Developing prompts from large language model for extracting clinical information from pathology and ultrasound reports in breast cancer

Purpose@#We aimed to evaluate the time and cost of developing prompts using large language model (LLM), tailored to extract clinical factors in breast cancer patients and their accuracy. @*Materials and Methods@#We collected data from reports of surgical pathology and ultrasound from breast cancer patients who underwent radiotherapy from 2020 to 2022. We extracted the information using the Generative Pre-trained Transformer (GPT) for Sheets and Docs extension plugin and termed this the “LLM” method. The time and cost of developing the prompts with LLM methods were assessed and compared with those spent on collecting information with “full manual” and “LLM-assisted manual” methods. To assess accuracy, 340 patients were randomly selected, and the extracted information by LLM method were compared with those collected by “full manual” method. @*Results@#Data from 2,931 patients were collected. We developed 12 prompts for Extract function and 12 for Format function to extract and standardize the information. The overall accuracy was 87.7%. For lymphovascular invasion, it was 98.2%. Developing and processing the prompts took 3.5 hours and 15 minutes, respectively. Utilizing the ChatGPT application programming interface cost US $65.8 and when factoring in the estimated wage, the total cost was US $95.4. In an estimated comparison, “LLM-assisted manual” and “LLM” methods were time- and cost-efficient compared to the “full manual” method. @*Conclusion@#Developing and facilitating prompts for LLM to derive clinical factors was efficient to extract crucial information from huge medical records. This study demonstrated the potential of the application of natural language processing using LLM model in breast cancer patients. Prompts from the current study can be re-used for other research to collect clinical information.

Two Cases of Mycosis Fungoides Diagnosed during Dupilumab Treatment / 대한피부과학회지

Dupilumab, a human monoclonal antibody targeting the interleukin-4 receptor α, has exhibited rapid and remarkable therapeutic efficacy in numerous clinical trials focusing on moderate-to-severe atopic dermatitis and prurigo nodularis. Nonetheless, instances of mycosis fungoides have been reported in patients undergoing dupilumab treatment for atopic dermatitis. We present two cases: a 36-year-old woman and a 64-year-old man who presented to our dermatology clinic with erythematous papules and plaques. Following skin biopsy, both patients were diagnosed with chronic eczematous dermatitis with prurigo. Erythematous plaques notably increased after 9 months and 1 month of dupilumab treatment, respectively. Subsequent biopsies confirmed histopathological markers consistent with mycosis fungoides. The first patient underwent chemotherapy for lymph node metastasis, while the second received oral acitretin, narrow-band ultraviolet B, and topical corticosteroids.

A Case of Acanthosis Nigricans with Hypochondroplasia due to FGFR3 Gene (p.Lys650Thr) Mutation / 대한피부과학회지

Acanthosis nigricans (AN) is characterized by velvety hyperpigmented plaques, usually observed in skin folds. The different types of the condition include obesity-associated, syndromic, drug-induced, malignancy-related, and other types of AN. AN, an FGFR3 gene mutation-related disease, is associated with varying degrees of skeletal disorders. FGFR3 gene mutations are known to cause excessive inhibition of chondrocyte growth and keratinocyte proliferation, which is responsible for AN development. To our knowledge, only a small number of cases of AN with hypochondroplasia due to FGFR3 gene mutation (p.Lys650Thr) have been described in the literature. However, there are no reports of genetically confirmed AN with hypochondroplasia in Korea. Physicians should consider syndromic AN when symptoms develop at an early age or when associated skeletal anomalies are present.

A Case of Plaque Psoriasis Associated with Myasthenia Gravis and Graves’ Disease / 대한피부과학회지

Psoriasis is a common immune-mediated skin disease. Myasthenia gravis and Graves’ disease are autoimmune diseases caused by autoantibodies against receptors located at the neuromuscular junction and thyroid-stimulating hormone receptor, respectively. A 29-year-old male presented with recurrent multiple erythematous scaly papules and plaques on his legs that had persisted for 3 years. A diagnosis of plaque psoriasis was made based on clinicopathological findings. The patient had a 26-year history of ocular myasthenia gravis, for which he had not been received any specific treatment. He also had a long history of Graves’ disease. To the best of our knowledge, psoriasis with myasthenia gravis and Graves’ disease has not been reported previously in the literature. Herein, we describe our examination of the causes of concurrent psoriasis, myasthenia gravis, and Graves’ disease.

A Case of Weathering Nodules of the Ear / 대한피부과학회지

Weathering nodules are benign skin conditions of the ear typically occurring in patients with a history of persistent sun exposure. Clinically, they appear as multiple localized, skin-colored to whitish papules or nodules in the ear helix. Histopathologically, weathering nodules are characterized by chondroid metaplasia with spurs of fibrous tissue extending upward from the disrupted perichondrium of the underlying pinna cartilage. We report the case of a 19-year-old man who presented with multiple localized whitish papules on the right ear helix for a month. The lesions were asymptomatic and accompanied by a blanch sign. Histopathological examination revealed chondroid metaplasia in the dermis, separate from the pinna cartilage. Based on the clinicopathological findings, weathering nodules of the ear was diagnosed.

A Case of Hystrix-Like Ichthyosis and Deafness Syndrome with a Rare Variant of Gap Junction Protein Beta 2 Gene Mutation / 대한피부과학회지

Hystrix-like ichthyosis and deafness (HID) syndrome is a rare ectodermal dysplasia characterized by erythrokeratoderma and hearing impairments. HID syndrome is a nonocular variant of keratitis ichthyosis deafness (KID) syndrome caused by an autosomal dominant mutation in the gap junction protein β 2 (GJB2) gene. The GJB2 gene encodes connexin 26, a transmembrane protein involved in cell–cell attachment in almost all tissues. We report a case of a 25-year-old man with generalized hyperkeratotic plaques, diffuse palmoplantar keratoderma, and nail deformities since birth. The patient also had a history of recurrent bacterial skin infections in the existing hyperkeratotic lesions. Histopathological examination revealed compact hyperkeratosis and irregular acanthosis in the epidermis, along with upper dermal lymphocytic infiltration. Audiometry revealed high-frequency sensorineural hearing loss. Genetic analysis revealed a missense mutation in the GJB2 gene. Based on clinicopathological findings and genetic testing, HID syndrome was diagnosed.

Serum calcification propensity and its association with biochemical parameters and bone mineral density in hemodialysis patients

T50 is a novel serum-based marker that assesses the propensity for calcification in serum. A shorter T50 indicates a greater propensity to calcify and has been associated with cardiovascular disease and mortality among patients with chronic kidney disease. The factors associated with T50 and the correlation between T50 and bone mineral density (BMD) are unknown in hemodialysis (HD) patients. Methods: This cross-sectional study included 184 patients undergoing HD. Individuals were grouped into tertiles of T50 to compare the demographic and disease indicators of the tertiles. Linear regression was used to evaluate the association between T50 and hip and spinal BMD in a multivariate model. Results: Mineral and inflammatory parameters, including serum phosphate (r = –0.156, p = 0.04), albumin (r = 0.289, p < 0.001), and high-sensitivity C-reactive protein (r = –0.224, p = 0.003) levels, were associated with T50. We found a weak association between T50 and BMD in the total hip area in the unadjusted model (β = 0.030, p = 0.04) but did not find a statistically significant association with the total hip (β = 0.017, p = 0.12), femoral neck (β = –0.001, p = 0.96), or spinal BMD (β = 0.019, p = 0.33) in multivariable-adjusted models. Conclusion: T50 was moderately associated with mineral and inflammatory parameters but did not conclusively establish an association with BMD in HD patients. Broad-scale future studies should determine whether T50 can provide insights into BMD beyond traditional risk factors in this population.

Change in the Usage of Complementary and Alternative Medicine in the Era of Biologics Among Korean Patients With Psoriasis

Background@#Patients with long-standing psoriasis who are not treated with conventional medicine seek complementary and alternative medicine (CAM). The biological revolution in the field of psoriasis since the late 2000s has progressed, expecting clearance or almost clearance of the disease. The frequency and type of CAM usage may have changed after these advances. We aimed to investigate changes in CAM use in Korean patients with psoriasis before and after the prevalent use of biologics. @*Methods@#Patients with psoriasis who visited Pusan National University Hospitals (Busan and Yangsan) between March 2020 and June 2022 were made to complete a face-to-face structured questionnaire. These results were compared with our previous study conducted approximately 10 years ago. @*Results@#In total, 207 patients were included. Compared with the previous results, the frequency of CAM use (67.6%) increased (P < 0.001). Oriental medicine (67.1%) has most commonly been used, followed by health supplements and bath therapy. The biggest reason for using CAM was “to try all the potential treatments.” Meanwhile, negative concerns about conventional medicine (13.5%) significantly decreased during the 10-year period (P < 0.001). @*Conclusion@#Although treatment efficacy has increased with biologics development, CAM usage remains prevalent among Korean patients with psoriasis. Therefore, dermatologists need more efforts to improve patients’ understanding of conventional medicine, including biologics.

A Case of Variant Turner Syndrome with Multiple Café-au-lait Spots / 대한피부과학회지

The phenotypic variability of variant Turner syndrome is wide, ranging from characteristic clinical features to those that are hardly distinguishable from the general population. A 4-year-old girl presented with multiple brownish macules and patches on the trunk and upper extremities as well as axillary freckles. Exome sequencing and chromosomal microarray testing revealed a microdeletion at Xp22.33p22.11 leading to a diagnosis of Turner syndrome. Here we describe an unusual case of variant Turner syndrome with multiple café-au-lait spots.

Impact of Postmastectomy Radiation Therapy on Breast Cancer Patients According to Pathologic Nodal Status after Modern Neoadjuvant Chemotherapy / Journal of the Korean Cancer Association, 대한암학회지

Purpose@#The utility of postmastectomy radiation therapy (PMRT) for breast cancer patients after neoadjuvant chemotherapy (NAC) is highly controversial. This study evaluated the impact of PMRT according to pathologic nodal status after modern NAC. @*Materials and Methods@#We retrospectively reviewed 682 patients with clinical stage II-III breast cancer who underwent NAC and mastectomy from 2013 to 2017. In total, 596 patients (87.4%) received PMRT, and 86 (12.6%) did not. We investigated the relationships among locoregional recurrence-free survival (LRRFS), disease-free survival (DFS), overall survival (OS), and various prognostic factors. Subgroup analyses were also performed to identify patients who may benefit from PMRT. @*Results@#The median follow-up duration was 67 months. In ypN+ patients (n=368, 51.2%), PMRT showed significant benefits in terms of LRRFS, DFS, and OS (all p < 0.001). In multivariate analyses, histologic grade (HG) III (p=0.002), lymphovascular invasion (LVI) (p=0.045), and ypN2-3 (p=0.02) were significant risk factors for poor LRRFS. In ypN1 patients with more than two prognostic factors among luminal/human epidermal growth factor receptor-2–negative subtype, HG I-II, and absence of LVI, PMRT had no significant effect on LRRFS (p=0.18). In ypN0 patients (n=351, 48.8%), PMRT was not significantly associated with LRRFS, DFS, or OS. However, PMRT showed better LRRFS in triple-negative breast cancer (TNBC) patients (p=0.03). @*Conclusion@#PMRT had a major impact on treatment outcomes in patients with residual lymph nodes following NAC and mastectomy. Among ypN0 patients, PMRT may be beneficial only for those with TNBC.

Unilateral Psoriasis on the Left Leg and Poliomyelitis of the Right Leg: A Case Report and Review of the Etiology

Psoriasis is a common immune-mediated, inflammatory skin disease. However, unilateral psoriasis is rare and few cases have been reported. A 59-year-old male with a polio-affected right leg presented with exfoliative skin on the left leg for three months. He had been treated under the diagnosis of contact dermatitis with secondary infection. After the exfoliative skin lesions improved, psoriatic papules were noted, which was ultimately diagnosed as psoriasis and successfully treated with topical steroid and vitamin D agents. We propose that the Koebner phenomenon has acted as the triggering and aggravating factor of unilateral psoriasis in this patient.

Which Areas Are Still Left in Biologics Responsive Korean Patients with Moderate to Severe Plaque Psoriasis

Background@#Psoriasis localized to certain body areas, such as the scalp, nails, palms, soles, intertriginous regions, and genital regions, is reportedly difficult to treat. @*Objective@#To investigate the biologics-resistant areas in South Korean patients with psoriasis treated with biologics. @*Methods@#The study included 50 patients with chronic moderate to severe plaque psoriasis from the Pusan National University Hospital and Chosun University Hospital between October 2019 and September 2020. The patients had at least one psoriatic lesion, were treated with biologics for more than six months, and exhibited a partial or good response (reaching a Psoriasis Area and Severity Index [PASI] score of 1~5 after biologics treatment). @*Results@#A total of 50 patients with psoriasis (32 male, mean±standard deviation 47.8±11 years), with a median PASI score of 1.8, were included. The most common biologics-resistant areas were the anterior lower leg (56.0%), followed by the knee (48.0%) and posterior lower leg (42.0%). The proportion of biologics-resistant areas were obtained for body regions traditionally considered as difficult-to-treat entities, including the fingernails (10.0%), toenails (14.0%), scalp (38.0%), palm (12.0%), sole (14.0%), and genital areas (10.0%). @*Conclusion@#This study determined the biologics-resistant areas in South Korean patients, successfully treated with biologics, in a real-world clinical setting.

Prescription Patterns of Topical Medications in Patients with Atopic Dermatitis: An Investigative Review Using Big Data from the National Health Insurance Corporation

Background@#Topical medications play a crucial role in the treatment of atopic dermatitis (AD). Topical corticosteroids (TCSs) remain the main treatment of choice and topical antibiotics have also been used. However, with the new topical calcineurin inhibitors (TCIs), the prescription patterns of topical agents have changed over time. @*Objective@#To characterize the prescription patterns of topical medications in Korean patients with AD. @*Methods@#We investigated topical medications prescribed to Korean patients with AD using the National Health Insurance Sharing System (NHISS) database over a 14-year period (2002~2015). Additionally, the potency of prescribed TCSs was compared with AD and psoriasis patients. @*Results@#The annual prescription of TCSs showed a slightly decreasing trend without significant change. In particular, in terms of steroid class, prescription of moderate-to-low potency TCSs were increased and the use of high potency TCSs were decreased. TCSs were the most commonly prescribed topical medications for AD. Tertiary hospitals had a higher prescription rate for TCIs than secondary or primary hospitals (16.2%, 3.1%, and 1.9%, respectively). Additionally, dermatologists prescribed TCIs more frequently than pediatricians and internists (4.3%, 1.2%, and 0.6%, respectively). Among TCSs, Class 5 was prescribed the most (40.6%) followed by Class 7, 6, 4, 3, 1, and 2. When we compared the potency of TCSs prescribed for AD with psoriasis patients, moderate-to-low-potency TCSs were more commonly prescribed in AD. @*Conclusion@#Prescription patterns of topical medications had changed from 2002 to 2015 and differed according to the type of institution and specialty of the physician.

Giant Cellulitis-Like Sweet Syndrome Following Varicose Vein Surgery: A Rare Variant of Sweet Syndrome Mimicking Cellulitis

Giant cellulitis-like Sweet syndrome (GCS) is the most recently defined variant of Sweet syndrome (SS) which could clinically mimic wide-spreading cellulitis. Although there has been only paucity of reports in the literature, it mostly appears at lower half of the body and histologically shows dense infiltration of neutrophils with occasional histiocytoid mononuclear cells. Although its exact etiology has not been clarified, abnormal conditions (e.g., infection, malignancy and drugs) could be related triggering factors and trauma itself can be one of the causative elements as a ‘pathergy phenomenon’. GCS could be confusing manifestation especially when appeared in postoperative condition. A 69-year-old female presented with an erythematous edematous papules and plaques on the right thigh after varicose vein surgery. Skin biopsy revealed diffuse neutrophilic infiltrates that was consistent with SS. To our knowledge, there has been no report of GCS as a postoperative complication after varicose vein surgery. Physicians should be aware of this uncommon reactive neutrophilic dermatoses mimicking infectious cutaneous disease.

An Open-Label, Multicentre, Observational, Post-Marketing Study to Monitor the Safety and Effectiveness of Umeclidinium/Vilanterol in Korean Patients / 결핵및호흡기질환

Background@#Umeclidinium/vilanterol (UMEC/VI; ANORO ELLIPTA, GSK) is a commonly used dual bronchodilator. This study evaluated the safety and effectiveness of UMEC/VI in Korean patients with chronic obstructive pulmonary disease (COPD) over a 6-year period. @*Methods@#This was an open-label, multicentre, observational, post-marketing surveillance study. A total of 3,375 patients were enrolled consecutively in 52 hospitals, by 53 physicians, between July 2014 and July 2020. Patients who were administered UMEC/VI (fixed-dose 62.5 μg/25 μg) at least once and were monitored for safety and effectiveness were included in the analysis. Incidence and severity of adverse events (AEs) reported after administrating at least one dose of UMEC/VI were monitored, including unexpected adverse events (UAEs) and adverse drug reactions (ADRs). Effectiveness of UMEC/VI after 24 weeks of administration was also assessed using physician’s evaluation (effective, ineffectiveo change, worsening, indeterminable) and lung function improvement. @*Results@#Of 3,375 patients, 3,086 were included in the safety assessment group (mean age±standard deviation: 69.76±8.80 years; 85.9% male [n=2,652]; 73.1% aged ≥65 years [n=2,255]). The overall incidence of AEs was 28.8% (n=890), of which 2.2% (n=67) were ADRs. Serious AEs and UAEs were reported in 181 (5.9%) and 665 (21.6%) patients, respectively, and two patients (<0.1%) reported unexpected severe ADR. Of the 903/3,086 patients analysed for effectiveness, most (82.8%, n=748) showed overall disease improvement after UMEC/VI treatment. @*Conclusion@#This study confirmed UMEC/VI administered to Korean patients according to the prescribing information was well-tolerated and can be considered an effective option for COPD treatment.

Relationship between the Prevalence of Dry Eye Syndrome and the Parity of Women Using KNHANES-V

Purpose@#We explored the relationship between dry eye syndrome (DES) and parity in women over 20 years of age. @*Methods@#We retrieved data from the Fifth Korean National Health and Nutrition Examination Survey. Of women over 20 years of age, 7,573 diagnosed with DES by ophthalmologists and 7,347 who self-diagnosed DES were included. We used logistic regression to explore the relationship between DES prevalence and parity, and the chi-squared test to compare differences in DES prevalence by someo children. @*Results@#On univariate logistic regression, the DES incidence was significantly affected by residential status, educational level, hours of sleep, and hyperlipidemia, osteoarthritis, thyroid disorder, and menopause status. We subjected these parameters (and age) to multivariate logistic regression. We found no significant relationship between the doctor-diagnosed DES rate and the number of children. Subjectively, the number of children significantly reduced the prevalence of self-diagnosed DES but not that diagnosed by ophthalmologists. The self-diagnosed DES prevalence was significantly lower in women with than without children. @*Conclusions@#The KNHANES-V data showed that the prevalence of self-diagnosed DES decreased with the number of children in women aged over 20 years. The prevalence of self-diagnosed DES in women with children was significantly less than that in women without children. However, we found no significant correlation between the number of children and DES status, because DES does not simply reflect poor tear secretion, being rather multifactorial.

Scar Sarcoidosis: A Retrospective Investigation into Its Peculiar Clinicopathologic Presentation

Background@#Scar sarcoidosis (SS), a rare form of cutaneous sarcoidosis, develops from preexisting scars. Owing to its rarity, the clinicopathologic features and its significance in clinical prognosis have been obscure. @*Objective@#This study aimed to investigate clinical, laboratory and histopathologic findings and to clarify characteristics associated with the development of SS and systemic involvement. @*Methods@#We retrospectively assessed clinical, laboratory and histopathologic findings of SS. Clinical factors including demographics, anatomic area, number of lesion (single, multiple), presence of symptoms, latent period, injury types related to scar and the proportion of systemic involvement were investigated. @*Results@#Of the 21 patients with SS, skin lesions appeared predominantly in females (85.7%) and in the head and neck (57.1%). The mean latent period was 163.5 months and 13 patients (61.9%) had multiple lesions. Injury types were varied, with no specific type identified as associated with SS. Histologically, discrete sarcoidal granulomas surrounded by densely packed collagen bundles with a thickening of numerous fibers were observed. Ten patients (47.6%) had systemic involvement and showed significantly more of the multiple lesions, longer latent period and higher level of mean serum angiotensin-converting enzyme than those without systemic involvement. @*Conclusion@#Various causes of scar were related to SS, but no specific injury type was identified as leading to SS. Although the exact pathomechanism remains unclear, the possibility of systemic involvement could be considered when the patients have multiple lesions, longstanding scars, and elevated serum angiotensin-converting enzyme.

Venous Insufficiency is a Clear Provoker of Pigmented Purpuric Dermatosis

Background@#Pigmented purpuric dermatosis (PPD) is a chronic disorder characterized by distinct petechial hemorrhage and brownish pigmentation. The cause of PPD is unclear, but several underlying conditions are associated with it. Previous reports suggest that venous insufficiency (VI) might be related to PPD; however, a clear correlation remains unelucidated. @*Objective@#To elucidate the causal relationship between PPD and VI. @*Methods@#A total 118 patients diagnosed with PPD in the Department of Dermatology, Pusan National University Hospital from November 2006 to July 2019 were retrospectively reviewed. Doppler ultrasonography of the lower extremities was performed in 56 PPD patients, who were then divided into two groups: PPD with and without VI. We compared the clinical features between the two groups. In the PPD with VI group, we assessed the correspondence ratios between PPD and VI lateralities, and between the PPD distribution and the veins involved. @*Results@#VI was detected in 35 of the 56 patients (62.5%). The PPD with VI group was significantly associated with wider distribution, darker coloration and longer disease duration. There was a positive correlation of laterality between PPD and VI, and between PPD distribution and the vein involved. @*Conclusion@#This findings suggest that VI is a clear provoker of PPD.

A Novel Mutation in the MBTPS2 Gene Resulting in Ichthyosis Follicularis, Atrichia, and Photophobia Syndrome

Ichthyosis follicularis, atrichia, and photophobia (IFAP) syndrome is a rare genetic disorder caused by mutations in the MBTPS2 gene. It is characterized by ichthyosis and alopecia from birth. Photophobia may be present in infancy or early childhood. Its mode of inheritance is X-linked recessive; thus, it mostly affects male. The disease severity varies, ranging from mild cases limited to the skin to the severe variant involving multiple extracutaneous features. A 7-year-old boy presented with scanty hair on scalp and eyebrows at birth. On physical examination, scaly patches were observed on the whole body and spiky follicular hyperkeratotic papules were observed on the face and trunk. He also suffered from severe photophobia. Histopathological examination of the scalp showed miniaturized hair follicles without perifollicular fibrosis. Genetic analysis revealed a novel mutation in the MBTPS2 gene which was a homozygous missense mutation of c.245T>C leading to an amino-acid substitution from phenylalanine to serine (p.Phe82Ser). We diagnosed this patient with IFAP syndrome. To date, 25 pathogenic MBTPS2 gene mutations have been identified. To our knowledge, c.245T>C is a novel homozygous missense mutation in the MBTPS2 gene, which has not been reported in Human Gene Mutation Database, ClinVar Database, and Leiden Open Variation Database. Previous reports suggested genotype-phenotype correlations in the MBTPS2 gene mutations. Supported by a previous notion that genotype correlates with phenotype, this novel mutation can be a predictive factor for the mild form of IFAP syndrome, restricted to the classic symptom triad.

Evaluating a shared decision-making intervention regarding dialysis modality: development and validationof self-assessment items for patients with chronic kidney disease

Shared decision-making is a two-way symmetrical communication process in which clinicians and patients work together to achieve the best outcome. This study aimed to develop self-assessment items as a decision aid for choosing a dialysis modality in patients with chronic kidney disease (CKD) and to assess the construct validity of the newly developed items. Methods: Five focus group interviews were performed to extract specific self-assessment items regarding patient values in choosing a dialysis modality. After survey items were refined, a survey of 330 patients, consisting of 152 hemodialysis (HD) and 178 peritoneal dialysis (PD) patients, was performed to validate the self-assessment items. Results: The self-assessment for the decision aid was refined to 35 items. The structure of the final items appeared to have three dimensions of factors; health, lifestyle, and dialysis environment. The health factor consisted of 12 subscales (α = 0.724), the lifestyle factor contained 11 subscales (α = 0.624), and the dialysis environment factor was represented by 12 subscales (α = 0.694). A structural equation model analysis showed that the relationship between the decision aid factors (health, lifestyle, and dialysis environment), patients’ CKD perception, and cognition of shared decision-making differed between HD patients and PD patients. Conclusion: We developed and validated self-assessment items as part of a decision aid to help patients with CKD. This attempt may assist CKD patients in making informed and shared decisions closely aligned with their values when considering dialysis modality.