Recurrent Group Research Articles

The clinical significance of the lymph node ratio as a recurrence indicator in ampullary cancer after curative pancreaticoduodenectomy.

The clinical significance of the lymph node ratio (LNR), the number of metastatic lymph nodes per dissected lymph node, has not been sufficiently clarified in ampullary cancer. Among patients diagnosed histopathologically with ampullary cancer between 1980 and 2018, the study included 106 who underwent pathological radical resection by pancreaticoduodenectomy. The relationships between the LNR and metastatic lymph node sites and prognosis were examined. Multivariate analysis revealed that sex and lymph node metastasis were independent prognostic factors. In the 46 patients (43%) with metastatic lymph nodes, the LNR in the recurrence group was significantly higher than that in the non-recurrence group (0.15 ± 0.11 vs. 0.089 ± 0.071, p = 0.025). The receiver operating characteristic curve demonstrated that the LNR cut-off value, 0.07 (area under the curve = 0.70, sensitivity 81%, specificity 56%), was a significant indicator for recurrence (22% vs. 61%, p = 0.016) and prognosis (5-year survival: 48% vs. 83%, p = 0.028). Among the metastatic lymph node sites in the 46 positive cases, lymph node metastases developed from the peripancreatic head region (80%, 37/46) to the superior mesenteric artery (33%, 15/46) and para-aortic (11%, 5/46) regions. Lymph node metastasis is an independent prognostic factor, and the LNR is a significant indicator for recurrence and prognosis in patients with ampullary cancer.

Is lifestyle different in male partners experiencing recurrent pregnancy loss compared to men fathering a live birth?

Recurrent pregnancy loss is characterized by three or more consecutive pregnancy losses. Although the causes of recurrent pregnancy loss are often unknown, chromosomal defects and fetal anomalies account for a significant proportion of cases. Previous research has primarily focused on maternal factors, but recent attention has shifted to the role of male lifestyle factors. This study examined how male lifestyle factors and chronic illnesses affect recurrent pregnancy loss in a Danish cohort. Objectives included analyzing demographic and clinical features, as well as assessing lifestyle factors and pregnancy outcomes. We included 741 males referred to the Danish recurrent pregnancy loss unit between 2009 and 2021, alongside a control group of 1173 males from the PREGCO study. Data on demography, clinical features, lifestyle factors, and pregnancy outcomes were collected and analyzed. The recurrent pregnancy loss group had a higher mean age compared to the controls. Although there was a trend suggesting a higher prevalence of obesity in the recurrent pregnancy loss group, statistical significance was not reached. The prevalence of chronic illnesses was similar in both groups. In the recurrent pregnancy loss group, a higher body mass index and history of previous or current smoking were associated with a lower pregnancy rate, and men who never smoked had an increased likelihood of achieving pregnancy. However, these associations lost significance after adjusting for potential confounders. The study suggests an association between male obesity and smoking, and decreased pregnancy rates after referral for recurrent pregnancy loss. However, further research is needed to understand the underlying mechanisms and establish causality in this association. The study reveals potential associations between male smoking, male obesity, and reduced pregnancy rates in individuals referred for recurrent pregnancy loss. These findings emphasize the importance of considering male lifestyle factors in the evaluation and management of recurrent pregnancy loss.

Creation of a Prediction Model of Local Tumor Recurrence After a Successful Conventional Transcatheter Arterial Chemoembolization Using Cone-Beam Computed Tomography Based-Radiomics.

To create and evaluate prediction models of local tumor recurrence after successful conventional transcatheter arterial chemoembolization (c-TACE) via radiomics analysis of lipiodol deposition using cone-beam computed tomography (CBCT) images obtained at the completion of TACE. A total of 103 hepatocellular carcinoma nodules in 71 patients, who achieved a complete response (CR) based on the modified Response Evaluation Criteria in Solid Tumors 1month after TACE, were categorized into two groups: prolonged CR and recurrence groups. Three types of areas were segmented on CBCT: whole segment (WS), tumor segment (TS), and peritumor segment (PS). From each segment, 105 radiomic features were extracted. The nodules were randomly divided into training and test datasets at a ratio of 7:3. Following feature reduction for each segment, three models (clinical, radiomics, and clinical-radiomics models) were developed to predict recurrence based on logistic regression. The clinical-radiomics model of WS showed the best performance, with the area under the curve values of 0.853 (95% confidence interval: 0.765-0.941) in training and 0.752 (0.580-0.924) in test dataset. In the analysis of radiomic feature importance of all models, among all radiomic features, glcm_MaximumProbability, shape_MeshVolume and shape_MajorAxisLength had negative coefficients. In contrast, shape_SurfaceVolumeRatio, shape_Elongation, glszm_SizeZoneNonUniformityNormalized, and gldm_GrayLevelNonUniformity had positive coefficients. In this study, a machine-learning model based on cone-beam CT images obtained at the completion of c-TACE was able to predict local tumor recurrence after successful c-TACE. Nonuniform lipiodol deposition and irregular shapes may increase the likelihood of recurrence.

Distally based sural flaps for soft tissue defects following traumatic osteomyelitis of lower leg and foot.

This retrospective study aimed to determine the incidence and risk factors for osteomyelitis recurrence and present our experiences in treating traumatic osteomyelitis in the lower leg and foot. We retrospectively reviewed data from 174 patients with distally based sural flaps for treating traumatic osteomyelitis with soft tissue defects in the lower leg and foot from November 2003 to February 2021. Possible risk factors for osteomyelitis recurrence were compared between the osteomyelitis control and recurrence groups. A total of 162 (93.1%) flaps survived uneventfully, while 12 (6.9%) flaps developed partial necrosis. Five patients had a bone defect with an average length of 5cm. The free vascularized bone grafts were performed in two patients, and bone transportations were performed in three patients. All patients were followed up with an average period of 72.8 months. There were 152 patients (87.4%) in control group and 22 patients (12.6%) in recurrence group. The recurrence rates of osteomyelitis were significantly higher when the patient's age was 40 years or more and the duration was 10 weeks or more (P < 0.05). Cierny-Mader (C-M) classification type IV osteomyelitis was also significantly associated with osteomyelitis recurrence (p = 0.049). This flap combined with appropriate osteomyelitis treatment was an effective method to treat traumatic osteomyelitis of lower leg and foot with a soft tissue defect. Both patient age ≥ 40 years old and C-M type IV osteomyelitis were nonnegligible risk factors for osteomyelitis recurrence.

Long-Term Efficacy of Posterior Neurectomy in Anterior Cutaneous Nerve Entrapment Syndrome.

To analyze long-term treatment outcomes of a posterior neurectomy in a large cohort of patients with anterior cutaneous nerve entrapment syndrome (ACNES). The current step-up treatment approach for ACNES involves abdominal wall tender point injections, pulsed radiofrequency, and neurectomy. If an anterior neurectomy fails or pain reoccurs, a posterior neurectomy is considered as a final surgical option. Data on posterior neurectomy treatment outcomes are scarce. ACNES patients who underwent a unilateral posterior neurectomy between 2012 and 2022 in a single institution completed a questionnaire regarding their current pain status. Primary outcomes were short- and long-term treatment success, defined as ≥50% pain relief. Patients were stratified whether the operative indication was recurrent pain (>3months) after an initially successful anterior neurectomy or ongoing pain after an anterior neurectomy. Data from 260 of 379 patients (77% female, mean age 42years) were analyzed (68.6% response rate). Sensitivity analysis found that short-term outcomes were similar between responders and non-responders. The recurrent pain group demonstrated significantly better treatment outcomes compared to the ongoing pain group, both in the short-term (7weeks; treatment success 79.2% vs. 53.2%, p < 0.001) and long-term (58months; treatment success 61.1% vs. 42.0%, p = 0.001). Sixteen (minor) complications (6.2%) were reported, resulting in three surgical re-interventions (1.2%). A posterior neurectomy is long-term beneficial in approximately half of patients although treatment success is better for recurrent pain than ongoing pain. These findings aid in optimizing preoperative patient counseling.

The economic burden of recurrence in elderly patients with completely resected, stage IIB/IIC or III melanoma: an analysis of the Surveillance, Epidemiology, and End Results-Medicare linked database

Aims To compare healthcare resource utilization (HRU) and costs between patients with or without melanoma recurrence and between patients with distant or locoregional melanoma recurrence. Methods Patients aged ≥65 years with completely resected, stage IIB/IIC or III melanoma were identified from Surveillance, Epidemiology, and End Results-Medicare data and stratified based on whether they experienced a recurrence, and whether it was distant or locoregional (separately for each stage). The index date was the date of recurrence (recurrence group) or a randomly assigned date (non-recurrence group). Patients in the recurrence and non-recurrence groups were propensity score-matched 1:1 based on patient characteristics; HRU and healthcare costs were compared between the 2 groups and between patients with distant or locoregional recurrence during the ≤24 months following index. Results After matching, 507 pairs of patients with recurrent or non-recurrent stage IIB/IIC melanoma (236 patients with distant recurrence, 271 with locoregional) and 141 pairs of patients with recurrent or non-recurrent stage III melanoma (50 patients with distant recurrence, 91 with locoregional) were included. During the first year following recurrence, unadjusted HRU was generally higher in patients with versus without recurrence and patients with distant versus locoregional recurrence among both stage IIB/IIC and III cohorts. Patients who experienced recurrence incurred $6,474 (stage IIB/IIC) or $6,112 (stage III) per patient per month (PPPM) more in unadjusted, all-cause, total healthcare costs than patients without recurrence (both p < 0.001). Patients with distant recurrence incurred $7,292 (stage IIB/IIC) or $5,436 (stage III) PPPM more in unadjusted, all-cause, total healthcare costs than patients with locoregional recurrence (both p < 0.05). Limitations Melanoma recurrence was identified using a claims-based algorithm. Conclusions Economic burden is higher in patients with versus without melanoma recurrence and patients with distant versus locoregional recurrence. There is a high unmet need for adjuvant therapies that may help to prevent or delay recurrence.

Assessing Left Atrial Appendage Functions by Transesophageal Echocardiography and Speckle Tracking Imaging to Predict Recurring Atrial Fibrillation Post-Radiofrequency Catheter Ablation.

To predict recurring atrial fibrillation (AF) following radiofrequency catheter ablation by assessing the attributes of the left atrium and the left atrial (LA) appendage (LAA) using transesophageal echocardiography (TEE) and speckle tracking imaging. The structural and functional indices of the LA and LAA of 80 patients with AF who underwent preoperative transthoracic echocardiography and TEE were measured. Recurrence was recorded postoperatively at 3, 6, and 12 months. The independent determinants of recurring AF were identified by logistic regression, and their optimum cutoff values, sensitivity, and specificity were estimated from the receiver operating characteristic (ROC) curves. The recurrent and nonrecurrent groups comprised 17 and 63 patients, respectively. The LA internal diameter, LA end-diastolic and end-systolic volumes, LAA length, diameter and area of the opening of the LAA, and LAA end-diastolic volume were higher in the recurrent group. The LA strain in the reservoir phase, the ejection fraction and filling velocity of the LAA, the LAA emptying velocity (LAAeV), and the LAA strain (LAAS) reduced considerably. Multifactorial regression analyses demonstrated that the LAAeV and LAAS were independent determinants of recurring AF. ROC curve analysis revealed that the LAAeV and LAAS predicted postoperative recurrence at 34.5cm/s (area under the curve [AUC]: 0.954, sensitivity: 94.1%, and specificity: 92.1%) and 11.61% (AUC: 0.925, sensitivity: 82.4%, and specificity: 95.2%), respectively, while the AUC, sensitivity, and specificity of the combined predictors (LAAeV+LAAS) were 0.978, 94.1%, and 93.7%, respectively. The LAAeV and LAAS independently influenced the postoperative recurrence of AF.

The Utility of Speckle Tracking Echocardiographic Parameters in Predicting Atrial Fibrillation Recurrence After Catheter Ablation in Patients with Non-Valvular Atrial Fibrillation.

Despite the efficacy of catheter ablation (CA) as a treatment for non-valvular atrial fibrillation (NVAF), many patients still experience atrial fibrillation (AF) recurrence after CA. This study aimed to evaluate the predictive value of speckle tracking echocardiographic (STE) parameters for AF recurrence post-ablation. A total of 380 NVAF patients treated with CA at the First Affiliated Hospital of Guangxi Medical University from January 2020 to March 2023 were prospectively recruited. The mean age was 59.4 ± 10.8 years, and 72.1% were male, including 150 patients (39.5%) with persistent AF and 230 patients (60.5%) with paroxysmal AF. STE was used to evaluate baseline left atrial (LA) function before CA within 48h. Over a median follow-up of 9 (interquartile range, 4-17) months, AF recurrence occurred in 132 patients (34.7%). The recurrence group showed lower left ventricular ejection fraction, LA reservoir strain (LASr), and conduit strain (LAScd), but higher LA stiffness than non- recurrence group (all P < 0.05). Multivariable Cox regression identified LA stiffness and LASr as independent risk factors. Time-dependent ROC analysis showed that LA stiffness (AUC 0.768, 95% CI 0.705-0.831) and LASr (AUC 0.755, 95% CI 0.691-0.820) were better at predicting 1-year AF recurrence than other risk factors. For 2-year AF recurrence post-catheter ablation, LA stiffness (AUC 0.866, 95% CI 0.804-0.928) and LASr (AUC 0.860, 95% CI 0.800-0.920) also demonstrated superior predictive performance. Kaplan-Meier curves showed a significant difference in AF recurrence rate for patients with LA stiffness > 0.55 and LASr ≤ 24.3% (Log rank P < 0.01). Evaluation of LA function using STE assists in stratifying the risk of AF recurrence in NVAF patients and guiding follow-up management. LASr and LA stiffness are independent predictors of AF recurrence following CA in NVAF patients, and potentially outperforming other morphological parameters.

Relationship between left atrial isolated surface area and early-term recurrence in patients with persistent atrial fibrillation after cryoballoon ablation

ObjectiveTo investigate the effect of pulmonary vein antrum enlargement combined with left atrial roof cryoballoon ablation in patients with persistent atrial fibrillation (PeAF) by analyzing the relationship between left atrial isolation area surface area (ISA) and early postoperative recurrence.Methods93 patients with PeAF were classified into recurrence and non-recurrence groups according to the results of the 1-year follow-up. Three-dimensional electroanatomical labeling map was constructed and merged with that of the left atrial pulmonary vein CTA, and the ISA and the left atrial surface area (LASA) were measured and analyzed to determine the relationship between ISA/LASA in relation to early postoperative recurrence.Results93 patients were included and followed up for 1 year with AF-free recurrence rate of 75.3%. The ISA of the recurrence group was lower than that of the non-recurrence group. Left atrial internal diameter (LAD), left common pulmonary vein, the ISA, the ISA/LASA and early-term recurrence had statistical significance in both groups. The factors that significantly predicted early-term recurrence were left common pulmonary vein and the ISA/LASA. ISA/LASA (HR 0, 95% CI 0–0.005, P = 0.008) and left common pulmonary vein trunk (HR 7.754, 95% CI 2.256–25.651, P = 0.001) were the independent risk factors for early recurrence. ROC curve analysis showed that ISA/LASA predicted the best early recurrence after operation with a cut-off value of 15.2%.ConclusionA greater ISA/LASA reduces early recurrence after cryoablation in patients with PeAF. An ISA/LASA of 15.2% may be the best cut-off value for predicting early recurrence after cryoablation for PeAF.

MRI-based radiomics for stratifying recurrence risk of early-onset rectal cancer: a multicenter study

Early-onset rectal cancer (EORC) is characterized by a unique disease process with different clinicopathological features compared with late-onset rectal cancer (LORC). Research on the risk of recurrence in EORC patients, however, is limited. We aim to develop a predictive model to accurately predict EORC recurrence risk. Rectal cancer patients who underwent radical surgery and T2-weighted imaging and diffusion-weighted imaging magnetic resonance imaging (MRI) were retrospectively enrolled from three medical institutions from November 2012 to November 2018. Differences in clinicopathological characteristics between EORC and LORC were compared. Five prediction models for disease-free survival were constructed based on clinicopathological variables and five radiomic features from pretreatment MRI of the EORC. A fixed cut-off value calculated in the training set was used to stratify EORC patients into high-risk and low-risk groups of post-operative recurrence. Model performance was evaluated by concordance index (C-index) and receiver operating characteristic curve. A total of 264 EORC patients (median age, 43 years, 163 males) and 778 LORC patients (median age, 62 years, 520 males) were enrolled. Pretreatment positive carcinoembryonic antigen [hazard ratio (HR)= 2.84, P= 0.006], pathological positive lymph node status (pN positive) [HR= 2.86, P= 0.011] and MRI-based radiomics score [HR= 2.72, P < 0.001] are independent risk factors for disease-free survival in EORC patients. The EORC-ClinPathRadiom model, constructed by integrating the clinicopathological characteristics and MRI-based radiomics features of EORC, showed C-index of 0.82, 0.82, and 0.81 in the training, internal, and external test sets, respectively. This model effectively stratified EORC patients into high risk and low risk of recurrence (HRs for the training, internal, and external test sets were 8.96, 6.81, and 7.46, respectively). The EORC-ClinPathRadiom model can effectively predict and stratify the risk of post-operative recurrence in EORC patients.

Differential Rotation Rates of Recurrent Sunspot Groups Lasting Two or Three Passages in the Debrecen Photoheliographic Data Catalogue

Differential Rotation Rates of Recurrent Sunspot Groups Lasting Two or Three Passages in the Debrecen Photoheliographic Data Catalogue

Identifying genomic signatures of recurrence in adrenocortical carcinoma after R0 resection

BackgroundAdrenocortical carcinoma (ACC) is a rare and aggressive malignancy with limited treatment options. Although there have been recent advancements revealing genomic drivers of these tumors, it remains unclear which genomic signatures are associated with recurrence, particularly following R0 resection. MethodsAdrenocortical carcinoma patients treated with adrenalectomy in the Cancer Genome Atlas with recurrence data were identified using cBioPortal. Clinicopathologic variables, genomics, treatment patterns, and outcomes were retrospectively analyzed. ResultsAmong 92 adrenocortical carcinoma patients, 84 had recurrence data, with 52% experiencing tumor recurrence. Age and sex were not significantly different between recurrent and nonrecurrent groups. Nonrecurrent patients had a significantly longer overall survival (54 months vs 35 months, P = .0036). Adjuvant radiation was administered similarly in both groups (25.0% vs 16.2%, P = .4164). There were no differences in capsular or venous invasion or median tumor size. Sixty-two patients had R0 resection and 40.3% (n = 25/62) recurred. Multivariate logistic regression in this cohort, when controlling for vascular invasion, venous invasion, and capsular invasion, revealed that the WNT (odds ratio 4.43 [1.09–18.0], P = .034), PI3K (odds ratio 7.80 [1.33–45.65], P = .023), and cell cycle (odds ratio 6.81 [1.43–32.30], P = .016) pathways were significantly associated with recurrence. Median time to recurrence was 7.9 months; early recurrence (<7.9 months) was associated with MYC pathway alterations (40.9% vs 9.1%, P = .0339). ConclusionThis study identified genomic signatures in the PI3K, WNT, and cell cycle pathways associated with adrenocortical carcinoma recurrence, including in those who underwent R0 resection. Investigations regarding the utility of these signatures as a prognostic tool to dictate adjuvant therapies or targeted treatment are warranted.

Unveiling image source: Instance-level camera device linking via context-aware deep siamese network

Unveiling the source of an image is one of the most effective ways to validate the originality, authenticity, and reliability in the field of digital forensics. Source camera device identification can identify the specific camera device used to take a photo under investigation. While great progress has been made by the photo-response non-uniformity (PRNU)-based methods over the past decade, the challenge of instance-level source camera device linking, which verifies whether two images in question were captured by the same camera device, remains significant. This challenge is mainly due to the absence of auxiliary images to construct a clean camera fingerprint for each camera, particularly dealing with small image sizes. To overcome this limitation, in this paper, we formulate the task of source device linking as a binary classification problem and propose a simple yet effective framework based on a context-aware deep Siamese network. We take advantage of a Siamese architecture to extract the intrinsic camera device-related noise patterns from a pair of image patches in parallel for comparisons without any auxiliary images. Moreover, a recurrent criss-cross group is utilized to aggregate contextual information in the noise residual maps to alleviate the problem that PRNU noise maps are easily contaminated by the additive noises from image contents. For reliable device linking, we employ a patch-selection strategy on a pair of test images to adaptively choose suitable image patch pairs according to image contents. The final decision of a pair of test images is obtained from the average similarity score of the selected image patch pairs. Compared with existing state-of-the-art methods, our proposed framework can achieve better performance on both the tasks of source camera identification and source device linking without any prior knowledge, i.e., reliable camera fingerprints, regardless of whether the camera devices are “seen” or “unseen” in the training stage. The experimental results on two standard image forensic datasets demonstrate that the proposed method not only shows robustness with respect to different image patch sizes and image quality degenerations, but also has a generalization ability across digital camera and smartphone devices.

Developing a nomogram to predict recurrent intussusception after pneumatic reduction of primary intussusception in children

BackgroudIntussusception is a common acute abdominal disease in children, often leading to acute ileus in infants and young children.ObjectiveThis study aimed to develop and validate a nomogram for predicting recurrent intussusception in children within 48 h after pneumatic reduction of primary intussusception.MethodsClinical data of children with acute intussusception admitted to multiple hospitals from March 2019 to March 2021 were retrospectively analyzed. The children were divided into a successful reductioncontrol group (control group) and a recurrent intussusception group (RI group) according to the results of pneumatic reduction.ResultsA total of 2406 cases were included in this study, including 2198 control group and 208 RI group. In the total sample, 1684 cases were trained and 722 cases were verified. A logistic regression analysis was conducted to establish a predictive model based on age, abdominal pain time, white blood cells count, and hypersensitive C-reactive protein levels as independent predictors of intussusception recurrence. The nomogram successfully predicted recurrent intussusception after pneumatic reduction.ConclusionIn this study, a nomogram was developed based on clinical risk factors to predict recurrent intussusception following pneumatic reduction in children. Age, abdominal pain time, white blood cell counts, and hypersensitive C-reactive protein levels were identified as predictors and incorporated into the nomogram. Internal validation demonstrated that this nomogram can offer a clear and convenient tool for identifying risk factors for recurrence of intussusception in children undergoing pneumatic reduction.

Evaluation of serum fibronectin levels and fibronectin gene polymorphism in patients receiving intravesical BCG therapy for non-muscle invasive bladder cancer and its prognostic value

BackgroundBladder cancer continues to be a significant health issue, leading to ongoing research into novel biomarkers and treatment strategies. This study aims to evaluate the potential of serum fibronectin levels and fibronectin gene polymorphisms as biomarkers for predicting the recurrence and treatment response in patients with NMIBC undergoing intravesical BCG therapy.MethodsBetween June 2022 and December 2022, data of 73 patients who applied to the Mersin University Urology Clinic due to NMIBC and were followed and treated in our clinic, receiving intravesical BCG treatment, when necessary, as well as 56 individuals without any malignancy, were prospectively examined. Serum fibronectin levels were measured using the enzyme-linked immunosorbent assay method. PCR testing was applied for the fibronectin gene RS10202709 and RS 35,343,655 gene polymorphisms by using Real-Time PCR.ResultsThe mean serum fibronectin level in the patient group was 76.794 ± 66.998ng/ml. Simultaneously, it was 50.486 ± 25.156ng/ml in the control group, and these differences in serum fibronectin levels were statistically significant(p = 0.003). Out of the 73 patients included in the study, recurrence of bladder cancer was observed in 53 of them. They were divided into two groups based on the recurrence times: early recurrence and late recurrence. The mean fibronectin level in the early recurrence group was 102 ± 86.1 ng/ml, while it was 44.7 ± 11.8 ng/ml in the late recurrence group. Emphasize the significance of the higher fibronectin levels in the early recurrence group by stating, patients with early recurrence exhibited significantly higher serum fibronectin levels compared to those with late recurrence (p < 0.001), suggesting a potential role for fibronectin as a prognostic biomarker.ConclusionsThe statistically higher concentrations of serum fibronectin levels in patients with bladder cancer observed in our study are a noteworthy finding. These findings suggest that serum fibronectin levels could serve as a valuable prognostic biomarker for early recurrence in NMIBC patients, although their predictive value for BCG treatment response remains limited.

The value of contrast-enhanced ultrasonography in predicting stroke occurrence: A prospective study

ObjectivesThis study aimed to investigate the association between contrast-enhanced ultrasound-detected (CEUS) perfusion patterns of carotid plaque and the occurrence of stroke. Materials and methodsThis prospective observational study finally enrolled 256 patients (151 of them having undergone CEUS) from 7851 patients who underwent carotid artery ultrasound from May 2019 to December 2019 with the endpoint being the occurrence of stroke. The risk factors and carotid ultrasound fetures was obtained from those patients. Analyze the relationship between these variables and stoke occurrence. ResultsPatients in the recurrent stroke group and those in the no-recurrent stroke group were statistically different in stenosis rate, plaque echo, fibrous cap integrity, calcification of fibrous cap, hypoechoic area within the plaque, and the pattern of neovascularization perfusion from plaque surface to plaque interior (P < 0.05). Upon adjusting for variables, in all subjects, Cox regression analysis showed that symptoms experienced within the past 6 months (RR = 2.486, 95 % CI: 1.282–4.821), moderate-to-severe carotid stenosis (RR = 2.407, 95 % CI: 1.480–4.593), calcification of fibrous cap (RR = 1.599, 95 % CI: 0.727–3.516) and patchy hypoechoic areas within plaque (RR = 2.486, 95 % CI: 1.107–5.578)independently predicted stroke occurrence across all subjects.; Among subjects underwent CEUS, Cox regression analysis demonstrated that moderate-to-severe carotid artery stenosis (RR = 2.105, 95 % CI: 1.425–4.510) and microbubbles entering the interior of the plaque from its surface (RR = 2.323, 95 % CI: 1.175–4. 594) were independent predictors of stroke occurrence. ConclusionsThe neovascularization perfusion pattern from the plaque surface to its interior serves as an independent predictor of stroke occurrence, thereby potentially enhancing clinical decision-making.

Evaluation of outcomes and risk factors for recurrent preeclampsia in a subsequent pregnancy.

The aim was to evaluate the pregnancy outcomes and identify risk factors for recurrent preeclampsia (PE). Retrospective analysis of patients discharged with PE between January 1, 2010, and January 1, 2023, from two tertiary referral hospitals. They were classified into recurrent and non-recurrent groups based on the presence of PE in subsequent pregnancies. Among 519 women who had a subsequent pregnancy after a history of PE, 153 developed recurrent PE while 366 did not. The recurrent cases included 81 preterm PE, of which 41 were early-onset PE (EOPE). Recurrent PE correlated significantly with prior EOPE, HELLP syndrome, placental abruption, and stillbirth, as well as with current chronic hypertension (CH) and type 2 diabetes. The recurrent group showed a 5.8-fold higher risk of preterm birth (PTB) compared to the non-recurrent group (50.7% vs. 8.7%). Notably, 58.1% of the PTBs in the non-recurrent group were spontaneous. Logistic regression identified previous EOPE (aOR: 4.22 [95% CI: 2.50-7.13]) and current CH (aOR: 1.86 [95% CI: 1.09-3.18]) as independent contributors for recurrent PE. Furthermore, recurrent preterm PE shared the same risk factors: previous EOPE (aOR: 5.27 [95% CI: 2.82-9.85]) and current CH (aOR: 2.99 [95% CI: 1.57-5.71]). The morbidity of CH in subsequent pregnancy peaked at 31.9% when women with a history of EOPE delivered within three years. Previous EOPE and current CH were sequentially crucial risk factors for the development of PE and preterm PE during the next pregnancy. This may clarify risk stratification in prenatal management for women with a history of PE.

Associations between the Vessel Density in Deep Vascular Plexus and Macular Edema Recurrences in Patients with Retinal Vein Occlusion

Introduction: The aim of this study was to study the relationships between vessel density (VD) in different retinal vascular plexus and retinal vein occlusion-macular edema (RVO-ME) recurrence using wide-field swept source optical coherence tomography angiography (OCTA). Methods: Patients with a history of central retinal vein occlusion (CRVO) or branch retinal vein occlusion (BRVO) with macular edema in the Department of Ophthalmology, Shanghai General Hospital, from May 25, 2020, to January 12, 2023, were retrospectively reviewed and recruited. All patients were followed up for at least 6 months and divided in the release group and the recurrence group. The optical coherence tomography and OCTA examination were performed. Demographics, retinal structural, and angiographic data were collected and compared between two groups. The ordinal logistic regression was performed to assess the risk factors for RVO-ME. Results: A total of 85 patients were enrolled in this study. Among them, 30 patients had CRVO, while 55 had BRVO. The VD in the 6–9 mm ring in deep vascular plexus (DVP) was significantly higher in the recurrence group (25.414 ± 6.068% in the release group vs. 27.574 ± 7.767% in the recurrence group, p = 0.036). More patients with mean VD of the 6–9 mm ring in DVP no less than 30% were observed in the recurrence group (observed n = 20, expected n = 14.4, p = 0.043). The ordinal logistic regression reported that patients with mean VD of the 6–9 mm ring in DVP ≥30% had risk of RVO-ME increased to 11.508 (95% CI: 1.745–75.944, p = 0.011), when compared to the patients with mean VD of the 6–9 mm ring in DVP <20%, even with RVO type, baseline central macular thickness weighed. Conclusion: High vessel density of the 6–9 mm ring in DVP, especially those ≥30%, was associated with macular edema recurrences in patients with retinal vein occlusion.

Deep contrastive learning for predicting cancer prognosis using gene expression values.

Recent advancements in image classification have demonstrated that contrastive learning (CL) can aid in further learning tasks by acquiring good feature representation from a limited number of data samples. In this paper, we applied CL to tumor transcriptomes and clinical data to learn feature representations in a low-dimensional space. We then utilized these learned features to train a classifier to categorize tumors into a high- or low-risk group of recurrence. Using data from The Cancer Genome Atlas (TCGA), we demonstrated that CL can significantly improve classification accuracy. Specifically, our CL-based classifiers achieved an area under the receiver operating characteristic curve (AUC) greater than 0.8 for 14 types of cancer, and an AUC greater than 0.9 for 3 types of cancer. We also developed CL-based Cox (CLCox) models for predicting cancer prognosis. Our CLCox models trained with the TCGA data outperformed existing methods significantly in predicting the prognosis of 19 types of cancer under consideration. The performance of CLCox models and CL-based classifiers trained with TCGA lung and prostate cancer data were validated using the data from two independent cohorts. We also show that the CLCox model trained with the whole transcriptome significantly outperforms the Cox model trained with the 16 genes of Oncotype DX that is in clinical use for breast cancer patients. The trained models and the Python codes are publicly accessible and provide a valuable resource that will potentially find clinical applications for many types of cancer.

Analysis of predictive factors for late recurrence of atrial fibrillation after surgical ablation in patients undergoing rheumatic valve surgery

ObjectivesTo identify independent predictors of late recurrence of atrial fibrillation (AF) after surgical ablation in patients undergoing rheumatic valve surgery.MethodsA total of 258 patients who underwent surgical ablation for AF with rheumatic heart disease at our hospital between January 2019 and June 2022 were retrospectively included. The patients were followed up for 12 months. Late recurrence was defined as any AF recurrence longer than 30 s between 3 and 12 months. Patients with or without late recurrence were divided into non-recurrence and recurrence groups. Univariate and multivariate analyses were performed to identify the predictors of late recurrence.ResultsThe in-hospital mortality rate was 0.8% (2/258), and the late recurrence rate of AF was 38.4%, including 152 and 95 cases in the non-recurrent and recurrent groups respectively, with a follow-up completion rate of 96.5% (247/256). There were no deaths during follow-up, two patients (0.8%) experienced a stroke, and one patient (0.4%) experienced gastrointestinal hemorrhage. The results of the univariate and multivariate analyses of the preoperative risk factors for late recurrence showed a left atrial (LA) anteroposterior diameter ≥ 52.9 mm (odds ratio [OR] = 2.366, 95% confidence interval [CI] = 1.089–5.138, P = 0.030], ratio of the superoinferior to the anteroposterior diameters of LA (S-AR) < 1.19 (OR = 4.639, 95% CI = 2.181–9.865, P < 0.001), and AF duration ≥ 39 months (OR = 6.152, 95% CI = 2.897–13.061, P < 0.001), and cardiothoracic ratio ≥ 0.63 (OR = 2.716, 95% CI = 1.314–5.612, P = 0.007) were the most significant independent risk factors.ConclusionsLA anteroposterior diameter ≥ 52.9 mm, S-AR < 1.19, and AF duration ≥ 36 months and cardiothoracic ratio ≥ 0.63 are independent predictors for late recurrence of AF after surgical ablation in patients undergoing rheumatic valve surgery.