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Featured researches published by Linda M. Pak.


Annals of Surgical Oncology | 2017

Percutaneous Peritoneal Lavage for the Rapid Staging of Gastric and Pancreatic Cancer

Linda M. Pak; Daniel G. Coit; Anne Eaton; Peter J. Allen; Michael I. D’Angelica; Ronald P. DeMatteo; William R. Jarnagin; Vivian E. Strong; T. Peter Kingham

BackgroundPositive peritoneal cytology is classified as M1 disease in gastric and pancreatic cancer. While peritoneal cytology is typically obtained by laparoscopic peritoneal lavage, this study sought to examine the feasibility and safety of performing this percutaneously, with monitored anesthesia care and in combination with other diagnostic procedures to condense and expedite the staging process.MethodsPatients with gastric or pancreatic cancer scheduled for laparoscopy with peritoneal lavage were prospectively enrolled to undergo intraoperative percutaneous peritoneal lavage prior to laparoscopic peritoneal lavage. Saline was infused through a percutaneously-inserted catheter and fluid was collected for peritoneal cytology. Three-quadrant washings collected during laparoscopy were also sent for peritoneal cytology. The primary outcome was to evaluate the sensitivity and specificity of percutaneous peritoneal lavage for detecting positive peritoneal cytology compared with the gold standard of laparoscopic peritoneal lavage, while the secondary outcome was to determine safety.ResultsPercutaneous peritoneal lavage was successfully performed in 70 of 76 patients (92%). Ten of 48 gastric cancer patients (21%) and three of 22 pancreatic cancer patients (14%) had positive percutaneous and laparoscopic peritoneal cytology. Two additional gastric cancer patients had positive laparoscopic peritoneal cytology only. Sensitivity and specificity of percutaneous peritoneal lavage compared with laparoscopic peritoneal lavage were 87% and 100%, respectively. No complications occurred with percutaneous peritoneal lavage.ConclusionsPercutaneous peritoneal lavage is a safe and effective minimally invasive alternative to laparoscopic peritoneal lavage for the diagnosis of metastatic gastric and pancreatic cancer. It is possible this can be utilized in an outpatient setting, such as during endoscopy, to allow for earlier diagnosis of M1 disease and decreased time to appropriate treatment.


Journal of Surgical Oncology | 2018

Prospective phase II trial of combination hepatic artery infusion and systemic chemotherapy for unresectable colorectal liver metastases: Long term results and curative potential

Linda M. Pak; Nancy E. Kemeny; Marinela Capanu; Joanne F. Chou; Taryn Mary Boucher; Andrea Cercek; Vinod P. Balachandran; T. Peter Kingham; Peter J. Allen; Ronald P. DeMatteo; William R. Jarnagin; Michael I. D'Angelica

Combination hepatic artery infusion (HAI) and systemic (SYS) chemotherapy for unresectable CRLM results in high tumor‐response rates. This study represents an update of long‐term survival and conversion to resectability in patients with unresectable CRLM treated with HAI and SYS chemotherapy in a phase II study.


Clinical Orthopaedics and Related Research | 2018

Does Orthopaedic Outpatient Care Reduce Emergency Department Utilization After Total Joint Arthroplasty

Muhammad Ali Chaudhary; Jeffrey K. Lange; Linda M. Pak; Justin A. Blucher; Lauren B. Barton; Daniel J. Sturgeon; Tracey Koehlmoos; Adil H. Haider; Andrew J. Schoenfeld

Background Emergency department (ED) visits after elective surgical procedures are a potential target for interventions to reduce healthcare costs. More than 1 million total joint arthroplasties (TJAs) are performed each year with postsurgical ED utilization estimated in the range of 10%. Questions/purposes We asked whether (1) outpatient orthopaedic care was associated with reduced ED utilization and (2) whether there were identifiable factors associated with ED utilization within the first 30 and 90 days after TJA. Methods An analysis of adult TRICARE beneficiaries who underwent TJA (2006-2014) was performed. TRICARE is the insurance program of the Department of Defense, covering > 9 million beneficiaries. ED use within 90 days of surgery was the primary outcome and postoperative outpatient orthopaedic care the primary explanatory variable. Patient demographics (age, sex, race, beneficiary category), clinical characteristics (length of hospital stay, prior comorbidities, complications), and environment of care were used as covariates. Logistic regression adjusted for all covariates was performed to determine factors associated with ED use. Results We found that orthopaedic outpatient care (odds ratio [OR], 0.73; 95% confidence interval [CI], 0.68-0.77) was associated with lower odds of ED use within 90 days. We also found that index hospital length of stay (OR, 1.07; 95% CI, 1.04-1.10), medical comorbidities (OR, 1.16; 95% CI, 1.08-1.24), and complications (OR, 2.47; 95% CI, 2.24-2.72) were associated with higher odds of ED use. Conclusions When considering that at 90 days, only 3928 patients sustained a complication, a substantial number of ED visits (11,486 of 15,414 [75%]) after TJA may be avoidable. Enhancing access to appropriate outpatient care with improved discharge planning may reduce ED use after TJA. Further research should be directed toward unpacking the situations, outside of complications, that drive patients to access the ED and devise interventions that could mitigate such behavior. Level of Evidence Level III, therapeutic study.


Medical Imaging 2018: Computer-Aided Diagnosis | 2018

Deep convolutional neural network for the classification of hepatocellular carcinoma and intrahepatic cholangiocarcinoma

Abhishek Midya; Jayasree Chakraborty; Linda M. Pak; Jian Zheng; William R. Jarnagin; Richard K. G. Do; Amber L. Simpson

Liver cancer is the second leading cause of cancer-related death worldwide.1 Hepatocellular carcinoma (HCC) is the most common primary liver cancer accounting for approximately 80% of cases. Intrahepatic cholangiocarcinoma (ICC) is a rare liver cancer, arising in patients with the same risk factors as HCC, but treatment options and prognosis differ. The diagnosis of HCC is based primarily on imaging but distinguishing between HCC and ICC is challenging due to common radiographic features.2-4 The aim of the present study is to classify HCC and ICC in portal venous phase CT. 107 patients with resected ICC and 116 patients with resected HCC were included in our analysis. We developed a deep neural network by modifying a pre-trained Inception network by retraining the final layers. The proposed method achieved the best accuracy and area under the receiver operating characteristics curve of 69.70% and 0.72, respectively on the test data.


Journal of Geriatric Oncology | 2018

The safety and efficacy of gastrectomy for gastric cancer among octogenarians: a western population-based study

Linda M. Pak; Tingsong Yang; Jiping Wang

OBJECTIVE The safety of minimally-invasive (MIG) and open gastrectomy (OG) in the older patients has been demonstrated in several international studies but has not been evaluated in the context of a large, Western population. The objective of this study was to evaluate the safety of gastrectomy by these two approaches among octogenarians in the United States. MATERIALS AND METHODS The National Cancer Database (2010-2014) was queried for patients with gastric adenocarcinoma who underwent MIG or OG. Disease and treatment characteristics and outcomes were compared across age groups (<65, 65-79, ≥80 years). Multivariable regression analysis was used to identify factors associated with 90-day mortality. RESULTS 13,845 patients were identified who met study inclusion criteria, of which 2140 patients (16%) were aged ≥80 years. Among octogenarians, MIG was associated with slightly decreased length of stay (11.2 vs 12.7 days, p < .001) compared to OG, with no difference in the rate of margin-positive resections, adequate lymph node sampling, or readmission (p = .30-0.77). 90-day mortality for both OG (17%) and MIG (17.2%) was significantly higher among octogenarians compared to younger patients (p < .001). Treatment at an academic facility was an independent predictor of decreased 90-day mortality among octogenarians (OR 0.534, 95%CI 0.322-0.886, p = .015). CONCLUSION In this Western population, we report comparable oncologic and post-operative outcomes between MIG and OG. However, the overall post-operative mortality rate among octogenarians remains unacceptably high. Better patient selection criteria for surgery and efforts to refer these patients to higher volume, academic facilities should be considered to improve patient outcomes.


Journal of Gastrointestinal Surgery | 2018

Further Classification for Node-Positive Gastric Neuroendocrine Neoplasms

Linda M. Pak; Tingsong Yang; Jiping Wang

BackgroundFor gastric neuroendocrine neoplasms (GNEN), the current AJCC lymph node (N) stage classifies patients into N0/N1 disease (with/without locoregional nodal metastases); however, this does not account for the number of involved nodes. The objective of this study was to evaluate the prognostic significance of the number of involved locoregional nodes among resected GNEN.MethodsThe National Cancer Database (2004–2014) was queried for GNEN patients who had undergone partial/total gastrectomy with known nodal status. Nearest-neighborhood grouping was used to identify survival clusters by number of metastatic nodes and to use these groupings to construct a new N classification (pN). External validation was performed using the SEER database. Kaplan-Meier analysis and Cox regression models were used to assess the prognostic strength of the pN classification.ResultsOne thousand two hundred seventy-five patients met study inclusion criteria. Patients with 1–6 positive nodes (pN1) demonstrated a distinct survival pattern from patients with > 6 positive nodes (pN2) as well as those with no positive nodes (N0) {5-year OS N0: 80% (95% CI 77–83%) vs. 65% (95% CI 61–69%) vs. 43% (95% CI 33–53%), p < 0.001}. On external validation, the pN classification demonstrated strong discriminatory ability for survival {5-year OS N0: 70% (95% CI 65–75%) vs. pN1:53% (95% CI 46–59%) vs. pN2:18% (95% CI 9–29%), p < 0.001}. On multivariable analysis, the pN classification remained an independent predictor of OS.ConclusionsThe number of metastatic lymph nodes is an independent prognostic factor in GNEN. Current AJCC N1 disease contains two groups of patients with distinctive prognoses, hence needs to be subclassified into pN1 (1–6 positive lymph nodes) and pN2 (> 6 positive nodes).


Cancer | 2018

Effect of an Equal-Access Military Health System on Racial Disparities in Colorectal Cancer Screening: CRC Screening in a Military Health System

Linda M. Pak; Louis L. Nguyen; Ronald Bleday; Quoc-Dien Trinh; Tracey Koehlmoos; Peter A. Learn; Adil H. Haider; Joel E. Goldberg

Racial disparities in colorectal cancer (CRC) screening are frequently attributed to variations in insurance status. The objective of this study was to ascertain whether universal insurance would lead to more equitable utilization of CRC screening for black patients in comparison with white patients.


BMJ Open | 2018

Epidurals in Pancreatic Resection Outcomes (E-PRO) study: protocol for a randomised controlled trial

Linda M. Pak; Simon Haroutounian; William G. Hawkins; Lori A. Worley; Monika Kurtz; Karen Frey; Menelaos Karanikolas; Robert A. Swarm; Michael M. Bottros

Introduction Epidural analgesia provides an important synergistic method of pain control. In addition to reducing perioperative opioid consumption, the deliverance of analgesia into the epidural space, effectively creating a sympathetic blockade, has a multitude of additional potential benefits, from decreasing the incidence of postoperative delirium to reducing the development of persistent postsurgical pain (PPSP). Prior studies have also identified a correlation between the use of epidural analgesia and improved oncological outcomes and survival. The aim of this study is to evaluate the effect of epidural analgesia in pancreatic operations on immediate postoperative outcomes, the development of PPSP and oncological outcomes in a prospective, single-blind, randomised controlled trial. Methods The Epidurals in Pancreatic Resection Outcomes (E-PRO) study is a prospective, single-centre, randomised controlled trial. 150 patients undergoing either pancreaticoduodenectomy or distal pancreatectomy will be randomised to receive an epidural bupivacaine infusion following anaesthetic induction followed by continued epidural bupivacaine infusion postoperatively in addition to the institutional standardised pain regimen of hydromorphone patient-controlled analgesia (PCA), acetaminophen and ketorolac (intervention group) or no epidural infusion and only the standardised postoperative pain regimen (control group). The primary outcome was the postoperative opioid consumption, measured in morphine or morphine-equivalents. Secondary outcomes include patient-reported postoperative pain numerical rating scores, trend and relative ratios of serum inflammatory markers (interleukin (IL)-1β, IL-6, tumour necrosis factor-α, IL-10), occurrence of postoperative delirium, development of PPSP as determined by quantitative sensory testing, and disease-free and overall survival. Ethics and dissemination The E-PRO trial has been approved by the institutional review board. Recruitment began in May 2016 and will continue until the end of May 2018. Dissemination plans include presentations at scientific conferences and scientific publications. Trial registration number NCT02681796.


Abdominal Radiology | 2018

Imaging features of hepatocellular carcinoma compared to intrahepatic cholangiocarcinoma and combined tumor on MRI using liver imaging and data system (LI-RADS) version 2014.

Natally Horvat; Ines Nikolovski; Niamh Long; Scott R. Gerst; Jian Zheng; Linda M. Pak; Amber L. Simpson; Junting Zheng; Marinela Capanu; William R. Jarnagin; Lorenzo Mannelli; Richard K. G. Do


Journal of The American College of Surgeons | 2017

Hypophosphatemia after Hepatectomy or Pancreatectomy: Role of the Nicotinamide Phosphoribosyltransferase

Jian Zheng; Ilya G. Glezerman; Eran Sadot; Anjuli McNeil; Cristina Zarama; Mithat Gonen; John M. Creasy; Linda M. Pak; Vinod P. Balachandran; Michael I. D'Angelica; Peter J. Allen; Ronald P. DeMatteo; T. Peter Kingham; William R. Jarnagin; Edgar A. Jaimes

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William R. Jarnagin

Memorial Sloan Kettering Cancer Center

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Amber L. Simpson

Memorial Sloan Kettering Cancer Center

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Peter J. Allen

Memorial Sloan Kettering Cancer Center

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Vinod P. Balachandran

Memorial Sloan Kettering Cancer Center

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Ronald P. DeMatteo

Memorial Sloan Kettering Cancer Center

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T. Peter Kingham

Memorial Sloan Kettering Cancer Center

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Richard K. G. Do

Memorial Sloan Kettering Cancer Center

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Michael I. D'Angelica

Memorial Sloan Kettering Cancer Center

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Mithat Gonen

Memorial Sloan Kettering Cancer Center

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Jayasree Chakraborty

Memorial Sloan Kettering Cancer Center

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