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1.
Gastrointest Endosc ; 100(2): 262-272.e1, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38583544

RESUMO

BACKGROUND AND AIMS: Although pancreatic endotherapy (PET) is commonly used for treating adverse events of chronic pancreatitis, data on the frequency and factors associated with the use of PET are limited. Our aim was to define the use of and factors predictive for receiving PET in a well-characterized chronic pancreatitis cohort. METHODS: This is a cross-sectional analysis of data from PROCEED, a multicenter U.S. cohort study of chronic pancreatitis. PET modalities primarily consisted of ERCP. A treatment course was defined as the number of sessions performed for a specific indication. A repeat course was defined as PET >1 year after completion of the last course. Multivariable logistic regression identified predictive factors for receiving PET, and proportional rates model assessed risk factors for repeat PET. RESULTS: Of 681 subjects, 238 (34.9%) received PET. Factors associated with receiving PET included female sex (odds ratio [OR], 1.26; 95% confidence interval [CI], 1.03-1.53), lower education (OR, 1.30; 95% CI, 1.04-1.62), income ≤$50,000 per year (OR, 1.35; 95% CI, 1.07-1.71), and prior acute pancreatitis (OR, 1.74; 95% CI, 1.31-2.32). Of 238 subjects, 103 (43.3%) underwent repeat PET at a median duration of 2 years, with 23.1% receiving 2 courses, 9.7% receiving 3 courses, and 10.4% receiving ≥4 courses. CONCLUSIONS: Nearly half of patients with chronic pancreatitis who undergo PET received 1 or more repeat courses within 2 to 3 years. In addition to a prior history of acute pancreatitis, demographic and socioeconomic factors were associated with receiving PET.


Assuntos
Colangiopancreatografia Retrógrada Endoscópica , Pancreatite Crônica , Humanos , Pancreatite Crônica/terapia , Feminino , Masculino , Pessoa de Meia-Idade , Estados Unidos , Estudos Transversais , Adulto , Fatores Sexuais , Estudos de Coortes , Idoso , Modelos Logísticos , Escolaridade , Renda , Fatores de Risco , Retratamento/estatística & dados numéricos , Análise Multivariada
2.
Pancreatology ; 23(6): 615-621, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37391359

RESUMO

BACKGROUND/OBJECTIVES: The inherently immunosuppressive tumor microenvironment along with the heterogeneity of pancreatic ductal adenocarcinoma (PDAC) limits the effectiveness of available treatment options and contributes to the disease lethality. Using a machine learning algorithm, we hypothesized that PDAC may be categorized based on its microenvironment inflammatory milieu. METHODS: Fifty-nine tumor samples from patients naïve to treatment were homogenized and probed for 41 unique inflammatory proteins using a multiplex assay. Subtype clustering was determined using t-distributed stochastic neighbor embedding (t-SNE) machine learning analysis of cytokine/chemokine levels. Statistics were performed using Wilcoxon rank sum test and Kaplan-Meier survival analysis. RESULTS: t-SNE analysis of tumor cytokines/chemokines revealed two distinct clusters, immunomodulating and immunostimulating. In pancreatic head tumors, patients in the immunostimulating group (N = 26) were more likely to be diabetic (p = 0.027), but experienced less intraoperative blood loss (p = 0.0008). Though there were no significant differences in survival (p = 0.161), the immunostimulating group trended toward longer median survival by 9.205 months (11.28 vs. 20.48 months). CONCLUSION: A machine learning algorithm identified two distinct subtypes within the PDAC inflammatory milieu, which may influence diabetes status as well as intraoperative blood loss. Opportunity exists to further explore how these inflammatory subtypes may influence treatment response, potentially elucidating targetable mechanisms of PDAC's immunosuppressive tumor microenvironment.


Assuntos
Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Humanos , Perda Sanguínea Cirúrgica , Neoplasias Pancreáticas/patologia , Carcinoma Ductal Pancreático/patologia , Aprendizado de Máquina , Citocinas , Microambiente Tumoral
3.
Dis Colon Rectum ; 66(8): 1102-1109, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-35316244

RESUMO

BACKGROUND: In the United States, 37% of all opioids are prescribed in the surgical setting, many of which report initial exposure in the postoperative period. OBJECTIVE: This study aimed to assess the impact of a narcotic-sparing enhanced recovery after surgery protocol on postoperative narcotic use by patients and to assess its impact on the narcotic-prescribing practices of physicians. DESIGN: Data regarding consecutive narcotic-naïve patients who underwent a surgical procedure from January 2013 to August 2017 were retrospectively reviewed. SETTINGS: Patients were divided into 2 cohorts: preimplementation (2013-2015) and postimplementation (2015-2017) of the enhanced recovery after surgery protocol. PATIENTS: This study included patients who underwent elective inpatient abdominal colorectal surgery at the University of Florida Health. MAIN OUTCOME MEASURES: The primary outcome measure was 30-day postoperative narcotic use (inpatient and outpatient). Other outcomes measured included pain scores, time to diet institution, length of hospital stay, cost of hospitalization, and postoperative complications. RESULTS: Baseline characteristics were similar between the preprotocol group (n = 537) and postprotocol group (n = 790). Protocol implementation was associated with a decrease in the total 30-day postoperative narcotic amount used by patients (2481 vs 31 morphine milligram equivalents; p = 0.05), inpatient patient-controlled analgesia use (63% vs 0.5%; p < 0.00001; dosage 1254 vs 5 morphine milligram equivalents), inpatient on-demand oral narcotic use (90% vs 32%; p = 0.001; dosage 47 vs 5 morphine milligram equivalents), and outpatient narcotic amount used (46 vs 6 morphine milligram equivalents; p = 0.001). Average pain scores were similar. LIMITATIONS: Retrospective nature of the study and possible underestimation of pre- and postoperative narcotic use. CONCLUSIONS: Implementation of a narcotic-sparing enhanced recovery after surgery protocol was associated with a decrease in both inpatient and 30-day outpatient postoperative narcotic use. Variation in resident physician prescribing practices suggests the need for ongoing education to accompany these protocols. See Video Abstract at http://links.lww.com/DCR/B936 . EL IMPACTO DE UN PROTOCOLO DE RECUPERACIN MEJORADO CON AHORRO DE NARCTICOS EN EL USO POSTOPERATORIO DE NARCTICOS DESPUS DE UNA COLECTOMA: ANTECEDENTES:En los Estados Unidos, el 37 % de todos los opioides se prescriben en el entorno quirúrgico. Entre los adictos a los narcóticos, muchos reportan una exposición inicial en el período posoperatorio.OBJETIVO:Nuestro objetivo fue evaluar el impacto de un protocolo de recuperación mejorada después de la cirugía que ahorra narcóticos en el uso de narcóticos postoperatorios por parte de los pacientes y evaluar su impacto en las prácticas de prescripción de narcóticos de los médicos.DISEÑO:Se revisaron retrospectivamente los datos de pacientes consecutivos sin tratamiento previo con narcóticos que se sometieron a un procedimiento quirúrgico colorrectal abdominal electivo para pacientes hospitalizados desde enero de 2013 hasta agosto de 2017.AJUSTE:Los pacientes se dividieron en 2 cohortes: antes de la implementación (2013-2015) y después de la implementación (2015-2017) del protocolo de recuperación mejorada después de la cirugía.PACIENTES:Pacientes de cirugía colorrectal abdominal electiva para pacientes internados en University of Florida Health.MEDIDAS DE RESULTADO PRINCIPALES:La medida de resultado primaria fue el uso de narcóticos postoperatorios de 30 días (pacientes hospitalizados y ambulatorios). Otros resultados medidos incluyeron puntuaciones de dolor, tiempo hasta la institución de la dieta, duración de la estancia hospitalaria, costo de la hospitalización y complicaciones postoperatorias.RESULTADOS:Las características iniciales fueron similares entre los grupos antes (n = 537) y después del protocolo (n = 790). La implementación del protocolo se asoció con una disminución en la cantidad total de narcóticos postoperatorios de 30 días utilizada por los pacientes (2481 mg frente a 31 mg de equivalentes de morfina, p = 0,05), uso de analgesia controlada por pacientes hospitalizados (63 % frente a 0,5 %, p < 0,00001; dosis 1254 mg frente a 5 mg), uso de narcóticos orales a demanda en pacientes hospitalizados (90 % frente a 32 %, p = 0,001; dosis de 47 mg frente a 5 mg) y cantidad de narcóticos utilizados en pacientes ambulatorios (46 mg frente a 6 mg, p = 0,001). Las puntuaciones medias de dolor fueron similares.LIMITACIONES:La naturaleza retrospectiva del estudio y la posible sub estimación del uso de narcóticos antes y después de la operación fueron limitaciones de los hallazgos del estudio.CONCLUSIÓN:La implementación de un protocolo de recuperación mejorada después de la cirugía que ahorra narcóticos se asoció con una disminución en el uso de narcóticos en el postoperatorio de pacientes hospitalizados y ambulatorios de 30 días. La variación en las prácticas de prescripción de los médicos residentes sugiere la necesidad de una educación continua que acompañe a estos protocolos. Consulte Video Resumen en http://links.lww.com/DCR/B936 . (Traducción-Dr. Mauricio Santamaria ).


Assuntos
Entorpecentes , Transtornos Relacionados ao Uso de Opioides , Humanos , Estados Unidos , Estudos Retrospectivos , Entorpecentes/uso terapêutico , Transtornos Relacionados ao Uso de Opioides/etiologia , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Colectomia/efeitos adversos , Colectomia/métodos , Período Pós-Operatório , Dor/etiologia , Morfina/uso terapêutico
4.
Future Oncol ; 19(27): 1841-1851, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37753702

RESUMO

For patients with localized pancreatic cancer with minimal vascular involvement, optimal survivability requires a multidisciplinary approach of surgical resection and systemic chemotherapy. FOLFIRINOX is a combination chemotherapy regimen that offers promising results in the perioperative and metastatic settings; however, it can cause significant adverse effects. Such toxicity can negatively impact some patients, resulting in chemotherapy discontinuation or surgical unsuitability. In an effort to reduce toxicities and optimize outcomes, this investigation explores the safety and feasibility of substituting liposomal irinotecan (nal-IRI) for nonliposomal irinotecan to improve tumor drug delivery and potentially reduce toxicity. This regimen, NALIRIFOX, has the potential to be both safer and more effective when administered in the preoperative setting.


For patients with pancreatic cancer with little to no cancer near the blood vessels, the best life expectancy usually requires surgery and chemotherapy. FOLFIRINOX is a chemotherapy medicine that offers promising results for both patients getting surgery and for patients with widespread disease. However, it can cause harmful side effects. The side effects can be so bad that the chemotherapy has to be stopped or that surgery is no longer possible. In order to reduce the harmful side effects and improve outcomes, this investigation looks into the safety and practicality of using a different version of one of the medicines. The different version hopes to improve drug delivery and reduce harmful side effects. This regimen, NALIRIFOX, can be safer and more effective in patients awaiting surgery. Clinical Trial Registration: UF-STO-PANC-004 (NCT03483038) (ClinicalTrials.gov).


Assuntos
Adenocarcinoma , Neoplasias Pancreáticas , Radiossensibilizantes , Humanos , Irinotecano/uso terapêutico , Neoplasias Pancreáticas/patologia , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Oxaliplatina/uso terapêutico , Adenocarcinoma/patologia , Terapia Neoadjuvante/métodos , Fluoruracila/efeitos adversos , Leucovorina/efeitos adversos , Radiossensibilizantes/uso terapêutico , Ensaios Clínicos Fase II como Assunto
5.
Ann Surg ; 276(5): e527-e535, 2022 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-33201132

RESUMO

OBJECTIVE: To investigate the role of intraoperative estimated blood loss (EBL) on development of clinically relevant postoperative pancreatic fistula (CR-POPF) after pancreatoduodenectomy (PD). BACKGROUND: Minimizing EBL has been shown to decrease transfusions and provide better perioperative outcomes in PD. EBL is also felt to be influential on CR-POPF development. METHODS: This study consists of 5534 PDs from a 17-institution collaborative (2003-2018). EBL was progressively categorized (≤150mL; 151-400mL; 401-1,000 mL; > 1,000 mL). Impact of additive EBL was assessed using 20 3- factor fistula risk score (FRS) scenarios reflective of endogenous CR-POPF risk. RESULTS: CR-POPF developed in 13.6% of patients (N = 753) and median EBL was 400 mL (interquartile range 250-600 mL). CR-POPF and Grade C POPF were associated with elevated EBL (median 350 vs 400 mL, P = 0.002; 372 vs 500 mL, P < 0.001, respectively). Progressive EBL cohorts displayed incremental CR-POPF rates (8.5%, 13.4%, 15.2%, 16.9%; P < 0.001). EBL >400mL was associated with increased CR-POPF occurrence in 13/20 endogenous risk scenarios. Moreover, 8 of 10 scenarios predicated on a soft gland demonstrated increased CR-POPF incidence. Hypothetical projections demonstrate significant reductions in CR-POPF can be obtained with 1-, 2-, and 3-point decreases in FRS points attributed to EBL risk (12.2%, 17.4%, and 20.0%; P < 0.001). This is especially pronounced in high-risk (FRS7-10) patients, who demonstrate up to a 31% reduction (P < 0.001). Surgeons in the lowest-quartile of median EBL demonstrated CR-POPF rates less than half those in the upper-quartile (7.9% vs 18.8%; P < 0.001). CONCLUSION: EBL independently contributes significant biological risk to CR-POPF. Substantial reductions in CR-POPF occurrence are projected and obtainable by minimizing EBL. Decreased individual surgeon EBL is associated with improvements in CR-POPF.


Assuntos
Perda Sanguínea Cirúrgica , Pancreaticoduodenectomia , Perda Sanguínea Cirúrgica/prevenção & controle , Humanos , Pâncreas/cirurgia , Fístula Pancreática/epidemiologia , Fístula Pancreática/etiologia , Fístula Pancreática/prevenção & controle , Pancreaticoduodenectomia/efeitos adversos , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/prevenção & controle , Estudos Retrospectivos , Fatores de Risco
6.
Ann Surg ; 275(2): e463-e472, 2022 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-32541227

RESUMO

OBJECTIVE: This study aims to present a full spectrum of individual patient presentations of pancreatic fistula risk, and to define the utility of mitigation strategies amongst some of the most prevalent, and vulnerable scenarios surgeons encounter. BACKGROUND: The FRS has been utilized to identify technical strategies associated with reduced CR-POPF incidence across various risk strata. However, risk-stratification using the FRS has never been investigated with greater granularity. By deriving all possible combinations of FRS elements, individualized risk assessment could be utilized for precision medicine purposes. METHODS: FRS profiles and outcomes of 5533 PDs were accrued from 17 international institutions (2003-2019). The FRS was used to derive 80 unique combinations of patient "scenarios." Risk-matched analyses were conducted using a Bonferroni adjustment to identify scenarios with increased vulnerability for CR-POPF occurrence. Subsequently, these scenarios were analyzed using multivariable regression to explore optimal mitigation approaches. RESULTS: The overall CR-POPF rate was 13.6%. All 80 possible scenarios were encountered, with the most frequent being scenario #1 (8.1%) - the only negligible-risk scenario (CR-POPF rate = 0.7%). The moderate-risk zone had the most scenarios (50), patients (N = 3246), CR-POPFs (65.2%), and greatest non-zero discrepancy in CR-POPF rates between scenarios (18-fold). In the risk-matched analysis, 2 scenarios (#59 and 60) displayed increased vulnerability for CR-POPF relative to the moderate-risk zone (both P < 0.001). Multivariable analysis revealed factors associated with CR-POPF in these scenarios: pancreaticogastrostomy reconstruction [odds ratio (OR) 4.67], omission of drain placement (OR 5.51), and prophylactic octreotide (OR 3.09). When comparing the utilization of best practice strategies to patients who did not have these conjointly utilized, there was a significant decrease in CR-POPF (10.7% vs 35.5%, P < 0.001; OR 0.20, 95% confidence interval 0.12-0.33). CONCLUSION: Through this data, a comprehensive fistula risk catalog has been created and the most clinically-impactful scenarios have been discerned. Focusing on individual scenarios provides a practical way to approach precision medicine, allowing for more directed and efficient management of CR-POPF.


Assuntos
Fístula Pancreática/epidemiologia , Pancreaticoduodenectomia , Complicações Pós-Operatórias/epidemiologia , Medicina de Precisão , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Fatores de Risco
7.
Oncologist ; 26(10): 825-e1674, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34101295

RESUMO

LESSONS LEARNED: Preclinical studies have demonstrated that Src inhibition through dasatinib synergistically enhances the antitumor effects of oxaliplatin. In this phase II, single-arm study, FOLFOX with dasatinib in previously untreated patients with mPC only showed only modest clinical activity, with a progressive-free survival of 4 months and overall survival of 10.6 months. Continued investigation is ongoing to better understand the role of Src inhibition with concurrent 5-fluorouracil and oxaliplatin in a subset of exceptional responders. BACKGROUND: Src tyrosine kinase activity is overexpressed in many human cancers, including metastatic pancreatic cancer (mPC). Dasatinib is a potent inhibitor of Src family of tyrosine kinases. This study was designed to investigate whether dasatinib can synergistically enhance antitumor effects of FOLFOX regimen (FOLFOX-D). METHODS: In this single-arm, phase II study, previously untreated patients received dasatinib 150 mg oral daily on days 1-14, oxaliplatin 85 mg/m2 intravenous (IV) on day 1 every 14 days, leucovorin (LV) 400 mg/m2 IV on day 1 every 14 days, 5-fluorouracil (5-FU) bolus 400 mg/m2 on day 1 every 14 days, and 5-FU continuous infusion 2,400 mg/m2 on day 1 every 14 days. Primary endpoint was progression-free survival (PFS) with preplanned comparison to historical controls. RESULTS: Forty-four patients enrolled with an estimated median PFS of 4.0 (95% confidence interval [CI], 2.3-8.5) months and overall survival (OS) of 10.6 (95% CI, 6.9-12.7) months. Overall response rate (ORR) was 22.7% (n = 10): one patient (2.3%) with complete response (CR) and nine patients (20.5%) with partial response (PR). Fifteen patients (34.1%) had stable disease (SD). Nausea was the most common adverse event (AE) seen in 35 patients (79.5%). CONCLUSION: The addition of dasatinib did not appear to add incremental clinical benefit to FOLFOX in untreated patients with mPC.


Assuntos
Adenocarcinoma , Neoplasias Colorretais , Neoplasias Pancreáticas , Protocolos de Quimioterapia Combinada Antineoplásica/farmacologia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias Colorretais/tratamento farmacológico , Dasatinibe/farmacologia , Dasatinibe/uso terapêutico , Fluoruracila/uso terapêutico , Humanos , Leucovorina/uso terapêutico , Oxaliplatina/farmacologia , Oxaliplatina/uso terapêutico , Neoplasias Pancreáticas/tratamento farmacológico , Resultado do Tratamento
8.
Anesthesiology ; 134(3): 421-434, 2021 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-33449996

RESUMO

BACKGROUND: The primary goal of this study was to evaluate patterns in acute postoperative pain in a mixed surgical patient cohort with the hypothesis that there would be heterogeneity in these patterns. METHODS: This study included 360 patients from a mixed surgical cohort whose pain was measured across postoperative days 1 through 7. Pain was characterized using the Brief Pain Inventory. Primary analysis used group-based trajectory modeling to estimate trajectories/patterns of postoperative pain. Secondary analysis examined associations between sociodemographic, clinical, and behavioral patient factors and pain trajectories. RESULTS: Five distinct postoperative pain trajectories were identified. Many patients (167 of 360, 46%) were in the moderate-to-high pain group, followed by the moderate-to-low (88 of 360, 24%), high (58 of 360, 17%), low (25 of 360, 7%), and decreasing (21 of 360, 6%) pain groups. Lower age (odds ratio, 0.94; 95% CI, 0.91 to 0.99), female sex (odds ratio, 6.5; 95% CI, 1.49 to 15.6), higher anxiety (odds ratio, 1.08; 95% CI, 1.01 to 1.14), and more pain behaviors (odds ratio, 1.10; 95% CI, 1.02 to 1.18) were related to increased likelihood of being in the high pain trajectory in multivariable analysis. Preoperative and intraoperative opioids were not associated with postoperative pain trajectories. Pain trajectory group was, however, associated with postoperative opioid use (P < 0.001), with the high pain group (249.5 oral morphine milligram equivalents) requiring four times more opioids than the low pain group (60.0 oral morphine milligram equivalents). CONCLUSIONS: There are multiple distinct acute postoperative pain intensity trajectories, with 63% of patients reporting stable and sustained high or moderate-to-high pain over the first 7 days after surgery. These postoperative pain trajectories were predominantly defined by patient factors and not surgical factors.


Assuntos
Analgésicos Opioides/uso terapêutico , Morfina/uso terapêutico , Dor Pós-Operatória/fisiopatologia , Fatores Etários , Estudos de Coortes , Feminino , Florida , Humanos , Masculino , Pessoa de Meia-Idade , Dor Pós-Operatória/tratamento farmacológico , Estudos Prospectivos , Índice de Gravidade de Doença , Fatores Sexuais
9.
J Surg Oncol ; 124(8): 1390-1401, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34499741

RESUMO

BACKGROUND AND OBJECTIVES: Pancreatic neuroendocrine tumors (PNETs) represent a rare form of pancreatic cancer. Racial/ethnic disparities have been documented in pancreatic ductal adenocarcinoma, but health disparities have not been well described in patients with PNETs. METHODS: A retrospective review of patients with PNETs in the National Cancer Database was performed for 2004-2014. Approximately 16 605 patients with PNETs and available vital status were identified. Survival was compared by race/ethnicity and socioeconomic status using Kaplan-Meier methods and Cox regression. RESULTS: There were no significant differences in survival between Non-Hispanic, White; Hispanic, White; or Non-Hispanic, Black patients on univariate analysis. Kaplan-Meier analysis showed that patients from communities with lower median household income and education level had worse survival (p < 0.001). Patients age less than 65 without insurance, similarly, had worse survival (p < 0.001). Multivariable modeling found no association between race/ethnicity and risk of mortality (p = 0.37). Lower median household income and lower education level were associated with increased mortality (p < 0.001). CONCLUSIONS: Unlike most other malignancies, race/ethnicity is not associated with survival differences in patients with PNETs. Patients with lower socioeconomic status had worse survival. The presence of identifiable health disparities in patients with PNETs represents a target for intervention and opportunity to improve survival in patients with this malignancy.


Assuntos
Carcinoma Ductal Pancreático/etnologia , Etnicidade/estatística & dados numéricos , Acessibilidade aos Serviços de Saúde , Disparidades em Assistência à Saúde , Tumores Neuroendócrinos/etnologia , Neoplasias Pancreáticas/etnologia , Fatores Socioeconômicos , Carcinoma Ductal Pancreático/patologia , Carcinoma Ductal Pancreático/terapia , Terapia Combinada , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Tumores Neuroendócrinos/patologia , Tumores Neuroendócrinos/terapia , Neoplasias Pancreáticas/patologia , Neoplasias Pancreáticas/terapia , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida
10.
Anesth Analg ; 132(5): 1465-1474, 2021 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-33591118

RESUMO

BACKGROUND: Evidence suggests that increased early postoperative pain (POP) intensities are associated with increased pain in the weeks following surgery. However, it remains unclear which temporal aspects of this early POP relate to later pain experience. In this prospective cohort study, we used wavelet analysis of clinically captured POP intensity data on postoperative days 1 and 2 to characterize slow/fast dynamics of POP intensities and predict pain outcomes on postoperative day 30. METHODS: The study used clinical POP time series from the first 48 hours following surgery from 218 patients to predict their mean POP on postoperative day 30. We first used wavelet analysis to approximate the POP series and to represent the series at different time scales to characterize the early temporal profile of acute POP in the first 2 postoperative days. We then used the wavelet coefficients alongside demographic parameters as inputs to a neural network to predict the risk of severe pain 30 days after surgery. RESULTS: Slow dynamic approximation components, but not fast dynamic detailed components, were linked to pain intensity on postoperative day 30. Despite imbalanced outcome rates, using wavelet decomposition along with a neural network for classification, the model achieved an F score of 0.79 and area under the receiver operating characteristic curve of 0.74 on test-set data for classifying pain intensities on postoperative day 30. The wavelet-based approach outperformed logistic regression (F score of 0.31) and neural network (F score of 0.22) classifiers that were restricted to sociodemographic variables and linear trajectories of pain intensities. CONCLUSIONS: These findings identify latent mechanistic information within the temporal domain of clinically documented acute POP intensity ratings, which are accessible via wavelet analysis, and demonstrate that such temporal patterns inform pain outcomes at postoperative day 30.


Assuntos
Medição da Dor , Percepção da Dor , Limiar da Dor , Dor Pós-Operatória/diagnóstico , Análise de Ondaletas , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Redes Neurais de Computação , Dor Pós-Operatória/etiologia , Dor Pós-Operatória/fisiopatologia , Dor Pós-Operatória/psicologia , Valor Preditivo dos Testes , Estudos Prospectivos , Recuperação de Função Fisiológica , Índice de Gravidade de Doença , Fatores de Tempo
11.
HPB (Oxford) ; 23(8): 1196-1200, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-33388244

RESUMO

BACKGROUND: Neoadjuvant therapy prior to resection of adenocarcinoma of the pancreatic head increases time to surgery and thus the possibility of biliary complications. We hypothesized that biliary complications during neoadjuvant therapy negatively impact clinical outcomes. METHODS: We completed a retrospective study of a cohort of borderline resectable patients consistently treated with neoadjuvant therapy from May 2014 through March 2019. Biliary complications were defined as new-onset biliary obstruction, existing stent failure, cholecystitis, and cholangitis. RESULTS: Of 59 patients that met inclusion criteria, 34 (57.6%) went on to resection. Biliary complications affected 16 patients (27%); 8 (50%) of these patients went on to surgical resection. Of those 43 patients who did not have a biliary intervention, 26 went on to surgical resection (60.4%). There was no significant effect of a biliary complication on total number of chemotherapy cycles (p = 0.12), proceeding to surgical resection (p = 0.56) or on median survival (p = 0.23). Among patients who did proceed to surgery, there was a notable difference in median survival for patients who required a biliary intervention (17.9 vs 31.0 months) that did not reach significance (p = 0.35). CONCLUSION: The need for further biliary interventions during neoadjuvant therapy for pancreatic adenocarcinoma is common, but does not appear to have a significant effect on number of cycles of neoadjuvant therapy or proceeding to surgical resection. Larger studies are necessary to determine if these events compromise overall survival.


Assuntos
Adenocarcinoma , Colestase , Neoplasias Pancreáticas , Adenocarcinoma/tratamento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica , Humanos , Terapia Neoadjuvante/efeitos adversos , Neoplasias Pancreáticas/tratamento farmacológico , Estudos Retrospectivos
12.
J Vasc Surg ; 71(4): 1135-1146.e4, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31515178

RESUMO

OBJECTIVE: Failure to rescue (FTR), a patient safety indicator (PSI) defined, codified, and adjudicated by the Agency for Healthcare Research and Quality, is classified as a preventable inpatient death following major complications. FTR has been reported to be a significant driver of postoperative mortality after open abdominal aortic aneurysm (OAAA) repair. The association between hospital volume (HV) and mortality is well known; however, the mechanisms responsible for these improved outcomes and relative contribution to observed interhospital variation is poorly understood. Similarly, HV influence on specific complications predictive of FTR is unknown; therefore, we sought to determine how HV influences risk and contributes to interhospital variation in PSI events leading to FTR and/or in-hospital mortality after OAAA repair. METHODS: The Vizient database (174 academic/nonacademic hospitals) was queried for all OAAA repairs (elective, n = 2827; nonelective, n = 1622) completed from 2012 to 2014. The primary endpoint was combined FTR and/or in-hospital 30-day mortality. Risk-adjusted rates of complications, Agency for Healthcare Research and Quality-designated PSIs, and FTR were determined. Additional modeling identified PSIs associated with FTR, whereas HV effects on PSIs and FTR were evaluated using mixed-effect models accounting for interhospital variation. Proportion of variation attributable to HV was estimated by contrasting hospital random effect variances in the presence/absence of volume effects. RESULTS: The combined overall FTR/in-hospital 30-day mortality rate was 9.3% (n = 414). For elective and nonelective cases, the overall FTR and 30-day mortality rates were: FTR, 1.6%, 4.9%; and 30-day in-hospital mortality, 3.4%, 17.5%, respectively. HV significantly influenced FTR/30-day in-hospital mortality (P < .0001). FTR/30-day mortality odds for hospitals with 3-year volumes of 50, 100, 150, and 200 cases were 1.4, 2.0, 2.7, and 3.0 times lower, respectively, than hospitals performing ≤25 cases/3 years. The proportion of interhospital variation attributed to HV was greatest for FTR/30-day mortality (62%). Procedural volume accounted for 41% and 38% of interhospital variation in postoperative bleeding and myocardial infarction, respectively. Preoperative predictors of FTR included coagulopathy, arrhythmia (nonelective cases); congestive heart failure, obesity (elective cases); and age, neurological disease, hypertension, and valvular disease (all cases). CONCLUSIONS: OAAA FTR/30-day in-hospital mortality strongly correlated with annual case volume with higher volume centers having the lowest risk. Notably, HV accounted for a significant proportion of the observed variation in FTR and specific complications providing direct evidence for how the volume-outcome relationship may influence perioperative mortality. These findings can inform stakeholders to strategically enable them to implement processes of care directed at the most vulnerable patients that are designed to reduce the likelihood of preventable adverse events and death after OAAA repair. Furthermore, these results underscore the need to regionalize OAAA repair and potentially other complex operations, to HV centers because of their improved ability to rescue patients experiencing complications associated with postoperative mortality.


Assuntos
Aneurisma da Aorta Abdominal/mortalidade , Aneurisma da Aorta Abdominal/cirurgia , Falha da Terapia de Resgate , Hospitais com Alto Volume de Atendimentos/estatística & dados numéricos , Hospitais com Baixo Volume de Atendimentos/estatística & dados numéricos , Segurança do Paciente , Idoso , Feminino , Mortalidade Hospitalar , Humanos , Masculino , Complicações Pós-Operatórias/mortalidade , Estudos Retrospectivos
13.
Pancreatology ; 20(1): 51-59, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31791885

RESUMO

OBJECTIVE: This exploratory study seeks to identify distinct circulating immune signatures among patients having recurrent acute pancreatitis (RAP), chronic pancreatitis (CP), and pancreatic adenocarcinoma (PDAC). METHODS: A retrospective analysis of human serum samples from collaborating institutions of the Consortium for the Study of Chronic Pancreatitis, Diabetes, and Pancreatic Cancer (CPDPC) was performed. Samples came from the North American Pancreatitis Studies 2 (NAPS2) cohort and the Pancreatic Adenocarcinoma Gene Environment Risk Study (PAGER) and were analyzed using a 62-plex Luminex assay in a blinded fashion. Group and pairwise comparisons were performed to identify unique immune signature panels and to calculate diagnostic utility using area under the curve analysis. RESULTS: A total of 179 patients' samples were included: 41 controls, 40 CP, 78 PDAC and 20 RAP patients, of which 20 controls, 20 CP, and 58 PDAC patients had diabetes mellitus (DM). A unique immune signature panel could discriminate RAP, CP, and PDAC from controls with an AUC range from 0.77 to 0.86 (95% CI range: 0.64-0.94), RAP from CP, and CP from PDAC with an AUC of 0.77 (95% CI 0.64-0.90) and 0.76 (95% CI 0.67-0.86), respectively. Furthermore, an immune signature panel could also discriminate PDAC-DM from DM controls with an AUC of 0.96 (95% CI: 0.93-1.00) CONCLUSION: This study identifies unique immune analytes that may serve as novel diagnostic and predictive non-invasive biomarkers of RAP, CP, and PDAC. Further validation is warranted in prospective cohorts as developed by the CPDPC.


Assuntos
Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/imunologia , Pancreatite/diagnóstico , Pancreatite/imunologia , Idoso , Biomarcadores/sangue , Citocinas/genética , Citocinas/metabolismo , Feminino , Regulação da Expressão Gênica/imunologia , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias Pancreáticas/sangue , Neoplasias Pancreáticas/patologia , Pancreatite/sangue , Pancreatite/patologia , Projetos Piloto , Recidiva
14.
Proteomics ; 19(13): e1800394, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31070281

RESUMO

Exosomes are membrane-bound vesicles that traffic small molecular cargos. These cargos participate in cell-cell communication and contribute to the pathogenesis of many disease including cancer. How these mechanisms contribute to communication within the pancreatic adenocarcinoma (PDAC) microenvironment and how they contribute to PDAC biology are poorly understood. Performed in this study are comprehensive, quantitative comparisons of the proteomes of three PDAC cell lines to those of the exosomes they produce. Approximately 35% of whole cell proteins sort into exosomes. Analysis of composition of microbiomes (ANCOM) determined a cluster of 98 enriched pancreatic cancer exosome core proteins (ePC-ECPs). Further, these proteins are predicted by ingenuity pathway analysis (IPA) as actively involved in signaling pathways regulating cell death and survival, cellular movement, and cell-to-cell signaling and interaction in particular (top three p-value significant pathways). Significant enrichment of canonical pathways of acute phase response signaling (inflammatory response signaling pathways) and FXR and RXR activation in biosynthetic pathways are also predicted; 97 ePC-ECPs are associated with cancer and among them, 34 are specifically associated with PDAC. In conclusion, exosomes from PDAC are enriched with cancer-associated signaling proteins. Further assessment of these proteins as PDAC biomarkers or therapeutic targets is warranted.


Assuntos
Adenocarcinoma/patologia , Exossomos/metabolismo , Neoplasias Pancreáticas/patologia , Proteoma/metabolismo , Biomarcadores Tumorais/metabolismo , Comunicação Celular/fisiologia , Linhagem Celular Tumoral , Movimento Celular/fisiologia , Sobrevivência Celular/fisiologia , Humanos , Transdução de Sinais , Microambiente Tumoral , Neoplasias Pancreáticas
15.
HPB (Oxford) ; 21(2): 249-257, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30057124

RESUMO

BACKGROUND: The aim of this retrospective review was to evaluate the long-term survival benefits of thermal ablation versus wedge or segmental resection in solitary HCC lesions using tumor size and clinical factors. METHODS: Survival analysis was performed on 43,601 patients from 2004 to 2015 in the National Cancer Database with solitary HCC lesions ≤5 cm with further stratification by tumor size, fibrosis score, and type of resection. RESULTS: In patients with moderate fibrosis or less, survival benefit was seen with one-segment resection over ablation in tumors 1.1-3 cm (HR 0.54, p = 0.03) while tumors of 3.1-5 cm received survival benefit from wedge (HR 0.44, p = 0.04), one (HR 0.28, p = 0.001) and two-segment (HR 0.20, p = 0.001) resections over ablation. In patients with severe fibrosis to cirrhosis, wedge resection demonstrated survival benefit over ablation in patients with tumors 1.1-3 cm (HR 0.48, p = 0.01) with no survival benefit of any resection type in patients with tumors of 3.1-5 cm. CONCLUSION: These findings suggest that the decision to utilize thermal ablation versus resection to extend survival in solitary HCC lesions should include tumor size, fibrosis score, and type of resection.


Assuntos
Técnicas de Ablação , Carcinoma Hepatocelular/cirurgia , Hepatectomia , Neoplasias Hepáticas/cirurgia , Técnicas de Ablação/efeitos adversos , Técnicas de Ablação/mortalidade , Adulto , Idoso , Carcinoma Hepatocelular/mortalidade , Carcinoma Hepatocelular/patologia , Tomada de Decisão Clínica , Bases de Dados Factuais , Feminino , Hepatectomia/efeitos adversos , Hepatectomia/mortalidade , Humanos , Cirrose Hepática/patologia , Neoplasias Hepáticas/mortalidade , Neoplasias Hepáticas/patologia , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Seleção de Pacientes , Estudos Retrospectivos , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento , Carga Tumoral , Estados Unidos
16.
Carcinogenesis ; 39(8): 1068-1078, 2018 07 30.
Artigo em Inglês | MEDLINE | ID: mdl-29846515

RESUMO

Pancreatic ductal adenocarcinoma (PDAC) is the third leading cause of cancer death in the United States yet data are scant regarding host factors influencing pancreatic carcinogenesis. Increasing evidence support the role of the host microbiota in carcinogenesis but its role in PDAC is not well established. Herein, we report that antibiotic-mediated microbial depletion of KrasG12D/PTENlox/+ mice showed a decreased proportion of poorly differentiated tumors compared to microbiota-intact KrasG12D/PTENlox/+ mice. Subsequent 16S rRNA PCR showed that ~50% of KrasG12D/PTENlox/+ mice with PDAC harbored intrapancreatic bacteria. To determine if a similar observation in humans correlates with presence of PDAC, benign and malignant human pancreatic surgical specimens demonstrated a microbiota by 16S bacterial sequencing and culture confirmation. However, the microbial composition did not differentiate PDAC from non-PDAC tissue. Furthermore, murine pancreas did not naturally acquire a pancreatic microbiota, as germ-free mice transferred to specific pathogen-free housing failed to acquire intrapancreatic bacteria over time, which was not augmented by a murine model of colitis. Finally, antibiotic-mediated microbial depletion of Nod-SCID mice, compared to microbiota-intact, showed increased time to PDAC xenograft formation, smaller tumors, and attenuated growth. Interestingly, both xenograft cohorts were devoid of intratumoral bacteria by 16S rRNA PCR, suggesting that intrapancreatic/intratumoral microbiota is not the sole driver of PDAC acceleration. Xenografts from microbiota-intact mice demonstrated innate immune suppression by immunohistochemistry and differential regulation of oncogenic pathways as determined by RNA sequencing. Our work supports a long-distance role of the intestinal microbiota on PDAC progression and opens new research avenues regarding pancreatic carcinogenesis.


Assuntos
Carcinogênese/imunologia , Carcinoma Ductal Pancreático/imunologia , Microbioma Gastrointestinal/imunologia , Interações entre Hospedeiro e Microrganismos/imunologia , Neoplasias Pancreáticas/imunologia , Adulto , Idoso , Animais , Antibacterianos/administração & dosagem , Bactérias/efeitos dos fármacos , Bactérias/genética , Bactérias/isolamento & purificação , Carcinogênese/efeitos dos fármacos , Carcinoma Ductal Pancreático/patologia , Carcinoma Ductal Pancreático/cirurgia , Linhagem Celular Tumoral , Progressão da Doença , Feminino , Microbioma Gastrointestinal/efeitos dos fármacos , Vida Livre de Germes , Interações entre Hospedeiro e Microrganismos/efeitos dos fármacos , Humanos , Intestinos/microbiologia , Masculino , Camundongos , Camundongos Endogâmicos NOD , Camundongos SCID , Camundongos Transgênicos , Pessoa de Meia-Idade , Pâncreas/microbiologia , Pâncreas/patologia , Pâncreas/cirurgia , Neoplasias Pancreáticas/patologia , Neoplasias Pancreáticas/cirurgia , RNA Ribossômico 16S/isolamento & purificação , Ensaios Antitumorais Modelo de Xenoenxerto
17.
Cancer ; 124(17): 3510-3519, 2018 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-29984547

RESUMO

BACKGROUND: The incidence of rectal cancer in patients younger than 50 years is increasing. To test the hypothesis that the biology in this younger cohort may differ, this study compared survival patterns, stratifying patients according to National Comprehensive Cancer Network (NCCN) guideline-driven care and age. METHODS: The National Cancer Data Base was queried for patients treated with curative-intent transabdominal resections with negative surgical margins for stage I to III rectal cancer between 2004 and 2014. Outcomes and overall survival for patients younger than 50 years and patients 50 years old or older were compared by subgroups based on NCCN guideline-driven care. RESULTS: A total of 43,106 patients were analyzed. Younger patients were more likely to be female and minorities, to be diagnosed at a higher stage, and to have travelled further to be treated at academic/integrated centers. Short- and long-term outcomes were significantly better for patients younger than 50 years, with age-specific survival rates calculated. Younger patients were more likely to receive radiation treatment outside NCCN guidelines for stage I disease. In younger patients, the administration of neoadjuvant chemoradiation for stage II and III disease was not associated with an overall survival benefit. CONCLUSIONS: Age-specific survival data for patients with rectal cancer treated with curative intent do not support an overall survival benefit from NCCN guideline-driven therapy for stage II and III patients younger than 50 years. These data suggest that early-onset disease may differ biologically and in its response to multimodality therapy.


Assuntos
Oncologia/normas , Guias de Prática Clínica como Assunto , Neoplasias Retais/mortalidade , Neoplasias Retais/terapia , Adulto , Fatores Etários , Idade de Início , Idoso , Estudos de Coortes , Redes Comunitárias/organização & administração , Redes Comunitárias/normas , Intervalo Livre de Doença , Feminino , Humanos , Masculino , Oncologia/organização & administração , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Neoplasias Retais/diagnóstico , Neoplasias Retais/patologia , Estudos Retrospectivos , Medição de Risco , Sociedades Médicas/organização & administração , Sociedades Médicas/normas , Taxa de Sobrevida , Resultado do Tratamento , Estados Unidos/epidemiologia , Adulto Jovem
18.
Ann Surg ; 267(4): 608-616, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-28594741

RESUMO

OBJECTIVE: The aim of this study was to identify the optimal fistula mitigation strategy following pancreaticoduodenectomy. BACKGROUND: The utility of technical strategies to prevent clinically relevant postoperative pancreatic fistula (CR-POPF) following pancreatoduodenectomy (PD) may vary by the circumstances of the anastomosis. The Fistula Risk Score (FRS) identifies a distinct high-risk cohort (FRS 7 to 10) that demonstrates substantially worse clinical outcomes. The value of various fistula mitigation strategies in these particular high-stakes cases has not been previously explored. METHODS: This multinational study included 5323 PDs performed by 62 surgeons at 17 institutions. Mitigation strategies, including both technique related (ie, pancreatogastrostomy reconstruction; dunking; tissue patches) and the use of adjuvant strategies (ie, intraperitoneal drains; anastomotic stents; prophylactic octreotide; tissue sealants), were evaluated using multivariable regression analysis and propensity score matching. RESULTS: A total of 522 (9.8%) PDs met high-risk FRS criteria, with an observed CR-POPF rate of 29.1%. Pancreatogastrostomy, prophylactic octreotide, and omission of externalized stents were each associated with an increased rate of CR-POPF (all P < 0.001). In a multivariable model accounting for patient, surgeon, and institutional characteristics, the use of external stents [odds ratio (OR) 0.45, 95% confidence interval (95% CI) 0.25-0.81] and the omission of prophylactic octreotide (OR 0.49, 95% CI 0.30-0.78) were independently associated with decreased CR-POPF occurrence. In the propensity score matched cohort, an "optimal" mitigation strategy (ie, externalized stent and no prophylactic octreotide) was associated with a reduced rate of CR-POPF (13.2% vs 33.5%, P < 0.001). CONCLUSIONS: The scenarios identified by the high-risk FRS zone represent challenging anastomoses associated with markedly elevated rates of fistula. Externalized stents and omission of prophylactic octreotide, in the setting of intraperitoneal drainage and pancreaticojejunostomy reconstruction, provides optimal outcomes.


Assuntos
Fístula Pancreática/prevenção & controle , Pancreaticoduodenectomia/efeitos adversos , Pancreaticoduodenectomia/métodos , Anastomose Cirúrgica/efeitos adversos , Drenagem , Fármacos Gastrointestinais/efeitos adversos , Fármacos Gastrointestinais/uso terapêutico , Humanos , Octreotida/efeitos adversos , Octreotida/uso terapêutico , Complicações Pós-Operatórias/prevenção & controle , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Stents
19.
Int J Mol Sci ; 19(12)2018 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-30513792

RESUMO

Cancer cachexia is a debilitating condition seen frequently in patients with pancreatic ductal adenocarcinoma (PDAC). The underlying mechanisms driving cancer cachexia are not fully understood but are related, at least in part, to the immune response to the tumor both locally and systemically. We hypothesize that there are unique differences in cytokine levels in the tumor microenvironment and systemic circulation between PDAC tumors and that these varying profiles affect the degree of cancer cachexia observed. Patient demographics, operative factors, oncologic factors, and perioperative data were collected for the two patients in the patient derived xenograft (PDX) model. Human pancreatic cancer PDX were created by implanting fresh surgical pancreatic cancer tissues directly into immunodeficient mice. At PDX end point, mouse tumor, spleen and muscle tissues were collected and weighed, muscle atrophy related gene expression measured, and tumor and splenic soluble proteins were analyzed. PDX models were created from surgically resected patients who presented with different degrees of cachexia. Tumor free body weight and triceps surae weight differed significantly between the PDX models and control (P < 0.05). Both PDX groups had increased atrophy related gene expression in muscle compared to control (FoxO1, Socs3, STAT3, Acvr2b, Atrogin-1, MuRF1; P < 0.05). Significant differences were noted in splenic soluble protein concentrations in 14 of 15 detected proteins in tumor bearing mice when compared to controls. Eight splenic soluble proteins were significantly different between PDX groups (P < 0.05). Tumor soluble proteins were significantly different between the two PDX groups in 15 of 24 detected proteins (P < 0.05). PDX models preserve the cachectic heterogeneity found in patients and are associated with unique cytokine profiles in both the spleen and tumor between different PDX. These data support the use of PDX as a strategy to study soluble cachexia protein markers and also further efforts to elucidate which cytokines are most related to cachexia in order to provide potential targets for immunotherapy.


Assuntos
Adenocarcinoma/complicações , Adenocarcinoma/metabolismo , Caquexia/complicações , Caquexia/metabolismo , Carcinoma Ductal Pancreático/complicações , Carcinoma Ductal Pancreático/metabolismo , Citocinas/metabolismo , Medicina de Precisão , Adenocarcinoma/genética , Adenocarcinoma/patologia , Idoso , Animais , Atrofia , Peso Corporal , Caquexia/genética , Carcinoma Ductal Pancreático/genética , Carcinoma Ductal Pancreático/patologia , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Camundongos , Pessoa de Meia-Idade , Proteínas de Neoplasias/metabolismo , Solubilidade , Baço/patologia , Microambiente Tumoral/genética , Ensaios Antitumorais Modelo de Xenoenxerto
20.
Ann Surg ; 265(5): 978-986, 2017 05.
Artigo em Inglês | MEDLINE | ID: mdl-27232260

RESUMO

OBJECTIVE: This multicenter study sought to evaluate the accuracy of the American College of Surgeons National Surgical Quality Improvement Program's (ACS-NSQIP) surgical risk calculator for predicting outcomes after pancreatoduodenectomy (PD) and to determine whether incorporating other factors improves its predictive capacity. BACKGROUND: The ACS-NSQIP surgical risk calculator has been proposed as a decision-support tool to predict complication risk after various operations. Although it considers 21 preoperative factors, it does not include procedure-specific variables, which have demonstrated a strong predictive capacity for the most common and morbid complication after PD - clinically relevant pancreatic fistula (CR-POPF). The validated Fistula Risk Score (FRS) intraoperatively predicts the occurrence of CR-POPF and serious complications after PD. METHODS: This study of 1480 PDs involved 47 surgeons at 17 high-volume institutions. Patient complication risk was calculated using both the universal calculator and a procedure-specific model that incorporated the FRS and surgeon/institutional factors. The performance of each model was compared using the c-statistic and Brier score. RESULTS: The FRS was significantly associated with 30-day mortality, 90-day mortality, serious complications, and reoperation (all P < 0.0001). The procedure-specific model outperformed the universal calculator for 30-day mortality (c-statistic: 0.79 vs 0.68; Brier score: 0.020 vs 0.021), 90-day mortality, serious complications, and reoperation. Neither surgeon experience nor institutional volume significantly predicted mortality; however, surgeons with a career PD volume >450 were less likely to have serious complications (P < 0.001) or perform reoperations (P < 0.001). CONCLUSIONS: Procedure-specific complication risk influences outcomes after pancreatoduodenectomy; therefore, risk adjustment for performance assessment and comparative research should consider these preoperative and intraoperative factors along with conventional ACS-NSQIP preoperative variables.


Assuntos
Causas de Morte , Técnicas de Apoio para a Decisão , Pancreaticoduodenectomia/mortalidade , Pancreaticoduodenectomia/métodos , Feminino , Humanos , Masculino , Morbidade , Pancreaticoduodenectomia/efeitos adversos , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/fisiopatologia , Valor Preditivo dos Testes , Reoperação/estatística & dados numéricos , Risco Ajustado , Medição de Risco , Sociedades Médicas , Taxa de Sobrevida , Estados Unidos
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