Use of artificial intelligence in the detection of the critical view of safety during laparoscopic cholecystectomy.

BACKGROUND: This study aimed to evaluate the use of artificial intelligence (AI) to detect the critical view of safety during elective laparoscopic cholecystectomy. METHODS: This was a prospective, observational study evaluating the detection of the critical view of safety with an AI software in a consecutive series of elective laparoscopic cholecystectomies compared with the blinded evaluation of 3 surgeons. The program was created using the digital tools PyCharm (JetBrains), Google Colab Pro (https://colab.google/), and YOLOv8 (Ultralytics). RESULTS: A total of 40 consecutive elective laparoscopic cholecystectomies were included in the study. The program was able to detect the critical view of safety in all cases following the experts' blinded opinion. CONCLUSION: In this preliminary experience, an AI software was able to detect the critical view of safety in elective laparoscopic cholecystectomies. Its application during nonelective cases, in which the critical view of safety is harder to achieve, might warrant further studies.

Freeform direct-write and rewritable photonic integrated circuits in phase-change thin films.

Photonic integrated circuits (PICs) with rapid prototyping and reprogramming capabilities promise revolutionary impacts on a plethora of photonic technologies. We report direct-write and rewritable photonic circuits on a low-loss phase-change material (PCM) thin film. Complete end-to-end PICs are directly laser-written in one step without additional fabrication processes, and any part of the circuit can be erased and rewritten, facilitating rapid design modification. We demonstrate the versatility of this technique for diverse applications, including an optical interconnect fabric for reconfigurable networking, a photonic crossbar array for optical computing, and a tunable optical filter for optical signal processing. By combining the programmability of the direct laser writing technique with PCM, our technique unlocks opportunities for programmable photonic networking, computing, and signal processing. Moreover, the rewritable photonic circuits enable rapid prototyping and testing in a convenient and cost-efficient manner, eliminate the need for nanofabrication facilities, and thus promote the proliferation of photonics research and education to a broader community.

Lactated Ringers Use in the First 24 Hours of Hospitalization Is Associated With Improved Outcomes in 999 Patients With Acute Pancreatitis.

INTRODUCTION: Recent pilot trials in acute pancreatitis (AP) found that lactated ringers (LR) usage may result in decreased risk of moderately severe/severe AP compared with normal saline, but their small sample sizes limit statistical power. We investigated whether LR usage is associated with improved outcomes in AP in an international multicenter prospective study. METHODS: Patients directly admitted with the diagnosis of AP were prospectively enrolled at 22 international sites between 2015 and 2018. Demographics, fluid administration, and AP severity data were collected in a standardized prospective manner to examine the association between LR and AP severity outcomes. Mixed-effects logistic regression analysis was performed to determine the direction and magnitude of the relationship between the type of fluid administered during the first 24 hours and the development of moderately severe/severe AP. RESULTS: Data from 999 patients were analyzed (mean age 51 years, female 52%, moderately severe/severe AP 24%). Usage of LR during the first 24 hours was associated with reduced odds of moderately severe/severe AP (adjusted odds ratio 0.52; P = 0.014) compared with normal saline after adjusting for region of enrollment, etiology, body mass index, and fluid volume and accounting for the variation across centers. Similar results were observed in sensitivity analyses eliminating the effects of admission organ failure, etiology, and excessive total fluid volume. DISCUSSION: LR administration in the first 24 hours of hospitalization was associated with improved AP severity. A large-scale randomized clinical trial is needed to confirm these findings.

Inference of process variations in silicon photonics from characterization measurements.

Understanding process variations and their impact in silicon photonics remains challenging. To achieve high-yield manufacturing, a key step is to extract the magnitude and spatial distribution of process variations in the actual fabrication, which is usually based on measurements of replicated test structures. In this paper, we develop a Bayesian-based method to infer the distribution of systematic geometric variations in silicon photonics, without requiring replication of identical test structures. We apply this method to characterization data from multiple silicon nitride ring resonators with different design parameters. We extract distributions with standard deviation of 28 nm, 0.8 nm, and 3.8 nm for the width, thickness, and partial etch depth, respectively, as well as the spatial maps of these variations. Our results show that this characterization and extraction approach can serve as an efficient method to study process variation in silicon photonics, facilitating the design of high-yield silicon photonic circuits in the future.

Obesity and alcoholic etiology as risk factors for multisystem organ failure in acute pancreatitis: Multinational study.

BACKGROUND: Multisystem organ failure (MSOF) is the most important determinant of mortality in acute pancreatitis (AP). Obesity and alcoholic etiology have been examined as potential risk factors for MSOF, but prior studies have not adequately elucidated their independent effects on the risk of MSOF. OBJECTIVE: We aimed to determine the adjusted effects of body mass index (BMI) and alcoholic etiology on the risk of MSOF in subjects with AP. METHODS: A prospective observational study of 22 centers from 10 countries was conducted. Patients admitted to an APPRENTICE consortium center with AP between August 2015 and January 2018 were enrolled. Multivariable logistic regression was used to estimate the adjusted effects of BMI, etiology, and other relevant covariates on the risk of MSOF. Models were stratified by sex. RESULTS: Among 1544 AP subjects, there was a sex-dependent association between BMI and the risk of MSOF. Increasing BMI was associated with increased odds of MSOF in males (OR 1.10, 95% confidence interval [CI] 1.04-1.15) but not in females (OR 0.98, 95% CI 0.90-1.1). Male subjects with AP, whose BMIs were 30-34 and >35 kg/m2 , had odds ratios of 3.78 (95% CI 1.62-8.83) and 3.44 (95% CI 1.08-9.99), respectively. In females, neither higher grades of obesity nor increasing age increased the risk of MSOF. Alcoholic etiology was independently associated with increased odds of MSOF compared with non-alcohol etiologies (OR 4.17, 95% CI 2.16-8.05). CONCLUSION: Patients with alcoholic etiology and obese men (but not women) are at substantially increased risk of MSOF in AP.

Molecular characterization of colorectal cancer patients / Caracterización molecular de pacientes con cáncer colorrectal

Introduction: Colorectal cancer has a high incidence in the world population. Different molecular pathways, such as chromosomal instability, microsatellite instability, and epigenetics are involved in its development. Objective: To perform molecular characterization in 44 individuals with sporadic colorectal cancer. Materials and methods: We conducted mutation analyses of the APC, KRAS, TP53 y BRAF genes using Sanger sequencing techniques; microsatellite instability was determined by capillary electrophoresis with five STR genetic markers while the methylation status of the MHL1 promotor gene was analyzed using methylation-specific PCR. Results: APC, KRAS, and TP53 genes mutation frequency was 18.1%, 25%, and 4.5%, respectively; the somatic mutations detected were located more frequently in the right colon. The frequency of microsatellite instability was 27.2% and 73.1% of the tumors had the MHL1 gene methylated while 91.6% of microsatellite instability-positive tumors had the methylated MLH1 gene. The mutation profile of microsatellite stability tumors APC, KRAS, and TP53 genes was more frequent than in the microsatellite instability-positive tumors. The methylation of the MLH1 gene was the most predominant molecular alteration. Conclusions: We identified molecular alterations in different genetic pathways of the colorectal cancer patients evaluated, which are common in the carcinogenesis of this cancer. These patients showed a different mutational profile compared to other populations. Our findings confirm the molecular heterogeneity described in the development of colorectal cancer.

Introducción. El cáncer colorrectal tiene una alta incidencia en la población mundial. Diversas vías moleculares están involucradas en su desarrollo, entre ellas, la inestabilidad cromosómica, la inestabilidad microsatelital y la epigenética. Objetivo. Hacer la caracterización molecular de 44 individuos con cáncer colorrectal esporádico. Materiales y métodos. El análisis de mutaciones en los genes APC, KRAS, TP53 y BRAF se hizo mediante secuenciación de Sanger; la inestabilidad microsatelital se determinó mediante electroforesis capilar utilizando cinco marcadores de repetición corta en tándem (Short Tandem Repeat) y el estado de metilación del promotor del gen MLH1 se hizo con la técnica MS-PCR (Methylation-Specific PCR). Resultados. La frecuencia de mutación de los genes APC, KRAS y TP53 fue del 18,1, 25 y 4,5 %, respectivamente; las mutaciones detectadas se localizaron con mayor frecuencia en el colon derecho. La frecuencia de inestabilidad microsatelital fue del 27,2 % y el 73,1 % en los tumores con metilación en el gen MHL1, y el 91,6 % de los tumores con inestabilidad microsatelital presentaba metilación en el gen MLH1. En el grupo de tumores con estabilidad microsatelital, las mutaciones en los genes APC, KRAS y TP53 fueron más frecuentes que en el grupo de tumores con inestabilidad microsatelital. La metilación del gen MLH1 fue la alteración más predominante. Conclusiones. En los pacientes con cáncer colorrectal evaluados se demostró la presencia de alteraciones moleculares en las diferentes vías genéticas, las cuales son comunes en su carcinogénesis. Los pacientes presentaron un perfil de mutaciones diferente al de otras poblaciones. Los hallazgos obtenidos en este estudio confirman la heterogeneidad molecular descrita en el desarrollo del cáncer colorrectal.

Caracterización molecular de pacientes con cáncer colorrectal / Molecular characterization of colorectal cancer patients

Introducción. El cáncer colorrectal tiene una alta incidencia en la población mundial. Diversas vías moleculares están involucradas en su desarrollo, entre ellas, la inestabilidad cromosómica, la inestabilidad microsatelital y la epigenética. Objetivo. Hacer la caracterización molecular de 44 individuos con cáncer colorrectal esporádico. Materiales y métodos. El análisis de mutaciones en los genes APC, KRAS, TP53 y BRAF se hizo mediante secuenciación de Sanger; la inestabilidad microsatelital se determinó mediante electroforesis capilar utilizando cinco marcadores de repetición corta en tándem (Short Tandem Repeat) y el estado de metilación del promotor del gen MLH1 se hizo con la técnica MS-PCR (Methylation-Specific PCR). Resultados. La frecuencia de mutación de los genes APC, KRAS y TP53 fue del 18,1, 25 y 4,5 %, respectivamente; las mutaciones detectadas se localizaron con mayor frecuencia en el colon derecho. La frecuencia de inestabilidad microsatelital fue del 27,2 % y el 73,1 % en los tumores con metilación en el gen MHL1, y el 91,6 % de los tumores con inestabilidad microsatelital presentaba metilación en el gen MLH1. En el grupo de tumores con estabilidad microsatelital, las mutaciones en los genes APC, KRAS y TP53 fueron más frecuentes que en el grupo de tumores con inestabilidad microsatelital. La metilación del gen MLH1 fue la alteración más predominante. Conclusiones. En los pacientes con cáncer colorrectal evaluados se demostró la presencia de alteraciones moleculares en las diferentes vías genéticas, las cuales son comunes en su carcinogénesis. Los pacientes presentaron un perfil de mutaciones diferente al de otras poblaciones. Los hallazgos obtenidos en este estudio confirman la heterogeneidad molecular descrita en el desarrollo del cáncer colorrectal.

Introduction: Colorectal cancer has a high incidence in the world population. Different molecular pathways, such as chromosomal instability, microsatellite instability, and epigenetics are involved in its development. Objective: To perform molecular characterization in 44 individuals with sporadic colorectal cancer. Materials and methods: We conducted mutation analyses of the APC, KRAS, TP53 y BRAF genes using Sanger sequencing techniques; microsatellite instability was determined by capillary electrophoresis with five STR genetic markers while the methylation status of the MHL1 promotor gene was analyzed using methylation-specific PCR. Results: APC, KRAS, and TP53 genes mutation frequency was 18.1%, 25%, and 4.5%, respectively; the somatic mutations detected were located more frequently in the right colon. The frequency of microsatellite instability was 27.2% and 73.1% of the tumors had the MHL1 gene methylated while 91.6% of microsatellite instability-positive tumors had the methylated MLH1 gene. The mutation profile of microsatellite stability tumors APC, KRAS, and TP53 genes was more frequent than in the microsatellite instability-positive tumors. The methylation of the MLH1 gene was the most predominant molecular alteration. Conclusions: We identified molecular alterations in different genetic pathways of the colorectal cancer patients evaluated, which are common in the carcinogenesis of this cancer. These patients showed a different mutational profile compared to other populations. Our findings confirm the molecular heterogeneity described in the development of colorectal cancer.

The relationship between pre-existing diabetes mellitus and the severity of acute pancreatitis: Report from a large international registry.

BACKGROUND/OBJECTIVES: The relationship between pre-existing diabetes mellitus (DM) and acute pancreatitis (AP) severity has not been established. We assessed the impact of pre-existing DM on AP severity in an international, prospectively ascertained registry. METHODS: APPRENTICE registry prospectively enrolled 1543 AP patients from 22 centers across 4 continents (8 US, 6 Europe, 5 Latin America, 3 India) between 2015 and 2018, and collected detailed clinical information. Pre-existing DM was defined a diagnosis of DM prior to AP admission. The primary outcome was AP severity defined by the Revised Atlanta Classification (RAC). Secondary outcomes were development of systemic inflammatory response syndrome (SIRS) or intensive care unit (ICU) admission. RESULTS: Pre-existing DM was present in 270 (17.5%) AP patients, of whom 252 (93.3%) had type 2 DM. Patients with pre-existing DM were significantly (p < 0.05) older (55.8 ± 16 vs. 48.3 ± 18.7 years), more likely to be overweight (BMI 29.5 ± 7 vs. 27.2 ± 6.2), have hypertriglyceridemia as the etiology (15% vs. 2%) and prior AP (33 vs. 24%). Mild, moderate, and severe AP were noted in 66%, 23%, and 11% of patients, respectively. On multivariable analysis, pre-existing DM did not significantly impact AP severity assessed by the RAC (moderate-severe vs. mild AP, OR = 0.86, 95% CI 0.63-1.18; severe vs. mild-moderate AP, OR = 1.05, 95% CI, 0.67-1.63), development of SIRS, or the need for ICU admission. No interaction was noted between DM status and continent. CONCLUSION: About one in 5 patients with AP have pre-existing DM. Once confounding risk factors are considered, pre-existing DM per se is not a risk factor for severe AP.

The Modified Pancreatitis Activity Scoring System Shows Distinct Trajectories in Acute Pancreatitis: An International Study.

BACKGROUND & AIMS: The aims of this study were to: (1) assess the performance of the Pancreatitis Activity Scoring System (PASS) in a large intercontinental cohort of patients with acute pancreatitis (AP); and (2) investigate whether a modified PASS (mPASS) yields a similar predictive accuracy and produces distinct early trajectories between severity subgroups. METHODS: Data was prospectively collected through the Acute Pancreatitis Patient Registry to Examine Novel Therapies In Clinical Experience (APPRENTICE) consortium (2015-2018) involving 22 centers from 4 continents. AP severity was categorized per the revised Atlanta classification. PASS trajectories were compared between the three severity groups using the generalized estimating equations model. Four mPASS models were generated by modifying the morphine equivalent dose (MED), and their trajectories were compared. RESULTS: A total of 1393 subjects were enrolled (median age, 49 years; 51% males). The study cohort included 950 mild (68.2%), 315 (22.6%) moderately severe, and 128 (9.2%) severe AP. Mild cases had the lowest PASS at each study time point (all P < .001). A subset of patients with outlier admission PASS values was identified. In the outlier group, 70% of the PASS variation was attributed to the MED, and 66% of these patients were from the United States centers. Among the 4 modified models, the mPASS-1 (excluding MED from PASS) demonstrated high performance in predicting severe AP with an area under the receiver operating characteristic curve of 0.88 (vs area under the receiver operating characteristic of 0.83 in conventional PASS) and produced distinct trajectories with distinct slopes between severity subgroups (all P < .001). CONCLUSION: We propose a modified model by removing the MED component, which is easier to calculate, predicts accurately severe AP, and maintains significantly distinct early trajectories.

Pancreatectomía posneoadyuvancia en cáncer resecable "borderline" / Pancreatectomy after neoadjuvant therapy in borderline resectable pancreatic cancer

RESUMEN Antecedentes: la pancreatectomía posneoadyuvancia en paciente sin progresión de la enfermedad es el tratamiento estándar en el cáncer pancreático "borderline"; sin embargo, no existe hasta ahora ninguna serie nacional publicada. Objetivo: evaluar la morbilidad y mortalidad de la pancreatectomía en pacientes con cáncer de páncreas resecable "borderline" tratados previamente con neoadyuvancia. Material y métodos: se analizaron 15 pacientes tratados en el período 2011-2018. Se evaluaron los datos epidemiológicos, el tipo de neoadyuvancia, la respuesta radiológica posneoadyuvancia, la morbilidad, mortalidad y supervivencia. Se compararon los 15 pacientes pancretectomizados posneoadyuvancia con 15 pacientes pancreatectomizados sin neoadyuvancia previa. Resultados: de los 15 pacientes, 8 eran del sexo masculino y el promedio de edad fue de 66,5 años. El tipo de neoadyuvancia más frecuente fue folforinox (n = 6) y gemcitabina/placitaxel (n = 5); se adicionó radioterapia en 8 pacientes. La evaluación radiológica posneoadyuvancia mostró enfermedad estable en 10 pacientes y respuesta parcial en 4. Se realizaron 11 duodenopancreatectomías y 4 esplenopancreatectomías. En 10 pacientes fue necesario algún tipo de resección vascular. La morbilidad fue del 60% (9/6), no se registró mortalidad y la supervivencia media fue de 23,4 meses. No hubo diferencias significativas en la morbilidad, mortalidad y supervivencia cuando se comparó con los 15 pacientes pancreatectomizados sin neaodyuvancia. Conclusión: el tratamiento con neoadyuvancia en cáncer de páncreas avanzado permite ampliar su resecabilidad. La pancreatectomía posneoadyuvancia, en centros de alto volumen, tiene morbilidad, mortalidad y supervivencia similares a las de las pancreatectomías que no requieren neaoadyuvancia.

ABSTRACT Background: Pancreatectomy after neoadjuvant therapy in patients without disease progression is the standard treatment for borderline pancreatic cancer; however, no national series have been published to date. Objective: The aim of this study is to evaluate morbidity and mortality of patients with borderline resectable pancreatic cancer undergoing pancreatectomy after neoadjuvant therapy. Material and methods: A total of 15 patients treated between 2011 and 2018 were analyzed. The epidemiologic data, type of neodajuvant therapy, radiological evaluation of the response to neoadjuvant therapy, morbidity, mortality and survival were evaluated. These 15 patients who underwent pancreatectomy after neoadjuvant therapy were compared with 15 pancreatectomized patients without previous neoadjuvant therapy. Results: Mean age was 66.5 years and 8 patients were men. The most common neoadjuvant therapy regimens were FOLFIRINOX (n = 6) and gemcitabine/paclitaxel (n = 5); 8 patients required additional radiation therapy. The radiological evaluation of the response to neoadjuvant therapy showed stable disease in 10 patients and partial response in 4. Eleven patients underwent pancreaticoduodenectomy and 4 underwent splenectomy and pancreatectomy. Ten patients required some type of vascular resection. Morbidity was 60% (9/15), there were no deaths and mean survival was 23.4 months. There were no significant differences in morbidity, mortality and survival with the 15 pancreatectomized patients without previous neoadjuvant therapy. Conclusion: Neoadjuvant therapy has extended resectability of advanced pancreatic cancer. In high volume centers, pancreatectomy after neoadjuvant therapy has similar morbidity, and survival to those of pancreatic resections without previous neoadjuvant therapy.

Litiasis coledociana de difícil resolución / Difficult common bile duct stones

RESUMEN Antecedentes: el manejo laparoscópico en un tiempo de la coledocolitiasis se acompaña de una tasa de éxito elevada en la mayoría de los casos. Una excepción a esto son los cálculos coledocianos difi cultosos. Objetivo: describir los resultados del manejo de cálculos coledocianos dificultosos. Material y métodos: revisión retrospectiva de una serie consecutiva de casos de cálculos coledocianos dificultosos tratados durante el período 2018-2020. Resultados: 8 pacientes cumplieron con el criterio de inclusión. El manejo en un tiempo por videola paroscopia (5 casos) tuvo un 60% de conversión a cirugía abierta. Los otros pacientes (3 casos) fueron manejados inicialmente con endoscopia biliar por colangitis grave y fueron resueltos luego en forma electiva por instrumentación transcística. Conclusión: esta experiencia inicial sugiere que el abordaje en dos tiempos podría favorecer la resolu ción mininvasiva de los cálculos coledocianos dificultosos.

ABSTRACT Background: Single-stage procedure for the treatment of choledocholithiasis by laparoscopy is associated with high success rate in most cases. Difficult common bile duct stones are an exception to this rule. Objective: The aim of this study is to describe the results obtained with the management of difficult common bile duct stones. Material and methods: We conducted a retrospective review of a consecutive series of cases of difficult common bile duct stones treated between 2018-2020. Results: Eight patients fulfilled the inclusion criteria. Of the 5 patients managed with single-stage approach through video-assisted laparoscopy, 60% required conversion to open surgery. The other 3 cases were initially managed with endoscopic cholangiography due to severe cholangitis and were solved with elective transcystic instrumentation. Conclusion: This initial experience suggests that the two-stage approach could be better to treat difficult common bile duct stones with a minimally invasive approach.

Mortality in acute pancreatitis with persistent organ failure is determined by the number, type, and sequence of organ systems affected.

BACKGROUND: Persistent organ failure (POF) is the strongest determinant of mortality in acute pancreatitis (AP). There is a paucity of data regarding the impact of different POF attributes on mortality and the role of different characteristics of systemic inflammatory response syndrome (SIRS) in the risk of developing POF. OBJECTIVE: We aimed to assess the association of POF dynamic features with mortality and SIRS characteristics with POF. METHODS: We studied 1544 AP subjects prospectively enrolled at 22 international centers (APPRENTICE consortium). First, we estimated the association of onset, duration, and maximal score of SIRS with POF. Then, we evaluated the risk of mortality based on POF onset, duration, number, type, and sequence of organs affected. Analyses were adjusted for potential confounders. RESULTS: 58% had SIRS, 11% developed POF, and 2.5% died. Early SIRS, persistent SIRS, and maximal SIRS score ≥ 3 were independently associated with higher risk of POF (p < 0.05). Mortality risk in POF was higher with two (33%, odds ratio [OR] = 10.8, 3.3-34.9) and three (48%, OR = 20.2, 5.9-68.6) organs failing, in comparison to single POF (4%). In subjects with multiple POF, mortality was higher when the cardiovascular and respiratory systems failed first or concurrently as compared to when the renal system failed first or concurrently with other organ (p < 0.05). In multivariate regression model, the number and sequence of organs affected in POF were associated with mortality (p < 0.05). Onset and duration of POF had no impact mortality. CONCLUSION: In AP patients with POF, the risk of mortality is influenced by the number, type, and sequence of organs affected. These results are useful for future revisions of AP severity classification systems.

Abordaje laparoscópico sistemático de la coledocolitiasis / Routine laparoscopic management of common bile duct stones

RESUMEN Antecedentes: la prevalencia conjunta de litiasis vesicular y coledociana aumenta con la edad y llega al 15% en la octava década de la vida. Su manejo continúa siendo controvertido: algunos profesionales prefieren el abordaje en un tiempo por videolaparoscopia, y otros, el abordaje en dos tiempos con endoscopia (CPRE preoperatoria) seguida de colecistectomía laparoscópica. Objetivo: evaluar la eficacia y seguridad del manejo en un tiempo por videolaparoscopia en pacientes consecutivos con diagnóstico de litiasis vesicular y coledociana. Material y métodos: estudio retrospectivo con datos de una base de datos prospectiva, entre julio de 2008 y julio de 2018. Resultados: sobre un total de 2447 colecistectomías laparoscópicas realizadas en el citado período, 416 (17%) presentaron litiasis coledociana. El éxito global de la vía transcística en la extracción de litiasis coledociana fue del 81,2%: del 70,4% en los casos con diagnóstico prequirúrgico de colestasis extrahepática litiásica y del 92,9% en los otros diagnósticos. La morbilidad fue del 4%, sin mortalidad ni lesiones quirúrgicas de la vía biliar. Conclusión : el manejo en un tiempo por videolaparoscopia es eficaz y seguro debido al elevado éxito global de la instrumentación transcística (ITC). El diagnóstico preoperatorio de coledocolitiasis condi ciona una disminución de esa eficacia, por mayor indicación de coledocotomía, con un aumento de la morbilidad y del tiempo de internación.

ABSTRACT Background: The prevalence of common bile duct stones associated with cholelithiasis increases with age and is about 15 % in the 8th decade of life but its management is still controversial. Some surgeons prefer the single-stage approach with laparoscopy while others suggest the two-stage management with preoperative endoscopic retrograde cholangiopancreatography (ERCP) followed by laparoscopic cholecystectomy. Objective: The aim of the present study was to evaluate the efficacy of feasibility of single-stage laparoscopic surgery in patients with cholelithiasis and choledocholithiasis. Material and methods: We conducted a retrospective study with prospectively collected data between July 2008 and July 2018. Results: Of 2447 laparoscopic cholecystectomies performed during the study period, 416 presented common bile duct stones. The global success of the transcystic approach to clear common bile duct stones was 81.2%, 70.4% in the cases with preoperative diagnosis of choledocholithiasis and 92.9% for other diagnoses. The rate of complications was 4% without deaths or bile duct injuries. Conclusion: Single-stage laparoscopic surgery is an efficient and safe approach based on the high global success of transcystic exploration. The preoperative diagnosis of choledocholithiasis reduces the efficacy of the procedure due to greater indication of choledocotomy, with complications and longer length of hospital stay.

Incidence and risk factors of oral feeding intolerance in acute pancreatitis: Results from an international, multicenter, prospective cohort study.

BACKGROUND: Inability to advance to an oral diet, or oral feeding intolerance, is a common complication in patients with acute pancreatitis associated with worse clinical outcomes. The factors related to oral feeding intolerance are not well studied. OBJECTIVE: We aimed to determine the incidence and risk factors of oral feeding intolerance in acute pancreatitis. METHODS: Patients were prospectively enrolled in the Acute Pancreatitis Patient Registry to Examine Novel Therapies in Clinical Experience, an international acute pancreatitis registry, between 2015 and 2018. Oral feeding intolerance was defined as worsening abdominal pain and/or vomiting after resumption of oral diet. The timing of the initial feeding attempt was stratified based on the day of hospitalization. Multivariable logistic regression was performed to assess for independent risk factors/predictors of oral feeding intolerance. RESULTS: Of 1233 acute pancreatitis patients included in the study, 160 (13%) experienced oral feeding intolerance. The incidence of oral feeding intolerance was similar irrespective of the timing of the initial feeding attempt relative to hospital admission day (p = 0.41). Patients with oral feeding intolerance were more likely to be younger (45 vs. 50 years of age), men (61% vs. 49%), and active alcohol users (44% vs. 36%). They also had higher blood urea nitrogen (20 vs. 15 mg/dl; p < 0.001) and hematocrit levels (41.7% vs. 40.5%; p = 0.017) on admission; were more likely to have a nonbiliary acute pancreatitis etiology (69% vs. 51%), systemic inflammatory response syndrome of 2 or greater on admission (49% vs. 35%) and at 48 h (50% vs. 26%), develop pancreatic necrosis (29% vs. 13%), moderate to severe acute pancreatitis (41% vs. 24%), and have a longer hospital stay (10 vs. 6 days; all p < 0.04). The adjusted analysis showed that systemic inflammatory response syndrome of 2 or greater at 48 h (odds ratio 3.10; 95% confidence interval 1.83-5.25) and a nonbiliary acute pancreatitis etiology (odds ratio 1.65; 95% confidence interval 1.01-2.69) were independent risk factors for oral feeding intolerance. CONCLUSION: Oral feeding intolerance occurs in 13% of acute pancreatitis patients and is independently associated with systemic inflammatory response syndrome at 48 h and a nonbiliary etiology.

Improving Deep Interactive Evolution with a Style-Based Generator for Artistic Expression and Creative Exploration.

Deep interactive evolution (DeepIE) combines the capacity of interactive evolutionary computation (IEC) to capture a user's preference with the domain-specific robustness of a trained generative adversarial network (GAN) generator, allowing the user to control the GAN output through evolutionary exploration of the latent space. However, the traditional GAN latent space presents feature entanglement, which limits the practicability of possible applications of DeepIE. In this paper, we implement DeepIE within a style-based generator from a StyleGAN model trained on the WikiArt dataset and propose StyleIE, a variation of DeepIE that takes advantage of the secondary disentangled latent space in the style-based generator. We performed two AB/BA crossover user tests that compared the performance of DeepIE against StyleIE for art generation. Self-rated evaluations of the performance were collected through a questionnaire. Findings from the tests suggest that StyleIE and DeepIE perform equally in tasks with open-ended goals with relaxed constraints, but StyleIE performs better in close-ended and more constrained tasks.

Introduction and Validation of a Novel Acute Pancreatitis Digital Tool: Interrogating Large Pooled Data From 2 Prospectively Ascertained Cohorts.

OBJECTIVES: Acute pancreatitis (AP) is a sudden onset, rapidly evolving inflammatory response with systemic inflammation and multiorgan failure (MOF) in a subset of patients. New highly accurate clinical decision support tools are needed to allow local doctors to provide expert care. METHODS: Ariel Dynamic Acute Pancreatitis Tracker (ADAPT) is a digital tool to guide physicians in ordering standard tests, evaluate test results and model progression using available data, propose emergent therapies. The accuracy of the severity score calculators was tested using 2 prospectively ascertained Acute Pancreatitis Patient Registry to Examine Novel Therapies in Clinical Experience cohorts (pilot University of Pittsburgh Medical Center, n = 163; international, n = 1544). RESULTS: The ADAPT and post hoc expert-calculated AP severity scores were 100% concordant in both pilot and international cohorts. High-risk criteria of all 4 severity scores at admission were associated with moderately-severe or severe AP and MOF (both P < 0.0001) and prediction of no MOF was 97.8% to 98.9%. The positive predictive value for MOF was 7.5% to 14.9%. CONCLUSIONS: The ADAPT tool showed 100% accuracy with AP predictive metrics. Prospective evaluation of ADAPT features is needed to determine if additional data can accurately predict and mitigate severe AP and MOF.

A Multimodal Approach for the First-Line Treatment of Infected Pancreatic Necrosis.

OBJECTIVES: Because infected pancreatic necrosis (IPN) has multiple presentations, not all patients are likely to benefit from the same first-line treatment. Our objective was to evaluate morbidity and mortality in a series of patients treated with a multimodal therapeutic approach. METHODS: Between May 2012 and May 2019, 51 patients diagnosed with IPN were treated. The 5 initial treatment alternatives were as follows: percutaneous drainage, minimally invasive necrosectomy, antibiotics alone, transgastric necrosectomy, and temporizing percutaneous/endoscopic drainage. Initial treatment selection depended on evolution, clinical condition, and extension of pancreatic necrosis. Success, morbidity, and mortality rates were determined. RESULTS: In terms of determinant-based classification, 37 were classified as severe, and 14 as critical. Percutaneous, temporizing drainage, minimally invasive necrosectomy, antibiotics alone and transgastric necrosectomy approaches were used in 21, 10, 11, 4, and 5 patients, respectively. Necrosectomy was not required in 18 patients (35%). There were no significant differences in mortality among the different treatment approaches (P < 0.45). Overall success, morbidity, and mortality rates were 68.6%, 52.9%, and 7.8%, respectively. CONCLUSIONS: The multimodal approach seems to be a rational and efficient strategy for the initial treatment of IPN.

Impacto de la pandemia COVID-19 en la cirugía pancreática. Análisis en dos instituciones, una pública y otra privada / Impact of the COVID-19 pandemic on pancreatic surgery. Analysis in a public and a private institution

RESUMEN Antecedentes: la pandemia de COVID-19 ha introducido cambios drásticos en el sistema de salud. Las cirugías electivas son una de las actividades quirúrgicas que más han descendido durante la pandemia. Objetivo: analizar el impacto de la pandemia de COVID-19 en la cirugía pancreática en una institución pública y otra privada. Se comparó, en cada institución, con el número de cirugías en el mismo período del año pasado. Material y métodos: se revisaron en una base prospectiva los pacientes que recibieron una cirugía pancreática en las dos instituciones entre el 10/3/20 y el 24/6/20. Se determinaron los datos epide miológicos, el tipo de resección pancreática, el diagnóstico anatomopatológico, la morbilidad y la mor talidad. Se compararon con los pacientes en ambas instituciones que recibieron cirugía pancreática durante el período 10/3/19 al 24/6/19. Resultados: durante la pandemia se realizaron 23 resecciones pancreáticas (13 duodenopancreatec tomías cefálicas, 9 pancreatectomías izquierdas y 1 pancreatectomía total). El 70% (16/23) fueron adenocarcinomas. La morbilidad alcanzó el 34,7% y no se registró mortalidad. Ningún paciente ni miembro del equipo quirúrgico se infectó con coronavirus. La pandemia no tuvo impacto en el núme ro de cirugías en el centro privado (22 vs. 20, p = 0,88), mientras que en el centro público hubo una reducción significativa en el número de cirugías (14 vs. 3, p = 0,009). Conclusión: la cirugía pancreática se puede hacer con seguridad durante la pandemia. En el centro privado se mantuvo el número de cirugías pancreáticas. En el centro público, con máxima prioridad para pacientes con COVID-19, hubo un descenso significativo.

ABSTRACT Background: The COVID-19 pandemic has introduced dramatic changes in the health system. Elective surgeries are the surgical activities with greater decline during the pandemic. Objective: The aim of this paper is to analyze the impact of the COVID-19 pandemic in pancreatic sur gery in a public and a private institution. The number of surgeries performed in each institution was compared with those performed in same period of the previous year. Material and methods: Data from a prospective database of all the patients who underwent pancrea tic surgery between March 10, 2020, and June 3, 2020, were analyzed. The epidemiological data, type of pancreatic resection, pathology diagnosis, morbidity and mortality were determined in each insti tution and compared with patients who underwent pancreatic surgery in both institutions between March 3, 2019, and June 24, 2019. Results: 23 pancreatic resections were performed during the pandemic (13 cephalic pancreaticoduo denectomies, 9 left pancreatectomies and 1 total pancreatectomy); 70% (16/23) were adenocarcino mas. There were 34.7% complications and no deaths were reported. None of the patients was infected with coronavirus. The pandemic had no impact on the number of pancreatic resections in the private institution (22 vs. 20, p = 0.88), while the number of pancreatic surgeries was significantly lower in the public center (14 vs. 3, p = 0.009). Conclusion: Pancreatic surgery can be safely performed during the pandemic. The number of pancrea tic surgeries did not decline during the pandemic. The priority for treating patients with COVID-19 at the public center resulted in a significant decrease in pancreatic surgeries.

Clinical features of hypertriglyceridemia-induced acute pancreatitis in an international, multicenter, prospective cohort (APPRENTICE consortium).

BACKGROUND: The clinical features and outcomes of hypertriglyceridemia-induced acute pancreatitis (HTG-AP) are not well-established. OBJECTIVE: To evaluate the clinical characteristics of HTG-AP in an international, multicenter prospective cohort. METHODS: Data collection was conducted prospectively through APPRENTICE between 2015 and 2018. HTG-AP was defined as serum TG levels >500 mg/dl in the absence of other common etiologies of AP. Three multivariate logistic regression models were performed to assess whether HTG-AP is associated with SIRS positive status, ICU admission and/or moderately-severe/severe AP. RESULTS: 1,478 patients were included in the study; 69 subjects (4.7%) were diagnosed with HTG-AP. HTG-AP patients were more likely to be younger (mean 40 vs 50 years; p < 0.001), male (67% vs 52%; p = 0.018), and with a higher BMI (mean 30.4 vs 27.5 kg/m2; p = 0.0002). HTG-AP subjects reported more frequent active alcohol use (71% vs 49%; p < 0.001), and diabetes mellitus (59% vs 15%; p < 0.001). None of the above risk factors/variables was found to be independently associated with SIRS positive status, ICU admission, or severity in the multivariate logistic regression models. These results were similar when including only the 785 subjects with TG levels measured within 48 h from admission. CONCLUSION: HTG-AP was found to be the 4th most common etiology of AP. HTG-AP patients had distinct baseline characteristics, but their clinical outcomes were similar compared to other etiologies of AP.

Worldwide Variations in Demographics, Management, and Outcomes of Acute Pancreatitis.

BACKGROUND & AIMS: Few studies have compared regional differences in acute pancreatitis. We analyzed data from an international registry of patients with acute pancreatitis to evaluate geographic variations in patient characteristics, management, and outcomes. METHODS: We collected data from the APPRENTICE registry of patients with acute pancreatitis, which obtains information from patients in Europe (6 centers), India (3 centers), Latin America (5 centers), and North America (8 centers) using standardized questionnaires. Our final analysis included 1612 patients with acute pancreatitis (median age, 49 years; 53% male, 62% white) enrolled from August 2015 through January 2018. RESULTS: Biliary (45%) and alcoholic acute pancreatitis (21%) were the most common etiologies. Based on the revised Atlanta classification, 65% of patients developed mild disease, 23% moderate, and 12% severe. The mean age of patients in Europe (58 years) was older than mean age for all 4 regions (46 years) and a higher proportion of patients in Europe had comorbid conditions (73% vs 50% overall). The predominant etiology of acute pancreatitis in Latin America was biliary (78%), whereas alcohol-associated pancreatitis accounted for the highest proportion of acute pancreatitis cases in India (45%). Pain was managed with opioid analgesics in 93% of patients in North America versus 27% of patients in the other 3 regions. Cholecystectomies were performed at the time of hospital admission for most patients in Latin America (60% vs 15% overall). A higher proportion of European patients with severe acute pancreatitis died during the original hospital stay (44%) compared with the other 3 regions (15%). CONCLUSIONS: We found significant variation in demographics, etiologies, management practices, and outcomes of acute pancreatitis worldwide. ClinicalTrials.gov number: NCT03075618.