Median Area Research Articles

The effects of spondylodiscitis on the inflammation burden in infective endocarditis.

This study investigates the effects of spondylodiscitis on the inflammation burden in infective endocarditis patients. Aprospective, observational study was conducted between September 2018 and October 2022 in anon-surgical teaching hospital. Patients with adefinite or possible and treated as infective endocarditis were recruited from the Alkmaar Endocarditis Team meetings. Spondylodiscitis was diagnosed based on symptoms and radiological findings. The inflammation burden was defined as the area under the C‑reactive protein (CRP) curve. 174 consecutive patients with infective endocarditis were included (mean age73years, 34.5% female). Concomitant spondylodiscitis was present in 32patients (18%), frequently associated with Streptococcus species (38%). At admission, the mean level of CRP was significantly higher in patients with concomitant spondylodiscitis (p = 0.004). The median CRP area under the curve was significantly higher in spondylodiscitis patients (4.2 × 106 min.mg/l [1.2 × 105 - 1.6 × 107 min.mg/l] vs 2.0 × 106 min.mg/l [8.7 × 104 - 1.6 × 107 min.mg/l], p < 0.001). This difference remained during the whole treatment period. At 6months of follow-up, rates of mortality and relapse of infective endocarditis were not significantly different. The prevalence of spondylodiscitis in non-referred patients with infective endocarditis was 18%. Endocarditis patients with spondylodiscitis had an increased inflammation burden at and during admission. This difference in normalisation of CRP levels was particularly apparent in the final phase of antibiotic treatment but not related to infectious complications. Despite an augmented inflammation burden, spondylodiscitis was not associated with mortality, cardiac surgery or infectious relapse.

Prospective evaluation of MRI artefacts following breast conserving surgery and sentinel lymph node dissection with the magnetic technique

IntroductionSuperparamagnetic Iron Oxide (SPIO) nanoparticles serve as a promising tracer for sentinel lymph node (SLN) detection in breast cancer. Concerns exist regarding artefacts on postoperative Magnetic Resonance Imaging (MRI), especially following breast conservation (BCS). Materials and methodsIn this prospective observational study, 97 women with DCIS or invasive breast cancer underwent BCS and SLN detection with peritumoral SPIO injection administered up to four weeks before surgery. Postoperatively, patients were followed with MRI and mammograms, and imaging outcomes were evaluated by four, independent breast radiologists, blinded to clinical data, using a predefined, standardized questionnaire. ResultsIn 97 patients included, there was inter-rater discordance in the prevalence of “any artefact” (range: 24.1–74.4 %; weighted average: 32.4 %) and “SPIO specific artefact” (range: 12.0–49.4 %; weighted average: 20.9 %). The median area of “any artefact” was 9.24 cm2 (iqr 4.72, 15.50) and SPIO specific artefact 9.88 (iqr 5.32, 15.5). Likert scores indicated higher difficulty interpreting MRI if artefacts were present (OR: 2.295, 95 % CI 1.028, 5.123; p = 0.043), but this was reduced if intravenous contrast was administered (OR: 0.177, 95 % CI 0.091, 0.342; p < 0.001). Multivariable analysis identified free-hand SPIO administration as a risk factor (OR 8.929, 95 % CI 2.849, 27.778; p < 0.001). All six patients with local recurrence were successfully diagnosed on MRI by all raters. ConclusionThis prospective cohort study suggests that a targeted peritumoral SPIO injection can result in the removal of SPIO during lumpectomy and address the concerns for artefacts on postoperative MRI follow-up, in the selected patients that MRI may be warranted.

Intralesional corticosteroid therapy for non-healing persistent radiation-induced oropharyngeal mucositis.

Oropharyngeal mucositis is a common complication of anticancer therapy. This study aimed to determine the effectiveness and safety of intralesional corticosteroid therapy (ICT) in the management of persistent mucositis. A retrospective chart review of patients who underwent ICT in the oral cavity to manage oral mucositis managed with basic oral care and preventive modalities and persisting at least 6 weeks after head and neck radiation or chemoradiation therapy completion between November 2017 and September 2023 was performed. Bio-demographic data, cancer and anticancer therapy characteristics, medical history, and mucositis-related variables were extracted from electronic medical records. Among the 34 participants, 22 (64.7%) were male. Twenty (58.8%) participants received radiotherapy; the rest received chemoradiation therapy. Before the ICT, the median mucositis lesion surface area was 225 mm2 (range 9-2025 mm2), and 22 (64.7%) patients had grade III mucositis. Post-intervention, the median size was reduced to 0 mm2 (range 0-1600 mm2). Clinically effective response (≥ 75% size and symptom reduction) was observed in 28 (82.4%) participants over a median of 26 days (7-60 days). Within this cohort, complete healing of the lesion was seen in 18 (64.3%) subjects. Overall, 25 (73.5%) participants experienced a downgradation in the mucositis stage. Local complications from injections were found in two (5.7%) participants. A correlation was found between clinically effective relief and absence of trismus (p = .03) and smaller pre-procedure surface area (p = .009). The ICT represents a viable option in managing non-healing, persistent radiation, and chemoradiation-induced oral mucositis. The modality was well tolerated and had no systemic complications.

Skin graft take rate among minor burns – A cohort study to investigate the effect of factors such as burn depth, burn size, and timing of the operation

BackgroundIt has been known for decades that early excision of burns reduces morbidity and mortality. Early surgical excision and skin grafting has become the most important part of successful healing in burn management, especially in major burns. However it is not entirely clear whether early excision and skin transplantation has the same advantages in smaller burns and there is no consensus on the timing of skin grafting in this group. The aim was to investigate the effect of timing and other factors for skin graft take rate among minor burns. MethodsThis retrospective study included patients with thermal injury, a burn size smaller than 11 % total body surface area (TBSA), and who were treated with a skin graft operation. Take rate at the second dressing change after operation was used as main outcome, a cut-off of 95% take rate was for the multivariable logistic regression. ResultsA total of 195 patients were included, median (IQR) age was 42 (9–68) years, 65 % were male, and median (IQR) area of deep burns was 2 (1–4) % of the body surface area (BSA). Multivariable regression showed that smaller area of deep burns and scalds (compared with flame and contact burns) were associated with a take rate of ≥ 95 %. Age, timing of the skin graft transplantation, and plasma C-reactive protein showed no independent effect on take rate. The regression model was significant but weak (ROC AUC 0.71, 95 % CI 0.62–0.79). ConclusionOur results suggest that the extent and depth of the burn are the most important factors for skin graft take rate among minor burns, while timing of the transplantation is not associated with take rate for the skin graft. The advantageous effect of scalds may be interpreted to mean that scalds in general are more superficial than flame and contact burns, a difference that may not be detected by the use of a Lund and Browder chart. The conclusion is, however, tempered by the retrospective study design and the relatively low discriminatory power in our study.

Continuous peripheral nerve blocks for burn management: a retrospective study of outcomes and complications in 281 burn patients.

There is scarce literature regarding the use of continuous peripheral nerve blocks in acute burn patients, who may be at higher risk for catheter-related complications, including infection. We sought to describe our center's experience and infection rate with continuous perineural catheters in the setting of pain management for patients suffering from burns. A retrospective observational study was performed including all patients admitted to an American Burn Association-verified regional burn center between January 2018 and July 2023 who received a continuous peripheral nerve block for an acute burn injury. There were 281 patients in the study cohort who received 484 perineural catheters. The cohort was 52% men with a median age of 39 years (IQR 30-55). A catheter-associated infection, defined as a clinical diagnosis by the treating physicians requiring the need for treatment with antibiotics or surgical debridement, was identified in six perineural catheters (1.2%, 95% CI 0% to 2.2%) involving six different patients (2.1%, 95% CI 0% to 3.8%). The median total body surface area burned was 5% (IQR 2-9%) and 20% of patients had full-thickness burns. The most commonly used catheters were infraclavicular (49%), popliteal sciatic (29%), femoral (19%), and adductor canal (17%). One-third (33%) of patients did not require operating room debridement as the block provided sufficient analgesia for bedside debridement. The median duration of catheter use was 6 days (IQR 4-8). There were no documented cases of nerve injury or toxicity, vascular injury, or local anesthetic systemic toxicity. In our practice, continuous perineural catheters in the setting of acute burns are associated with an infection rate comparable to other surgical populations.

Defining a Therapeutic Target for Ganciclovir Therapy in Immunocompromised Children With Cytomegalovirus Infection: A Brief Report.

Ganciclovir and valganciclovir are first-line treatments for cytomegalovirus in immunocompromised children; however, the optimal therapeutic target remains unclear. This review identified 6 studies that showed clearance of cytomegalovirus viremia occurs with a median area under the concentration-time curve (AUC24) between 23 and 70 μg·h/mL, with no clear correlation with efficacy or toxicity.

Respiratory Oscillometry in Patients With Acute Hypoxemic Respiratory Failure: A Feasibility Study.

Assessing respiratory mechanics in patients with acute hypoxemic respiratory failure who are not intubated could provide useful information about illness trajectory. Oscillometry is a respiratory function test used to measure total respiratory impedance during tidal breathing, which reveals resistive and elastic properties of the lung. This study assessed the feasibility of oscillometry in patients with acute hypoxemic respiratory failure and described their respiratory mechanics. Adult participants with acute hypoxemic respiratory failure who were receiving noninvasive respiratory support with [Formula: see text] ≥0.4 and flow ≥6 L/min underwent oscillometry at baseline and after resolution of acute hypoxemic respiratory failure. The primary end point was the number of participants who completed the baseline measurement. The feasibility criterion was in obtaining baseline oscillometry measurements in ≥80% of enrolled participants. Of 183 patients screened between July 2022 and August 2023, 29% were unable to cooperate due to altered mental state, 20% with extreme hypoxemia were excluded because of clinical instability, and 12% declined participation. Of the 10 participants (5.4%) recruited, all tolerated oscillometry measurements. At baseline, the median (minimum, maximum) [Formula: see text] was 0.8 (0.4, 0.8), median oxygen saturation of 94% dropped to a nadir of 82% at the end of oscillometry and recovered within 2 min. Lung reactance was increased, with a reactance area of 25 (15-32) cm H2O/L. Hypoxemia resolved in 9 participants. After resolution of acute hypoxemic respiratory failure in 8 (6-16) d, the median reactance area dropped to 15 (14-19) cm H2O/L. Respiratory mechanics in the participants with acute hypoxemic respiratory failure who were not intubated could be assessed by oscillometry in carefully selected cases.

Median dose area product and fluoroscopy time have stabilized on a low level during the last years: data from the swedish national catheter ablation registry

Abstract Background Despite the utilization of 3D-mapping systems, the use of fluoroscopy is still necessary in most procedures of catheter ablations of arrhythmias, but associated with serious health risks to both patients and operators. However, given the rapid improvement of the 3D-mapping systems, the usage of fluoroscopy has likely decreased during the past 15 years. Purpose The purpose of this study was to explore trends over time in usage of fluoroscopy in catheter ablation for all arrhythmias. Methods The Swedish Catheter Ablation Registry covers virtually all (&amp;gt;97%) catheter ablations performed in Sweden since 2005. Patients &amp;gt;18 years of age undergoing catheter ablation from January 1st 2006 to December 31st 2020 were included. Periprocedural data; median dose area product and fluoroscopy time were analyzed and compared. Periprocedural data were compared between 2006, 2015 and 2020 to find possible trends. Results A total of 61242 procedures were performed during the study period. The breakdown between the different arrhythmias was: 3% ventricular tachycardia (VT), 3% premature ventricular complex (PVC), 5% atrial tachycardia (AT), 7% atrioventricular junction ablation (AVJ), 10% atrioventricular reentry tachycardia (AVRT), 14% cavotricuspid isthmus ablation (CTI), 20% atrioventricular nodal reentry tachycardia (AVNRT) and 39% atrial fibrillation (AF). In 2006, the median fluoroscopy duration for AF, VT and PVC were recorded at 41, 32 and 37 minutes, respectively. Subsequently in 2015 the corresponding times were recorded at 14, 8 and 13 minutes. In 2020 respective procedures had a median fluoroscopy time of 11, 10 and 18 minutes (p&amp;lt; 0.001 for trend for all ablations). In 2006 median dose area product for AF, VT and PVC were 3998 cGycm2, 4300 cGycm2, and 5138 cGycm2, respectively. By 2015 the median dose area product had decreased to 1005 cGycm2, 432 cGycm2 and 1123 cGycm2 respectively. In 2020 the median dose area product had decreased further to 524 cGycm2, 380 cGycm2 and 848 cGycm2 (p&amp;lt;0.001 for trends for all ablations). See figure 1 for all procedures. Conclusion Fluoroscopy time and median dose area product have decreased significantly over a 15-year period and have stabilized on a low level over the last 5 years. Given the associated risks, efforts to further reduce radiation exposure are clearly warranted.Median dose area product

Prognostic stratification of patients with mitral regurgitation using artificial intelligence-enhanced electrocardiogram for left ventricular diastolic function assessment

Abstract Background The determination of left ventricular diastolic dysfunction (LVDD) and filling pressure in patients with significant (&amp;gt;moderate) mitral regurgitation (MR) poses a complex challenge. We recently validated an artificial intelligence-enabled electrocardiogram (AI-ECG) algorithm to detect LVDD and estimate LV filling pressures. Methods This retrospective study sought to examine the risk of all-cause mortality across AI-ECG LVDD grades. Patients from the AI-ECG LVDD study test cohort who underwent transthoracic echocardiography confirming significant MR and an ECG within fourteen days of each other at Mayo Clinic between 09/2001 and 06/2022 were included. LVDD status was determined based on the index ECG, and patients were categorized into groups representing normal diastolic function (NDF) or LVDD grades 1 (G1), 2 (G2), or 3 (G3). Results Of 4,019 patients with significant MR (mean age 69.8, 49.0% women), 1,175 (29.2%), 1,881 (46.8%), and 963 (24.0%) were classified by AI-ECG as NDF/G1-LVDD, G2-LVDD, and G3-LVDD, respectively. The median mitral effective regurgitant orifice area was 26 mm² (interquartile range 20-36 mm²). Over a median follow-up of 3.5 years, 1,636 (40.7%) patients died. In multivariable survival analysis adjusted for multiple risk factors, a worse AI-ECG LVDD grade was independently associated with an increased death risk [G2DD: adjusted hazard ratio (aHR) 1.98 (95% confidence interval (95% CI) 1.63-2.40), G3DD: aHR 2.59 (95% CI 2.09-3.20)]. These findings were consistent when accounting for mitral valve intervention and among patients with &amp;gt;moderate MR or after mitral valve intervention. Conclusion In patients with significant MR, the grading of LVDD by AI-ECG is independently associated with all-cause mortality.

Smaller intrinsic QRS area and smaller reduction of QRS area during cardiac resynchronisation therapy are associated with higher risk of ventricular arrhythmias and appropriate ICD therapy

Abstract Background Cardiac resynchronisation therapy (CRT) patients are at high risk for ventricular arrhythmias (VAs), and little is known about which characteristics are associated with an increased risk for arrhythmic events. Purpose To investigate the association between QRS area parameters and the risk for VAs in patients with heart failure undergoing primary preventive CRT with defibrillator (CRT-D) implantation. Methods All patients receiving CRT-D between 2015 and 2020 at a large-volume tertiary care center were retrospectively evaluated. Digital 12-lead electrocardiograms (ECGs) were collected before and after CRT implantation. Patients were included if they had native LBBB and were implanted with a primary preventive CRT-D. Kors’ regression transformation was used to derive vectorcardiographic QRS area from the 12-lead ECGs. QRS area parameters were analysed in relation to a primary endpoint of first appropriate ICD therapy, i.e., ATP or shock therapy. Results 177 patients with LBBB (68.9 years [60.7–73.8]; 21.5% female; 52.9% New York Heart Association (NYHA) class III-IV; LVEF 25.9±6.3%) were followed over a median follow-up time of 2.5 years [1.6–3.0] after CRT-D implantation. 27 patients reached the primary endpoint. The median pre-CRT QRS area was 134.5 μVs [102.3–163.8]. Multivariable Cox regression identified a small pre-CRT QRS area (HR, per 10 μVs decrease, 1.30; [1.12–1.51]; p=&amp;lt;.001) and a small post-CRT reduction in QRS area (HR, per 10 μVs decrease, 1.30; [1.13–1.49]; p=&amp;lt;.001) as independent predictors of an increased risk of appropriate ICD therapy. In analyses with a scoring variable combining pre-CRT QRS area and QRS area reduction both above or below median, the combination of a small pre-CRT QRS area and a small QRS area reduction was strongly associated with an increased risk of reaching the endpoint (HR, per point increase, 2.47; [1.2–4.9]; p=0.01). Conclusion A small intrinsic QRS area, by itself or in combination with a small reduction of post-CRT QRS area, was strongly associated with a higher risk of ventricular arrhythmias in this cohort of CRT-D treated patients. In conjunction with other parameters, further risk stratification for arrhythmic events could be achieved by assessing QRS area data pre- and post-CRT.Figure 1.K-M pre-CRT QRS area quartilesFigure 2.K-M QRS area score

Diagnostic value of low dose dobutamine stress echocardiography in paradoxical low flow low gradient aortic stenosis

Abstract Background In aortic stenosis with low-gradient scenarios distinguishing between fixed and pseudo-severe stenosis becomes challenging. Low-dose dobutamine stress echocardiography (DSE) is recommended for classical low-flow low- gradient stenosis with reduced ejection fraction. Doubts of DSE's utility in paradoxical low-flow low-gradient (PLFLG) stenosis when ejection fraction is preserved are partially reasoned by proposed inefficiency in generating a contractile reserve 1. Guidelines advocate an integrated approach, combining various clinical and imaging aspects 2. Purpose This study aimed to investigate usefulness of DSE in PLFLG stenosis, identifying specific features to predict the possibility of generating significant stroke volume augmentation and distinguishing fixed aortic stenosis. Methods We identified patients with aortic stenosis who underwent DSE and multi-modality imaging at our centre between 2020 and 2023. Among them, those with PLFLG situations were used for detailed analysis. Multiple linear regression analysis was performed to identify parameters predictive of significant contractile reserve, defined as 20% stroke volume increase from baseline. For patients demonstrating contractile reserve we assessed predefined parameters by receiver operating characteristics (ROC) analysis to predict fixed stenosis defined as final aortic valve area &amp;lt; 1cm² and valve area change &amp;lt;0.2cm² or final mean pressure gradient &amp;gt;40mmHg. For predictive value of Agatston score we conducted post-hoc analysis. Results Among 256 DSE cases, 67 were conducted for PLFLG stenosis. Patients were 82 years of median age and mostly female (63%). Symptoms included dyspnea in 90% and angina in 40% of cases. Baseline echo showed median aortic valve area (indexed to body surface area) of 0.8cm² (0.44cm²/m²) with mean pressure gradient of 20mmHg. Contractile reserve was inducible in 70% of patients, of which 74% showed criteria of fixed stenosis. Higher left ventricular end-diastolic diameter (LVESD) and lower baseline systolic flow-rate were predictive for contractile reserve (p&amp;lt;0.05). Among patients with contractile reserve ROC for baseline mean pressure gradient, acceleration time (median 0.08s; range 0.04-0.11s) and acceleration time to ejection time index (0.28; range: 0.148-0.458) revealed good prediction of fixed stenosis in DSE meanwhile Agatston calcium score (median 1076; range: 301-8821) did not (figure 1). No correlation was found between Agatston score probability of severe stenosis and aortic valve pressure gradient behavior with increased stroke volume (figure 2). Conclusion DSE proves to be a useful a method in the differentiation between fixed and pseudo-severe stenosis in PLFLG situation. Our findings question the predictive value of Agatston score for aortic valve behavior with increase of stroke volume and warrant further investigations regarding value of acceleration time and acceleration time to ejection time index in those patients.Receiver operating characteristicsPost-hoc analysis of Agatston score

First-Trimester Prediction Models Based on Maternal Characteristics for Adverse Pregnancy Outcomes: A Systematic Review and Meta-Analysis.

Early risk stratification can facilitate timely interventions for adverse pregnancy outcomes, including preeclampsia (PE), small-for-gestational-age neonates (SGA), spontaneous preterm birth (sPTB) and gestational diabetes mellitus (GDM). To perform a systematic review and meta-analysis of first-trimester prediction models for adverse pregnancy outcomes. The PubMed database was searched until 6 June 2024. First-trimester prediction models based on maternal characteristics were included. Articles reporting on prediction models that comprised biochemical or ultrasound markers were excluded. Two authors identified articles, extracted data and assessed risk of bias and applicability using PROBAST. A total of 77 articles were included, comprising 30 developed models for PE, 15 for SGA, 11 for sPTB and 35 for GDM. Discriminatory performance in terms of median area under the curve (AUC) of these models was 0.75 [IQR 0.69-0.78] for PE models, 0.62 [0.60-0.71] for SGA models of nulliparous women, 0.74 [0.72-0.74] for SGA models of multiparous women, 0.65 [0.61-0.67] for sPTB models of nulliparous women, 0.71 [0.68-0.74] for sPTB models of multiparous women and 0.71 [0.67-0.76] for GDM models. Internal validation was performed in 40/91 (43.9%) of the models. Model calibration was reported in 21/91 (23.1%) models. External validation was performed a total of 96 times in 45/91 (49.5%) of the models. High risk of bias was observed in 94.5% of the developed models and in 58.3% of the external validations. Multiple first-trimester prediction models are available, but almost all suffer from high risk of bias, and internal and external validations were often not performed. Hence, methodological quality improvement and assessment of the clinical utility are needed.

Evaluating the efficacy of a cost-effective, fully three-dimensional-printed vertebra model for endoscopic spine surgery training for neurosurgical residents.

A fused deposition modeling three-dimensional (3D)-printed model of the L4-5 vertebra for lumbar discectomy was designed. The model included separately printed dura mater, spinal cord, ligamentum flavum, intervertebral disc (from thermoplastic polyurethane), and bony structures (from polylactic acid), and the material cost approximately US$ 1 per model. A simple plumbing endoscope was used for visualization. Dura mater injury was assessed by painting two layers on the dura mater, which peeled off with trauma. Endoscopic spine surgery is a subject of high interest in neurosurgery given its minimally invasive nature; however, it has a steep learning curve. This study evaluated the effectiveness of a cost-efficient 3D-printed model when teaching this technique to neurosurgery residents. Only a few studies have investigated the efficacy of such a model. Eight residents with >2 years of training participated. Residents performed the procedure bilaterally and twice at 1-week intervals. From the 32 surgeries, four were excluded because of facet removal (as it widened the surgical corridor), leaving 28 surgeries for analysis. Initial surgeries demonstrated a mean operation time of 21 minutes 18 seconds (standard deviation [SD], 2 minutes 32 seconds), which improved to a mean of 6 minutes 45 seconds (SD, 37 seconds) in the fourth surgery (F(3, 17)=19.18, p <0.0001), demonstrating a significant reduction in surgical time over successive surgeries. The median area with the paint removed decreased, from 161.80 (85.55-217.83) to 95.13 mm2 (12.62-160.54), (F(2.072, Inf)=2.04, p =0.128); however, this was not significant. Resident feedback indicated high satisfaction with the educational value of the model. The developed fully 3D-printed model provides a viable and scalable option for neurosurgical training programs, enhancing the learning experience while maintaining low costs. This model may be an excellent stepping stone for learning lumbar spine endoscopy, acclimating to the two-dimensional view, progressing to cadaver models, and, eventually, independent surgery.

Response to tigilanol tiglate in dogs with mast cell tumors.

Information regarding response rate to tigilanol tiglate for mast cell tumors in dogs is limited. Report the response rate and durability of tigilanol tiglate intratumoral treatment in dogs with mast cell tumors presented to veterinary oncologists. One hundred forty-nine dogs; 151 individual tumors. Multicenter, retrospective survey-based study. Veterinary oncologists subscribed to the American College of Veterinary Internal Medicine (ACVIM) oncology listserv were solicited for information from dogs treated with tigilanol tiglate. An electronic survey was used to collect information at initial treatment, 1 month and 1 year after treatment. Most tumors were cutaneous, occurred on the limbs and were cytologically low grade. Seventy-five percent of dogs achieved a complete response after 1 dose of tigilanol tiglate 1 month after treatment. This response was durable at 1 year in 64% of dogs for which data were available (n = 88). Wound formation, an expectation after treatment, occurred after a median of 7 days (range, 1-91 days), with a median wound area of 4.71 cm2 (range, 0.09-100 cm2). Wounds took a median of 30 days to heal completely (range, 14-154 days). A moderate association between tumor volume and wound size was confirmed. Tigilanol tiglate is an effective local treatment option for mast cell tumors in dogs with a predictable clinical course and response. Because of the unique mode of action and clinical course, client education and careful case selection is necessary before electing tigilanol tiglate for local treatment.

Weakly supervised deep learning for diagnosis of prostate cancer after radical prostatectomy: a population- based, multicenter study

Abstract Introduction/Objective The pathological diagnosis of prostate cancer after radical prostatectomy (RP) is a challenging and time-consuming process. Artificial intelligence has the potential to enhance this situation significantly. Our study aimed to assess the efficacy of weakly supervised deep learning, specifically focusing on practical diagnostic tasks for RP specimens. Methods/Case Report We obtained slices from clinical centers across four regions in China. The model was developed based on a multiple instance learning framework. We evaluated the model’s predictive accuracy, covering both slice-level and lesion-level diagnoses. Additionally, we investigated lesion localization using attention visualization. Slice-level diagnosis included prostate cancer detection and Gleason grading, while lesion-level diagnosis involved recognizing index lesions and non-index lesions. Results (if a Case Study enter NA) The study involved 13,245 slides from 304 patients. The area under the curve values in four validation sets ranged from 0.921 (95% CI 0.913–0.930) to 0.964 (95% CI 0.959–0.968). Regarding Gleason grading, the model demonstrated quadratic Weighted Kappa values of 0.748 and 0.720 for internal and external validation, respectively. The model predicted 1,683 (35.3%) positive and 3,081 (64.7%) negative slices in all validation sets. The median area of index lesions and non-index lesions was 92.6mm2 (IQR: 54.2–130.0mm2) and 3.5mm2 (IQR: 1.4–10.9mm2) (p&amp;lt;0.001), respectively. The model accurately predicted index lesions in all cases for three validation sets. Furthermore, the model achieved 100% accuracy in predicting slides with the maximum tumor area for index lesions in two validation sets. In visual assessment, 200 randomly selected slices predicted as true positive demonstrated that the model could identify 97.5% (195/200) of the index lesions. Conclusion The weakly supervised deep learning model demonstrated remarkably high diagnostic and localization capabilities in identifying index lesions within RP specimens. This targeted approach would effectively alleviate the diagnostic workload associated with pathology assessments for prostate cancer.

Outcomes of HeartMate 3 in pediatric patients with end-stage heart failure: a single-center preliminary experience from Turkey.

We aim to evaluate our initial experience with the HeartMate 3 (HM3) device (Abbott, USA) for palliating pediatric patients with end-stage heart failure (ESHF). We conducted a retrospective review of clinical data from pediatric patients (aged 7-18 years) who underwent HM3 implantation for ESHF at our institution between 2022 and 2024. Patient demographics and follow-up data were comprehensively analyzed. We identified 11 patients (45% males) with a median age of 14 years (IQR 11-17), a median weight of 47 kg (IQR 28-50), a median height of 159 cm (IQR 135-165), and a median body surface area of 1.36 m2 (IQR 1.07-1.53) at the time of the intervention. All patients were diagnosed with dilated cardiomyopathy and categorized with PEDIMACS profiles ranging from one to three. The median ICU stay was 14 days (IQR 6-32), with 11 patients receiving inotropic support for a median of four postoperative days (IQR 3-8). The median follow-up period was 150 days (IQR 90-210). Early complications included two cases of pleural effusion, 1 case of cardiac tamponade, 3 cases of polyuria, and one instance of positive blood cultures. One patient, who was non-compliant with warfarin therapy, developed a thrombus in the right atrium that was resolved with a revision of anticoagulant therapy, and did not experience pump thrombosis. During follow-up, one patient died after 28 days from sepsis, one underwent heart transplantation after 10 days, and nine patients remained alive on the device. Notably, there were no reported cases of pump thrombosis, ischemia, or stroke post- implantation. The HM3 device appears to be a safe and effective palliative option for pediatric patients with ESHF.

Exploring the Branching Pattern of the Posterior Division of the Internal Iliac Artery: An Analysis Based on 75 Computed Tomography Angiographies.

The internal iliac artery stands as the main blood supplier of the pelvis, serving as the primary source of blood for the pelvic viscera while also nourishing the musculoskeletal framework within. The arterial anatomy of the pelvis exhibits a vast array of variations, especially regarding the branching pattern of the internal iliac arteries. The posterior division of the internal iliac artery (PDIIA) may also have variable topography, especially regarding the location of its origin in the pelvic region. A retrospective study was carried out to determine the anatomical variations, prevalence, and morphometric data of the PDIIA and its branches. A total of 75 computed tomography angiographies were analyzed. The most prevalent branch of the PDIIA was the superior gluteal artery, as it was present in 114 of the studied cases (77.03%). The median diameter of the PDIIA at its origin was 6.66mm. The median cross-sectional area of the PDIIA at its origin was set to be 34.59 mm2. Our study highlights the critical significance of understanding the PDIIA and its branches in surgical interventions aimed at managing pelvic hemorrhage. The present study provides valuable insights into the precise localization and characteristics of the PDIIA and its branches, which are essential for surgical procedures targeting specific vessels to control bleeding effectively. Owing to the high level of variability of the branching pattern of the PDIIA, a novel classification system consisting of six types was created.

A LiDAR‐driven pruning algorithm to delineate canopy drainage areas of stemflow and throughfall drip points

Abstract Precipitation channelled down tree stems (stemflow) or into drip points of ‘throughfall’ beneath trees results in spatially concentrated inputs of water and chemicals to the ground. Currently, these flows are poorly characterised due to uncertainties about which branches redirect rainfall to stemflow or throughfall drip points. We introduce a graph theoretic algorithm that ‘prunes’ quantitative structural models of trees (derived from terrestrial LiDAR) to identify branches contributing to stemflow and those contributing to throughfall drip points. To demonstrate the method's utility, we analysed two trees with similar canopy sizes but contrasting canopy architecture and rainfall partitioning behaviours. For both trees, the branch ‘watershed’ area contributing to stemflow (under conditions assumed to represent moderate precipitation intensity) was found to be only half of the total ground area covered by the canopy. The study also revealed significant variations between trees in the number and median contribution areas of modelled throughfall drip points (69 vs. 94 drip points tree−1, with contributing projected areas of 28.6 vs. 7.8 m2 tree−1, respectively). Branch diameter, surface area, volumes and woody area index of components contributing to stemflow and throughfall drip points may play a role in the trees' differing rainfall partitioning behaviours. Our pruning algorithm, enabled by the proliferation of LiDAR observations of canopy structure, promises to enhance studies of canopy hydrology. It offers a novel approach to refine our understanding of how trees interact with rainfall, thereby broadening the utility of existing LiDAR data in environmental research.

PheW2P2V: a phenome-wide prediction framework with weighted patient representations using electronic health records.

Electronic health records (EHRs) provide opportunities for the development of computable predictive tools. Conventional machine learning methods and deep learning methods have been widely used for this task, with the approach of usually designing one tool for one clinical outcome. Here we developed PheW2P2V, a Phenome-Wide prediction framework using Weighted Patient Vectors. PheW2P2V conducts tailored predictions for phenome-wide phenotypes using numeric representations of patients' past medical records weighted based on their similarities with individual phenotypes. PheW2P2V defines clinical disease phenotypes using Phecode mapping based on International Classification of Disease codes, which reduces redundancy and case-control misclassification in real-life EHR datasets. Through upweighting medical records of patients that are more relevant to a phenotype of interest in calculating patient vectors, PheW2P2V achieves tailored incidence risk prediction of a phenotype. The calculation of weighted patient vectors is computationally efficient, and the weighting mechanism ensures tailored predictions across the phenome. We evaluated prediction performance of PheW2P2V and baseline methods with simulation studies and clinical applications using the MIMIC-III database. Across 942 phenome-wide predictions using the MIMIC-III database, PheW2P2V has median area under the receiver operating characteristic curve (AUC-ROC) 0.74 (baseline methods have values ≤0.72), median max F1-score 0.20 (baseline methods have values ≤0.19), and median area under the precision-recall curve (AUC-PR) 0.10 (baseline methods have values ≤0.10). PheW2P2V can predict phenotypes efficiently by using medical concept embeddings and upweighting relevant past medical histories. By leveraging both labeled and unlabeled data, PheW2P2V reduces overfitting and improves predictions for rare phenotypes, making it a useful screening tool for early diagnosis of high-risk conditions, though further research is needed to assess the transferability of embeddings across different databases. PheW2P2V is fast, flexible, and has superior prediction performance for many clinical disease phenotypes across the phenome of the MIMIC-III database compared to that of several popular baseline methods.

Particle size of straw and gelation of pectin influence gastric mixing and emptying in pigs

Physicochemical properties of fibres can strongly impact gastric processes such as emptying and sieving. This study evaluated the influence of particle size of insoluble fibres, and gelation of soluble fibres when added to insoluble fibres, on gastric emptying of digesta phases from the proximal and distal stomach of pigs. Twenty-four boars (51.6 ± 4.90 kg) were assigned to one of four diets, containing either 150 g/kg coarse or finely milled wheat straw (median particle area of 5.4 vs. 0.3 mm2), or 270 g/kg wheat bran without or with the addition of 100 g/kg low-methylated pectin. Tracers were used to quantify the mean retention time (MRT) of digesta liquids (Co-EDTA), fine solids (TiO2), and fibrous particles (Chromium-mordanted fibres). For all diets, digesta pH was lower in the distal stomach than in the proximal stomach (-1.1 to 2.1 units; P < 0.05). In the proximal stomach, particle size reduction of straw tended to decrease digesta pH (-0.8 units; P = 0.072), reduced the MRT of fine solids (-117 min; P = 0.009) and the separation between fine solids and liquids (-88 min; P = 0.030). When particle size of straw was reduced, the MRT of liquids was no longer greater in the proximal stomach compared with the distal stomach (P > 0.10), while in both regions, the MRT of fibrous particles (-213 to 238 min; P < 0.05) and the difference between fibrous particles and fine solids were reduced (-96 to 181 min; P < 0.05). Accordingly, sieving of nutrients, such as starch and non-starch polysaccharides (NSP) was reduced. In the proximal stomach, the greater water holding capacity (WHC) and resistance to deformation conferred by the addition of pectin decreased the MRT of fine solids (-138 min; P = 0.003), and fibrous particles (-227 min; P < 0.001), reducing the difference between fine solids and liquids (-148 min; P < 0.001), and between fibrous particles and fine solids (-89 min; P < 0.001). In the distal stomach, pectin addition reduced the MRT of fibrous particles (-203 min; P = 0.007), and the difference between fibrous particles and fine solids (-154 min; P < 0.001). Concomitantly, sieving of nutrients across stomach regions was reduced. In conclusion, particle size reduction of straw and pectin addition accelerated the emptying of fine and coarse solids, and reduced sieving of digesta phases and nutrients in the proximal and distal stomach of pigs.