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1.
Radiol Case Rep ; 19(11): 5024-5028, 2024 Nov.
Article in English | MEDLINE | ID: mdl-39247469

ABSTRACT

Unresectable hepatocellular carcinoma unresponsive to first-line immunotherapy has a poor prognosis with modest response to tyrosine kinase inhibitors in the second line. In these patients, the benefit of local therapy with immunotherapy rechallenge is unknown. Radioembolization is a guideline-supported locoregional therapy for HCC that has shown the potential for synergy in combination with immunotherapy. This report describes a patient with veno-invasive HCC and extrahepatic invasion of the right kidney which progressed on atezolizumab and bevacizumab and was subsequently downstaged to resection with ipilimumab and nivolumab plus radioembolization yielding a complete pathologic response. The patient is currently more than 2 years since diagnosis without evidence of disease recurrence.

3.
J Gastrointest Oncol ; 15(4): 1827-1835, 2024 Aug 31.
Article in English | MEDLINE | ID: mdl-39279960

ABSTRACT

Background: Laparoscopic distal pancreatectomies (LDP) confer benefits over open distal pancreatectomies (ODP). These benefits extend to patients with known malignancies. Despite being a common procedure for pancreatic surgeons, widespread adoption of minimally invasive approaches is still not universal. Improved understanding of the benefits of LDP as well as operative steps can help further spread the use of minimally invasive techniques. Methods: The authors present their approach to LDP with an emphasis on anatomy, intraoperative technique, and pearls/pitfalls. A brief historical overview of the development of LDP and landmark studies is also included. Results: Review of milestones along the evolution of LDP are presented, showcasing the controversies and advantages that are associated with the procedure. Current perspectives and society recommendations are also discussed. Operative steps of LDP are described via the "clockwise technique". This technique outlines a step-wise method that includes wide mobilization for adequate exposure, slow compression of pancreatic parenchyma, and other important pearls such as patient positioning and operative planning. Conclusions: Proper understanding of LDP is crucial to maximizing positive outcomes from the operation. Further education on technical pearls can help increase use of minimally invasive approaches to distal pancreatic resection for cancer.

4.
J Surg Oncol ; 2024 Aug 04.
Article in English | MEDLINE | ID: mdl-39099202

ABSTRACT

BACKGROUND: Thermal ablation has recently become a key therapy for the treatment of colorectal liver metastasis (CLM). However, the role of ablation in combination with resection has not yet been firmly established. We hypothesize that in patients with CLM, those who undergo liver resection with ablation (RA) have similar outcomes compared with those who undergo liver resection only. METHODS: We reviewed a multicenter international database of 906 surgical procedures for CLM from 5 high volume hepatobiliary surgical units. Patients undergoing RA (n = 63) were matched based on the number of lesions and tumor size using a 1:1 balanced propensity score analysis with those having resection only (n = 63). Our primary outcomes were overall survival (OS) and disease-free survival (DFS). RESULTS: The mean age of our cohort was 58 ± 11 years, with 43% females. With a median follow-up of 70.8 months, patients in the resection and RA group had a median OS of 45.1 and 54.8 months (p = 0.71), respectively. The median DFS was 22.7 and 14.2 months (p = 0.045), respectively. Using a multivariate Cox proportional hazards regression model, the treatment approach was not associated with OS (p = 0.94) or DFS (p = 0.059). A higher number of lesions is independently associated with worse DFS (hazard ratio: 1.12, p < 0.01). When there was disease recurrence, the region of recurrence was similar between the RA versus resection only groups (p = 0.27), but there was a shorter time to recurrence in the RA group (p = 0.002). CONCLUSION: For CLM, the treatment approach was not significantly associated with OS or DFS, while tumor biology likely played an important role. Prospective research on the quality and effectiveness of thermal ablation combined with hepatic resection is warranted.

5.
J Surg Oncol ; 2024 Aug 25.
Article in English | MEDLINE | ID: mdl-39183490

ABSTRACT

BACKGROUND: This study investigates the impact of margin status after colorectal liver metastasis (CLM) resection on outcomes of patients after neoadjuvant treatment versus those who underwent upfront resection. METHODS: An international collaborative database of CLM patients who underwent surgical resection was used. Proportional hazard regression models were created for single and multivariable models to assess the relationship between independent measures and median overall survival (mOS). RESULTS: R1 was associated with worse OS in the neoadjuvant group (mOS: 51.8 m for R0 vs. 26.0 m for R1; HR: 2.18). In the patients who underwent upfront surgery, R1 was not associated with OS. (mOS: 46.7 m for R0 vs. 42.6 m for R1). When patients with R1 in each group were stratified by adjuvant treatment, there was no significant difference in the neoadjuvant group, while in the upfront surgery group with R1, adjuvant treatment was associated with significant improvement in OS (mOS: 42.6 m for adjuvant vs. 25.0 m for no adjuvant treatment; HR: 0.21). CONCLUSION: R1 is associated with worse outcomes in the patients who receive neoadjuvant treatment with no significant improvement with the addition of adjuvant therapy, likely representing an aggressive tumor biology. R1 did not impact OS in patients with upfront surgery who received postoperative chemotherapy.

6.
Surgery ; 175(4): 1162-1167, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38307785

ABSTRACT

BACKGROUND: Laparoscopic pancreaticoduodenectomy has been found safe and associated with advantages over open pancreaticoduodenectomy in prior studies. We compared outcomes of laparoscopic pancreaticoduodenectomy versus open pancreaticoduodenectomy at a single institution after applying technical aspects and perioperative care learned from laparoscopic pancreaticoduodenectomy to the open pancreaticoduodenectomy practice. METHODS: From January 2010 to December 2020, all patients undergoing pancreaticoduodenectomy were identified, and information was collected in a prospective fashion. Open pancreaticoduodenectomy (n = 347) and laparoscopic pancreaticoduodenectomy (n = 242) were performed using the same selection criteria, operative technique, and recovery protocols at a single institution. Propensity score matching was performed, and then perioperative data and 90-day outcomes were compared, and statistical analysis was performed. RESULTS: A total of 589 patients underwent pancreaticoduodenectomy, including open pancreaticoduodenectomy (n = 347) and laparoscopic pancreaticoduodenectomy (n = 242). After excluding those undergoing total pancreatectomy or major vascular or concomitant organ resection, there were 497 patients (open pancreaticoduodenectomy = 301 and laparoscopic pancreaticoduodenectomy = 196). Propensity score matching was performed, and 187 open pancreaticoduodenectomy patients were matched to 187 laparoscopic pancreaticoduodenectomy patients. Operative time (475 vs 280 minutes) was longer, and estimated blood loss (150 vs 212 mL) was less for laparoscopic pancreaticoduodenectomy than open pancreaticoduodenectomy, respectively. Pancreatic fistula (18.8% vs 5.4%) and delayed gastric emptying (18.8% vs 9.7%) were higher for laparoscopic pancreaticoduodenectomy than open pancreaticoduodenectomy, respectively. Postpancreatectomy hemorrhage, major morbidity, mortality, hospital stay, and readmissions were nonsignificantly higher for laparoscopic pancreaticoduodenectomy than open pancreaticoduodenectomy. Intensive care use and overall costs were significantly higher for laparoscopic pancreaticoduodenectomy than open pancreaticoduodenectomy. CONCLUSION: In our experience, open pancreaticoduodenectomy offers similar to improved outcomes over laparoscopic pancreaticoduodenectomy, with less use of perioperative resources, thereby offering better value to patients requiring pancreaticoduodenectomy.


Subject(s)
Laparoscopy , Pancreatic Neoplasms , Humans , Pancreaticoduodenectomy/adverse effects , Pancreaticoduodenectomy/methods , Pancreatic Neoplasms/surgery , Propensity Score , Pancreatectomy , Laparoscopy/adverse effects , Laparoscopy/methods , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Postoperative Complications/surgery , Retrospective Studies , Length of Stay
7.
J Gastrointest Oncol ; 14(5): 2260-2272, 2023 Oct 31.
Article in English | MEDLINE | ID: mdl-37969828

ABSTRACT

Background and Objective: Pancreas adenocarcinoma is a disease with dire prognosis. Imaging is pivotal to the diagnosis, staging, reassessment, surgical planning, and surveillance of pancreas cancer. The purpose of this paper is to provide the reader an overview of current imaging practices for pancreas adenocarcinoma. Methods: A literature search of original papers and reviews through 2022 was performed using the PubMed database. The most current American College of Radiology Appropriateness Criteria and National Comprehensive Cancer Network guidelines on pancreas cancer imaging were also included. Key Content and Findings: Multidisciplinary team care at a high-volume institution is instrumental to optimal patient management and outcomes. It is therefore important for all team members to be aware of imaging modality options, strengths, and challenges. Additionally, a high-level understanding of imaging findings is useful clinically. This manuscript provides a current overview of imaging modalities used in the identification and assessment of pancreas adenocarcinoma, including ultrasound, computed tomography, magnetic resonance imaging, and positron emission tomography. Imaging findings, including the expected and unexpected, are reviewed to give the novice imager a better understanding. Conclusions: This review provides a current overview of imaging for pancreas adenocarcinoma, including strengths and weakness of various imaging modalities; therefore, providing the reader with a robust resource when considering imaging in the management of this disease.

8.
J Athl Train ; 2023 Nov 28.
Article in English | MEDLINE | ID: mdl-38015822

ABSTRACT

CONTEXT: Photobiomodulation therapy (PBMT) applied as a preconditioning treatment before exercise has been shown to attenuate fatigue and improve skeletal muscle contractile function during high-intensity resistance exercise. Practical implications for preconditioning muscle with PBMT prior to fatiguing exercise include a safe and non-invasive means to enhance performance and reduce the risk of musculoskeletal injury. OBJECTIVE: To examine the muscle fatigue attenuating effects of PBMT on performance of the shoulder external rotator muscle group when applied as a preconditioning treatment before high-intensity, high-volume resistance exercise. DESIGN: Sham-controlled, cross-over design. SETTING: Laboratory. PARTICIPANTS: Twenty healthy men (n=8) and women (n=12) between the age of 18 and 30. INTERVENTION: PBMT was administered using a near-infrared laser (λ=810/980nm, 1.8 W/cm2, treatment area = 80cm2-120 cm2) to the shoulder external rotator muscles at a radiant exposure of 10 J/cm2. Subjects performed 12 sets of isokinetic shoulder exercise. Each set consisted of 21 concentric contractions of internal and external rotation at 60°/s. The sets were subdivided into 3 blocks of exercise [Block 1: sets 1-4; Block 2: sets 5-8; Block 3: sets 9-12]. MAIN OUTCOME MEASURES: normalized peak torque [Nm/kg], average peak torque [Nm], total work [Nm], and average power [W]. RESULTS: During the last block of exercise (sets 9-12), all performance measures for the active PBMT condition were 6.2% to 10% greater than the sham PBMT values (p < 0.02 to 0.001). CONCLUSIONS: PBMT attenuated fatigue and improved muscular performance of the shoulder external rotators in the latter stages of strenuous resistance exercise.

9.
Langenbecks Arch Surg ; 408(1): 383, 2023 Sep 28.
Article in English | MEDLINE | ID: mdl-37770715

ABSTRACT

PURPOSE: To compare the outcomes between patients with cirrhosis and those without who have undergone pancreatoduodenectomy (PD) in our institution. METHODS: A review of patients undergoing PD from the time period of January 2010 to December 2020 was performed. Patients that have undergone open or laparoscopic PD and had liver cirrhosis diagnosed prior to surgery were included and matched on a 1:2 basis with non-cirrhotic patients based on age, gender, Eastern Cooperative Oncology Group (ECOG), and date of surgery. Data was obtained from our medical records and ten major postoperative complications variables were compared to the matched group. RESULTS: Overall, 16 patients with cirrhosis were compared to 32 matched controls. No significant differences were found in pancreatic fistula (18.8% vs. 21.8%; P= 1.000), hemorrhage (6.3% vs. 6.2%; P= 1.000), delayed gastric emptying (6.3% vs. 15.6%; P= 0.648), wound infection (0% vs. 9.3%; P= 0.541), and intraabdominal abscess (31.2% vs 6.2%; 0.4998) for cirrhotic vs. non-cirrhotic respectively. There were no postop ileus, gastric fistula, mesenteric portal thrombosis, biliary fistula, and abdominal ischemic event in either group. The average length of stay for both groups was similar (6.9 vs. 9.3 days; P= 0.4019). There were no mortalities and major morbidity was similar (37.5% vs 34.3%; P=0.3549). One patient required readmission for liver-related decompensation with full recovery. CONCLUSION: PD in patients with cirrhosis can be safe and feasible in well-selected patients. In a high-volume institution, postoperative complications are similar to those patients without cirrhosis of the liver.


Subject(s)
Laparoscopy , Pancreaticoduodenectomy , Humans , Laparoscopy/adverse effects , Length of Stay , Liver Cirrhosis/complications , Liver Cirrhosis/surgery , Pancreatic Fistula/epidemiology , Pancreatic Fistula/etiology , Pancreaticoduodenectomy/adverse effects , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Retrospective Studies
10.
World J Clin Oncol ; 14(8): 285-296, 2023 Aug 24.
Article in English | MEDLINE | ID: mdl-37700806

ABSTRACT

Pancreatic cancer (PC) remains one of the most challenging diseases, with a very poor 5-year overall survival of around 11.5%. Kirsten rat sarcoma virus (KRAS) mutation is seen in 90%-95% of PC patients and plays an important role in cancer cell proliferation, differentiation, metabolism, and survival, making it an essential mutation for targeted therapy. Despite extensive efforts in studying this oncogene, there has been little success in finding a drug to target this pathway, labelling it for decades as "undruggable". In this article we summarize some of the efforts made to target the KRAS pathway in PC, discuss the challenges, and shed light on promising clinical trials.

11.
Int J Surg ; 2023 Sep 22.
Article in English | MEDLINE | ID: mdl-37738016

ABSTRACT

INTRODUCTION: Lymph-nodal involvement (N+) represents an adverse prognostic factor after pancreatoduodenectomy (PD) for pancreatic adenocarcinoma (PDAC). Preoperative diagnostic and staging modalities lack sensitivity for identifying N+. This study aimed to investigate preoperative CA19.9 in predicting the N+ stage in resectable-PDAC (R-PDAC). METHODS: Patients included in a multi-institutional retrospective database of PDs performed for R-PDAC from January 2000 to June 2021 were analyzed. A preoperative laboratory value of CA19.9 >37 U/L was used in univariate and multivariate logistic regression analysis to determine a possible association with N+. Additionally, different cut-offs of CA19.9 related to the preoperative clinical T (cT) stage was assessed to evaluate the risk of N+. RESULTS: A total of 2034 PDs from thirteen centers were included in the study. CA19.9>37 U/L was significantly associated with higher N+ at univariate and multivariate analysis (P<0.001). CA19.9 levels >37 U/L were associated with N+ in 75.9%, 81.3%, and 85.7% of patients, respectively, in cT1, cT2, and cT3 tumors and with higher cut-off values for all cT stages. CONCLUSION: Lymph nodal involvement is strongly related to preoperative CA19.9 levels. Specially in patients staged as cT3 the CA 19.9 could represent a valid and easy tool to suspect nodal involvement. Due to these findings, R-PDAC patients with elevated CA19.9 values should be considered in a more biologically advanced stage.

12.
JCO Precis Oncol ; 7: e2200706, 2023 08.
Article in English | MEDLINE | ID: mdl-37625102

ABSTRACT

PURPOSE: Pancreatic cancer (PC) carries a poor prognosis with high rates of unresectable/metastatic disease at diagnosis, recurrence after resection, and few systemic therapy options. Deficient mismatch repair (dMMR)/high microsatellite instability (MSI-H) PCs demonstrated uncharacteristically poor outcomes in KEYNOTE-158, evaluating pembrolizumab in MSI-H solid tumors. Our study aggregates the Mayo Clinic experience with dMMR/MSI-H PCs, characterizing the clinical, molecular, and treatment response patterns with a focus on response to immune checkpoint inhibitors (ICIs). METHODS: Retrospective data were collected from the electronic medical record from December 2009 to February 2023. Patients were included if they had a pathologically confirmed pancreatic malignancy and had (1) deficient expression of mismatch repair (MMR) proteins by tumor immunohistochemistry, (2) pathogenic mutation of MMR genes on genomic sequencing, and/or (3) MSI-H by polymerase chain reaction. RESULTS: Thirty-two patients were identified for inclusion, with all stages of disease represented. Sixteen of these patients underwent surgery or chemoradiotherapy. Of these patients, uncharacteristically favorable responses were seen, with a recurrence rate of only 19% (n = 3) despite a median follow-up of 25 months. In the palliative setting, excellent responses to ICI were seen, with overall response rate (ORR) of 75% (20% complete response). Median time to disease progression was not reached. Response rates to cytotoxic chemotherapy in the palliative setting were poor, with 30% ORR and median time to progression of 4 months. We observed a high rate of discrepancy between MMR and MSI testing methods, representing 19% of the entire cohort and 26% of evaluable cases. CONCLUSION: Our data argue for the preferential use of ICI over cytotoxic chemotherapy in any patient with dMMR/MSI-H PC requiring systemic therapy, including in the metastatic and adjuvant/neoadjuvant settings.


Subject(s)
Immune Checkpoint Inhibitors , Pancreatic Neoplasms , Humans , Immune Checkpoint Inhibitors/pharmacology , Immune Checkpoint Inhibitors/therapeutic use , DNA Mismatch Repair/genetics , Microsatellite Instability , Retrospective Studies , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms
13.
J Thromb Thrombolysis ; 56(3): 375-387, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37351821

ABSTRACT

Venous thromboembolism (VTE) occurs in 2-6% of post-hepatectomy patients and is associated with increased mortality and morbidity. The use of VTE risk assessment models in hepatectomy cases remains unclear. Our study aimed to determine the use and impact of Caprini guideline indicated VTE prophylaxis following hepatectomy. Hepatectomy cases performed during 2016-2021 were included. Caprini score and VTE prophylaxis were determined retroactively, and VTE prophylaxis was categorized as appropriate or inappropriate. The primary outcome was the receipt of appropriate prophylaxis, and secondary outcomes were postoperative VTE and bleeding. Statistical analyses included Fisher Exact test, Kruskal-Wallis, Pearson Chi-Square test, and multivariate regression models. R Statistical software was used for analysis. A p-value < 0.05 or 95% Confidence Interval (CI) excluding 1 was considered significant. A total of 1955 hepatectomy cases were analyzed. Patient demographics were similar between study cohorts. Inpatient, 30- and 90-day VTE rates were 1.28%, 0.56%, and 1.24%, respectively. By Caprini guidelines, 59% and 4.3% received appropriate in-hospital and discharged VTE prophylaxis, respectively. Inpatient VTE (4.5-fold) and mortality (9.5-fold) were lower in patients receiving appropriate prophylaxis. All discharged VTE and mortality occurred in patients not receiving appropriate prophylaxis. Inpatient, 30- and 90-day bleeding rates were 8.4%, 0.62%, and 0.68%, respectively. Appropriate prophylaxis did not increase postoperative bleeding. Increasing Caprini score inversely correlated with receiving appropriate prophylaxis (OR 0.38, CI 0.31-0.46) at discharge, and appropriate prophylaxis did not correlate with bleeding risk (OR 0.79, CI 0.57-1.12). Caprini guideline indicated prophylaxis resulted in reduced VTE complications without increasing bleeding risk.


Subject(s)
Venous Thromboembolism , Humans , Venous Thromboembolism/etiology , Venous Thromboembolism/prevention & control , Hepatectomy/adverse effects , Risk Assessment/methods , Hemorrhage , Hospitals , Risk Factors , Postoperative Complications/etiology , Postoperative Complications/prevention & control , Retrospective Studies
16.
Ann Surg Oncol ; 30(6): 3413-3422, 2023 Jun.
Article in English | MEDLINE | ID: mdl-36859704

ABSTRACT

INTRODUCTION: Complete resection of colorectal liver metastasis (CLM) improves long-term survival in colorectal cancer. However, there is limited recent data on conditional survival (CS) as postoperative survival milestones are achieved post-hepatectomy. METHODS: A retrospective analysis was performed on the penta-institutional Colorectal Liver Operative Metastasis International Collaborative (COLOMIC), with 906 consecutive CLM hepatectomy cases. CS was calculated using Bayes' theorem and Kaplan-Meier analysis. Additional CS analyses were performed on additional clinicopathologic risk factors, including colon cancer laterality, KRAS mutation status, and extrahepatic disease. RESULTS: The 5-year CS was 40.6%, 45.3%, 52.8%, and 65.3% at 0, 1, 2, and 3 years postoperatively, with significant improvements each year (p < 0.005). CS was not significantly different between right-sided and left-sided colorectal cancers by 3 years postoperatively. Patients with KRAS mutations had worse CS at all timepoints (p < 0.001). Extrahepatic disease was a poor prognostic factor for OS and CS (p < 0.001). However, CS for patients with KRAS mutations or extrahepatic disease improved significantly as 2-year, postoperative survival was achieved (p < 0.05). CONCLUSIONS: Five-year CS after hepatectomy for CLM improved with each passing year of survival postoperatively. Although extrahepatic disease and KRAS mutations are poor prognostic factors for OS, these populations still had improved CS after 2 years postoperatively.


Subject(s)
Colorectal Neoplasms , Liver Neoplasms , Humans , Hepatectomy , Colorectal Neoplasms/genetics , Colorectal Neoplasms/surgery , Colorectal Neoplasms/pathology , Retrospective Studies , Bayes Theorem , Proto-Oncogene Proteins p21(ras)/genetics , Prognosis , Liver Neoplasms/secondary , Survival Rate
17.
Ann Surg Oncol ; 30(7): 4264-4273, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36754944

ABSTRACT

BACKGROUND: Although colorectal hepatic metastases (HM) and peritoneal surface disease (PSD) are distinct biologic diseases, they may have similar long-term survival when optimally treated with surgery. METHODS: This study retrospectively reviewed prospectively managed databases. Patients undergoing R0 or R1 resections were analyzed with descriptive statistics, the Kaplan-Meier method, and Cox regression. Survival was compared over time for the following periods: 1993-2006, 2007-2012, and 2013-2020. RESULTS: The study enrolled 783 HM patients undergoing liver resection and 204 PSD patients undergoing cytoreduction and hyperthermic intraperitoneal chemotherapy (HIPEC). Compared with PSD patients, HM patients more often had R0 resections (90.3% vs. 32.4%), less often had pre-procedure chemotherapy (52.4% vs. 92.1%), and less often were functionally independent (79.7% vs. 95.6%). The 5-year overall survival for HM was 40.9%, with a median survival period of 45.8 months versus 25.8% and 33.4 months, respectively, for PSD (p < 0.05). When stratified by resection status, R0 HM and R0 PSD did not differ significantly in median survival (49.0 vs. 45.4 months; p = 0.83). The median survival after R1 resection also was similar between HM and PSD (32.6 vs. 26.9 months; p = 0.59). Survival between the two groups again was similar over time when stratified by resection status. The predictors of survival for HM patients were R0 resection, number of lesions, intraoperative transfusion, age, and adjuvant chemotherapy. For the PSD patients, the predictors were peritoneal cancer index (PCI) score, estimated blood loss (EBL), and female gender. CONCLUSION: The study showed that R0 resections are associated with improved outcomes and that median survival is similar between HM and PSD patients when it is achieved. Surveillance and treatment strategies that facilitate R0 resections are needed to improve results, particularly for PSD.


Subject(s)
Colorectal Neoplasms , Hyperthermia, Induced , Liver Neoplasms , Peritoneal Neoplasms , Humans , Female , Combined Modality Therapy , Retrospective Studies , Peritoneal Neoplasms/surgery , Peritoneal Neoplasms/drug therapy , Liver Neoplasms/surgery , Liver Neoplasms/drug therapy , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Cytoreduction Surgical Procedures , Colorectal Neoplasms/pathology , Survival Rate
18.
J Am Coll Surg ; 236(4): 884-893, 2023 04 01.
Article in English | MEDLINE | ID: mdl-36727981

ABSTRACT

BACKGROUND: Surgical intervention remains the cornerstone of a multidisciplinary approach in the treatment of colorectal liver metastases (CLM). Nevertheless, patient outcomes vary greatly. While predictive tools can assist decision-making and patient counseling, decades of efforts have yet to result in generating a universally adopted tool in clinical practice. STUDY DESIGN: An international collaborative database of CLM patients who underwent surgical therapy between 2000 and 2018 was used to select 1,004 operations for this study. Two different machine learning methods were applied to construct 2 predictive models for recurrence and death, using 128 clinicopathologic variables: gradient-boosted trees (GBTs) and logistic regression with bootstrapping (LRB) in a leave-one-out cross-validation. RESULTS: Median survival after resection was 47.2 months, and disease-free survival was 19.0 months, with a median follow-up of 32.0 months in the cohort. Both models had good predictive power, with GBT demonstrating a superior performance in predicting overall survival (area under the receiver operating curve [AUC] 0.773, 95% CI 0.743 to 0.801 vs LRB: AUC 0.648, 95% CI 0.614 to 0.682) and recurrence (AUC 0.635, 95% CI 0.599 to 0.669 vs LRB: AUC 0.570, 95% CI 0.535 to 0.601). Similarly, better performances were observed predicting 3- and 5-year survival, as well as 3- and 5-year recurrence, with GBT methods generating higher AUCs. CONCLUSIONS: Machine learning provides powerful tools to create predictive models of survival and recurrence after surgery for CLM. The effectiveness of both machine learning models varies, but on most occasions, GBT outperforms LRB. Prospective validation of these models lays the groundwork to adopt them in clinical practice.


Subject(s)
Colorectal Neoplasms , Machine Learning , Humans , Logistic Models
19.
World J Surg ; 47(4): 1018-1022, 2023 04.
Article in English | MEDLINE | ID: mdl-36637476

ABSTRACT

BACKGROUND: The aim of this study is to report the feasibility and short-term outcomes of pancreaticoduodenectomy (PD) in patients who have undergone orthotopic liver transplantation (OLT). METHODS: We performed a retrospective review of a prospectively maintained pancreatic surgical database for all patients undergoing pancreaticoduodenectomy (PD) after liver transplant from January 1995 until June 2022. Demographics, indications for pancreatic resection, liver transplant and time from liver transplant to PD were reported. Operative mortality and morbidity were recorded within 90 days of surgery. Continuous variables were recorded as mean and range, while categorical variables were summarized using frequency and percentage. Postoperative complications within 90 days from PD were graded based on Clavien-Dindo classification with major complication recorded as grade IIIa or higher. Additionally, a comprehensive literature review was performed. RESULTS: A total of 916 patients who underwent PD at our institution between January 1995 and June 2022 were identified, and 9 patients had previous OLT. Five patients were females and 4 males with a mean age of 65 years (range 51-78). Average body mass index (BMI) was 30.8. Two patients had major complications, and three patients had minor complications. No clinically relevant POPF, PPH or DGE were observed. One patient died within 90 days from PD due to ischemic biliary pancreatic limb causing intrabdominal sepsis. CONCLUSION: Although uncommon, PD after OLT is feasible with acceptable outcomes at high volume institutions and if performed by experienced surgeons.


Subject(s)
Liver Transplantation , Pancreaticoduodenectomy , Male , Female , Humans , Middle Aged , Aged , Pancreaticoduodenectomy/adverse effects , Liver Transplantation/adverse effects , Pancreatectomy/adverse effects , Pancreas/surgery , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Postoperative Complications/surgery , Retrospective Studies , Pancreatic Fistula/etiology
20.
J Thromb Thrombolysis ; 55(4): 604-616, 2023 May.
Article in English | MEDLINE | ID: mdl-36696020

ABSTRACT

This study analyzes pancreatectomy cases performed between 2016 and 2021 to determine the impact of using Caprini guideline indicated VTE prophylaxis on VTE and bleeding complications. This is a retrospective study of cases performed in a single academic health care system, in which Caprini score and VTE prevention measures were determined retroactively and prevention practices binarized as appropriate or not appropriate. Univariate and multivariate analyses were performed of 1,299 pancreatectomy case. Most patients were stratified as high risk for postoperative VTE. Receiving appropriate VTE prophylaxis during admission was associated with a 3-fold reduction in VTE complications (0.82% vs. 2.64%, p=0.01) without increasing bleeding complications. All VTE complications occurring with 30-day (1.2%) and 90-day (2.7%) from hospital discharged occurred in those not receiving appropriate prophylaxis, and discharged bleeding complications were also not associated with receivng appropriate discharged VTE prophylaxis. The findings our the study are significant as it highlights the ongoing need for standardization in VTE risk assessment and prevention measures to increase compliance to risk adjusted VTE prevention practice guidelines, thus reducing preventable VTE complications and potentially associated morbidity and mortality.


Subject(s)
Venous Thromboembolism , Humans , Venous Thromboembolism/etiology , Venous Thromboembolism/prevention & control , Venous Thromboembolism/drug therapy , Retrospective Studies , Postoperative Complications/etiology , Postoperative Complications/prevention & control , Anticoagulants/therapeutic use , Risk Assessment , Risk Factors
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