A battery of self-screening instruments and self-reported body frame could not detect eating disorders among college students.

OBJECTIVE: Although studies have shown inconsistent results in terms of prevalence of eating disorders, the Eating Attitudes Test (EAT-26) was used to screen students for abnormal eating behaviors. The results of the self-reported EAT-26 and body frame, as well as the efficacy of using self-administered questionnaires (SAQs) were examined to detect eating disorders in new college students. RESULTS: An anonymous questionnaire (EAT-26) was provided to 7738 new students; 4552 (58.8%) responders were included in the final analysis. Semi-structured interviews were conducted for 131 (1.7%) students. Among them, 6 students showed a high EAT-26 score, but were not diagnosed with an eating disorder based on the Structured Clinical Interview for DSM-IV Axis I Disorders (SCID-I). Three students were diagnosed with an eating disorder using SCID-I, but their EAT-26 scores were below the threshold. From these results, in a non-clinical population, findings on EAT-26 do not agree with those on SCID-I in terms of the diagnosis of eating disorders, and this battery is not appropriate for detecting eating disorders.

On the Content of "Real-World" Sexual Fantasy: Results From an Analysis of 250,000+ Anonymous Text-Based Erotic Fantasies.

A recurring problem with the study of sexual fantasy is that of social desirability bias. Study participants may report fantasies that are consistent with general societal expectations of fantasy content, as opposed to themes characterized by their actual fantasies. The wide availability of erotic material on the Internet, however, facilitates the study of sexual fantasy narratives as they are anonymously expressed and viewed online. By extracting approximately 250,000 text-based erotic fantasies from a user-generated website, we sought to examine "real-world" sexual fantasies, determine the themes that were typical of these narratives, and explore the relationship between themes and story popularity (as assessed by story views per day). A principal components analysis identified 20 themes that commonly occurred across the massive corpus, and a path analysis revealed that these themes played a significant role in predicting the popularity of the sexual fantasy narratives. In particular, the empirically identified themes reflecting familial words (e.g., mother, father) and colloquial sexual words (e.g., cock, fuck) were predictive of story popularity. Other themes identified included those not obviously erotic, such as those consisting of words reflecting domesticity (e.g., towel, shower) and colors (e.g., brown, blue). By analyzing a sexual fantasy corpus of unprecedented size, this study offers unique insight into both the content of sexual fantasies and the popularity of that content.

Quantification of private information leakage from phenotype-genotype data: linking attacks.

Studies on genomic privacy have traditionally focused on identifying individuals using DNA variants. In contrast, molecular phenotype data, such as gene expression levels, are generally assumed to be free of such identifying information. Although there is no explicit genotypic information in phenotype data, adversaries can statistically link phenotypes to genotypes using publicly available genotype-phenotype correlations such as expression quantitative trait loci (eQTLs). This linking can be accurate when high-dimensional data (i.e., many expression levels) are used, and the resulting links can then reveal sensitive information (for example, the fact that an individual has cancer). Here we develop frameworks for quantifying the leakage of characterizing information from phenotype data sets. These frameworks can be used to estimate the leakage from large data sets before release. We also present a general three-step procedure for practically instantiating linking attacks and a specific attack using outlier gene expression levels that is simple yet accurate. Finally, we describe the effectiveness of this outlier attack under different scenarios.

Can we use postal surveys with anonymous testing to monitor chlamydia prevalence in young women in England? Pilot study incorporating randomised controlled trial of recruitment methods.

OBJECTIVES: Chlamydia prevalence in the general population is a potential outcome measure for the evaluation of chlamydia control programmes. We carried out a pilot study to determine the feasibility of using a postal survey for population-based chlamydia prevalence monitoring. METHODS: Postal invitations were sent to a random sample of 2000 17-year-old to 18-year-old women registered with a general practitioner in two pilot areas in England. Recipients were randomised to receive either a self-sampling kit (n=1000), a self-sampling kit and offer of £5 voucher on return of sample (n=500) or a self-sampling kit on request (n=500). Participants returned a questionnaire and self-taken vulvovaginal swab sample for unlinked anonymous Chlamydia trachomatis testing. Non-responders were sent a reminder letter 3 weeks after initial invitation. We calculated the participation rate (number of samples returned/number of invitations sent) and cost per sample returned (including cost of consumables and postage) in each group. RESULTS: A total of 155/2000 (7.8%) samples were returned with consent for testing. Participation rates varied by invitation group: 7.8% in the group who were provided with a self-sampling kit, 14% in the group who were also offered a voucher and 1.0% in the group who were not sent a kit. The cost per sample received was lowest (£36) in the group who were offered both a kit and a voucher. CONCLUSIONS: The piloted survey methodology achieved low participation rates. This approach is not suitable for population-based monitoring of chlamydia prevalence among young women in England. STUDY REGISTRATION NUMBER: (UKCRN ID 10913).

Policy forum. Data, privacy, and the greater good.

Large-scale aggregate analyses of anonymized data can yield valuable results and insights that address public health challenges and provide new avenues for scientific discovery. These methods can extend our knowledge and provide new tools for enhancing health and wellbeing. However, they raise questions about how to best address potential threats to privacy while reaping benefits for individuals and to society as a whole. The use of machine learning to make leaps across informational and social contexts to infer health conditions and risks from nonmedical data provides representative scenarios for reflections on directions with balancing innovation and regulation.

Analysis of anonymized pooled urine in nine UK cities: variation in classical recreational drug, novel psychoactive substance and anabolic steroid use.

BACKGROUND: Analysis of anonymous pooled urine samples from street urinals has been used to demonstrate time-trends in the detection of classical recreational drugs and novel psychoactive substances (NPS). AIM: This study aimed to expand this to undertake a geographical trend analysis of classical recreational drugs/NPS across UK. METHODS: Samples of anonymous pooled urine were collected from street urinals that had been in place for one night in April 2014 in nine cities across the UK. Collected samples were then analysed for the presence of recreational drugs, NPS anabolic steroids using high-performance liquid chromatography coupled to high-resolution accurate mass full-scan mass spectrometry and gas chromatography coupled to electron impact ionization mass spectrometry operating in selected ion monitoring and full-scan modes. RESULTS: Ten classical recreational drugs, nine NPS and four anabolic steroids were detected across the nine cities; the range of detection was from 1 in Leeds to 14 in London. The most common classical drugs were cocaine (9 cities) and 3,4-methylenedioxy-methamphetamine (8 cities); the most common NPS was 4-methylmethcathinone (5 cities). In addition there was variation in the detection of NPS, with methylhexaneamine detected only in Bristol and London, piperazines (3-trifluoromethylphenylpiperazine and 1-benzylpiperazine) and pentedrone only detected in Birmingham and the cathinone methylone only detected in London. CONCLUSIONS: There is variability in the detection of classical recreational drugs, NPS and anabolic steroids across UK, likely reflecting variation in their use. This technique can be used to supplement drug use surveys to determine geographical and time trends in the use of these substances. This is important to ensure appropriate targeting of drug-related interventions.

Analysis of urine from pooled urinals - a novel method for the detection of novel psychoactive substances.

Current data on the epidemiology of recreational drug use is largely based on population and self-population surveys of drug use. In addition, increasingly, particularly for novel psychoactive substances, data collected from web monitoring systems is used to collect information on early trends in the use of NPS and the drugs available to users. All of these indicators rely on users self-report of the drug(s) that they are using, or more accurately the drugs that they perceive they are using. Numerous recent studies have demonstrated significant variation in the content of both classical recreational drugs and novel psychoactive substances. The technique of waste-water analysis has allowed estimation of population level use of a number of established recreational drugs such as cocaine and MDMA. However this technique is limited for novel psychoactive substances because of limitations in the knowledge of the stability and metabolism of these compounds. Our group has developed a technique that involves the collection and analysis of pooled-urine from standalone portable urinals and demonstrated that this technique can be used to detect the use of both classical, established recreational drugs and novel psychoactive substances. We discuss this technique in this paper and the ways in which this can be further developed to allow detection of use of new NPS and trends in use of these substances over time and across geographical regions.

Identifying personal genomes by surname inference.

Sharing sequencing data sets without identifiers has become a common practice in genomics. Here, we report that surnames can be recovered from personal genomes by profiling short tandem repeats on the Y chromosome (Y-STRs) and querying recreational genetic genealogy databases. We show that a combination of a surname with other types of metadata, such as age and state, can be used to triangulate the identity of the target. A key feature of this technique is that it entirely relies on free, publicly accessible Internet resources. We quantitatively analyze the probability of identification for U.S. males. We further demonstrate the feasibility of this technique by tracing back with high probability the identities of multiple participants in public sequencing projects.

Attitudes of UK psychiatrists to the diagnosis of MCI in clinical practice.

BACKGROUND: Mild cognitive impairment (MCI) may represent a transitional stage between normal functioning and dementia. Following the initial criteria developed by Petersen et al. in 1999, which focused on memory deficit in the context of otherwise normal cognition and general functioning, the concept has evolved with the introduction of subtypes of MCI and improved understanding of etiology. Our aim was to investigate current practice as well as familiarity with and attitudes toward the concept of MCI amongst UK old age psychiatrists. METHOD: We sent an anonymized postal survey to all clinicians on the Royal College of Psychiatrists Old Age Psychiatry register. Questions covered attitudes toward the concept of MCI in addition to diagnostic criteria and assessment tools used. RESULTS: The response rate was 39% (453 of 1,154 questionnaires returned completed). The majority of respondents were consultants (83%) and 91% diagnosed MCI. Only 4.4% of the respondents thought that the concept of MCI was not useful and 79% of them required a memory complaint from either the patient or an informant for a diagnosis, but the majority did not have a specific cut-off on cognitive testing. Eighty-two percent reported that they required no or minimal impairment in activities of daily living for a diagnosis of MCI. The two most frequently used tools for assessment were the Mini-Mental State Examination and the Addenbrooke's Cognitive Examination-Revised. CONCLUSIONS: Our survey shows that in the United Kingdom, the term MCI has become part of everyday clinical practice in psychiatry, suggesting that clinicians find it a useful term to conceptualize the transitional stage between normal aging and dementia. However, there is variability in diagnostic practice.

How anonymous is 'anonymous'? Some suggestions towards a coherent universal coding system for genetic samples.

So-called 'anonymous' tissue samples are widely used in research. Because they lack externally identifying information, they are viewed as useful in reconciling conflicts between the control, privacy and confidentiality interests of those from whom the samples originated and the public (or commercial) interest in carrying out research, as reflected in 'consent or anonymise' policies. High level guidance documents suggest that withdrawal of consent and samples and the provision of feedback are impossible in the case of anonymous samples. In view of recent developments in science and consumer-driven genomics the authors argue that such statements are misleading and only muddle complex ethical questions about possible entitlements to control over samples. The authors therefore propose that terms such as 'anonymised', 'anonymous' or 'non-identifiable' be removed entirely from documents describing research samples, especially from those aimed at the public. This is necessary as a matter of conceptual clarity and because failure to do so may jeopardise public trust in the governance of large scale databases. As there is wide variation in the taxonomy for tissue samples and no uniform national or international standards, the authors propose that a numeral-based universal coding system be implemented that focuses on specifying incremental levels of identifiability, rather than use terms that imply that the reidentification of research samples and associated actions are categorically impossible.

Under-reporting of alcohol and substance use versus other psychiatric symptoms in individuals living with HIV.

Substance use is known to negatively impact outcomes in patients living with HIV by decreasing adherence to and effectiveness of antiretroviral therapies. Alcohol and other drug abuse and dependence are widespread among HIV-positive individuals, though reported rates vary greatly by study, suggesting the possibility of under-reporting. The extent to which patients minimize symptoms and the factors that influence reporting remain to be determined. The present study sought to gauge the degree to which substance use is under-reported in a primary care HIV clinic by evaluating the influence of anonymity versus confidentiality of self-report on endorsement rates. Patients (n = 55) currently receiving medical treatment completed a confidential questionnaire assessing the presence of alcohol abuse, other drug misuse, and Generalized Anxiety Disorder (GAD). Another group of 55 patients completed a comparable survey, but did so anonymously. The two groups were similar in terms of demographic characteristics, but self-report of substance use differed depending on how symptoms were assessed, with anonymous questionnaires yielding significantly (p<0.05) higher rates, compared to confidential surveys. Under-reporting appeared specific to alcohol and substance use, with no statistically significant differences between anonymous and confidential surveys in the proportion of patients endorsing symptoms of GAD. The fact that the screener specifically designed to identify patients in need of further evaluation produced lower rates of reported alcohol and drug use suggests that more work is needed to identify appropriate tools for accurately assessing substance use in HIV-positive patients so that adequate referrals and services can be offered to those in need.

Anonymization of electronic medical records for validating genome-wide association studies.

Genome-wide association studies (GWAS) facilitate the discovery of genotype-phenotype relations from population-based sequence databases, which is an integral facet of personalized medicine. The increasing adoption of electronic medical records allows large amounts of patients' standardized clinical features to be combined with the genomic sequences of these patients and shared to support validation of GWAS findings and to enable novel discoveries. However, disseminating these data "as is" may lead to patient reidentification when genomic sequences are linked to resources that contain the corresponding patients' identity information based on standardized clinical features. This work proposes an approach that provably prevents this type of data linkage and furnishes a result that helps support GWAS. Our approach automatically extracts potentially linkable clinical features and modifies them in a way that they can no longer be used to link a genomic sequence to a small number of patients, while preserving the associations between genomic sequences and specific sets of clinical features corresponding to GWAS-related diseases. Extensive experiments with real patient data derived from the Vanderbilt's University Medical Center verify that our approach generates data that eliminate the threat of individual reidentification, while supporting GWAS validation and clinical case analysis tasks.

Eligibility for magnetic resonance imaging screening in the United Kingdom: effect of strict selection criteria and anonymous DNA testing on breast cancer incidence in the MARIBS Study.

INTRODUCTION: A UK multicenter study compared the performance of contrast enhanced-magnetic resonance imaging with X-Ray Mammography in women at high-risk of breast cancer commencing in 1997. Selection criteria were used to identify women with at least 0.9% annual risk of breast cancer. METHODS: Women at high breast cancer risk, with a strong family history and/or high probability of a BRCA1/BRCA2/TP53 mutation, were recruited from 22 centers. Those not known as gene carriers were asked to give a blood sample, which was tested anonymously for mutations. Women ages 35 to 49 years were offered annual screening for 2 to 7 years. Study eligibility at entry was assessed retrospectively by detailed examination of pedigrees and overall eligibility accounting for computer risk assessment and mutation results. RESULTS: Seventy-eight of 837 (9%) women entered for screening were ineligible using the strict entry criteria. Thirty-nine cancers were detected in 1,869 women-years in study (incidence 21 per 1,000). Including 3,561 further years follow-up, 28 more breast cancers were identified (12 of 1,000). Incidence rates for 759 eligible women were 22 of 1,000 in study and 13 of 1,000 in total follow-up, compared with 9 of 1,000 and 4 of 1,000, respectively, in 78 ineligible women. Breast cancer rates were higher for BRCA2 than BRCA1 after testing anonymized samples in this selected population at 65 of 1,000 in study and 36 of 1,000 in total follow-up for BRCA2 compared with 44 of 1,000 and 27 of 1,000 for BRCA1. CONCLUSIONS: Strict enforcement of study criteria would have minimally improved the power of the study, whereas testing for BRCA1/2 in advance would have substantially increased the detection rates.

Changing epidemiology of HIV anonymous testing in Switzerland for 1996-2006.

QUESTIONS UNDER STUDY: To assess whether the prevalence of HIV positive tests in clients at five anonymous testing sites in Switzerland had increased since the end of the 1990s, and ascertain whether there had been any concurrent change in the proportions of associated risk factors. METHODS: Baseline characteristics were analysed, by groups of years, over the eleven consecutive years of data collected from the testing sites. Numbers of HIV positive tests were presented as prevalence/1000 tests performed within each category. Multivariable analyses, stratified by African nationality and risk group of heterosexuals or men who have sex with men (MSM), were done controlling simultaneously for a series of variables. Odds ratios (ORs) were reported together with their 95% confidence intervals (CI). P values were calculated from likelihood ratio tests. RESULTS: There was an increase in the prevalence of positive tests in African heterosexuals between 1996-1999 and 2004-2006, rising from 54.2 to 86.4/1000 and from 5.6 to 25.2/1000 in females and males respectively. The proportion of MSM who knew that one or more of their sexual partners was infected with HIV increased from 2% to 17% and the proportion who reported having more than five sexual partners in the preceding two years increased from 44% to 51%. CONCLUSIONS: Surveillance data from anonymous testing sites continue to provide useful information on the changing epidemiology of HIV and thus inform public health strategies against HIV.