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1.
J Am Heart Assoc ; 13(13): e035708, 2024 Jul 02.
Artigo em Inglês | MEDLINE | ID: mdl-38934887

RESUMO

BACKGROUND: The study aimed to describe the patterns and trends of initiation, discontinuation, and adherence of oral anticoagulation (OAC) in patients with new-onset postoperative atrial fibrillation (POAF), and compare with patients newly diagnosed with non-POAF. METHODS AND RESULTS: This retrospective cohort study identified patients newly diagnosed with atrial fibrillation or flutter between 2012 and 2021 using administrative claims data from OptumLabs Data Warehouse. The POAF cohort included 118 366 patients newly diagnosed with atrial fibrillation or flutter within 30 days after surgery. The non-POAF cohort included the remaining 315 832 patients who were newly diagnosed with atrial fibrillation or flutter but not within 30 days after a surgery. OAC initiation increased from 28.9% to 44.0% from 2012 to 2021 in POAF, and 37.8% to 59.9% in non-POAF; 12-month medication adherence increased from 47.0% to 61.8% in POAF, and 59.7% to 70.4% in non-POAF. The median time to OAC discontinuation was 177 days for POAF, and 242 days for non-POAF. Patients who saw a cardiologist within 90 days of the first atrial fibrillation or flutter diagnosis, regardless of POAF or non-POAF, were more likely to initiate OAC (odds ratio, 2.92 [95% CI, 2.87-2.98]; P <0.0001), adhere to OAC (odds ratio, 1.08 [95% CI, 1.04-1.13]; P <0.0001), and less likely to discontinue (odds ratio, 0.83 [95% CI, 0.82-0.85]; P <0.0001) than patients who saw a surgeon or other specialties. CONCLUSIONS: The use of and adherence to OAC were higher in non-POAF patients than in POAF patients, but they increased over time in both groups. Patients managed by cardiologists were more likely to use and adhere to OAC, regardless of POAF or non-POAF.


Assuntos
Anticoagulantes , Fibrilação Atrial , Adesão à Medicação , Humanos , Fibrilação Atrial/epidemiologia , Fibrilação Atrial/tratamento farmacológico , Fibrilação Atrial/diagnóstico , Feminino , Masculino , Anticoagulantes/administração & dosagem , Anticoagulantes/uso terapêutico , Estudos Retrospectivos , Idoso , Administração Oral , Adesão à Medicação/estatística & dados numéricos , Pessoa de Meia-Idade , Fatores de Tempo , Complicações Pós-Operatórias/epidemiologia , Padrões de Prática Médica/tendências , Padrões de Prática Médica/estatística & dados numéricos , Flutter Atrial/epidemiologia , Flutter Atrial/tratamento farmacológico , Idoso de 80 Anos ou mais
2.
Dermatol Surg ; 2024 Jun 18.
Artigo em Inglês | MEDLINE | ID: mdl-38889079

RESUMO

BACKGROUND: Nevus of Ota (NOTA) is a dermal melanocytosis acquired in early childhood or pregnancy. Given their color variability, NOTA often require a combination of wavelengths for successful treatment. Quality-switched lasers have consistently shown efficacy in targeting dermal pigment, while picosecond lasers (PSLs) are an emerging technology for pigmentary disorders. OBJECTIVE: To further elucidate its efficacy, the authors conducted a retrospective review of 17 patients with NOTA treated with a 785-nm PSL for brown NOTA lesions between 2021 and 2023. MATERIALS AND METHODS: The primary end point analyzed clinical improvement based on before and after photography reviewed by 3 board-certified dermatologists using a five-point visual analog scale. RESULTS: Seventeen patients of Fitzpatrick skin types (FSTs) II to V, ranging from ages 14 to 38 years, were included in this study. Patients were treated for an average of 3.2 sessions in 2 to 3-month intervals. Visual analog scale scores demonstrated a mean clearance of 51% to 75%. No pigmentary alterations were noted. CONCLUSION: Because NOTA is common in higher FSTs, the authors believe that the 785-nm PSL is an excellent treatment option for brown NOTA in these skin types. This study highlights the need for further investigation to determine optimal treatment parameters for the color-based laser treatment approach for NOTA.

3.
Artigo em Inglês | MEDLINE | ID: mdl-38819352

RESUMO

BACKGROUND: The effects of disease-causing MYBPC3 or MYH7 genetic variants on atrial myopathy, atrial fibrillation (AF) clinical course, and catheter ablation efficacy remain unclear. OBJECTIVES: The aim of this study was to characterize the atrial substrate of patients with MYBPC3- or MYH7-mediated hypertrophic cardiomyopathy (HCM) and its impact on catheter ablation outcomes. METHODS: A retrospective single-center study of patients with HCM who underwent genetic testing and catheter ablation for AF was performed. Patients with MYBPC3- or MYH7-mediated HCM formed the gene-positive cohort; those without disease-causative genetic variants formed the control cohort. High-density electroanatomical mapping was performed using a 3-dimensional mapping system, followed by radiofrequency ablation. RESULTS: Twelve patients were included in the gene-positive cohort (mean age 55.6 ± 9.9 years, 83% men, 50% MYBPC3, 50% MYH7, mean ejection fraction 59.3% ± 13.7%, mean left atrial [LA] volume index 51.7 ± 13.1 mL/m2, mean LA pressure 20.2 ± 5.4 mm Hg) and 15 patients in the control arm (mean age 61.5 ± 12.6 years, 60% men, mean ejection fraction 64.9% ± 5.1%, mean LA volume index 54.1 ± 12.8 mL/m2, mean LA pressure 19.6 ± 5.41 mm Hg). Electroanatomical mapping demonstrated normal voltage in 87.7% ± 5.03% of the LA in the gene-positive cohort and 94.3% ± 3.58% of the LA in the control cohort (P < 0.001). Of the abnormal regions, intermediate scar (0.1-0.5 mV) accounted for 6.33% ± 1.97% in the gene-positive cohort and 3.07% ± 2.46% in the control cohort (P < 0.01). Dense scar (<0.1 mV) accounted for 5.93% ± 3.20% in the gene-positive cohort and 2.61% ± 2.19% in the control cohort (P < 0.01). Freedom from AF at 12 months was similar between the gene-positive (75%) and control (73%) cohorts (P = 0.92), though a greater number of procedures were required in the gene-positive cohort. CONCLUSIONS: Patients with MYBPC3- or MYH7-mediated HCM undergoing AF ablation have appreciably more low-amplitude LA signals, suggestive of fibrosis. However, catheter ablation remains an effective rhythm-control strategy.

4.
Lasers Surg Med ; 56(5): 462-465, 2024 07.
Artigo em Inglês | MEDLINE | ID: mdl-38716679

RESUMO

OBJECTIVES: There remains an unmet need for a laser-enabled tissue coring device that can effectively improve face and neck skin laxity and rhytides. We investigate a novel 2910 nm erbium-doped fluoride glass fiber laser (2910 nm fiber laser) (UltraClear; Acclaro Medical) for laser-coring of submental tissue. METHODS: Five subjects, Glogau scale III-IV, were treated with a single pulse of the laser-coring mode of the 2910 nm fiber laser in the submentum. A 4 mm punch biopsy was immediately performed. Biopsy specimens were sectioned and stained with hematoxylin and eosin and placed on glass slides. All sections were reviewed, and sections containing the center of the transected core were analyzed for depth and diameter of the ablative microchannel and width of the surrounding zone of coagulation. RESULTS: A total of 15 intact micro-cores were analyzed. Histological analysis revealed an average ± standard deviation microchannel diameter of 242.5 ± 65.2 µm, an average ablative depth of 980 ± 318.8 µm, and an average zone of coagulation of 104 ± 32 µm. CONCLUSIONS: Laser-enabled tissue coring with a novel 2910 nm fiber laser can safely achieve a wider microchannel diameter with ablative depth extending to the mid and deep dermis, which has the potential for collagen contraction and tissue tightening. Laser-coring to this ablation diameter and depth and with the surrounding zone of coagulation was found to be safe without adverse effects of post-inflammatory erythema or scarring in our study.


Assuntos
Lasers de Estado Sólido , Humanos , Lasers de Estado Sólido/uso terapêutico , Feminino , Pessoa de Meia-Idade , Envelhecimento da Pele/efeitos da radiação , Adulto , Masculino , Técnicas Cosméticas/instrumentação , Pescoço , Vidro , Face
5.
JACC CardioOncol ; 6(2): 251-263, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38774001

RESUMO

Background: The use of an artificial intelligence electrocardiography (AI-ECG) algorithm has demonstrated its reliability in predicting the risk of atrial fibrillation (AF) within the general population. Objectives: This study aimed to determine the effectiveness of the AI-ECG score in identifying patients with chronic lymphocytic leukemia (CLL) who are at high risk of developing AF. Methods: We estimated the probability of AF based on AI-ECG among patients with CLL extracted from the Mayo Clinic CLL database. Additionally, we computed the Mayo Clinic CLL AF risk score and determined its ability to predict AF. Results: Among 754 newly diagnosed patients with CLL, 71.4% were male (median age = 69 years). The median baseline AI-ECG score was 0.02 (range = 0-0.93), with a value ≥0.1 indicating high risk. Over a median follow-up of 5.8 years, the estimated 10-year cumulative risk of AF was 26.1%. Patients with an AI-ECG score of ≥0.1 had a significantly higher risk of AF (HR: 3.9; 95% CI: 2.6-5.7; P < 0.001). This heightened risk remained significant (HR: 2.5; 95% CI: 1.6-3.9; P < 0.001) even after adjusting for the Mayo CLL AF risk score, heart failure, chronic kidney disease, and CLL therapy. In a second cohort of CLL patients treated with a Bruton tyrosine kinase inhibitor (n = 220), a pretreatment AI-ECG score ≥0.1 showed a nonsignificant increase in the risk of AF (HR: 1.7; 95% CI: 0.8-3.6; P = 0.19). Conclusions: An AI-ECG algorithm, in conjunction with the Mayo CLL AF risk score, can predict the risk of AF in patients with newly diagnosed CLL. Additional studies are needed to determine the role of AI-ECG in predicting AF risk in CLL patients treated with a Bruton tyrosine kinase inhibitor.

7.
Lasers Surg Med ; 56(3): 249-256, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38353284

RESUMO

OBJECTIVES: Ablative fractional lasers have long been considered the gold standard for facial resurfacing for advanced photoaging. These lasers offer an improved safety profile compared to traditional ablative lasers but typically require more treatment sessions given their fractional approach. In this study, we evaluate a new novel 2910 nm erbium-doped fluoride glass fiber laser (2910 nm fiber laser) (UltraClear; Acclaro Medical) for full-face and neck resurfacing for the treatment of advanced photoaging. METHODS: Twenty-two healthy subjects aged 44-80 years presenting for advanced facial photoaging and rhytides were enrolled in the study. All subjects received three full-face and neck, multipass treatments utilizing the 2910 nm fiber laser spaced 6-8 weeks apart. Subjects were asked to rate the average level of pain during the treatment. At 90 days following subjects' third treatment subjects evaluated their improvement using a Global Aesthetic Improvement Scale (GAIS) and rated their satisfaction with the treatment. Evaluation of pretreatment and posttreatment photos was completed by two blinded physician reviewers. Reviewers were asked to identify the pretreatment and posttreatment photographs and to rate the degree of improvement utilizing a GAIS. RESULTS: Fifteen participants completed the study; six were exited from the study (withdrew or lost to follow-up). The average subject GAIS score for overall appearance was 3.8. The average subject satisfaction level at follow-up was 4.8. The average subject pain score was 4.9. One blinded physician reviewer correctly identified 100% of subjects' posttreatment photographs, while the second blinded reviewer correctly identified 93%. Blinded evaluation of digital photographs revealed an average GAIS score of 3.2. Posttreatment skin responses included pin-point hemorrhage, erythema, edema, and soft tissue crusting lasting 5-7 days. There were no instances of infection, scarring or hypopigmentation. There were two instances of temporary hyperpigmentation. CONCLUSIONS: Treatment with the novel 2910 nm fiber laser is safe and effective in treating advanced photoaging and rhytides. Three treatments produced moderate to marked improvement with high patient satisfaction and treatment was associated with less discomfort and downtime compared to conventional fractional ablative lasers.


Assuntos
Vidro , Terapia a Laser , Lasers de Estado Sólido , Envelhecimento da Pele , Humanos , Resultado do Tratamento , Fluoretos , Érbio , Lasers de Estado Sólido/uso terapêutico , Dor
8.
Lasers Surg Med ; 56(3): 257-262, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38414118

RESUMO

OBJECTIVES: Café-au-lait macules (CALM) are benign birthmarks presenting as uniformly pigmented, well demarcated, brown patches that can be distressing to patients, especially when located in cosmetically sensitive areas. As with all pigmentary lesions in skin of color patients, CALMs have been particularly challenging to treat. Here we present the first case series characterizing treatment parameters and clinical outcomes utilizing the 730-nm picosecond titanium sapphire laser for the treatment of CALMs. This device provides an additional safe and effective treatment option for these challenging cases. METHODS: We performed a retrospective review of patients treated at a single institution between April 2021 and December 2023. Clinical photographs were graded by 3 outside board-certified dermatologists using a 5-point visual analog scale. RESULTS: Fourteen patients (age range: 10 months-66 years, mean age: 27.4 years, Fitzpatrick skin types II-VI) were treated for CALM on the face (11) or body (3). On average, patients received 4.3 treatments, with treatment intervals ranging from 4 to 40 weeks. Treatment remains ongoing with the 730-nm picosecond laser for eight patients. Overall, patients were rated to have a mean improvement of 26%-50%. Two patients (FST III and VI) achieved 100% clearance after 4-5 treatment sessions. Our study included four patients whose CALM were of the smooth bordered "coast of California" subtype, three of whom had a mean improvement rating of only 1%-25%. The fourth patient had near complete resolution. Follow up for these patients has ranged from 6 weeks to 1.5 years. Of the patients treated, one patient experienced transient post-inflammatory hyperpigmentation and another transient post-inflammatory hypopigmentation, while a third patient experienced mild persistent guttate hypopigmentation. Three patients experienced partial recurrence indicating that maintenance treatments may be needed in some patients. CONCLUSION: The 730-nm picosecond titanium sapphire laser is a safe and efficacious treatment option, in the right morphologic setting, to improve the cosmetic appearance of CALMs in a wide range of ages and skin types. To our knowledge, this is the first reported treatment of CALMs with picosecond lasers in FST V and VI patients. Our study also supports prior studies which have found that CALM with smooth-bordered "coast of California" morphology have a poor response to laser therapy as compared to those with jagged or ill-defined bordered "coast of Maine" morphology.


Assuntos
Hiperpigmentação , Hipopigmentação , Lasers de Estado Sólido , Humanos , Lactente , Adulto , Titânio , Lasers de Estado Sólido/uso terapêutico , Manchas Café com Leite/radioterapia , Resultado do Tratamento , Hiperpigmentação/etiologia , Hipopigmentação/etiologia , Óxido de Alumínio
10.
Eur J Prev Cardiol ; 31(5): 560-566, 2024 Mar 27.
Artigo em Inglês | MEDLINE | ID: mdl-37943680

RESUMO

AIMS: Cardiotoxicity is a serious side effect of anthracycline treatment, most commonly manifesting as a reduction in left ventricular ejection fraction (EF). Early recognition and treatment have been advocated, but robust, convenient, and cost-effective alternatives to cardiac imaging are missing. Recent developments in artificial intelligence (AI) techniques applied to electrocardiograms (ECGs) may fill this gap, but no study so far has demonstrated its merit for the detection of an abnormal EF after anthracycline therapy. METHODS AND RESULTS: Single centre consecutive cohort study of all breast cancer patients with ECG and transthoracic echocardiography (TTE) evaluation before and after (neo)adjuvant anthracycline chemotherapy. Patients with HER2-directed therapy, metastatic disease, second primary malignancy, or pre-existing cardiovascular disease were excluded from the analyses as were patients with EF decline for reasons other than anthracycline-induced cardiotoxicity. Primary readout was the diagnostic performance of AI-ECG by area under the curve (AUC) for EFs < 50%. Of 989 consecutive female breast cancer patients, 22 developed a decline in EF attributed to anthracycline therapy over a follow-up time of 9.8 ± 4.2 years. After exclusion of patients who did not have ECGs within 90 days of a TTE, 20 cases and 683 controls remained. The AI-ECG model detected an EF < 50% and ≤ 35% after anthracycline therapy with an AUC of 0.93 and 0.94, respectively. CONCLUSION: These data support the use of AI-ECG for cardiotoxicity screening after anthracycline-based chemotherapy. This technology could serve as a gatekeeper to more costly cardiac imaging and could enable patients to monitor themselves over long periods of time.


Artificial intelligence electrocardiogram can be used to screen for an abnormal heart function after anthracycline chemotherapy, opening the door to new ways of cost-effective screening of cancer survivors at risk of cardiotoxicity over long periods of time.


Assuntos
Antraciclinas , Neoplasias da Mama , Humanos , Feminino , Volume Sistólico , Antraciclinas/efeitos adversos , Cardiotoxicidade , Função Ventricular Esquerda , Estudos de Coortes , Inteligência Artificial , Detecção Precoce de Câncer , Eletrocardiografia , Neoplasias da Mama/tratamento farmacológico , Antibióticos Antineoplásicos/efeitos adversos
12.
Lasers Surg Med ; 56(1): 75-80, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37661604

RESUMO

OBJECTIVES: Cryomodulation, or the delivery of controlled cooling to downregulate inflammatory processes in the skin, has been proposed to mitigate acute side effects following various dermatologic treatments. A new controlled cooling device has been developed to deliver cryomodulation for a range of different indications. In this clinical study, we evaluate the device for the reduction of pain, erythema, and edema following nonablative fractional resurfacing (NAFR). METHODS: A single-blind, prospective, randomized, split-face study was conducted to assess the efficacy of the controlled dermal cooling device for the reduction of pain, edema, and erythema following nonablative fractional resurfacing with the dual 1550 nm erbium-doped fiber and 1927 nm thulium fiber laser. Subjects were randomized to receive a 10-min controlled cooling treatment to either the left or right side of the face immediately following full face NAFR. Pain ratings were recorded immediately postlaser treatment and immediately postcryomodulation treatment. At follow-up, subjects were surveyed for reduction of side effects and treatment satisfaction. Blinded review of photographs by two physicians was conducted to assess efficacy. RESULTS: The average pain score for subjects immediately post-NAFR was 5.15. Following cryomodulation, the average pain score on the treatment side was reduced by 69%, to an average of 1.6. The untreated side of the face was reduced by 19%, to an average of 4.2. Overall, 90% of subjects endorsed reduced discomfort. At follow-up, 70% of subjects reported a noticeable improvement in edema and 50% reported a noticeable improvement in erythema between the treatment and control sides. The average subject satisfaction score for the cryomodulation treatment was 4.2. All subjects (100%) indicated that they would elect to undergo the cryomodulation treatment again. Both blinded physician reviewers were successful in identifying the cryomodulation-treated side of the face in 70% of subjects' posttreatment photographs. CONCLUSIONS: The results of this split-face study support the efficacy of a global cryomodulation device for the reduction of pain, edema, and erythema following NAFR treatment. Cryomodulation was delivered in a simple 10 min procedure and yielded high patient satisfaction.


Assuntos
Eritema , Terapia a Laser , Humanos , Estudos Prospectivos , Método Simples-Cego , Eritema/etiologia , Eritema/prevenção & controle , Dor/etiologia , Dor/prevenção & controle , Inflamação , Edema/etiologia , Edema/prevenção & controle , Resultado do Tratamento
14.
Heart Rhythm O2 ; 4(7): 448-456, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37520021

RESUMO

Background: The subcutaneous implantable cardioverter-defibrillator (S-ICD) has demonstrated safety and efficacy for the treatment of malignant ventricular arrhythmias. However, a limitation of the S-ICD lies in the inability to either pace-terminate ventricular tachycardia or provide prolonged bradycardia pacing support. Objective: The rationale and design of a prospective, single-arm, multinational trial of an intercommunicative leadless pacing system integrated with the S-ICD will be presented. Methods: A technical description of the modular cardiac rhythm management (mCRM) system (EMPOWER leadless pacemaker and EMBLEM S-ICD) and the implantation procedure is provided. MODULAR ATP (Effectiveness of the EMPOWER™ Modular Pacing System and EMBLEM™ Subcutaneous ICD to Communicate Antitachycardia Pacing) is a multicenter, international trial enrolling up to 300 patients at risk of sudden cardiac death at up to 60 centers trial design. The safety endpoint of freedom from major complications related to the mCRM system or implantation procedure at 6 months and 2 years are significantly higher than 86% and 81%, respectively, and all-cause survival is significantly >85% at 2 years. Results: Efficacy endpoints are that at 6 months mCRM communication success is significantly higher than 88% and the percentage of subjects with low and stable thresholds is significantly higher than 80%. Substudies to evaluate rate-responsive features and performance of the pacing module are also described. Conclusion: The MODULAR ATP global clinical trial will prospectively test the safety and efficacy of the first intercommunicating leadless pacing system with the S-ICD. This trial will allow for robust validation of device-device communication, pacing performance, rate responsiveness, and system safety.

16.
Lasers Surg Med ; 55(8): 741-747, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37293831

RESUMO

OBJECTIVE: Port wine birthmarks (PWBs) are vascular malformations affecting 0.3%-0.5% of newborns with the tendency to persist into adulthood without adequate treatment of the heterogenous ectatic vessels. This study compares treatment outcomes and parameters of the prior generation pulsed dye laser (PPDL) and the larger spot novel generation pulsed dye laser (NPDL) to establish whether a larger spot size laser provides greater clearance with fewer treatments. METHODS: One hundred and sixty patients were treated with either the PPDL (80 patients) and NPDL (80 patients) with retrospective review of age, body site, laser treatment parameters, number of treatments, and improvement following laser therapy. RESULTS: Patients treated with PPDL were older on average than patients treated with NPDL (mean 24.8 ± 19.7 vs. mean 17.1± 19.3 years, p < 0.05). The majority of lesions treated with PPDL were located on the face and neck, whereas truncal and extremity sites were more frequently treated with the NPDL. Use of NPDL was associated with a mean maximum spot size of 13.1 mm and mean maximum fluence of 7.3 J/cm2 with pulse durations of 0.45-3 ms, whereas use of the PPDL was associated with a mean spot size of 10.8 mm and mean maximum fluence of 8.8 J/cm2 with pulse durations of 0.45-6 ms. Fifty percent improvement was seen with 8.8 PPDL treatments compared to 4.3 NPDL treatments (p ≤ 0.01) with no significant difference in overall mean improvement between both devices at the chosen parameters. Multiple regression analysis showed that device type, not age or lesion location, was the only statistically significant independent variable to affect the endpoint of at least 50% improvement of the lesion. CONCLUSIONS: Use of the larger spot NPDL is associated with achieving 50% improvement with fewer treatments.


Assuntos
Terapia a Laser , Lasers de Corante , Terapia com Luz de Baixa Intensidade , Mancha Vinho do Porto , Recém-Nascido , Humanos , Criança , Adulto , Lasers de Corante/uso terapêutico , Resultado do Tratamento , Mancha Vinho do Porto/radioterapia , Mancha Vinho do Porto/cirurgia , Mancha Vinho do Porto/patologia
17.
Eur Heart J Digit Health ; 4(2): 71-80, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-36974261

RESUMO

Aims: Current non-invasive screening methods for cardiac allograft rejection have shown limited discrimination and are yet to be broadly integrated into heart transplant care. Given electrocardiogram (ECG) changes have been reported with severe cardiac allograft rejection, this study aimed to develop a deep-learning model, a form of artificial intelligence, to detect allograft rejection using the 12-lead ECG (AI-ECG). Methods and results: Heart transplant recipients were identified across three Mayo Clinic sites between 1998 and 2021. Twelve-lead digital ECG data and endomyocardial biopsy results were extracted from medical records. Allograft rejection was defined as moderate or severe acute cellular rejection (ACR) based on International Society for Heart and Lung Transplantation guidelines. The extracted data (7590 unique ECG-biopsy pairs, belonging to 1427 patients) was partitioned into training (80%), validation (10%), and test sets (10%) such that each patient was included in only one partition. Model performance metrics were based on the test set (n = 140 patients; 758 ECG-biopsy pairs). The AI-ECG detected ACR with an area under the receiver operating curve (AUC) of 0.84 [95% confidence interval (CI): 0.78-0.90] and 95% (19/20; 95% CI: 75-100%) sensitivity. A prospective proof-of-concept screening study (n = 56; 97 ECG-biopsy pairs) showed the AI-ECG detected ACR with AUC = 0.78 (95% CI: 0.61-0.96) and 100% (2/2; 95% CI: 16-100%) sensitivity. Conclusion: An AI-ECG model is effective for detection of moderate-to-severe ACR in heart transplant recipients. Our findings could improve transplant care by providing a rapid, non-invasive, and potentially remote screening option for cardiac allograft function.

18.
Mayo Clin Proc ; 98(4): 541-548, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36732202

RESUMO

OBJECTIVE: To study the relationship between the sex probability derived from the artificial intelligence (AI)-augmented electrocardiogram (ECG) and sex hormone levels. PATIENTS AND METHODS: Adult patients with total testosterone (TT; ng/dL) or estradiol (E2; pg/mL) levels (January 1, 2000, to December 31, 2020) with ECGs obtained within 6 months of the blood sample were identified. The closest ECG to the blood test was used. The AI-ECG model output ranges from 0.0 to 1.0, with higher numbers indicating high probability of being male. Low male probability was defined as ≤0.3, intermediate as 0.31 to 0.69, and high as ≥0.7. Continuous variables are expressed as median (interquartile range). RESULTS: Paired TT-ECGs were available in 58,084 male subjects and 11,190 female subjects. Paired E2-ECGs were available in 2835 male patients and 18,228 female patients. TT levels had moderate positive correlation with AI-ECG male sex probability (r=0.46, P<.001). Male subjects with low AI-ECG male sex probability had lower TT and higher E2 levels compared with men with high probability (TT: 303 [129-474] vs 381 [264-523], P <.001; E2: 35 [21-49] vs 32 [22-38], P=.05). Female subjects with high AI-ECG male sex probability had higher TT and lower E2 levels compared with those who had low male probability (TT: ≤50 years of age: 31 [18-55] vs 26 [16-39], P<.001; >50 years of age: 27 [12-68] vs 20 [12-34], P<.001; E2: ≤50 years of age: 58 [30-124] vs 47 [25-87], P=.001; >50 years of age: 30 [10-55] vs 21 [10-41], P=.006). CONCLUSION: In this study, TT levels were lower and E2 levels higher with decreasing AI-ECG male probability in both sexes. Male and female patients with discordant AI-ECG sex probability had significantly different TT or E2 levels. This suggests that the ECG could be used as a biomarker of hormone status.


Assuntos
Inteligência Artificial , Hormônios Esteroides Gonadais , Adulto , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Testosterona , Estradiol , Eletrocardiografia
19.
Lasers Surg Med ; 55(1): 61-66, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36251250

RESUMO

OBJECTIVES: Sex trafficking involves the use of force, fraud, or coercion to compel another person to engage in commercial sex acts. In 2020, 16,658 individuals were identified as sex trafficking victims in the United States, with thousands more not reported. Many victims are branded by their traffickers with tattoos conveying ownership, including names, symbols, and barcodes. We have partnered with local non-profits in Houston supporting sex trafficking survivors by providing pro bono laser tattoo removal, however we believe there is a greater need at a national level to support these survivors, allowing them to reclaim their bodies. METHODS: An online survey aimed at assessing the need and potential impact for pro bono branding tattoo laser removal services was distributed to United States organizations that support sex trafficking survivors. RESULTS: Forty organizations based in the Northeast (15%), Midwest (20%), South (45%), and West (20%) responded. Organizations support on average 81 survivors annually, ranging from 3 to 600 survivors, and estimate that 47% of survivors have branding tattoos. Among survivors with branding tattoos, approximately 67% were identified at an appropriate recovery stage to undergo laser removal. On a scale of 1-10 with 10 being the most impactful on recovery, removal of branding tattoos received an average impact score of 9.2. On a scale of 1-10, with 10 being the most need, pro bono services for laser removal received an average need score of 9.1. Qualitative responses provided several insights: laser removal may be associated with enhanced healing compared to tattoo cover-up, and survivors frequently move during their recovery process thus a successful removal campaign would require a nationwide network of partnering laser surgeons. CONCLUSIONS: Approximately 1 in 2 sex trafficking survivors are estimated to have branding tattoos and the removal of these tattoos is recognized as highly impactful on recovery. We propose a philanthropic campaign which involves the American Society for Laser Medicine and Surgery (ASLMS) establishing a national directory to connect sex trafficking survivors seeking removal of branding tattoos with interested ASLMS board-certified physician members.


Assuntos
Tráfico de Pessoas , Terapia a Laser , Tatuagem , Humanos , Trabalho Sexual , Lasers , Sobreviventes
20.
Lasers Surg Med ; 55(1): 12-15, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36098396

RESUMO

OBJECTIVES: In this study, we seek to characterize both the account credentials and content type for posts among the most popular nonsurgical cosmetic procedure hashtags on Instagram. METHODS: Twenty-five hashtags related to nonsurgical cosmetic procedures were identified with over 250,000 posts each, ranging from 256,000 to 12.1 million posts per hashtag. The first 10 posts displayed under the "Top" section for each hashtag within Instagram, as sorted by Instagram's proprietary algorithm, were analyzed for account type and content type. Posts unrelated to the cosmetic procedure or with non-English captions were excluded. In total, 680 posts were queried with 250 posts meeting the inclusion criteria. RESULTS: Content creators included nonphysician providers (68%), core cosmetic physicians (12%), noncore cosmetic physicians (8%), and consumers or others (13%). Content type included before and after (45%), self-promotional (23%), educational (17%), personal (5%), entertainment (5%), and promotional (5%). Among the different content creator types, core cosmetic physicians had the largest proportion of educational content at 38%. CONCLUSIONS: High-quality educational content on Instagram from core cosmetic specialties is scarce. By increasing their presence on Instagram, core cosmetic physicians can provide patient education, counteract misinformation, and raise awareness on training and qualifications regarding nonsurgical cosmetic procedures.


Assuntos
Técnicas Cosméticas , Mídias Sociais , Humanos
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