Chao-Kuei Juan’s research while affiliated with Taichung Veterans General Hospital and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (38)


Fig 1. Flow chart of the patient selection. Abbreviation: PsO, psoriasis; RA, rheumatoid arthritis; AS, ankylosing spondylitis; JIA, juvenile idiopathic arthritis; IBD, inflammatory bowel diseases; HS, hidradenitis suppurativa; CVDs, cardiovascular diseases; HCOs, healthcare organizations. https://doi.org/10.1371/journal.pmed.1004591.g001
Fig 2. Cumulative incidence of any cardiovascular diseases in the BIO-cohort vs. the Non-BIO-cohort. The differences between the two study cohorts were determined by log-rank test. Abbreviation: BIO., biologic cohort; Non-BIO., non-biologic cohort. https://doi.org/10.1371/journal.pmed.1004591.g002
Cardiovascular disease risk in patients with psoriasis receiving biologics targeting TNF-α, IL-12/23, IL-17, and IL-23: A population-based retrospective cohort study
  • Article
  • Full-text available

April 2025

·

6 Reads

Teng-Li Lin

·

Yi-Hsuan Fan

·

Kuo-Sheng Fan

·

[...]

·

Background Psoriasis is associated with various cardiovascular diseases (CVDs). The aim of this study was to compare the risk of CVD in patients with psoriasis who were prescribed biologics or oral therapies, and to assess the association between different classes of biologics and CVD risk. Methods and Findings This retrospective cohort study utilized the TriNetX Global Collaborative Network (2014–2025). Patients with psoriasis newly prescribed biologics (BIO-cohort) and those newly initiating oral anti-psoriatic drugs without biologic exposure (Non-BIO-cohort) were enrolled. A propensity score-matched analysis was conducted, accounting for age, sex, race, comorbidities, body mass index, serum lipid profile, and inflammatory marker levels. Cardiovascular risk was compared between the BIO- and Non-BIO-cohorts using Cox regression to calculate hazard ratios (HRs) with 95% confidence intervals (CIs). After matching, each cohort comprised 12,732 patients, with approximately 50% being female, a mean age of 57 years, and 55% identifying as White. The 5-year cumulative incidence of any CVDs was significantly lower in the BIO-cohort (10.68%; 95% CI [10.03%, 11.36%]) than in the Non-BIO-cohort (16.17%; 95% CI: [15.34%, 17.05%]) ( p < 0.001). The BIO-cohort had attenuated risks of any CVDs (HR 0.621; 95% CI [0.571, 0.676]), cerebrovascular diseases (HR 0.616; 95% CI [0.519, 0.731]), arrhythmias (HR 0.632; 95% CI [0.565, 0.706]), inflammatory heart diseases (HR 0.566; 95% CI [0.360, 0.891]), ischemic heart diseases (HR 0.579; 95% CI [0.465, 0.721]), heart failure (HR 0.637; 95% CI [0.521, 0.780]), non-ischemic cardiomyopathy (HR 0.654; 95% CI [0.466, 0.918]), thrombotic disorders (HR 0.570; 95% CI [0.444, 0.733]), peripheral arterial occlusive diseases (HR 0.501; 95% CI [0.383, 0.656]), and major adverse cardiac events (HR 0.697; 95% CI [0.614, 0.792]). Receiving only anti-tumor necrosis factor (TNF)-α (HR 0.886; 95% CI [0.807, 0.973]), anti-interleukin (IL)-17 (HR 0.724; 95% CI [0.599, 0.875]), or anti-IL-23 (HR 0.739; 95% CI [0.598, 0.914]) was associated with reduced risks of any CVDs, whereas no significant association was observed for only anti-IL-12/23 (HR 0.915; 95% CI [0.742, 1.128]). This risk reduction remained consistent across various subgroups, including age (≤45 or >45 years), sex (male or female), regions of research data (the United States, Europe, Middle East and Africa, and Asia-Pacific), and comorbidities (psoriatic arthritis, hypertension, diabetes, hyperlipidemia, overweight or obesity). Eight sensitivity analyses, such as extending the washout period or tightening medication definitions, validated our findings. The main limitation of our study is the observational design, which can only establish associations, not causation. Conclusions Patients with psoriasis prescribed biologics exhibited a lower risk of CVDs versus those on oral therapy. Anti-TNF-α, anti-IL-17, and anti-IL-23 were associated with decreased cardiovascular hazards, while anti-IL-12/23 was not.

Download




The micro-average ROC curves of SkinFLNet. The evaluation results of three dermatologists are plotted with their average performance (green and orange cross symbols).
Skin cancer identification system.
Deep convolutional neural network with fusion strategy for skin cancer recognition: model development and validation

October 2023

·

59 Reads

·

7 Citations

We aimed to develop an accurate and efficient skin cancer classification system using deep-learning technology with a relatively small dataset of clinical images. We proposed a novel skin cancer classification method, SkinFLNet, which utilizes model fusion and lifelong learning technologies. The SkinFLNet's deep convolutional neural networks were trained using a dataset of 1215 clinical images of skin tumors diagnosed at Taichung and Taipei Veterans General Hospital between 2015 and 2020. The dataset comprised five categories: benign nevus, seborrheic keratosis, basal cell carcinoma, squamous cell carcinoma, and malignant melanoma. The SkinFLNet's performance was evaluated using 463 clinical images between January and December 2021. SkinFLNet achieved an overall classification accuracy of 85%, precision of 85%, recall of 82%, F-score of 82%, sensitivity of 82%, and specificity of 93%, outperforming other deep convolutional neural network models. We also compared SkinFLNet's performance with that of three board-certified dermatologists, and the average overall performance of SkinFLNet was comparable to, or even better than, the dermatologists. Our study presents an efficient skin cancer classification system utilizing model fusion and lifelong learning technologies that can be trained on a relatively small dataset. This system can potentially improve skin cancer screening accuracy in clinical practice.




Fracture risks in patients with atopic dermatitis: A nationwide matched cohort study

September 2021

·

32 Reads

·

12 Citations

Annals of Allergy Asthma & Immunology

Background The risk of osteoporosis has been explored in atopic dermatitis (AD). The long-term risk of fractures in AD patients and the effects of various AD treatment on bone health remain to be elucidated. Objective To examine the long-term risk of fractures in AD patients. Methods This nationwide matched cohort study was conducted using the Taiwan's National Health Insurance Research Database, for the period 1997 to 2013. A total of 36,855 AD patients and 147,420 reference subjects without AD were identified. Demographic characteristics and comorbidities were compared, and cumulative incidence of fractures was examined. Adjusted hazard ratios for fracture risks of AD and various AD treatment were calculated using Cox proportional hazard model. Results: A total of 1,518 patients (4.12%) in the AD cohort and 5,579 patients (3.78%) in the reference cohort had fractures (p=.003). The mean ages were 22.6 years in both groups. The 16-year cumulative incidence of fractures in the AD cohort (8.043%) was significantly higher than that in the reference cohort (7.366%) (p=.002). Severe AD (adjusted hazard ratio [aHR] 1.31, 95% confidence interval [CI] 1.08-1.59) was independently associated with fractures. Other independent risk factors included exposure to topical (aHR 1.21, 95% CI 1.05-1.39) or systemic corticosteroids (≥10 mg/day, aHR 1.62, 95% CI 1.38-1.91). Use of disease modifying antirheumatic drugs (aHR 0.71, 95% CI 0.53-0.90) and phototherapy (aHR 0.73, 95% CI 0.56-0.95) were associated with a lower risk of fractures. The results were consistent across sensitivity analyses. Conclusion AD patients have a higher incidence of fractures. Severe AD is independently associated with fractures.


Ultrasound-aided diagnosis of preclinical phases of psoriatic arthritis in biologic-naïve psoriasis patients with or without arthralgia

August 2021

·

55 Reads

·

5 Citations

Clinical and Experimental Rheumatology

Objectives: The evolution of psoriasis (PsO) to psoriatic arthritis (PsA) has been proposed recently. There are three phases that occur in sequence prior to classifiable PsA: PsO patients, PsO patients with a positive imaging, and PsO patients with arthralgia not explained by other diagnosis. The purpose of this study was to compare the differences among preclinical phases using ultrasound and clinical assessment. Methods: Patients with psoriasis were recruited. Patients who had been previously diagnosed with psoriatic arthritis or who had used biologics were excluded. A 52-joint ultrasound (52j US) assessment and clinical assessments including the swollen joint count, tender joint count, erythrocyte sediment rate, C-reactive protein, dactylitis score, enthesitis score, psoriasis severity, and nail psoriasis severity, were performed. Results: A total of 188 eligible psoriasis patients were enrolled. Physical examination revealed 39 patients (20%) with at least one swollen joint. The 52j US assessment demonstrated 90 patients (47%) having at least one joint with grey-scale score 2-3. All patients were further stratified into PsO patients (n=58), PsO patients with a positive imaging, (n=59), PsO patients with arthralgia not explained by other diagnosis (n=27), and classifiable PsA (n=39). There were no differences in clinical characteristics other than tender joint count found among the three preclinical phases of PsA. Dactylitis score, swollen joint count and heatly assessment questionnaire score were significantly higher in classifiable PsA. Conclusions: Nearly half of the psoriasis patients without previously diagnosed psoriatic arthritis would be classified into the preclinical phases of psoriatic arthritis based on the 52j US and clinical assessments. Ultrasound assessment is helpful for identifying psoriasis patients who are in the preclinical phases of psoriatic arthritis, particularly for those without arthralgia.


Long-Term Risk of Autoimmune Diseases other than Systemic Lupus Erythematosus in Cutaneous Lupus Erythematosus-Alone Patients: A 10-Year Nationwide Cohort Study

June 2021

·

19 Reads

·

4 Citations

Dermatology

Background: Up to 25% of patients with cutaneous lupus erythematosus (CLE) can develop systemic lupus erythematosus (SLE). However, the risk of autoimmune diseases other than SLE in CLE patients who have only skin manifestations (CLE-alone) has rarely been explored. Objective: To investigate the long-term risk and independent factors of non-SLE autoimmune diseases among CLE-alone patients. Method: A nationwide cohort study using the Taiwanese National Health Insurance Research Database 1997-2013. CLE patients and matched subjects were included. Cumulative incidences of autoimmune diseases after 1 year of CLE-alone diagnosis were compared. Cox proportional hazard model was also performed. Results: A total of 971 CLE-alone patients and 5,175 reference subjects were identified. The 10-year cumulative incidence of autoimmune diseases other than SLE was significantly elevated in the CLE-alone cohort (9.00%, 95% confidence interval [CI] 6.72-11.29) than in the reference cohort (4.20%, 95% CI 3.53-4.87%) (p < 0.001). CLE-alone was independently associated with non-SLE autoimmune diseases (adjusted hazard ratio 1.55, 95% CI 1.10-2.18). Among CLE-alone patients, females and those taking long-term systemic corticosteroids (a proxy for extensive disease) were associated with non-SLE autoimmune diseases after adjusting for the number of repeated autoimmune laboratory tests. Conclusion: CLE-alone is independently associated with future non-SLE autoimmune diseases.


Citations (18)


... In AD, the atopic march or atopic trajectories only occur in a subset of patientsapproximately two-thirds-with the risk being higher in children who produce IgE antibodies in response to environmental triggers [63,105]. By blocking both IL-4 and IL-13 signaling, dupilumab has shown significant potential for disease modification in AD. ...

Reference:

Interleukin-4 and Atopic Dermatitis: Why Does it Matter? A Narrative Review
Reduced atopic march risk in pediatric atopic dermatitis patients prescribed dupilumab versus conventional immunomodulatory therapy: A population-based cohort study
  • Citing Article
  • June 2024

Journal of the American Academy of Dermatology

... All models' individual F1 scores for each class and the global system varied from 81.36% to 94.17%. Furthermore, Juan et al. [13] has presented SkinFLNet, a revolutionary skin cancer classification approach that makes use of model fusion and lifetime learning technology. The SkinFLNet's deep convolutional neural networks were trained on a dataset of 1,215 clinical pictures of skin malignancies diagnosed at Taichung and Taipei Veterans General Hospitals from 2015 to 2020. ...

Deep convolutional neural network with fusion strategy for skin cancer recognition: model development and validation

... Crude IRs for several disease events were higher in the systemics subgroup versus the TCS/TCI only subgroup; of note, data collection occurred prior to the introduction of systemic Janus kinase (JAK) inhibitors for the treatment of AD. Our findings complement recent UK, US, and Taiwan cohortbased studies of EHR and claims data [15, 18-20, 21-25, 29, 33], which is reassuring given the inherent differences in data captured by claims (i.e., coverage decisions, resource utilization) and EHR databases (i.e., clinical decisions, practice notes, and geographic variation in coverage) [34]. Although phototherapy is not commonly prescribed for AD, we included a phototherapy subgroup in our analyses as it was recommended as a second-line treatment by relevant clinical guidelines at the time of the study [33]. ...

Fracture risks in patients with atopic dermatitis: A nationwide matched cohort study
  • Citing Article
  • September 2021

Annals of Allergy Asthma & Immunology

... The mean MASES score between psoriasis and control cases was statistically significant with the setting of a cutoff of 11 that can differentiate between a patient with clinically significant enthesopathy and those with non-inflammatory enthesopathy. Yen et al. in 2021, using ultrasound imaging, managed to diagnose 47% of psoriasis patients with preclinical stages of PsA [44]. There are also differences in the thickness of the entheses between patients with PsA and those with psoriasis, the greatest thickness was found in enthesis with erosions. ...

Ultrasound-aided diagnosis of preclinical phases of psoriatic arthritis in biologic-naïve psoriasis patients with or without arthralgia
  • Citing Article
  • August 2021

Clinical and Experimental Rheumatology

... Bu nedenle çalışmamızın sonuçlarının, DLE hastalarının takibinde yol gösterici olacağını düşünmekteyiz. destek ve çıkar ilişkisi Çalışmayı maddi olarak destekleyen kişi/kuruluş yoktur ve yazarların herhangi bir çıkar dayalı ilişkisi yoktur Kaynaklar Tablo 2. Literatürle karşılaştırmalı olarak, çalışmamızda SLE'ye ilerleyen hastaların klinik ve laboratuvar özellikleri DLE'den SLE'ye ilerleyen hastaların klinik ve laboratuvar özellikleri ve literatür[2,9,17] Trombositopeni, -Artmış anti-Smith antikoru -Periungual tutulum -Artmış anti-çift sarmalı DNA antikoru -Artralji (p:0,026) -Artmış sedimentasyon hızı (p:0,025) -Artmış ANA düzeyi (p:0,024) -Benekli tarzda ANA -Anti SS-A pozitifliği (p:0,000) -SLE dışı otoimmun hastalık öyküsü (p:0,021) ...

Long-Term Risk of Autoimmune Diseases other than Systemic Lupus Erythematosus in Cutaneous Lupus Erythematosus-Alone Patients: A 10-Year Nationwide Cohort Study
  • Citing Article
  • June 2021

Dermatology

... Atopic dermatitis increased BP risk by 76% [105]. Additionally, a preexisting diagnosis of asthma, allergic rhinitis, or ulcerative colitis increases the likelihood of developing BP [106][107][108]. Although cases of BP have been reported in patients with Graves' disease, cutaneous Crohn disease, systemic lupus erythematosus, rheumatoid arthritis, and pernicious anemia, large-scale studies on these associations are lacking [109][110][111][112][113][114]. ...

Association between inflammatory bowel disease and bullous pemphigoid: a population-based case–control study

... Superficial CD34-positive fibroblastic tumor (SCPFT) is a rare low-grade mesenchymal neoplasm that was recently recognized in 2014. To our knowledge, less than 100 cases have been reported in the literature with very few reports on the atypical presentation of SCPFT in a background of a myxoid stroma [1,2]. Most cases are diagnosed in middle-aged adults, an age range of 20-75 years with a mild male predominance. ...

Superficial CD34-Positive Fibroblastic Tumor: A Case Report and Review of the Literature
  • Citing Article
  • January 2019

American Journal of Dermatopathology