |
| 297 American Head and Neck Society head and neck surgeons | 27.5% | Survey (online) | Assess clinical practices | 90.9% said they discuss HPV as a risk factor with patients Respondents specifically with daughters - about 85% discussed HPV as a risk factor Scored very well on knowledge items of HPV - in 5 out of 7, over 92% of responses were correct | |
| 619 dentists in Maryland | 53.6% | Survey (postal) | Knowledge of oral cancer risk factors | 88% knew HPV is a risk factor for oral cancer | |
| 303 drag racers (28.3%) and fans (70%), vendors (1.7%) attending annual United Black Drag Racers drag racing event in St Louis | Not reported | Survey (in person) | Knowledge of HPV and head and neck cancer | 29.9% knew HPV definitely increases the risk of developing oral, head and neck cancer Male 49%; Female 62.6% | |
| 584 licensed dentists in North Carolina | 52% | Survey (postal) | Knowledge of oral cancer risk factors | 60% aware of Human papillomavirus as a risk factor | |
| 1000 lesbian, gay and bisexual men and women | 86.8% | Cross-sectional survey (in person) | Know that HPV can cause oropharyngeal cancer | 47% gay men, 44% lesbians, 31% bisexual men and 35% of bisexual women knew oral cancer is an HPV-related disease The vast majority knew unprotected sex was the main risk factor 60.6% had heard of HPV | |
| 62 senior citizens | 66% | Survey (in person) | Knowledge of oral cancer risk factors | 29.5% knew infection with HPV was a contributing factor for oral cancer | |
| 450 medical students, South Carolina | 78.8% | Cross-sectional survey (in person) | Knowledge of oral cancer risk factors | 61.4% overall knew HPV is associated with an increased risk for oral cancer; 33.7% 1st year; 58.7% 2nd year; 80.8% 3rd year; 64.7% 4th year | |
| 269 dentists, 19 oral surgeons, 221 physicians | 57% dentists | Cross-sectional survey (postal) | Knowledge of oral cancer risk factors (e.g. Rank (high, medium, low) the association of known high-risk factors (Human papillomavirus) with oral cancer) | Human papillomavirus ranked as high risk by 26% dentists, 37% physicians; medium risk by 49% dentists and 45% physicians; low risk by 26% dentists, 37% physicians | |
| 609 men aged 18–59 from national panel of US households | 70% | Cross-sectional survey (online) | Knowledge of HPV | 21% of those having heard of HPV responded yes to HPV can cause oral cancer | |
| 306 men self-identified as gay or bisexual aged 18–59 from national panel of US households | 70% | Cross-sectional survey (online) | Knowledge of HPV | 25% of those having heard of HPV responded yes to HPV can cause oral cancer | |
| 2393 general population from rural areas | Not reported | Survey (telephone) | Knowledge of risk factors for mouth and throat cancer | 40.2% Having Human papillomavirus 'Yes-it increases the risk of getting mouth or throat cancer' | |
| 362 dentists | 41.7% | Survey (in person) | Knowledge of oral cancer risk factors | 67.2% knew Human papillomavirus is a risk factor for oral cancer | |
| 267 parents of sons eligible to receive HPV vaccination | Not reported | Cross-sectional survey (in person) | Parents' knowledge of HPV in oropharyngeal cancer | 18% knew role of HPV in oropharyngeal cancer | |
| 147 final year medical and dental undergraduates of Universiti Sains Malaysia | 73.5% | Survey (in person) | Aetiology of oral cancer | 59.6% of medical students and 75.6% of dental students knew of role of HPV in aetiology of oral cancer (not statistically significant difference) | |
| 68 male African American college students, St Louis | Not reported | Cross-sectional survey (online) | Knowledge of HPV | 60.2% knew HPV can cause oral cancer in men; 61.7% knew HPV can cause oral cancer in women | |
| 361 freshman students at Texas State University | 10.7% | Survey (online) | Knowledge: HPV can be contracted through oral sex HPV has a strong correlation with oropharyngeal cancer HPV is associated with some head and neck cancers | 71.5% knew HPV could be contracted through oral sex 51.6% knew of an association between HPV and oropharyngeal cancer 18.2% knew HPV is associated with some head and neck cancers | |
| 179 men self-identified as gay and bisexual aged 18–29 from student organisations and social networking sites | Not reported | Survey (online) | Knowledge of HPV | 25% of those having heard of HPV responded yes to HPV can cause oral cancer | |
| 491 NASCAR fans, 158 medical students, 186 undergraduate students | Not reported | Survey (in person) | Awareness of relationship between HPV and head and neck cancer | Mean score: Medical students 2.84; Undergraduates 2.31; NASCAR 2.63 |
These four papers used the data from one study.
These two papers used the data from one study.
Scores from psychosocial measures in human papillomavirus (HPV)-related head and neck patients in nine∗ studies
| Reference | Measure | HPV+ | HPV– | Significant difference |
|---|---|---|---|---|
| Quality of life - EORTC QLQ-C30 (median score; scale range 0–100) | ||||
| Emotional | 91.67 | 83.33 | NS | |
| Social | 100 | 100 | NS | |
| Global health | 83.33 | 79.17 | NS | |
| Quality of life - HNCI (mean score; scale range 0–100) | ||||
| Baseline | 94 | 75 | NS | |
| 3 weeks | 79 | 88 | NS | |
| 3 months | 48 | 58 | NS | |
| 6 months | 63 | 83 | NS | |
| 12 months | 88 | / | NS | |
| Quality of life - HNCI (mean score; scale range 0–100) | ||||
| 12 months | 75 | 78 | NS | |
| Quality of life - UWQOL (mean score across 12 domains; scale range 0–100) | ||||
| Baseline | 76 | 50 | 0.008 | |
| 2 months | 57 | 51 | NS | |
| 6 months | 67 | 59 | 0.034 | |
| 12 months | 69 | 64 | NS | |
| >12 months | 82 | 65 | 0.013 | |
| Quality of life - UWQOL (mean score across 12 domains; scale range 0–100) | ||||
| Pre-treatment | 86 | 79 | 0.015 | |
| Immediate post-treatment | 63 | 73 | NS | |
| Post-treatment | 75 | 77 | NS | |
| Major depression | 9% | 10% | NS | |
| Anxiety disorder | 6% | 12% | NS | |
| Distress (mean; scale range) | 3.38 (0–9) | / | ||
| Self-blame (mean; scale range) | 2.27 (1–4) | / | ||
| EQ-5D (mean utility values) | ||||
| Women | 0.7 | / | ||
| Men | 0.8 | / | ||
| Quality of life - UWQOL (mean score; scale range 0–100) | ||||
| Pre-treatment | 10 | / | ||
| 24 months | 15.2 | / | ||
| Long term | 16.5 | / | ||
| HNQOL (mean score; scale range 0–100) | ||||
| Pre-treatment | 15.1 | / | ||
| 24 months | 9.5 | / | ||
| Long term | 11.9 | / | ||
EORTC, European Organization for Research and Treatment of Cancer; HNCI, Head and Neck Cancer Inventory; UWQOL, University of Washington Quality of Life; HNQOL, Head and Neck Quality of Life.
One reference not included as used qualitative methodology [35].
Knowledge about human papillomavirus (HPV) and oral cancer reported in 35∗ studies
| Question | % (reference) | Sample population |
|---|---|---|
| Heard of HPV … (closed question) | 70.6% | General population men (USA) |
| 61% | General population men (USA) | |
| 79% | General population men (USA) | |
| 93% | General population men (USA) | |
| 60.6% | General population (Italy) | |
| 59% | General population (USA) | |
| 80% | College students (Canada) | |
| 85% | College students (USA) | |
| HPV as a risk factor for oral cancer was known by … (closed question) | 53.1% | Dentists (Canada) |
| 60% | Dentists (USA) | |
| 57.8% | Dentists (Germany) | |
| 26% | Dentists (USA) | |
| 61.2% | Dentists (Germany) | |
| 60% | Dentists (Ireland) | |
| 57.8% | Dentists (Germany) | |
| 88% | Dentists (USA) | |
| 67.2% | Dentists (Malaysia) | |
| 47.1% | Dental hygienists (USA) | |
| 79.8% | Dental students (USA) | |
| 66.5% | Dental students (USA) | |
| 54% | Dental students (Romania) | |
| 83.7% | Dental students (Saudi Arabia) | |
| 34% | Newly graduated medical and dental personnel (Jordan) | |
| 37% | Physicians (USA) | |
| 39.1% | Healthcare professionals (Saudi Arabia) | |
| 91% | Head and neck surgeons (USA) | |
| 50–82% | Medical practitioners (Germany) | |
| 43.3% | Healthcare professionals (Jordan) | |
| 61.4% | Medical students (USA) | |
| 65.7% | Medical students (Saudi Arabia) | |
| 44% | General population (Italy) | |
| 29% | General population (Germany) | |
| 32% | General population (USA) | |
| 40.2% | General population (USA) | |
| 0.8% | General population (USA) | |
| 29.5% | General population (USA) | |
| 29.9% | General population (USA) | |
| 18% | General population (USA) | |
| Knew HPV can cause oral cancer/head and neck cancer | 23.3% | General population men (USA) |
| 21% | General population (USA) | |
| 25% | General population (USA) | |
| 39% | General population men (USA) | |
| 21–25% | General population men (USA) | |
| 27.4% | General population men (Puerto Rico) | |
| 36% | General population (USA) | |
| 12.8% | General population (USA) | |
| 18.2% | College students (USA) | |
| 59.6% | Medical Students (Malaysia) | |
| 75.6% | Dental Students (Malaysia) | |
| 32.9% | College students (Canada) | |
| 60.2% in men | College students (USA) | |
| 61.7% in women | College students (USA) | |
| Knew HPV is strongly associated with oropharyngeal cancer | 51.6% | College students (USA) |
Two references not included as the studies did not use comparable methodology [52], [85].