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1.
Sci Rep ; 14(1): 11678, 2024 05 22.
Article in English | MEDLINE | ID: mdl-38778219

ABSTRACT

Polyps are abnormal tissue clumps growing primarily on the inner linings of the gastrointestinal tract. While such clumps are generally harmless, they can potentially evolve into pathological tumors, and thus require long-term observation and monitoring. Polyp segmentation in gastrointestinal endoscopy images is an important stage for polyp monitoring and subsequent treatment. However, this segmentation task faces multiple challenges: the low contrast of the polyp boundaries, the varied polyp appearance, and the co-occurrence of multiple polyps. So, in this paper, an implicit edge-guided cross-layer fusion network (IECFNet) is proposed for polyp segmentation. The codec pair is used to generate an initial saliency map, the implicit edge-enhanced context attention module aggregates the feature graph output from the encoding and decoding to generate the rough prediction, and the multi-scale feature reasoning module is used to generate final predictions. Polyp segmentation experiments have been conducted on five popular polyp image datasets (Kvasir, CVC-ClinicDB, ETIS, CVC-ColonDB, and CVC-300), and the experimental results show that the proposed method significantly outperforms a conventional method, especially with an accuracy margin of 7.9% on the ETIS dataset.


Subject(s)
Colonic Polyps , Humans , Colonic Polyps/pathology , Colonic Polyps/diagnostic imaging , Algorithms , Image Processing, Computer-Assisted/methods , Neural Networks, Computer , Image Interpretation, Computer-Assisted/methods , Polyps/pathology , Polyps/diagnostic imaging , Endoscopy, Gastrointestinal/methods
2.
J Dig Dis ; 25(3): 191-199, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38697920

ABSTRACT

OBJECTIVE: To compare the detection rate and diagnostic accuracy of cardia polyps using endoscopy with blue laser imaging (BLI) and white-light imaging (WLI). METHODS: Patients were randomly divided into the BLI group and WLI group according to the endoscopic procedures. BLI followed by WLI was conducted in the BLI group, whereas WLI followed by BLI examination was conducted in the WLI group. The number, size, microstructure, and microvascular patterns of cardia polyps detected were recorded. Biopsy of the polyps was then performed. RESULTS: The detection rate of cardia polyps in the BLI group was higher than that in the WLI group (7.87% vs 4.22%, P = 0.018). The rate of overlooked lesions in the BLI group was lower than in the WLI group (0.64% vs 3.38%, P = 0.003). The diagnostic coincidence rate between magnifying BLI and histopathology was 88.16%. The sensitivity, specificity, positive predictive value and negative predictive value for the diagnosis of neoplastic lesions by magnifying endoscopy with BLI were 90.91%, 87.69%, 55.56%, and 98.28%, respectively. The most remarkable patterns for predicting inflammatory polyps were the prolonged and fine network patterns (sensitivity 71.43%, specificity 93.75%). Small round combined with honeycomb patterns were the most common among fundic gland polyps (sensitivity 80.00%, specificity 98.48%). Neoplastic lesions presented as villous or ridge-like combined with core vascular or unclear pattern for both microvascular and microstructure patterns. CONCLUSION: BLI is more effective than WLI in the detection and diagnosis of cardia polyps, and magnifying endoscopy with BLI may help diagnose such lesions.


Subject(s)
Cardia , Feasibility Studies , Stomach Neoplasms , Humans , Female , Male , Middle Aged , Cardia/pathology , Cardia/diagnostic imaging , Adult , Stomach Neoplasms/diagnostic imaging , Stomach Neoplasms/diagnosis , Stomach Neoplasms/pathology , Aged , Polyps/diagnostic imaging , Polyps/diagnosis , Gastroscopy/methods , Sensitivity and Specificity , Predictive Value of Tests , Lasers
3.
BMC Gastroenterol ; 24(1): 146, 2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38689244

ABSTRACT

BACKGROUND: The prevalence of neoplastic polyps in gallbladder polyps (GPs) increases sharply with age and is associated with gallbladder carcinoma (GBC). This study aims to predict neoplastic polyps and provide appropriate treatment strategies based on preoperative ultrasound features in patients with different age level. METHODS: According to the age classification of WHO, 1523 patients with GPs who underwent cholecystectomy from January 2015 to December 2019 at 11 tertiary hospitals in China were divided into young adults group (n=622), middle-aged group (n=665) and elderly group (n=236). Linear scoring models were established based on independent risk variables screened by the Logistic regression model in different age groups. The area under ROC (AUC) to evaluate the predictive ability of linear scoring models, long- and short- diameter of GPs. RESULTS: Independent risk factors for neoplastic polyps included the number of polyps, polyp size (long diameter), and fundus in the young adults and elderly groups, while the number of polyps, polyp size (long diameter), and polyp size (short diameter) in the middle-aged groups. In different age groups, the AUCs of its linear scoring model were higher than the AUCs of the long- and short- diameter of GPs for differentiating neoplastic and non-neoplastic polyps (all P<0.05), and Hosmer-Lemeshow goodness of fit test showed that the prediction accuracy of the linear scoring models was higher than the long- and short- diameter of GPs (all P>0.05). CONCLUSION: The linear scoring models of the young adults, middle-aged and elderly groups can effectively distinguish neoplastic polyps from non-neoplastic polyps based on preoperative ultrasound features.


Subject(s)
Gallbladder Neoplasms , Polyps , Ultrasonography , Humans , Middle Aged , Gallbladder Neoplasms/diagnostic imaging , Gallbladder Neoplasms/pathology , Female , Male , Retrospective Studies , Adult , Polyps/diagnostic imaging , Polyps/pathology , Age Factors , Aged , Risk Factors , Cholecystectomy , China/epidemiology , Preoperative Period , Young Adult , Preoperative Care
4.
Arch Iran Med ; 27(4): 216-222, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38685848

ABSTRACT

BACKGROUND: Abnormal uterine bleeding (AUB) refers to any symptomatic deviation from normal menstruation. AUB is a common gynecological disorder in non-pregnant women of reproductive age, accounting for approximately 33% of gynecological outpatient visits. The early diagnosis and management cause of AUB is important because of increased incidence of endometrial carcinoma with rapid growth. Transvaginal ultrasound is non-invasive imaging technique used to find endometrial carcinoma before referring patients for invasive techniques. Dilatation and curettage (D&C) and endometrial biopsy are surgical procedures that scrape the endometrial lining of the uterus for diagnosis and treatment. The aim of this study is to describe the clinicopathologic pattern of endometrial specimens in women with AUB and ultrasonographic correlation. METHODS: Tissues from endometrial biopsy and curettage of 411 patients with AUB who referred to Shahid Mohammadi hospital were prospectively selected from 2021 to 2023. Patients were divided into three groups based on age and menstrual status including: premenopausal (18-39 years), perimenopausal (40-49 years) and postmenopausal (≥50 years). The results were correlated to patient's age and other data and evaluated with statistical analysis. RESULTS: During the two-year study period, a total of 411 endometrial specimens with clinical diagnosis of AUB were submitted and the results were analyzed. The youngest patient presenting with AUB was 21 years old, while the oldest was 77 years old. The most common complaint was menorrhagia in 201 (48.0%) out of 411 patients. The most common pathology finding in three groups was polyp in 100 (24.3%) cases. Hormonal effect was the next commonly observed pattern seen in 70 (17.0%) cases. P value was calculated as 0.003 which was significant using chi-square for the trend seen in age. CONCLUSION: Endometrial sampling is a useful tool for evaluation of women with AUB and referring patients for treatment. Histopathological evaluation of the endometrium is very useful in detecting the etiology of AUB. Transvaginal sonography has high sensitivity in detecting polyps.


Subject(s)
Endometrial Neoplasms , Endometrium , Ultrasonography , Uterine Hemorrhage , Humans , Female , Middle Aged , Adult , Endometrium/pathology , Endometrium/diagnostic imaging , Uterine Hemorrhage/etiology , Uterine Hemorrhage/diagnostic imaging , Young Adult , Adolescent , Endometrial Neoplasms/pathology , Endometrial Neoplasms/diagnostic imaging , Endometrial Neoplasms/complications , Dilatation and Curettage , Biopsy , Prospective Studies , Aged , Postmenopause , Polyps/diagnostic imaging , Polyps/pathology , Polyps/complications
5.
Acta Radiol ; 65(6): 554-564, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38623640

ABSTRACT

BACKGROUND: Computed tomography (CT) radiomics combined with deep transfer learning was used to identify cholesterol and adenomatous gallbladder polyps that have not been well evaluated before surgery. PURPOSE: To investigate the potential of various machine learning models, incorporating radiomics and deep transfer learning, in predicting the nature of cholesterol and adenomatous gallbladder polyps. MATERIAL AND METHODS: A retrospective analysis was conducted on clinical and imaging data from 100 patients with cholesterol or adenomatous polyps confirmed by surgery and pathology at our hospital between September 2015 and February 2023. Preoperative contrast-enhanced CT radiomics combined with deep learning features were utilized, and t-tests and least absolute shrinkage and selection operator (LASSO) cross-validation were employed for feature selection. Subsequently, 11 machine learning algorithms were utilized to construct prediction models, and the area under the ROC curve (AUC), accuracy, and F1 measure were used to assess model performance, which was validated in a validation group. RESULTS: The Logistic algorithm demonstrated the most effective prediction in identifying polyp properties based on 10 radiomics combined with deep learning features, achieving the highest AUC (0.85 in the validation group, 95% confidence interval = 0.68-1.0). In addition, the accuracy (0.83 in the validation group) and F1 measure (0.76 in the validation group) also indicated strong performance. CONCLUSION: The machine learning radiomics combined with deep learning model based on enhanced CT proves valuable in predicting the characteristics of cholesterol and adenomatous gallbladder polyps. This approach provides a more reliable basis for preoperative diagnosis and treatment of these conditions.


Subject(s)
Deep Learning , Tomography, X-Ray Computed , Humans , Female , Male , Retrospective Studies , Middle Aged , Tomography, X-Ray Computed/methods , Aged , Gallbladder/diagnostic imaging , Gallbladder Neoplasms/diagnostic imaging , Adult , Polyps/diagnostic imaging , Cholesterol , Gallbladder Diseases/diagnostic imaging , Predictive Value of Tests , Adenomatous Polyps/diagnostic imaging , Machine Learning , Contrast Media , Radiomics
6.
BMC Gastroenterol ; 24(1): 139, 2024 Apr 22.
Article in English | MEDLINE | ID: mdl-38649806

ABSTRACT

BACKGROUND: Gastric hamartomatous inverted polyps (GHIPs) are not well characterized and remain diagnostically challenging due to rarity. Therefore, this study aims to investigate the clinicopathologic and endoscopic characteristics of patients with GHIP. METHODS: We retrospectively reviewed clinicopathologic and endoscopic features of ten patients with GHIP who were admitted to Beijing Friendship Hospital from March 2013 to July 2022. All patients were treated successfully by endoscopic resection. RESULTS: GHIPs were usually asymptomatic and found incidentally during gastroscopic examination. They may be sessile or pedunculated, with diffuse or local surface redness or erosion. On endoscopic ultrasonography, the sessile submucosal tumor-type GHIP demonstrated a heterogeneous lesion with cystic areas in the third layer of the gastric wall. Histologically, GHIPs were characterized by a submucosal inverted proliferation of cystically dilated hyperplastic gastric glands accompanied by a branching proliferation of smooth muscle bundles. Inflammatory cells infiltration was observed in the stroma, whereas only one patient was complicated with glandular low-grade dysplasia. Assessment of the surrounding mucosa demonstrated that six patients (60%) had atrophic gastritis or Helicobacter pylori-associated gastritis, and four patients (40%) had non-specific gastritis. Endoscopic resection was safe and effective. CONCLUSIONS: GHIPs often arise from the background of abnormal mucosa, such as atrophic or H.pylori-associated gastritis. We make the hypothesis that acquired inflammation might lead to the development of GHIPs. We recommend to make a full assessment of the background mucosa and H. pylori infection status for evaluation of underlying gastric mucosal abnormalities, which may be the preneoplastic condition of the stomach.


Subject(s)
Adenomatous Polyps , Endosonography , Gastric Mucosa , Gastroscopy , Hamartoma , Polyps , Stomach Neoplasms , Humans , Male , Female , Middle Aged , Retrospective Studies , Hamartoma/pathology , Hamartoma/diagnostic imaging , Hamartoma/surgery , Stomach Neoplasms/pathology , Stomach Neoplasms/surgery , Stomach Neoplasms/diagnostic imaging , Gastric Mucosa/pathology , Gastric Mucosa/diagnostic imaging , Gastric Mucosa/surgery , Adult , Aged , Polyps/pathology , Polyps/surgery , Polyps/diagnostic imaging , Stomach Diseases/pathology , Stomach Diseases/surgery , Stomach Diseases/diagnostic imaging , Helicobacter Infections/complications , Helicobacter Infections/pathology , Helicobacter pylori/isolation & purification , Gastritis/pathology , Gastritis/complications , Gastritis/diagnostic imaging , Gastritis, Atrophic/pathology , Gastritis, Atrophic/complications , Endoscopic Mucosal Resection
7.
Comput Assist Surg (Abingdon) ; 29(1): 2331774, 2024 12.
Article in English | MEDLINE | ID: mdl-38520294

ABSTRACT

The aim of this study is to analyze the risk factors associated with the development of adenomatous and malignant polyps in the gallbladder. Adenomatous polyps of the gallbladder are considered precancerous and have a high likelihood of progressing into malignancy. Preoperatively, distinguishing between benign gallbladder polyps, adenomatous polyps, and malignant polyps is challenging. Therefore, the objective is to develop a neural network model that utilizes these risk factors to accurately predict the nature of polyps. This predictive model can be employed to differentiate the nature of polyps before surgery, enhancing diagnostic accuracy. A retrospective study was done on patients who had cholecystectomy surgeries at the Department of Hepatobiliary Surgery of the Second People's Hospital of Shenzhen between January 2017 and December 2022. The patients' clinical characteristics, lab results, and ultrasonographic indices were examined. Using risk variables for the growth of adenomatous and malignant polyps in the gallbladder, a neural network model for predicting the kind of polyps will be created. A normalized confusion matrix, PR, and ROC curve were used to evaluate the performance of the model. In this comprehensive study, we meticulously analyzed a total of 287 cases of benign gallbladder polyps, 15 cases of adenomatous polyps, and 27 cases of malignant polyps. The data analysis revealed several significant findings. Specifically, hepatitis B core antibody (95% CI -0.237 to 0.061, p < 0.001), number of polyps (95% CI -0.214 to -0.052, p = 0.001), polyp size (95% CI 0.038 to 0.051, p < 0.001), wall thickness (95% CI 0.042 to 0.081, p < 0.001), and gallbladder size (95% CI 0.185 to 0.367, p < 0.001) emerged as independent predictors for gallbladder adenomatous polyps and malignant polyps. Based on these significant findings, we developed a predictive classification model for gallbladder polyps, represented as follows, Predictive classification model for GBPs = -0.149 * core antibody - 0.033 * number of polyps + 0.045 * polyp size + 0.061 * wall thickness + 0.276 * gallbladder size - 4.313. To assess the predictive efficiency of the model, we employed precision-recall (PR) and receiver operating characteristic (ROC) curves. The area under the curve (AUC) for the prediction model was 0.945 and 0.930, respectively, indicating excellent predictive capability. We determined that a polyp size of 10 mm served as the optimal cutoff value for diagnosing gallbladder adenoma, with a sensitivity of 81.5% and specificity of 60.0%. For the diagnosis of gallbladder cancer, the sensitivity and specificity were 81.5% and 92.5%, respectively. These findings highlight the potential of our predictive model and provide valuable insights into accurate diagnosis and risk assessment for gallbladder polyps. We identified several risk factors associated with the development of adenomatous and malignant polyps in the gallbladder, including hepatitis B core antibodies, polyp number, polyp size, wall thickness, and gallbladder size. To address the need for accurate prediction, we introduced a novel neural network learning algorithm. This algorithm utilizes the aforementioned risk factors to predict the nature of gallbladder polyps. By accurately identifying the nature of these polyps, our model can assist patients in making informed decisions regarding their treatment and management strategies. This innovative approach aims to improve patient outcomes and enhance the overall effectiveness of care.


Subject(s)
Adenoma , Adenomatous Polyps , Gallbladder Neoplasms , Hepatitis B , Polyps , Humans , Retrospective Studies , Gallbladder Neoplasms/diagnostic imaging , Gallbladder Neoplasms/pathology , Risk Factors , Polyps/diagnostic imaging , Polyps/pathology , Adenoma/diagnosis , Adenoma/pathology , Adenoma/surgery , Neural Networks, Computer
8.
Ceska Gynekol ; 89(1): 44-51, 2024.
Article in English | MEDLINE | ID: mdl-38418253

ABSTRACT

This article presents a comprehensive review of factors that increase the risk of malignancy in ultrasound findings of an endometrial polyp. We collected original studies, reviews, and meta-analyses that dealt with the topic of endometrial polyps and the risk of developing endometrial cancer. Each presumed risk factor was analysed individually. According to searched studies, abnormal uterine bleeding, old age, and body mass index are valid risk factors for developing endometrial cancer in endometrial polyps. Lynch syndrome patients are also in a high-risk group for endometrial cancer. On the other hand, the number of polyps, their size, diabetes mellitus, hypertension, and positive family history are factors with inconclusive results. There are either not enough data or different results among several studies.


Subject(s)
Endometrial Neoplasms , Polyps , Uterine Diseases , Uterine Neoplasms , Female , Humans , Pregnancy , Uterine Neoplasms/pathology , Endometrial Neoplasms/diagnostic imaging , Endometrial Neoplasms/etiology , Uterine Diseases/complications , Polyps/diagnostic imaging , Polyps/pathology , Risk Factors , Hysteroscopy , Uterine Hemorrhage/etiology , Endometrium/pathology
9.
J Endourol ; 38(3): 219-227, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38185850

ABSTRACT

Objective: The aim of this study is to assess the efficacy and safety of laparoscopic surgery in the treatment of pediatric ureteral fibroepithelial polyp (FEP) patients. Our hypothesis is that laparoscopic surgery can effectively treat FEPs while minimizing patient discomfort and complications. Our research aims to evaluate the clinical outcomes of the surgery, including postoperative symptom relief, improvement in kidney function, and risk of postoperative complications. Methods: The clinical records of 34 patients who underwent ureteral polyp surgery at the Department of Urology at Anhui Provincial Children's Hospital between May 2014 and February 2023 were retrospectively analyzed. All patients underwent laparoscopic surgery. Among the 34 pediatric patients, there were 31 males and 3 females, with 2 on the right side and 32 on the left side. Of these cases, 24 polyps were located at the ureteropelvic junction, while seven were found in the upper segment of the ureter and three in its middle segment. Patients' ages ranged from 4 years and 3 months to 15 years, with a median age of 8 years and 6 months. All children presented with varying degrees of hydronephrosis, and preoperative clinical symptoms included ipsilateral flank or abdominal pain, hematuria, and other discomfort. Preoperative examinations mainly comprised ultrasound, intravenous pyelography, CT, or magnetic resonance urography imaging studies, as well as diuretic renography. All pediatric patients underwent laparoscopic excision of the polyp segment of the ureter, followed by renal pelvis ureteroplasty or ureter-to-ureter anastomosis. Results: All patients underwent surgery without conversion to open surgery. The surgical duration ranged from 72 to 313 minutes, with an average of 179.5 minutes. The average intraoperative blood loss was 14 mL. Postoperatively, one patient experienced leakage at the anastomotic site; however, no other significant complications occurred during or after the procedure. Postoperative histopathology confirmed the presence of FEPs in the ureter for all cases. All patients experienced a favorable postoperative recovery, with hospitalization periods ranging from 3 to 16 days and an average stay of 8.6 days. A Double-J stent was inserted in all patients for a duration of 1 to 2 months after surgery, and upon removal, follow-up color Doppler ultrasound revealed reduced hydronephrosis within 1 to 3 months. Follow-up examinations were conducted at intervals ranging from 3 to 108 months postsurgery, with an average follow-up time of 42.2 months, during which no recurrence of ureteral polyps or symptoms such as pain and hematuria was observed. Conclusions: The findings of this study demonstrate that laparoscopic excision of the polyp segment of the ureter, renal pelvis ureteroplasty, and ureter-to-ureter anastomosis represent safe and effective treatment modalities for pediatric FEPs in the ureters. This technique offers several advantages, including minimal invasiveness, rapid recovery, and definitive therapeutic efficacy, which effectively alleviate clinical symptoms and improve hydronephrosis.


Subject(s)
Hydronephrosis , Kidney Neoplasms , Laparoscopy , Polyps , Ureter , Ureteral Neoplasms , Ureteral Obstruction , Male , Female , Humans , Child , Infant , Ureter/surgery , Hematuria , Retrospective Studies , Hydronephrosis/surgery , Laparoscopy/methods , Ureteral Neoplasms/surgery , Ureteral Neoplasms/complications , Kidney Neoplasms/surgery , Polyps/diagnostic imaging , Polyps/surgery , Polyps/complications , Ureteral Obstruction/surgery
10.
Eur Arch Otorhinolaryngol ; 281(4): 2055-2062, 2024 Apr.
Article in English | MEDLINE | ID: mdl-37695363

ABSTRACT

PURPOSE: To develop and validate a deep learning model for distinguishing healthy vocal folds (HVF) and vocal fold polyps (VFP) on laryngoscopy videos, while demonstrating the ability of a previously developed informative frame classifier in facilitating deep learning development. METHODS: Following retrospective extraction of image frames from 52 HVF and 77 unilateral VFP videos, two researchers manually labeled each frame as informative or uninformative. A previously developed informative frame classifier was used to extract informative frames from the same video set. Both sets of videos were independently divided into training (60%), validation (20%), and test (20%) by patient. Machine-labeled frames were independently verified by two researchers to assess the precision of the informative frame classifier. Two models, pre-trained on ResNet18, were trained to classify frames as containing HVF or VFP. The accuracy of the polyp classifier trained on machine-labeled frames was compared to that of the classifier trained on human-labeled frames. The performance was measured by accuracy and area under the receiver operating characteristic curve (AUROC). RESULTS: When evaluated on a hold-out test set, the polyp classifier trained on machine-labeled frames achieved an accuracy of 85% and AUROC of 0.84, whereas the classifier trained on human-labeled frames achieved an accuracy of 69% and AUROC of 0.66. CONCLUSION: An accurate deep learning classifier for vocal fold polyp identification was developed and validated with the assistance of a peer-reviewed informative frame classifier for dataset assembly. The classifier trained on machine-labeled frames demonstrates improved performance compared to the classifier trained on human-labeled frames.


Subject(s)
Deep Learning , Polyps , Humans , Laryngoscopy/methods , Vocal Cords/diagnostic imaging , Neural Networks, Computer , Retrospective Studies , Machine Learning , Polyps/diagnostic imaging
12.
Eur J Radiol ; 170: 111244, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38043381

ABSTRACT

PURPOSE: We aimed to develop a 4-level risk stratification model using a scoring system based on conventional ultrasound to improve the diagnosis of gallbladder polyp. METHOD: Patients with histopathologically confirmed gallbladder polyps were consecutively recruited from three medical centres. Conventional ultrasound findings and clinical characteristics were acquired prior to cholecystectomy. Risk factors for neoplastic and malignant polyps were used to build a risk stratification system via interobserver agreement and multivariate logistic regression analysis. The model was retrospectively trained using 264 pre-surgical samples and prospectively validated using 106 pre-surgical samples. Model performance was evaluated using the area under the receiver operating characteristic curve (AUC) and malignant polyp rate. RESULTS: In total, 370 patients (mean age, 51.68 ± 14.41 years, 156 men) were enrolled in this study. Size (≥12 mm), shape (oblate or round), single, vascularity, gallbladder stone or sludge were considered risk factors for neoplastic polyps. Size (≥14 mm), shape (oblate), single, disrupted gallbladder wall, and gallbladder stone or sludge were risk factors for malignant polyps (all p < 0.05). In the scoring system, the sensitivity, specificity, and AUC of score ≥ 9 in diagnosing neoplastic polyps were 0.766, 0.788, and 0.876 respectively; and the sensitivity, specificity, and AUC of score ≥ 15 in diagnosing malignant polyps were 0.844, 0.926, and 0.949 respectively. In our model, the malignancy rates at the four levels were 0 % (0/24), 1.28 % (2/156), 9.26 % (5/54), and 70.37 % (38/54), respectively. CONCLUSIONS: The 4-level risk stratification model based on conventional ultrasound imaging showed excellent performance in classifying gallbladder polyps.


Subject(s)
Gallbladder Diseases , Gallbladder Neoplasms , Gallstones , Gastrointestinal Neoplasms , Polyps , Male , Humans , Adult , Middle Aged , Aged , Gallbladder/diagnostic imaging , Gallbladder/pathology , Gallbladder Neoplasms/diagnostic imaging , Gallbladder Neoplasms/pathology , Retrospective Studies , Sewage , Diagnosis, Differential , Gallbladder Diseases/diagnostic imaging , Ultrasonography/methods , Polyps/diagnostic imaging , Polyps/pathology , Gastrointestinal Neoplasms/pathology , Risk Assessment
13.
Ultrasound Obstet Gynecol ; 63(4): 556-563, 2024 04.
Article in English | MEDLINE | ID: mdl-37927006

ABSTRACT

OBJECTIVES: To assess the ability of the International Endometrial Tumor Analysis (IETA)-1 polynomial regression model to estimate the risk of endometrial cancer (EC) and other intracavitary uterine pathology in women without abnormal uterine bleeding. METHODS: This was a retrospective study, in which we validated the IETA-1 model on the IETA-3 study cohort (n = 1745). The IETA-3 study is a prospective observational multicenter study. It includes women without vaginal bleeding who underwent a standardized transvaginal ultrasound examination in one of seven ultrasound centers between January 2011 and December 2018. The ultrasonography was performed either as part of a routine gynecological examination, during follow-up of non-endometrial pathology, in the work-up before fertility treatment or before treatment for uterine prolapse or ovarian pathology. Ultrasonographic findings were described using IETA terminology and were compared with histology, or with results of clinical and ultrasound follow-up of at least 1 year if endometrial sampling was not performed. The IETA-1 model, which was created using data from patients with abnormal uterine bleeding, predicts four histological outcomes: (1) EC or endometrial intraepithelial neoplasia (EIN); (2) endometrial polyp or intracavitary myoma; (3) proliferative or secretory endometrium, endometritis, or endometrial hyperplasia without atypia; and (4) endometrial atrophy. The predictors in the model are age, body mass index and seven ultrasound variables (visibility of the endometrium, endometrial thickness, color score, cysts in the endometrium, non-uniform echogenicity of the endometrium, presence of a bright edge, presence of a single dominant vessel). We analyzed the discriminative ability of the model (area under the receiver-operating-characteristics curve (AUC); polytomous discrimination index (PDI)) and evaluated calibration of its risk estimates (observed/expected ratio). RESULTS: The median age of the women in the IETA-3 cohort was 51 (range, 20-85) years and 51% (887/1745) of the women were postmenopausal. Histology showed EC or EIN in 29 (2%) women, endometrial polyps or intracavitary myomas in 1094 (63%), proliferative or secretory endometrium, endometritis, or hyperplasia without atypia in 144 (8%) and endometrial atrophy in 265 (15%) women. The endometrial sample had insufficient material in five (0.3%) cases. In 208 (12%) women who did not undergo endometrial sampling but were followed up for at least 1 year without clinical or ultrasound signs of endometrial malignancy, the outcome was classified as benign. The IETA-1 model had an AUC of 0.81 (95% CI, 0.73-0.89, n = 1745) for discrimination between malignant (EC or EIN) and benign endometrium, and the observed/expected ratio for EC or EIN was 0.51 (95% CI, 0.32-0.82). The model was able to categorize the four histological outcomes with considerable accuracy: the PDI of the model was 0.68 (95% CI, 0.62-0.73) (n = 1532). The IETA-1 model discriminated very well between endometrial atrophy and all other intracavitary uterine conditions, with an AUC of 0.96 (95% CI, 0.95-0.98). Including only patients in whom the endometrium was measurable (n = 1689), the model's AUC was 0.83 (95% CI, 0.75-0.91), compared with 0.62 (95% CI, 0.52-0.73) when using endometrial thickness alone to predict malignancy (difference in AUC, 0.21; 95% CI, 0.08-0.32). In postmenopausal women with measurable endometrial thickness (n = 848), the IETA-1 model gave an AUC of 0.81 (95% CI, 0.71-0.91), while endometrial thickness alone gave an AUC of 0.70 (95% CI, 0.60-0.81) (difference in AUC, 0.11; 95% CI, 0.01-0.20). CONCLUSION: The IETA-1 model discriminates well between benign and malignant conditions in the uterine cavity in patients without abnormal bleeding, but it overestimates the risk of malignancy. It also discriminates well between the four histological outcome categories. © 2023 International Society of Ultrasound in Obstetrics and Gynecology.


Subject(s)
Endometrial Hyperplasia , Endometrial Neoplasms , Endometritis , Polyps , Uterine Neoplasms , Female , Humans , Young Adult , Adult , Middle Aged , Aged , Aged, 80 and over , Male , Endometritis/pathology , Retrospective Studies , Endometrial Neoplasms/diagnostic imaging , Endometrial Neoplasms/pathology , Endometrium/diagnostic imaging , Endometrium/pathology , Uterine Neoplasms/diagnostic imaging , Uterine Neoplasms/pathology , Uterine Hemorrhage/diagnostic imaging , Uterine Hemorrhage/pathology , Ultrasonography , Endometrial Hyperplasia/diagnostic imaging , Endometrial Hyperplasia/pathology , Polyps/diagnostic imaging , Polyps/pathology , Atrophy/pathology
14.
Eur J Surg Oncol ; 50(2): 107930, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38159390

ABSTRACT

BACKGROUND: Gallbladder adenoma represents a precancerous lesion of gallbladder cancer. However, distinguishing it from cholesteryl polyps of the gallbladder before surgery is challenging. Thus, we aimed to comprehensively explore various risk factors contributing to the formation of gallbladder adenoma to facilitate an informed diagnosis and treatment by clinicians. METHODS: We conducted a retrospective analysis of patients who had undergone cholecystectomy at the Affiliated Hospital of Qingdao University between January 2015 and December 2022. Following postoperative pathological examination, patients were categorized into cholesterol polyp and adenoma groups. We analyzed their baseline characteristics, ultrasound imaging variables, and biochemical data using logistic, lasso, and stepwise regression. Subsequently, we constructed a preoperative prediction model based on the independent risk factors. RESULTS: Regression analysis of 520 gallbladder polyps and 288 gallbladder adenomas in the model group revealed that age, gallbladder wall thickness, polyp size, echogenicity, pedunculation, and adenosine deaminase (ADA) levels were independent predictors of gallbladder adenoma, all with P < 0.05. Using these indicators, we established a regression equation: Logistic (P) = -5.615 + 0.018 ∗ age - 4.64 ∗ gallbladder wall thickness + 1.811 ∗ polyp size + 2.855 ∗ polyp echo + 0.97∗ pedunculation + 0.092 ∗ ADA. The resulting area under the curve (AUC) value was 0.894 (95 % CI: 0.872-0.917, P < 0.01), with a sensitivity of 89.20 %, specificity of 79.40 %, and overall accuracy of 84.41 % for adenoma detection. CONCLUSION: Age, polyp size, gallbladder wall thickness, polyp echogenicity, pedunculation, and ADA levels emerge as independent risk factors for gallbladder adenoma.


Subject(s)
Adenoma , Gallbladder Diseases , Gallbladder Neoplasms , Polyps , Humans , Child, Preschool , Retrospective Studies , Gallbladder Neoplasms/diagnostic imaging , Gallbladder Neoplasms/surgery , Gallbladder Diseases/diagnostic imaging , Gallbladder Diseases/surgery , Ultrasonography/methods , Adenoma/diagnostic imaging , Adenoma/surgery , Polyps/diagnostic imaging , Polyps/surgery
15.
Medicine (Baltimore) ; 102(51): e36622, 2023 Dec 22.
Article in English | MEDLINE | ID: mdl-38134113

ABSTRACT

RATIONALE: Gallbladder polyps are a general term for localized lesions in which the gallbladder wall protrudes into the gallbladder cavity, and benign lesions are common. Although current guidelines recommend cholecystectomy for gallbladder polyps ≥ 10 mm in size, the probability of finding cancer in postoperative pathological specimens is low. We should avoid unnecessary cholecystectomy and treat polyps with gallbladder preservation. Microwave ablation is safe and effective for the treatment of solid lesions, and can inactivates polyps while preserving gallbladder. Hence, we report a case of ultrasound-guided percutaneous microwave ablation of gallbladder polyps. PATIENT CONCERNS: A 72-year-old female patient had previously diagnosed a gallbladder polyp, but it was not taken seriously. Recently, the patient had occasional right upper abdominal discomfort and a desire to preserve gallbladder. DIAGNOSES: Ultrasound showed a medium hyperechoic papillary protrusion in the gallbladder without echo behind, and the changed position did not move. Contrast-enhanced ultrasound (CEUS) showed no malignant signs. The diagnosis was a gallbladder polyp. INTERVENTIONS: The bile is drained and the drainage tube is fixed under real-time ultrasound guidance, then the gallbladder cavity is flushed and filled. Saline was injected between the serous and mucosal layers of the gallbladder to form an "edema band" to protect the gallbladder wall. Then, ultrasound-guided biopsy of gallbladder polyps was performed and sent for histological examination. Finally, the microwave needle was inserted into the target area under real-time ultrasonic guidance, and ablation was performed for 3 minutes (20 W). Postoperative CEUS: No significant enhancement was observed in the lesion. OUTCOMES: Within 6 months of follow-up, the patient's gallbladder systolic function was normal, and there was no discomfort and no recurrence. The lesion reduction rate reached 100% at 1 week after surgery. LESSONS: Ultrasound guided percutaneous microwave ablation of gallbladder polyps not only preserves the gallbladder but also inactivates the polyps without affecting the systolic function of the gallbladder, which provides a new idea for the treatment of gallbladder polyps.


Subject(s)
Gallbladder Diseases , Gallbladder Neoplasms , Polyps , Female , Humans , Aged , Gallbladder/diagnostic imaging , Gallbladder/surgery , Gallbladder/pathology , Gallbladder Neoplasms/diagnostic imaging , Gallbladder Neoplasms/surgery , Microwaves/therapeutic use , Gallbladder Diseases/diagnostic imaging , Gallbladder Diseases/surgery , Gallbladder Diseases/pathology , Polyps/diagnostic imaging , Polyps/surgery , Ultrasonography , Ultrasonography, Interventional
16.
BMC Womens Health ; 23(1): 534, 2023 10 10.
Article in English | MEDLINE | ID: mdl-37817177

ABSTRACT

BACKGROUND: Placental polyps are rare complications of delivery or abortion. They are thought to complicate less than 0.25% of all pregnancies, although the actual incidence is unknown. While they typically occur within four weeks of delivery or abortion, they can have a variable presentation, which can lead to a delay in care. CASE PRESENTATION: A 35-year-old G4P2012 patient presented at 9 weeks gestation for a medication abortion. Post-abortion ultrasound after one week confirmed the abortion was complete and her bleeding ceased. The patient then presented two months later with the new onset of worrisome bleeding. She was found on ultrasound to have a new hypervascular polypoidal mass in the endometrial cavity. She then underwent an in-office dilation and curettage with an electric vacuum aspirator, which was curative. A follow up ultrasound three months later demonstrated no recurrence. CONCLUSIONS: Placental polyps are a rare complication following pregnancy and should be included in the differential when a patient presents with bleeding and a new mass in the endometrial cavity on ultrasound following a delivery or abortion, even when frankly retained products of conception had been ruled out at time of abortion.


Subject(s)
Abortion, Induced , Abortion, Spontaneous , Polyps , Puerperal Disorders , Pregnancy , Female , Humans , Adult , Placenta , Uterus , Abortion, Induced/adverse effects , Polyps/complications , Polyps/diagnostic imaging
17.
Cir. Esp. (Ed. impr.) ; 101(10): 701-707, oct. 2023. tab, ilus
Article in Spanish | IBECS | ID: ibc-226496

ABSTRACT

Introducción: La incidencia de pólipos vesiculares es del 0,3-12%. Es importante diferenciar los seudopólipos (pólipos de colesterol, adenomiomatosis o pólipos inflamatorios) de los pólipos verdaderos (adenomas y adenocarcinomas). Los principales factores de riesgo de malignización son el tamaño superior a 6-10mm, crecimiento rápido del mismo, morfología sésil, etnia india y colangitis esclerosante primaria. La ecografía es el gold standard para su diagnóstico. Sin embargo, la mayoría de los pólipos diagnosticados por ecografía son seudopólipos. El objetivo del estudio es analizar si la ecografía es precisa para diagnosticar los pólipos verdaderos en los pacientes cuya indicación quirúrgica ha sido este diagnóstico ecográfico. Métodos: Estudio observacional retrospectivo de los pacientes intervenidos en nuestro centro, desde el año 2007 al 2019, de colecistectomía electiva por presentar pólipos vesiculares. La cirugía se indicó en pacientes sintomáticos y/o con factores de riesgo. El estudio fue aprobado por el Comité Ético de Investigación Clínica de nuestro hospital. Resultados: Se han incluido 124 pacientes. En todos ellos se ha realizado colecistectomía laparoscópica. La edad media fue de 55,4 años y el 61% eran mujeres. El 65% tenían síntomas biliares. En nuestro estudio, solo 3 pacientes presentaron pólipos verdaderos (2,4%). Todos ellos, fueron adenomas tubulares. El resto de los pacientes resultaron falsos positivos (97,6%). El tamaño de los adenomas fue de 11, 6 y 5mm. La cirugía se indicó por tamaño o por clínica asociada. Conclusiones: La ecografía no es precisa para el diagnóstico de pólipos vesiculares verdaderos. La validación de otras pruebas complementarias para el diagnóstico de pólipos en pacientes asintomáticos podría ser relevante para evitar cirugías innecesarias. (AU)


Introduction: The incidence of gallbladder polyps is 0,3-12%. It is important to differentiate pseudopolyps (cholesterol polyps, adenomyomatosis, inflammatory polyps), which do not have the potential to become malignant, and true polyps (adenomas and adenocarcinomas). The main risk factors for malignancy are size>6-10mm, rapid growth, sessile morphology, Indian ethnicity and primary sclerosing cholangitis. Ultrasound is the gold standard for diagnosis. However, most polyps diagnosed by ultrasound are pseudopolyps. The main objective of this study is to analyze whether ultrasound is accurate for diagnosing true polyps in patients undergoing surgery for this reason. Methods: We conducted a retrospective observational study with prospective data entry of patients undergoing elective cholecystectomy for gallbladder polyps from 2007 to 2021. Surgery was indicated in symptomatic patients and in those with risk factors. The study was approved by the Clinical Research Ethics Committee of our hospital. Results: Our study included 124 patients who had undergone elective laparoscopic cholecystectomy. Mean age was 55.4 years, and 61% were women. In total, 65% were symptomatic at diagnosis. Only 3 patients had true polyps (2.4%), all of which were tubular adenomas. The remainig patients were false positives (97.6%). The adenoma sizes were 11, 6 and 5mm, respectively. The surgical indication was due to polyp size or due to associated biliary symptoms. Conclusion: Ultrasonography is not accurate for the diagnosis of gallbladder polyps. The validation of other complementary tests for the diagnose gallbladder polyps in asymptomatic patients could be relevant to avoid unnecessary surgeries. (AU)


Subject(s)
Humans , Male , Female , Adult , Middle Aged , Aged , Polyps/diagnostic imaging , Gallbladder Diseases/diagnostic imaging , Ultrasonography , Retrospective Studies , Risk Factors , Cholecystectomy , Gallbladder Diseases/surgery
18.
Cir Esp (Engl Ed) ; 101(10): 701-707, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37748643

ABSTRACT

INTRODUCTION: Incidence of gallbladder polyps is 0,3-12%. It is important to differentiate pseudopolyps (cholesterol polyps, adenomyomatosis, inflammatory polyps), which do not have the capacity to become malignant, from true polyps (adenomas and adenocarcinomas). The main risk factors for malignancy are >6-10 mm, growth, sessile morphology, Indian ethnicity and primary sclerosing cholangitis. Ultrasound is the gold standard for diagnosis. Most polyps diagnosed by ultrasound are pseudopolyps. The main objective of this study is to analyse whether ultrasound is accurate for diagnosing true polyps in patients undergoing surgery for this reason. METHODS: Retrospective observational study with prospective data entry of patients undergoing elective cholecystectomy for gallbladder polyps from 2007 to 2021. Surgery was indicated in symptomatic patients and in those with risk factors. The study has been approved by the Clinical Research Ethics Committee of our hospital. RESULTS: We included 124 patients in our study. An elective laparoscopic cholecystectomy was performed in all of them. The mean age was 55,4 years and 61% were women. Of all patients, 65% were symptomatic at diagnosis. Only 3 patients had true polyps (2,4%). All of them were tubular adenomas. The rest of patients were false positives (97,6%). The adenoma size was 11, 6 and 5 mm, respectively. The surgical indication was due to polyp size or due to associated biliary symptoms. CONCLUSION: Ultrasonography is not accurate for the diagnosis of gallbladder polyps. Validation of other complementary tests for the diagnosis of gallbladder polyps in asymptomatic patients could be relevant to avoid unnecessary surgeries.


Subject(s)
Adenoma , Colorectal Neoplasms , Gallbladder Diseases , Gallbladder Neoplasms , Gastrointestinal Neoplasms , Polyps , Female , Humans , Male , Adenoma/diagnostic imaging , Adenoma/surgery , Cholecystectomy , Colorectal Neoplasms/surgery , Gallbladder Diseases/diagnostic imaging , Gallbladder Diseases/surgery , Gallbladder Neoplasms/diagnostic imaging , Gallbladder Neoplasms/surgery , Gastrointestinal Neoplasms/surgery , Polyps/diagnostic imaging , Polyps/surgery , Prospective Studies , Ultrasonography , Retrospective Studies
20.
Ugeskr Laeger ; 185(27)2023 07 03.
Article in Danish | MEDLINE | ID: mdl-37539809

ABSTRACT

Gallbladder polyp (GBP) is a common yet often incidental finding in abdominal imaging. Gallbladder cancer is a rare disease with a high mortality due to late onset of symptoms and diagnostics. Most GBPs are pseudopolyps which do not undergo malignant transformation, however some are true neoplastic polyps with a malignant potential. In this review based on newly published international guidelines we recommend management in terms of assessment of individual risk factors as well as ultrasound features associated with risk of malignancy. A diagram with suggested algorithm is provided.


Subject(s)
Gallbladder Diseases , Gallbladder Neoplasms , Gastrointestinal Neoplasms , Polyps , Humans , Follow-Up Studies , Gallbladder Diseases/diagnosis , Gallbladder Diseases/pathology , Gallbladder Neoplasms/diagnostic imaging , Polyps/diagnostic imaging , Ultrasonography , Retrospective Studies
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