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1.
Clinics (Sao Paulo) ; 79: 100317, 2024.
Article in English | MEDLINE | ID: mdl-38432123

ABSTRACT

OBJECTIVE: To evaluate the relationship between genetic haplotypes associated with celiac disease (Human Leucocyte Antigen [HLA] DQ2 and DQ8) with the diagnosis, clinical presentation, and location of endometriosis in Brazilian women. METHOD: A retrospective cross-sectional study, was conducted in a Tertiary hospital. PATIENTS: Women aged 18-50 years who underwent HLA-DQ2 and HLA-DQ8 haplotype analysis. INTERVENTION: The patients were divided into endometriosis and control groups and evaluated for symptoms; endometriosis location, American Society for Reproductive Medicine (ASRM) stage, and the presence of anti-tissue transglutaminase IgA (anti-TgA), HLA-DQ2, and HLA-DQ8 markers. RESULTS: A total of 434 consecutive patients with (n = 315) and without (n = 119) endometriosis were included. Pain and infertility were more frequent in the endometriosis group than in the control group. The presence of HLA-DQ2, HLA-DQ8, and anti-TgA was similar between both groups. The presence of HLA-DQ2 and HLA-DQ8 markers did not differ based on age, pain symptoms, ASRM stage, or endometriosis location. CONCLUSION: Although there are similarities in inflammatory markers and pathophysiology between celiac disease and endometriosis, this study found no significant associations in the presence of HLA-DQ2 or HLA-DQ8 haplotypes and endometriosis.


Subject(s)
Celiac Disease , Endometriosis , HLA-DQ Antigens , Humans , Female , Endometriosis/genetics , Case-Control Studies , Retrospective Studies , Haplotypes , Celiac Disease/genetics , Cross-Sectional Studies , Pain
2.
J Surg Res ; 296: 325-336, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38306938

ABSTRACT

INTRODUCTION: Minimally Invasive Surgery uses electrosurgical tools that generate smoke. This smoke reduces the visibility of the surgical site and spreads harmful substances with potential hazards for the surgical staff. Automatic image analysis may provide assistance. However, the existing studies are restricted to simple clear versus smoky image classification. MATERIALS AND METHODS: We propose a novel approach using surgical image analysis with machine learning, including deep neural networks. We address three tasks: 1) smoke quantification, which estimates the visual level of smoke, 2) smoke evacuation confidence, which estimates the level of confidence to evacuate smoke, and 3) smoke evacuation recommendation, which estimates the evacuation decision. We collected three datasets with expert annotations. We trained end-to-end neural networks for the three tasks. We also created indirect predictors using task 1 followed by linear regression to solve task 2 and using task 2 followed by binary classification to solve task 3. RESULTS: We observe a reasonable inter-expert variability for tasks 1 and a large one for tasks 2 and 3. For task 1, the expert error is 17.61 percentage points (pp) and the neural network error is 18.45 pp. For tasks 2, the best results are obtained from the indirect predictor based on task 1. For this task, the expert error is 27.35 pp and the predictor error is 23.60 pp. For task 3, the expert accuracy is 76.78% and the predictor accuracy is 81.30%. CONCLUSIONS: Smoke quantification, evacuation confidence, and evaluation recommendation can be achieved by automatic surgical image analysis with similar or better accuracy as the experts.


Subject(s)
Image Processing, Computer-Assisted , Minimally Invasive Surgical Procedures , Smoke , Humans , Machine Learning , Neural Networks, Computer , Nicotiana , Smoke/analysis
3.
Adv Rheumatol ; 58(1): 38, 2018 Nov 03.
Article in English | MEDLINE | ID: mdl-30657092

ABSTRACT

OBJECTIVE: To characterize scrotal involvement in children and adolescents with IgA vasculitis. METHODS: A cross-sectional retrospective study included 296 IgA vasculitis (EULAR/PRINTO/PRES criteria) patients, 150/296 (51%) were males and assessed by demographic/clinical/laboratory and treatments. Scrotal involvement was defined by the presence of scrotal edema and/or pain/tenderness in physical examination and/or testicular Doppler ultrasound abnormalities. RESULTS: Scrotal involvement was observed in 28/150 (19%) IgA vasculitis patients. This complication was evidenced at IgA vasculitis diagnosis in 27/28 (96%). Acute recurrent scrotal involvement was observed in 2/150 (1%) and none had chronic subtype. Further analysis of patients with scrotal involvement at first episode (n = 27) compared to those without this complication (n = 122) revealed that the median age at diagnosis [4.0 (2.0-12) vs. 6 (1.3-13) years, p = 0.249] was similar in both groups. The frequency of elevated serum IgA was significantly lower in IgA vasculitis patients with scrotal involvement versus without this manifestation (18% vs. 57%, p = 0.017), whereas glucocorticoid (93% vs. 49%, p < 0.0001) and ranitidine use (63% vs. 30%, p = 0.003) were significantly higher in the former group. CONCLUSIONS: The scrotal involvement occurred in almost one fifth of IgA vasculitis patients and was commonly evidenced as acute subtype at diagnosis. Scrotal signs/symptoms improved after a prompt use of glucocorticoid and was associated with low frequency of elevated IgA serum levels.


Subject(s)
Genital Diseases, Male/diagnosis , IgA Vasculitis/diagnosis , Scrotum , Acute Disease , Adolescent , Child , Child, Preschool , Chronic Disease , Cross-Sectional Studies , Edema/diagnosis , Edema/diagnostic imaging , Genital Diseases, Male/diagnostic imaging , Genital Diseases, Male/immunology , Humans , IgA Vasculitis/diagnostic imaging , IgA Vasculitis/immunology , Immunoglobulin A/blood , Male , Pain Measurement , Physical Examination , Recurrence , Retrospective Studies , Scrotum/diagnostic imaging , Ultrasonography, Doppler
4.
J Minim Invasive Gynecol ; 24(2): 203-204, 2017 02.
Article in English | MEDLINE | ID: mdl-27932268

ABSTRACT

STUDY OBJECTIVE: To show a step-by-step laparoscopic approach for excision of an ovarian endometrioma following surgical principles for safety and maximal preservation of ovarian function. DESIGN: Video. Medical management of ovarian endometriomas is not recommended. Operative laparoscopy is the treatment of choice. Although considered a simple procedure, ovarian cystectomy requires a precise and correct technique in order to preserve ovarian function. SETTING: A private hospital. PATIENT: An asymptomatic, 27-year-old woman with ultrasound imaging suggesting a 6.2 × 5.4 cm left endometrioma. Additional findings of endometriotic implants were noted in the posterior aspect of the left broad ligament, retrocervical region, Douglas pouch, and left round ligament. INTERVENTIONS: After trocar insertion, standard inspection of the pelvic cavity with identification of endometriosis lesions and adhesions was performed. The endometrioma was drained with direct trocar puncture to avoid spillage of the endometriotic contents. Cyst aspiration and saline cleaning were executed. After drainage, a cold cut was performed at the puncture site for better identification of the cyst capsule. Through gentle traction and countertraction, the capsule was peeled from the ovarian cortex, preserving as much ovarian tissue as possible followed by careful hemostasis with a bipolar instrument. The ovary is fixed, anatomy re-established, and concomitant pelvic endometriosis resected. We aim for complete surgical excision in order to avoid leaving disease behind. The ovarian edges were reapproximated using simple interrupted stitches. MEASUREMENTS AND MAIN RESULTS: The total procedure time was 40 minutes. CONCLUSION: Laparoscopic endometrioma stripping offers an effective option for ovarian endometriosis treatment, reducing recurrence and being reproducible by gynecologic surgeons after proper training.


Subject(s)
Endometriosis/surgery , Laparoscopy/methods , Ovarian Diseases/surgery , Ovariectomy/methods , Adnexal Diseases/complications , Adnexal Diseases/surgery , Adult , Douglas' Pouch/pathology , Douglas' Pouch/surgery , Drainage , Endometriosis/complications , Female , Humans , Laparoscopy/adverse effects , Laparoscopy/standards , Neoplasm Recurrence, Local/surgery , Ovarian Diseases/complications , Ovariectomy/standards , Ovary/surgery , Peritoneal Diseases/complications , Peritoneal Diseases/surgery , Tissue Adhesions/surgery
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