Image-based automated Psoriasis Area Severity Index scoring by Convolutional Neural Networks.

BACKGROUND: The Psoriasis Area and Severity Index (PASI) score is commonly used in clinical practice and research to monitor disease severity and determine treatment efficacy. Automating the PASI score with deep learning algorithms, like Convolutional Neural Networks (CNNs), could enable objective and efficient PASI scoring. OBJECTIVES: To assess the performance of image-based automated PASI scoring in anatomical regions by CNNs and compare the performance of CNNs to image-based scoring by physicians. METHODS: Imaging series were matched to PASI subscores determined in real life by the treating physician. CNNs were trained using standardized imaging series of 576 trunk, 614 arm and 541 leg regions. CNNs were separately trained for each PASI subscore (erythema, desquamation, induration and area) in each anatomical region (trunk, arms and legs). The head region was excluded for anonymity. Additionally, PASI-trained physicians retrospectively determined image-based subscores on the test set images of the trunk. Agreement with the real-life scores was determined with the intraclass correlation coefficient (ICC) and compared between the CNNs and physicians. RESULTS: Intraclass correlation coefficients between the CNN and real-life scores of the trunk region were 0.616, 0.580, 0.580 and 0.793 for erythema, desquamation, induration and area, respectively, with similar results for the arms and legs region. PASI-trained physicians (N = 5) were in moderate-good agreement (ICCs 0.706-0.793) with each other for image-based PASI scoring of the trunk region. ICCs between the CNN and real-life scores were slightly higher for erythema (0.616 vs. 0.558), induration (0.580 vs. 0.573) and area scoring (0.793 vs. 0.694) than image-based scoring by physicians. Physicians slightly outperformed the CNN on desquamation scoring (0.580 vs. 0.589). CONCLUSIONS: Convolutional Neural Networks have the potential to automatically and objectively perform image-based PASI scoring at an anatomical region level. For erythema, desquamation and induration scoring, CNNs performed similar to physicians, while for area scoring CNNs outperformed physicians on image-based PASI scoring.

Treatment persistence in paediatric and adolescent patients with psoriasis followed into young adulthood. From topical to systemic treatment: a prospective, longitudinal, observational cohort study of 448 patients.

BACKGROUND: Although solely topical treatment often suffices, patients with psoriasis may require more intensive treatment (phototherapy and/or systemic treatments) to control their disease. However, in paediatric, adolescent and young adult patients, little is known about persistence of topical treatment and time until switch to systemic treatment. OBJECTIVES: To determine the median time from psoriasis onset until (i) discontinuation of solely topical agents and (ii) switch to systemic treatment, and to identify patient characteristics associated with switching to systemic treatments. METHODS: Data were extracted from the Child-CAPTURE registry, a prospective, observational cohort of patients with paediatric-onset psoriasis followed into young adulthood from 2008 to 2018. Data prior to inclusion in the registry were collected retrospectively. Median times were determined through Kaplan-Meier survival analyses. Cox regression analysis was used to identify patient characteristics associated with switch to systemic treatment. RESULTS: Of 448 patients, 62·3% stayed on solely topical treatment until data lock; 14·3% switched from topicals to phototherapy, but not to systemic treatment; and 23·4% switched to systemic treatment. The median time from psoriasis onset until discontinuation of solely topical treatment was 7·3 years, and until switch to systemics was 10·8 years. Higher Psoriasis Area and Severity Index and (Children's) Dermatology Life Quality Index > 5 were independently associated with switching to systemic treatment. CONCLUSIONS: In a population of paediatric and adolescent patients with mild-to-severe psoriasis, one-third needed more intensive treatment than solely topical therapy to control their disease. We consider the median time until switching to systemics to be long.

Frailty screening in dermato-oncology practice: a modified Delphi study and a systematic review of the literature.

BACKGROUND: Appropriate management and prevention of both under- and overtreatment in older skin cancer patients can be challenging. It could be helpful to incorporate frailty screening in dermato-oncology care, since frailty is associated with adverse health outcomes. OBJECTIVES: This study aimed to identify and prioritize the requirements a frailty screening tool (FST) should fulfil in dermato-oncology practice and to select the best existing FST(s) for this purpose. METHODS: A modified two-round Delphi procedure was performed among 50 Italian and Dutch specialists and patients to review and prioritize a list of potential FST requirements, using a 5-point Likert scale. Consensus was defined as a mean score of ≥4.0. A systematic literature search was performed to identify existing multidomain FSTs, which were then assessed on the requirements resulting from the modified Delphi procedure. RESULTS: Consensus was achieved on evaluation of comorbidities (4.3 ± 0.7), polypharmacy (4.0 ± 0.9) and cognition (4.1 ± 0.8). The FST should have appropriate measurement properties (4.0 ± 1.0), be quickly executed (4.2 ± 0.7), clinically relevant (4.3 ± 0.7), and both easily understandable (4.1 ± 1.2) and interpretable (4.3 ± 0.7). Of the 26 identified FSTs, four evaluated the content-related domains: the Geriatric-8 (G8), the modified Geriatric-8 (mG8), the Groningen Frailty Indicator (GFI) and the Senior Adult Oncology Program 2 (SAOP2) screening tool. Of these, the G8 was the most extensively studied FST, with the best psychometric properties and execution within 5 min. CONCLUSIONS: The G8 appears the most suitable FST for assessing frailty in older adults with skin cancer, although clinical studies assessing its use in a dermato-oncology population are needed to further assess whether or not frailty in this particular patient group is associated with relevant outcomes (e.g. complications and mortality), as seen in previous studies in other medical fields.

Noninvasive objective skin measurement methods for rosacea assessment: a systematic review.

BACKGROUND: Rosacea assessment and therapy monitoring can be challenging to standardize, as most clinical evaluation systems are prone to interobserver variability and not always validated. Therefore, objective, reliable and preferably noninvasive measurement tools are needed. OBJECTIVES: To give insight into available noninvasive imaging techniques and biophysical methods in rosacea by performing a systematic review. METHODS: PubMed, Embase, Cochrane and Web of Science databases were searched until 1 September 2018 in accordance with PRISMA guidelines, to identify studies providing original data about objective noninvasive imaging and/or biophysical skin measurement techniques for diagnosis, assessing severity or therapy monitoring of adult patients with cutaneous facial rosacea. Risk of bias of included articles was assessed with the Cochrane Risk of Bias tool, Quality in Prognosis Studies tool, and the Newcastle-Ottawa Scale. RESULTS: A total of 78 studies were included, describing 14 imaging and biophysical methods. Widespread information about (sub)surface cutaneous morphology and functionality was obtained. Methodological study quality was relatively low and interstudy outcome variability was large. Several tools show promising value in research settings: for treatment follow-up Demodex mites are countable with reflectance confocal microscopy, spectrometry can quantify erythema, and rosacea severity could be objectified with skin hydration- and transepidermal water loss measurements. CONCLUSIONS: This systematic review describes the spectrum of noninvasive imaging and biophysical methods in rosacea assessment, giving multifaceted information about structure and properties of rosacea skin, especially useful for research purposes. Larger studies with good methodological quality are needed to create validated protocols for further implementation into research. What's already known about this topic? Rosacea is a chronic inflammatory skin disease with a variety of clinical manifestations. Most clinical evaluation systems are subjective, not always validated, and subsurface skin processes remain unnoticed. Currently, different types of noninvasive measurement tools are available for rosacea assessment and therapy monitoring, but a comprehensive overview is lacking. What does this study add? Seventy-eight publications were included, describing 14 imaging and biophysical tools, providing a wide range of information about rosacea skin morphology and functionality. Reflectance confocal microscopy and spectrometry are especially promising in therapy monitoring and skin barrier measurements for rosacea severity assessment. Larger studies with better methodological quality are needed to create validated protocols for implementation into research.

Response to IL-17A inhibitors secukinumab and ixekizumab cannot be explained by genetic variation in the protein-coding and untranslated regions of the IL-17A gene: results from a multicentre study of four European psoriasis cohorts.

BACKGROUND: Genetic predictors for treatment response could optimize allocation of biological treatment in patients with psoriasis. There is minimal knowledge about pharmacogenetics of anti-IL-17 agents. OBJECTIVES: To assess whether genetic variants in the protein-coding region or untranslated regions of the IL-17A gene are associated with response to IL-17A inhibitors in patients with psoriasis. METHODS: This was a multicenter European cohort study investigating pharmacogenetics of IL-17A inhibitors in patients with psoriasis. Patients with plaque psoriasis treated with secukinumab or ixekizumab in daily practice were included. For all participants, the protein-coding region and untranslated regions of the IL-17A gene were analysed using Sanger sequencing. Identified genetic variants were tested for association with response to secukinumab/ixekizumab, measured as ∆PASI, after 12 weeks (primary outcome) and after 24 weeks (secondary outcome). Association was tested using a linear regression model with correction for baseline PASI as a fixed covariate and for biological naivety and body mass index as additional covariates. RESULTS: In total, 134 patients treated with secukinumab or ixekizumab were included. Genotyping of the cohort identified genetic variants present in untranslated regions and intronic DNA, but not in the protein-coding region of the IL-17A gene. Five genetic variants in non-coding DNA with a known or suspected functional effect on IL-17A expression were selected for association analyses: rs2275913, rs8193037, rs3819025, rs7747909 and rs3748067. After 12 weeks, 62% of patients achieved PASI75 and 39% achieved PASI90. At week 24, PASI75 and PASI90 response rates were 72% and 62%, respectively. No associations were found between the five genetic variants and ∆PASI, PASI75 or PASI90 after 12 and 24 weeks of anti-IL-17A treatment. CONCLUSIONS: Response to IL-17A inhibitors secukinumab and ixekizumab cannot be explained by genetic variation in the protein-coding and untranslated regions of the IL-17A gene. Pharmacogenetics of IL-17A inhibitors in the treatment of psoriasis requires further exploration.

The identification of CCL18 as biomarker of disease activity in localized scleroderma.

BACKGROUND: Localized Scleroderma (LoS) encompasses a group of idiopathic skin conditions characterized by (sub)cutaneous inflammation and subsequent development of fibrosis. Currently, lack of accurate tools enabling disease activity assessment leads to suboptimal treatment approaches. OBJECTIVE: To investigate serum concentrations of cytokines and chemokines implicated in inflammation and angiogenesis in LoS and explore their potential to be utilized as biomarker of disease activity. Additionally, to investigate the implication of potential biomarkers in disease pathogenesis. METHODS: A 39-plex Luminex immuno-assay was performed in serum samples of 74 LoS and 22 Healthy Controls. The relation between a validated clinical measure of disease activity (mLoSSI) and serum analytes was investigated. Additionally, gene and protein expression were investigated in circulating cells and skin biopsies. RESULTS: From the total of 39, 10 analytes (CCL18, CXCL9, CXCL10, CXCL13, TNFRII, Galectin-9, TIE-1, sVCAM, IL-18, CCL19) were elevated in LoS serum. Cluster analysis of serum samples revealed CCL18 as most important analyte to discriminate between active and inactive disease. At individual patient level, CCL18 serum levels correlated strongest with mLoSSI-scores (rs = 0.4604, P < 0.0001) and in longitudinal measures CCL18 concentrations normalised with declining disease activity upon treatment initiation. Additionally, CCL18 was elevated in LoS serum, and not in (juvenile) dermatomyositis or spinal muscular atrophy. Importantly, CCL18 gene and protein expression was increased at the inflammatory border of cutaneous LoS lesions, with normal expression in unaffected skin and circulating immune cells. CONCLUSION: CCL18 is specific for disease activity in LoS thereby providing relevance as a biomarker for this debilitating disease.

Female patients are less satisfied with biological treatment for psoriasis and experience more side-effects than male patients: results from the prospective BioCAPTURE registry.

BACKGROUND: Female sex has been reported as a predictor for treatment discontinuation with biological therapies for psoriasis, although reasons remain unclear. It can be hypothesized that lower satisfaction with biological treatment in women might add to the lower drug survival rates. OBJECTIVES: To identify possible differences in satisfaction with biological treatment between female and male patients using the Treatment Satisfaction Questionnaire for Medication (TSQM). METHODS: Data of psoriasis patients treated with biologics were obtained from the prospective, multicentre, daily-practice BioCAPTURE registry. Longitudinal TSQM data were analysed by linear mixed models. Relevant patient characteristics were incorporated as possible confounding factors. Post hoc analysis of adverse events was performed in order to investigate differences between sexes. RESULTS: We included 315 patients with 396 corresponding treatment episodes (137 adalimumab, 90 etanercept, 137 ustekinumab, 24 secukinumab and 8 infliximab). Almost forty per cent of the patients were female. Women had significantly lower baseline PASI scores (P = 0.01). Longitudinal analyses demonstrated lower TSQM scores for 'side-effects' (P = 0.05) and 'global satisfaction' (P = 0.01) in female patients compared with male patients over 1 year of treatment. Women reported more relevant adverse events in the context of biologic treatment compared to men (rate ratio 1.79; P < 0.001), with more fungal (rate ratio 2.20; P = 0.001) and herpes simplex infections (rate ratio 3.25; P = 0.005). CONCLUSIONS: This study provides a prospective, longitudinal analysis of treatment satisfaction with biologics in female and male patients with psoriasis. Women were slightly less satisfied with treatment regarding side-effects and global satisfaction. Differences in treatment satisfaction and side-effects might add to the fact that women discontinue biological treatments more often.

Biologic treatment sequences for plaque psoriasis: a cost-utility analysis based on 10 years of Dutch real-world evidence from BioCAPTURE.

BACKGROUND: Treatment with biologics may be indicated for patients with moderate-to-severe plaque psoriasis, but comparative evidence on cost-effectiveness is limited. Switching of biologics is common, but it is unclear what the effect is of differences in sequences of biologics. OBJECTIVES: To evaluate the cost-effectiveness of different biologic treatment sequences for psoriasis based on real-world evidence. PATIENTS AND METHODS: A sequence model was developed to evaluate the costs and health effects of three consecutive lines of biologic treatments [for example adalimumab-etanercept-ustekinumab (Ada-Eta-Ust) vs. Eta-Ust-Ada] over a 10-year time horizon in the Netherlands. The model was populated with data from the Dutch BioCAPTURE registry and scientific literature. Analyses were conducted of cost per quality-adjusted life year (QALY) and uncertainty was addressed by probabilistic as well as scenario analyses. RESULTS: Treatment of psoriasis with biologics for a 10-year period was estimated to be associated with a cost of €141 962 to €148 442 per patient depending on the treatment sequence used. Cumulative health effects ranged from 7·79 to 8·03 QALYs. Starting with Ada or Ust seems favourable concerning cost and utilities compared with strategies starting with Eta, although credible intervals were partly overlapping. CONCLUSIONS: The order in which biologics are used influences treatment cost-effectiveness, both in terms of costs and health effects. Initiation of a biologic treatment sequence for psoriasis might best be done with Ada or Ust; Eta seems less optimal from a health-economic perspective.

A systematic review of pharmacogenetic studies on the response to biologics in patients with psoriasis.

BACKGROUND: Biologics are indicated for treating moderate-to-severe psoriasis. As the number of biologics registered for the treatment of psoriasis increases, so does the need for biomarkers to guide personalized therapeutic decisions. Genetic variants might serve as predictors for treatment response, a field of research known as pharmacogenetics. OBJECTIVES: To assess which genetic variants are associated with response to biologics in patients with psoriasis according to current literature. METHODS: A systematic search was performed in Embase, MEDLINE, the Cochrane Library and Web of Science. In total, 26 papers were included in this systematic review; 24 original studies and two meta-analyses. Quality was assessed using a predesigned form and risk of bias was assessed using the Newcastle-Ottawa Scale. RESULTS: The majority of studies reported a candidate gene approach, focusing on polymorphisms in genes related to the therapeutic target or to psoriasis susceptibility. Studied populations were small and results were divergent, especially for studies investigating tumour necrosis factor inhibitors. The evidence for the role of HLA-Cw6 in ustekinumab efficacy shows minimal heterogeneity, with a higher response rate among patients who were positive for HLA-Cw6 reported across three of five studies. CONCLUSIONS: Pharmacogenetic studies in psoriasis have generated divergent results. Replication of findings in larger cohorts is required. Large-scale hypothesis-free searches for genetic biomarkers are needed to uncover the complete genetic background of outcomes for treatment with biologics.

The journey of adult psoriasis patients towards biologics: past and present - Results from the BioCAPTURE registry.

BACKGROUND: A considerable disease period often precedes initiation of a biologic in patients with psoriasis. Little is known about this important period in patients' lives. Evaluation of this 'journey' can reveal important insights and opportunities for physicians and healthcare decision makers. OBJECTIVES: (i) To describe patient and treatment characteristics until the start of biologic treatment in patients with severe psoriasis, (ii) to assess shifts in early (2005-2009) versus established (2010-2015) biologics prescription periods, (iii) to assess changes in hospital/day care admissions before vs. after starting biologics. METHODS: Explorative, retrospective study on the treatment characteristics of the disease period until first biologic, presented with descriptive statistics of patients included in the BioCAPTURE registry. Journeys of 2005-2009 and 2010-2015 were compared with statistical tests to identify important shifts. RESULTS: Median TUS (time until conventional systemic) was 11.0 years and median TUB (time until biologic) was 18.9 years for all patients treated from 2005 to 2015. Most patients received three different conventional antipsoriatic systemic therapies. We noticed a small trend towards a shorter journey (TUB) with only two conventional systemic agents instead of three before initiating a biologic in later years (2010-2015, vs. 2005-2009). We also noticed a significant decrease in (day care) admissions comparing the two years before, versus the first two years after the start of a biologic treatment (17.7 vs. 8.6 admissions/100 follow-up years, P < 0.001). Cyclosporine, intensive topical treatment (dithranol), retinoids and PUVA therapy lost popularity in recent years. CONCLUSION: The 'journey' of patients with psoriasis towards a biologic is still long and characterized by many different treatments. Shifts towards fewer conventional drugs before biologic initiation and a clear decrease in hospital and day care admissions before vs. after a biologic are seen. Improvement of this journey, especially in young or recently diagnosed patients, can decrease negative influences on patients' lives and reduce societal impact.

Validation of the Simplified Psoriasis Index in Dutch children and adolescents with plaque psoriasis.

BACKGROUND: The Simplified Psoriasis Index (SPI) is a three-domain assessment measure for psoriasis, including separate indicators of current severity (SPI-s), psychosocial impact (SPI-p), and past history and interventions (SPI-i). There are two complementary versions available designed for completion by a health professional (proSPI) or by patient self-assessment (saSPI). The validity and reliability of the proSPI vs. saSPI have already been demonstrated in adults. To date, validated severity measures for paediatric psoriasis do not exist. OBJECTIVES: To validate the current severity (SPI-s) and psychosocial impact (SPI-p) domains of the proSPI and saSPI in children and adolescents with psoriasis. METHODS: All patients aged < 18 years with plaque psoriasis visiting the dermatology outpatient department of Radboud University Medical Center, the Netherlands, between September 2013 and April 2014 were asked to complete Dutch versions of the saSPI and the Children's Dermatology Life Quality Index (CDLQI). The original English versions of the proSPI and Psoriasis Area and Severity Index (PASI) were completed by the physician at the same visit. RESULTS: In total, 113 patients (median age 12·0 years, range 4-17) were included. There was a close correlation between the proSPI-s and PASI (r = 0·87), which was higher than between the saSPI-s and PASI (r = 0·69). The correlation between the SPI-p and CDLQI was 0·78. The full range of scores was utilized in both proSPI-s and SPI-p, although the highest saSPI-s score was 30 (maximum 50). CONCLUSIONS: In paediatric psoriasis, the proSPI and saSPI are shown to be valid and usable. The SPI-s and SPI-p can be readily introduced into routine clinical practice.

A Topical Treatment Optimization Programme (TTOP) improves clinical outcome for calcipotriol/betamethasone gel in psoriasis: results of a 64-week multinational randomized phase IV study in 1790 patients (PSO-TOP).

BACKGROUND: Around two-thirds of patients with psoriasis do not adhere to topical treatment. The Topical Treatment Optimization Programme (TTOP), a five-element tool, includes guidance for the conversation between dermatologists/nurses and patients, patient information material, telephone/e-mail helpdesks and treatment reminders. It has been developed by patients and dermatologists to help increase adherence to treatment in psoriasis. OBJECTIVES: To compare TTOP with standard of care ('non-TTOP') within a large European investigator-initiated study, PSO-TOP (clinicaltrials.gov NCT01587755). METHODS: Patients with mild-to-moderate psoriasis received calcipotriol/betamethasone dipropionate gel as standardized study medication and were randomized 1 : 1 to either TTOP or non-TTOP management. Study medication was applied once daily for 8 weeks followed by 'as needed' application for an additional 56 weeks. Response was defined as a Physician's Global Assessment (PGA) of 'clear' or 'almost clear'. RESULTS: In 1790 patients (full analysis set), response rates after 8 weeks (primary objective) were significantly higher for TTOP (36·3%) than for non-TTOP (31·3%, P = 0·0267). Better clinical outcome was accompanied by higher rates of patients feeling well informed about their skin condition, treatment and other factors related to adherence, but the Dermatology Life Quality Index was not statistically different. TTOP patients regarded the structured one-to-one conversations with their dermatologist/nurse as the most important element of TTOP. CONCLUSIONS: Patients randomized to the TTOP intervention had a better clinical response than patients receiving standard of care. Improved communication between the healthcare provider and patient might be an important element in increasing adherence to topical therapy in psoriasis.

Predictors of perceived stigmatization in patients with psoriasis.

BACKGROUND: The physical appearance of psoriasis can be cosmetically disfiguring, resulting in a substantial social burden for patients. An important aspect of this burden is the experience of stigmatization. While stigmatization is known to be disabling and stressful for patients, little is known about its correlates, and effective interventions are lacking. OBJECTIVES: To examine predictor variables for perceived stigmatization in psoriasis. METHODS: Questionnaires were administered to 514 patients with psoriasis in a cross-sectional study. Zero-order correlation and multiple-regression analyses were conducted including sociodemographic, disease-related, personality, illness cognitions and social support predictor variables. RESULTS: Stigmatization was experienced by 73% of patients to some degree, and correlated with all five categories of predictor variables. In multiple-regression analyses, stigmatization was associated with higher impact on daily life; lower education; higher disease visibility, severity and duration; higher levels of social inhibition; having a type D personality; and not having a partner. CONCLUSIONS: The results indicate that perceived stigmatization is common in psoriasis, and can be predicted by sociodemographic, disease-related and personality variables. These predictor variables provide indications of which patients are especially vulnerable regarding perceived stigmatization, which might be used in treatment.

A prospective randomized controlled trial comparing infliximab and etanercept in patients with moderate-to-severe chronic plaque-type psoriasis: the Psoriasis Infliximab vs. Etanercept Comparison Evaluation (PIECE) study.

BACKGROUND: There are currently no independent data available comparing infliximab and etanercept for the treatment of psoriasis. OBJECTIVES: To compare these biologics without funding from pharmaceutical companies. METHODS: Overall, 50 patients were randomized to etanercept (n = 23) 50 mg subcutaneously twice weekly or infliximab (n = 25) 5 mg kg-1 intravenously at week 0, 2, 6, 14 and 22. After 24 weeks, 19 patients stopped and 22 continued treatment and were followed up to week 48. The primary outcome was ≥ 75% improvement of Psoriasis Area and Severity Index (PASI 75) at week 24. The secondary outcomes included PASI 75 at week 6 (onset of action) and week 12, Investigator's Global Assessment (IGA), Patient Global Assessment, impact on quality of life (Skindex-17 and SF-36), Treatment Satisfaction Questionnaire of Medication, duration of remission, maintenance treatment and safety. RESULTS: At week 24, PASI 75 was achieved in 72% (infliximab) vs. 35% (etanercept) (P = 0·01). The onset of action was achieved in 52% (infliximab) and 4% (etanercept). At week 12, 76% (infliximab) and 22% (etanercept) achieved PASI 75 (P < 0·001). At week 24, IGA 'clear or almost clear' was observed in 76% (infliximab) and 30% (etanercept) (P = 0·01). Skindex-17 symptom score was significantly better for infliximab. Maintenance treatment achieved PASI 75 for 67% (n = 6) infliximab vs. 50% (n = 5) etanercept, at week 48 (P = 0·65). Mild adverse events were reported in 76% (infliximab) vs. 66% (etanercept). CONCLUSIONS: Infliximab showed a rapid and significant higher level of efficacy until week 24 compared with etanercept. Long-term data showed no significant differences between both groups at week 48. Safety parameters were comparable.