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1.
Rheumatol Int ; 44(6): 1143-1154, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38683351

RESUMO

BACKGROUND: Patients with axial spondyloarthritis (axSpA) benefit from regular home-based exercise (HbE). In spite of recommendations, a relevant proportion of German axSpA patients does not adhere to recommended HbE practices. To enhance HbE care, we developed the novel digital therapeutic (DTx) "Axia" compliant with the European medical device regulation (MDR). Axia offers a modern app-based HbE solution with patient educative content and further integrated features. OBJECTIVE: We aimed to assess Axia's efficacy, attractiveness, and functionality through a survey among axSpA-patients involved in the first user tests. METHODS: A mixed-method online questionnaire with 38 items was administered to 37 axSpA volunteers after using Axia. Numeric rating scales (NRS) and likelihood scales were primarily used. RESULTS: HbE frequency significantly increased from a median of 1 day/week to 6 days/week (p < 0.001) by using Axia. Existing HbE practitioners also increased their frequency (median of 4 days/week before, 6 days/week with Axia, p < 0.05). Axia received a median rating of 5 out of 5 stars. On NRS scales, Axia scored a median of 9 for intuitiveness and design, and a median of 8 for entertainment. 64.9% reported improved range of motion, 43.2% reported reduced pain, and 93.6% enhanced disease-specific knowledge. All users recommended Axia to other patients. CONCLUSION: Axia increases axSpA patients HbE frequency, possibly due to its good intuitiveness and design, leading to reduction in pain and subjective improvement of range of motion. This warrants further investigation in large randomized controlled interventional trials to establish its efficacy conclusively and patients adherence to HbE.


Assuntos
Espondiloartrite Axial , Terapia por Exercício , Aplicativos Móveis , Humanos , Masculino , Feminino , Estudos Transversais , Adulto , Pessoa de Meia-Idade , Terapia por Exercício/métodos , Inquéritos e Questionários , Educação de Pacientes como Assunto/métodos , Alemanha , Cooperação do Paciente
2.
Rheumatol Int ; 44(10): 2057-2066, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39136784

RESUMO

In recent years Janus kinase inhibitors (JAKi) have joined tumor necrosis factor inhibitors (TNFi) and interleukin (IL)-17 inhibitors (IL-17i) as approved disease modifying anti-rheumatic drugs (DMARD) for moderate to severe forms of axial spondyloarthritis (axSpA). Drug survival in axSpA patients has not been well studied in a real-world outpatient scenario since the approval of JAKi. We aimed to analyze the three drug classes based on modes of actions (MoA) for their persistence rates among German axSpA outpatients. A retrospective analysis of the RHADAR database for axSpA patients with a new initiation of TNFi, IL-17i, or JAKi treatment between January 2015 and October 2023 was conducted. Analyses included Kaplan-Meier curves and adjusted Cox regressions for drug discontinuation. 1222 new biological DMARD (TNFi [n = 954], IL-17i [n = 190]) or JAKi (n = 78) treatments were reported. The median drug survival was 31 months for TNFi, 25 for IL-17i, and 18 for JAKi. The corresponding 2-year drug survival rate was 79.6%, 72.6%, and 62.8% for TNFi, IL-17i, and JAKi, respectively. The probability for discontinuation for JAKi was significantly higher compared with TNFi (HR 1.91 [95% CI 1.22-2.99]) as well as for IL-17i compared with TNFi (HR 1.43 [95% CI 1.02-2.01]), possibly related to more frequent use of TNFis as first-line therapy. IL-17i and JAKi discontinuation probabilities were similar. Primary non-response was the reason for drug discontinuation in most cases across all MoA. TNFi treatment might persist longer than JAKi and IL-17i in German axSpA outpatients, possibly related to more severe or refractory disease in patients with JAKi-treated or IL-17i-treated axSpA.


Assuntos
Espondiloartrite Axial , Interleucina-17 , Inibidores de Janus Quinases , Inibidores do Fator de Necrose Tumoral , Humanos , Estudos Retrospectivos , Interleucina-17/antagonistas & inibidores , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Inibidores de Janus Quinases/uso terapêutico , Inibidores do Fator de Necrose Tumoral/uso terapêutico , Espondiloartrite Axial/tratamento farmacológico , Antirreumáticos/uso terapêutico , Alemanha , Fatores de Tempo , Resultado do Tratamento
3.
J Med Internet Res ; 25: e50886, 2023 11 28.
Artigo em Inglês | MEDLINE | ID: mdl-38015608

RESUMO

BACKGROUND: Rapid digitalization in health care has led to the adoption of digital technologies; however, limited trust in internet-based health decisions and the need for technical personnel hinder the use of smartphones and machine learning applications. To address this, automated machine learning (AutoML) is a promising tool that can empower health care professionals to enhance the effectiveness of mobile health apps. OBJECTIVE: We used AutoML to analyze data from clinical studies involving patients with chronic hand and/or foot eczema or psoriasis vulgaris who used a smartphone monitoring app. The analysis focused on itching, pain, Dermatology Life Quality Index (DLQI) development, and app use. METHODS: After extensive data set preparation, which consisted of combining 3 primary data sets by extracting common features and by computing new features, a new pseudonymized secondary data set with a total of 368 patients was created. Next, multiple machine learning classification models were built during AutoML processing, with the most accurate models ultimately selected for further data set analysis. RESULTS: Itching development for 6 months was accurately modeled using the light gradient boosted trees classifier model (log loss: 0.9302 for validation, 1.0193 for cross-validation, and 0.9167 for holdout). Pain development for 6 months was assessed using the random forest classifier model (log loss: 1.1799 for validation, 1.1561 for cross-validation, and 1.0976 for holdout). Then, the random forest classifier model (log loss: 1.3670 for validation, 1.4354 for cross-validation, and 1.3974 for holdout) was used again to estimate the DLQI development for 6 months. Finally, app use was analyzed using an elastic net blender model (area under the curve: 0.6567 for validation, 0.6207 for cross-validation, and 0.7232 for holdout). Influential feature correlations were identified, including BMI, age, disease activity, DLQI, and Hospital Anxiety and Depression Scale-Anxiety scores at follow-up. App use increased with BMI >35, was less common in patients aged >47 years and those aged 23 to 31 years, and was more common in those with higher disease activity. A Hospital Anxiety and Depression Scale-Anxiety score >8 had a slightly positive effect on app use. CONCLUSIONS: This study provides valuable insights into the relationship between data characteristics and targeted outcomes in patients with chronic eczema or psoriasis, highlighting the potential of smartphone and AutoML techniques in improving chronic disease management and patient care.


Assuntos
Eczema , Aplicativos Móveis , Psoríase , Dermatopatias , Humanos , Estudos Retrospectivos , Prurido , Doença Crônica , Aprendizado de Máquina , Dor
4.
Int Arch Allergy Immunol ; 181(7): 529-535, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32460300

RESUMO

BACKGROUND: Hymenoptera venom allergy (HVA) has a prevalence of 3% in adults. Although patients have no ongoing symptoms, they often suffer from an impairment of their psychological well-being and quality of life. OBJECTIVE: The aim of this study was to analyze sex-specific differences regarding the psychological burden caused by this allergy and handling of the emergency medication. METHOD: Study participants filled out a questionnaire including sociodemographic and disease-specific characteristics, the Hospital Anxiety and Depression Score (HADS), and theoretical knowledge about the emergency medication set (EMS). Additionally, an objective structured clinical examination was used to assess practical knowledge and handling of the EMS. RESULTS: Fifty-six patients were included (55.4% females). Female patients showed higher subjective anxiety levels due to HVA compared to men (mean 7.2 vs. 4.6, p = 0.0003). Furthermore, the HADS revealed that women had a significant higher anxiety level, especially after Mueller grade I-II anaphylactic reactions (mean 6.3 vs. 2.8, p = 0.0134). This was associated with a higher theoretical but not practical knowledge about their disease. On the other hand, males were less inclined to carry the emergency medication "always" or "almost always" (56 vs. 87.1%, p = 0.0015) but showed higher self-assurance in using it (mean 7.3 vs. 6.1, p = 0.0446). CONCLUSIONS: This clinical study provides evidence for sex differences in coping with HVA. The results suggest that females should be monitored more closely for allergy-associated anxiety symptoms, while men need more encouragement to carry the emergency medication.


Assuntos
Anafilaxia/etiologia , Venenos de Artrópodes/efeitos adversos , Venenos de Artrópodes/imunologia , Conhecimentos, Atitudes e Prática em Saúde , Hipersensibilidade/imunologia , Mordeduras e Picadas de Insetos/complicações , Adulto , Anafilaxia/prevenção & controle , Animais , Ansiedade/etiologia , Broncodilatadores/uso terapêutico , Epinefrina/uso terapêutico , Feminino , Humanos , Hipersensibilidade/psicologia , Mordeduras e Picadas de Insetos/imunologia , Masculino , Pessoa de Meia-Idade , Angústia Psicológica , Fatores Sexuais
6.
Semin Immunol ; 27(4): 249-56, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26303100

RESUMO

It is becoming increasingly accepted that macrophages play a crucial role in many diseases associated with chronic inflammation, including atherosclerosis, obesity, diabetes, cancer, skin diseases, and even neurodegenerative diseases. It is therefore not surprising that macrophages in human diseases have gained significant interest during the last years. Molecular analysis combined with more sophisticated murine disease models and the application of genome-wide technologies has resulted in a much better understanding of the role of macrophages in human disease. We highlight important gain of knowledge during the last years for tumor-associated macrophages, and for macrophages in atherosclerosis, obesity and wound healing. Albeit these exciting findings certainly pave the way to novel diagnostics and therapeutics, several hurdles still need to be overcome. We propose a general outline for future research and development in disease-related macrophage biology based on integrating (1) genome-wide technologies, (2) direct human sampling, and (3) a dedicated use of in vivo model systems.


Assuntos
Inflamação/imunologia , Ativação de Macrófagos , Animais , Aterosclerose/imunologia , Epigênese Genética , Genoma Humano , Genômica , Humanos , Neoplasias/imunologia , Obesidade/imunologia , Cicatrização
7.
BMC Public Health ; 19(1): 1535, 2019 Nov 19.
Artigo em Inglês | MEDLINE | ID: mdl-31744488

RESUMO

BACKGROUND: Psoriasis is a chronic inflammatory skin disease associated with a reduced life-quality. Severe disease forms put the patients at risk for life-treating cardiovascular events, metabolic, and other immune-mediated disorders. Psoriasis patients are often not sufficiently informed about their condition leading to suboptimal treatment adherence and, consequently, worse patient outcome. We investigated the value of an educational program on knowledge and self-expertise about the disease in psoriasis patients in general and dependent on age and disease duration. METHODS: Regular visit psoriasis-patients were asked to participate and choose to receive an additional educational program or not. Participating patients (n = 53) filled out two questionnaires: one at study inclusion and one at the next regular visit or after the absolved educational program. Surveys included disease knowledge assessment and numeric rating scales (0-10) for self-expertise about the disease, therapy adherence, and therapy satisfaction. The Dermatology Life Quality Index (DLQI) was used to investigate the quality of life. All continuous parameters were examined for statistically significant differences by paired t-test or unpaired t-test. Continuous parameters without Gaussian distribution were analyzed with the Wilcoxon matched pairs test or the Mann-Whitney test. For all categorical parameters, Fisher's exact test was used. RESULTS: Patients who chose to be educated (n = 24) showed a significant increase in knowledge, self-expertise about the disease and amelioration of general health. No positive short-term effects were seen on the quality of life and therapy adherence. Analyzing the effect of age and disease duration, the educational program led to significant improvement of the emotional well-being in older patients (≥50 years) and with a longer disease duration as well as significant amelioration of the self-expertise about psoriasis in younger patients (< 50 years). CONCLUSIONS: Patients who chose to participate in an educational program show a higher gain in knowledge and self-expertise about the psoriatic disease. Educational program thus might have a positive effect on the long-term management of psoriasis. Further long-term studies are needed to provide evidence for the influence educational programs have on outcome, quality of life, and treatment adherence of psoriatic patients. TRIAL REGISTRATION: Deutsches Register Klinischer Studien DRKS00017318 (09.10.2019), retrospectively registered.


Assuntos
Aceitação pelo Paciente de Cuidados de Saúde/psicologia , Educação de Pacientes como Assunto/métodos , Psoríase/psicologia , Qualidade de Vida , Adulto , Idoso , Doença Crônica , Feminino , Conhecimentos, Atitudes e Prática em Saúde , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Avaliação de Programas e Projetos de Saúde , Estudos Prospectivos , Inquéritos e Questionários
8.
J Dtsch Dermatol Ges ; 17(5): 503-516, 2019 May.
Artigo em Inglês | MEDLINE | ID: mdl-30994260

RESUMO

BACKGROUND: Palmoplantar pustulosis (PPP) is a chronic inflammatory skin disease-related to psoriasis. Its treatment is challenging, and little is known about the sustainability of different medications. The aim of this study was to analyze drug survival rates and drug discontinuation in the treatment of PPP under real-world conditions. PATIENTS AND METHODS: Patients with PPP treated in the dermatology departments of five German university medical centers between 01/2005 and 08/2017 were included in our retrospective study. Drug survival of systemic therapies was assessed with Kaplan-Meier analysis and multivariate regression. RESULTS: Overall, 347 patients with 935 treatment courses were identified. Within the group of non-biologic systemic agents, apremilast showed the highest median drug survival (15 months), followed by cyclosporine (12 months), the combination of acitretin and topical PUVA (9 months), MTX (8 months), acitretin monotherapy (6 months), alitretinoin (5 months), and fumaric acid esters (3 months). Among biologicals, the highest maintenance rate was detected for certolizumab pegol (restricted mean: 47.4 months), followed by infliximab (median: 26 months), golimumab (22 months), ustekinumab (21 months), adalimumab (18 months), secukinumab (9 months), and etanercept (8 months). CONCLUSIONS: Biologicals and apremilast may serve as second-line options for treatment of PPP and should be further evaluated.


Assuntos
Fármacos Dermatológicos/uso terapêutico , Substituição de Medicamentos , Psoríase/tratamento farmacológico , Adulto , Produtos Biológicos/uso terapêutico , Feminino , Dermatoses do Pé/tratamento farmacológico , Dermatoses da Mão/tratamento farmacológico , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Terapia PUVA/métodos , Terapia PUVA/estatística & dados numéricos , Estudos Retrospectivos , Fatores de Tempo , Resultado do Tratamento
9.
Int Arch Allergy Immunol ; 176(2): 150-156, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29768265

RESUMO

BACKGROUND: Insect venom allergy is common and greatly impairs patients' quality of life. Additionally, low compliance with carrying emergency medication is reported. The aim of our study was to analyze the disease burden, levels of anxiety and depression, and to evaluate attitudes towards the set of emergency medication in affected patients. METHODS: Between April 2016 and January 2017, patients ≥18 years visiting our department because of an insect venom allergy were asked to complete a paper-based questionnaire. The questionnaire assessed willingness to pay (WTP), the Hospital Anxiety and Depression Scale (HADS), subjective anxiety levels, willingness to carry the set of emergency medication, self-assurance in using it, compliance with carrying it, and reasons for not always carrying it. RESULTS: 55 patients (81.8% wasp allergy) were included. On average, WTP for a complete cure was EUR 1,727 (median: 500). Using the HADS, 14.5% showed definite anxiety disorders while 5.5% had significant depression disorders. Most patients stated to carry the emergency medication "always" (25.5%) or "almost always" (47.3%). "Forgetfulness" (36.4%) was reported as the main reason for not always carrying the medication, followed by "too big" (18.2%). CONCLUSIONS: In our patient cohort, insect venom allergy was associated with a moderate disease burden and a good compliance with carrying the emergency medication. However, several of our participants demonstrated borderline or significant anxiety and/or depression disorders. In this regard, this study highlights the necessity to regularly ask the patient about the psychological well-being to identify patients needing psychological support.


Assuntos
Atitude Frente a Saúde , Hipersensibilidade/etiologia , Mordeduras e Picadas de Insetos/complicações , Venenos de Vespas/imunologia , Adulto , Idoso , Ansiedade/epidemiologia , Efeitos Psicossociais da Doença , Depressão/epidemiologia , Emergências , Feminino , Humanos , Hipersensibilidade/psicologia , Masculino , Pessoa de Meia-Idade , Cooperação do Paciente
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