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Racial Differences in Extremity Soft Tissue Sarcoma Treatment in a Universally Insured Population

Pak, Linda M; Kwon, Nicollette K; Baldini, Elizabeth H; Learn, Peter A; Koehlmoos, Tracey; Haider, Adil H; Raut, Chandrajit P
BACKGROUND:In prior reports from population-based databases, black patients with extremity soft tissue sarcoma (ESTS) have lower reported rates of limb-sparing surgery and adjuvant treatment. The objective of this study was to compare the multimodality treatment of ESTS between black and white patients within a universally insured and equal-access health care system. METHODS:Claims data from TRICARE, the US Department of Defense insurance plan that provides health care coverage for 9 million active-duty personnel, retirees, and dependents, were queried for patients younger than 65 y with ESTS who underwent limb-sparing surgery or amputation between 2006 and 2014 and identified as black or white race. Multivariable logistic regression analysis was used to evaluate the impact of race on the utilization of surgery, chemotherapy, and radiation. RESULTS:Of the 719 patients included for analysis, 605 patients (84%) were white and 114 (16%) were black. Compared with whites, blacks had the same likelihood of receiving limb-sparing surgery (odds ratio [OR], 0.861; 95% confidence interval [95% CI], 0.284-2.611; P = 0.79), neoadjuvant radiation (OR, 1.177; 95% CI, 0.204-1.319; P = 0.34), and neoadjuvant (OR, 0.852; 95% CI, 0.554-1.311; P = 0.47) and adjuvant (OR, 1.211; 95% CI, 0.911-1.611; P = 0.19) chemotherapy; blacks more likely to receive adjuvant radiation (OR, 1.917; 95% CI, 1.162-3.162; P = 0.011). CONCLUSIONS:In a universally insured population, racial differences in the rates of limb-sparing surgery for ESTS are significantly mitigated compared with prior reports. Biologic or disease factors that could not be accounted for in this study may contribute to the increased use of adjuvant radiation among black patients.
PMID: 32044509
ISSN: 1095-8673
CID: 5232162

Prediction of Discharge Destination Following Major Hepatectomy

Mahvi, David A; Pak, Linda M; Fields, Adam C; Urman, Richard D; Gold, Jason S; Whang, Edward E
BACKGROUND:Anatomic hepatectomies can be associated with complicated post-operative recoveries, often with discharge to post-acute care facilities. This study identifies preoperative and intraoperative factors associated with increased risk for non-home discharge destination after major hepatectomy. METHODS:Patients undergoing major hepatectomy were identified in the NSQIP Targeted Hepatectomy Dataset (2014-2016). Multivariable logistic regression was performed. Patients from 2014 to 2015 were used for training cohort with nomogram generation and 2016 for validation cohort. RESULTS:Overall, 226 of 3750 patients (6.0%) were discharged to rehab, skilled care, or acute care facilities. Preoperative factors associated with non-home discharge on multivariable analysis were outside patient transfers, older age, presence of ascites, ASA physical status 3 or higher, and low preoperative hematocrit (all p < 0.05). Intraoperative factors significantly predictive were concurrent lysis of adhesions, Pringle maneuver, and biliary reconstruction (all p < 0.05). Predictors from testing cohort were validated in validation cohort. Nomograms based on preoperative variables alone and both preoperative and intraoperative variables were generated. CONCLUSION:We identify several preoperative and intraoperative factors that are associated with increased risk for non-home discharge after major hepatectomy. Preoperative anemia represents a potentially modifiable risk factor. Nomograms for preoperative planning as well as immediately following surgery were generated.
PMID: 30956164
ISSN: 1477-2574
CID: 5232102

Discharge destination following pancreaticoduodenectomy: A NSQIP analysis of predictive factors and post-discharge outcomes

Mahvi, David A; Pak, Linda M; Urman, Richard D; Gold, Jason S; Whang, Edward E
INTRODUCTION:Pancreaticoduodenectomy is a complex surgical procedure. The purpose of this study was to identify factors associated non-home discharge destination and to characterize outcomes after non-home discharge. METHODS:10,719 pancreaticoduodenectomy cases contained in the National Surgical Quality Improvement Program (NSQIP) Targeted Pancreatectomy dataset (years 2014-2016) were examined with univariate and multivariate logistic regression. RESULTS:1336 patients (12.5%) were discharged to rehabilitation, skilled care, or acute care facilities. Preoperative factors significantly associated with non-home discharge on multivariate analysis were female gender, older age, elevated BMI, poor functional status or dyspnea, smoking, low albumin, COPD, and ascites. Intraoperative factors significantly associated with non-home discharge destination on multivariate analysis were longer operative time, open surgery, softer pancreatic texture, drain placement, and jejunostomy tube placement. A nomogram was generated for estimating probability of non-home discharge immediately after surgery. CONCLUSION:Preoperative and intraoperative factors can be used to predict probability of non-home discharge immediately after completion of pancreaticoduodenectomy.
PMID: 30553461
ISSN: 1879-1883
CID: 5232172

Fast-Track Pancreaticoduodenectomy: Factors Associated with Early Discharge

Mahvi, David A; Pak, Linda M; Bose, Sourav K; Urman, Richard D; Gold, Jason S; Whang, Edward E
BACKGROUND:Pancreaticoduodenectomy is a complex surgery frequently associated with prolonged hospitalizations. However, there are a subset of patients discharged within 5 days from surgery; the preoperative and intraoperative characteristics of this subset are unknown. METHODS:The NSQIP Targeted Pancreatectomy Dataset was used from 2014 to 2016. Patients who died within 30 days were excluded. A total of 10,741 patients undergoing pancreaticoduodenectomy were identified. Univariable and multivariable logistic regression analyses were performed for preoperative and intraoperative ACS-NSQIP variables to identify predictors of early discharge. Early discharge was defined as discharge 3-5 days after surgery. RESULTS:A total of 1105 patients (10.3%) were discharged within 5 days following pancreaticoduodenectomy. On multivariable analysis, preoperative factors associated with early discharge included younger age (OR 0.988, p < 0.001), non-obesity (OR 0.737, p = 0.001), those receiving neoadjuvant chemotherapy (OR 1.424, p < 0.001), and lack of COPD (OR 0.489, p = 0.005) or hypertension (OR 0.805, p = 0.007). Intraoperative factors associated with early discharge on multivariable analysis were shorter operation duration (OR 0.999, p = 0.002), minimally invasive surgery (OR 3.537, p < 0.001), and hard pancreatic texture (OR 1.480, p < 0.001). Intraoperative factors associated with non-early discharge were epidural placement (OR 0.485, p < 0.001), drain placement (OR 0.308, p < 0.001), and jejunostomy tube placement (OR 0.278, p < 0.001). Patients discharged within 5 days had a 14.7% readmission rate compared to 17.0% for later discharges (p = 0.047). CONCLUSIONS:Multiple preoperative and intraoperative factors, including some that are potentially modifiable, were significantly associated with early discharge after pancreaticoduodenectomy. Patients with these characteristics may benefit from enhanced recovery after surgery programs and expedited disposition planning postoperatively.
PMID: 30680502
ISSN: 1432-2323
CID: 5232182

Intrahepatic cholangiocarcinoma: can imaging phenotypes predict survival and tumor genetics?

Aherne, Emily A; Pak, Linda M; Goldman, Debra A; Gonen, Mithat; Jarnagin, William R; Simpson, Amber L; Do, Richard K
PURPOSE:On computed tomography (CT), intrahepatic cholangiocarcinomas (ICC) are a visibly heterogeneous group of tumors. The purpose of this study was to investigate the associations between CT imaging phenotypes, patient survival, and known genetic markers. METHODS:A retrospective study was performed with 66 patients with surgically resected ICC. Pre-surgical CT images of ICC were assessed by radiologists blinded to tumor genetics and patient clinical data. Associations between qualitative imaging features and overall survival (OS) and disease-free survival (DFS) were performed with Cox proportional hazards regression and visualized with Kaplan-Meier plots. Associations between radiographic features and genetic pathways (IDH1, Chromatin and RAS-MAPK) were assessed with Fisher's Exact test and the Wilcoxon Rank sum test where appropriate and corrected for multiple comparisons within each pathway using the False Discovery Rate correction. RESULTS:Three imaging features were significantly associated with a higher risk of death: necrosis (hazard ratio (HR) 2.95 95% CI 1.44-6.04, p = 0.029), satellite nodules (HR 3.29, 95% CI:1.35-8.02, p = 0.029), and vascular encasement (HR 2.63, 95% CI 1.28-5.41, p = 0.029). Additionally, with each increase in axial size, the risk of death increased (HR 1.14, 95% CI 1.03-1.26, p = 0.029). Similar to findings for OS, satellite nodules (HR 3.81, 95% CI 1.88-7.71, p = 0.002) and vascular encasement (HR 2.25, 95% CI 1.24-4.06, p = 0.019) were associated with increased risk of recurrence/death. No significant associations were found between radiographic features and genes in the IDH1, Chromatin or RAS-MAPK pathways (p = 0.63-84). CONCLUSION:This preliminary analysis of resected ICC suggests associations between CT imaging features and OS and DFS. No association was identified between imaging features and currently known genetic pathways.
PMCID:6113129
PMID: 29492607
ISSN: 2366-0058
CID: 5232222

Intrahepatic Cholangiocarcinomas Have Histologically and Immunophenotypically Distinct Small and Large Duct Patterns

Sigel, Carlie S; Drill, Esther; Zhou, Yi; Basturk, Olca; Askan, Gokce; Pak, Linda M; Vakiani, Efsevia; Wang, Tao; Boerner, Thomas; Do, Richard K G; Simpson, Amber L; Jarnagin, William; Klimstra, David S
Intrahepatic cholangiocarcinomas are histologically heterogenous. Using a cohort of 184 clinically defined, resected intrahepatic cholangiocarcinomas, we retrospectively classified the histology into 4 subtypes: large duct (LD), small duct (SD) (predominantly tubular [SD1] or predominantly anastomosing/cholangiolar, [SD2]), or indeterminate. Then, we tested the 4 subtypes for associations with risk factors, patient outcomes, histology, and immunophenotypic characteristics. SD was the most common (84%; 24% SD1 and 60% SD2) with lower proportions of LD (8%), and indeterminate (8%). Primary sclerosing cholangitis was rare (2%), but correlated with LD (P=0.005). Chronic hepatitis, frequent alcohol use, smoking, and steatosis had no histologic association. LD was associated with mucin production (P<0.001), perineural invasion (P=0.002), CA19-9 staining (P<0.001), CK7, CK19, CD56 immunophenotype (P=0.005), and negative albumin RNA in situ hybridization (P<0.001). SD was histologically nodular (P=0.019), sclerotic (P<0.001), hepatoid (P=0.042), and infiltrative at the interface with hepatocytes (P<0.001). Albumin was positive in 71% of SD and 18% of LD (P=0.0021). Most albumin positive tumors (85%) lacked extracellular mucin (P<0.001). S100P expression did not associate with subtype (P>0.05). There was no difference in disease-specific or recurrence-free survival among the subtypes. Periductal infiltration and American Joint Committee on Cancer eighth edition pT stage predicted survival by multivariable analysis accounting for gross configuration, pT stage, and histologic type. pT2 had worse outcome relative to other pT stages. Significant differences in histology and albumin expression distinguish LD from SD, but there is insufficient evidence to support further subclassification of SD.
PMCID:6657522
PMID: 30001234
ISSN: 1532-0979
CID: 5232232

Effect of an equal-access military health system on racial disparities in colorectal cancer screening

Changoor, Navin R; Pak, Linda M; Nguyen, Louis L; Bleday, Ronald; Trinh, Quoc-Dien; Koehlmoos, Tracey; Learn, Peter A; Haider, Adil H; Goldberg, Joel E
BACKGROUND: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. METHODS:Claims data from TRICARE (insurance coverage for active, reserve, and retired members of the US Armed Services and their dependents) for 2007-2010 were queried for adults aged 50 years in 2007, and they were followed forward in time for 4 years (ages, 50-53 years) to identify their first lower endoscopy and/or fecal occult blood test (FOBT). Variations in CRC screening were compared with descriptive statistics and multivariate logistic regression. RESULTS:Among the 24,944 patients studied, 69.2% were white, 20.3% were black, 4.9% were Asian, and 5.6% were other. Overall, 54.0% received any screening: 83.7% received endoscopy, and 16.3% received FOBT alone. Compared with whites, black patients had higher screening rates (56.5%) and had 20% higher risk-adjusted odds of being screened (95% confidence interval [CI], 1.11-1.29). Asian patients had a likelihood of screening similar to that of white patients (odds ratio [OR], 1.06; 95% CI, 0.92-1.23). Females (OR, 1.20; 95% CI, 1.10-1.33), active-duty personnel (OR, 1.15; 95% CI, 1.06-1.25), and officers (OR, 1.28; 95% CI, 1.18-1.37) were also more likely to be screened. CONCLUSION:Within an equal-access, universal health care system, black patients had higher rates of CRC screening in comparison with prior reports and even in comparison with white patients within the population. These findings highlight the need to understand and develop meaningful approaches for promoting more equitable access to preventative care. Moreover, equal-access, universal health insurance for both the military and civilian populations can be presumed to improve access for underserved minorities.
PMID: 30207379
ISSN: 1097-0142
CID: 5232152

Can physician gestalt predict survival in patients with resectable pancreatic adenocarcinoma?

Pak, Linda M; Gonen, Mithat; Seier, Kenneth; Balachandran, Vinod P; D'Angelica, Michael I; Jarnagin, William R; Kingham, T Peter; Allen, Peter J; Do, Richard K G; Simpson, Amber L
PURPOSE:Clinician gestalt may hold unexplored information that can be capitalized upon to improve existing nomograms. The study objective was to evaluate physician ability to predict 2-year overall survival (OS) in resected pancreatic ductal adenocarcinoma (PDAC) patients based on pre-operative clinical characteristics and routine CT imaging. METHODS:Ten surgeons and two radiologists were provided with a clinical vignette (including age, gender, presenting symptoms, and pre-operative CA19-9 when available) and pre-operative CT scan for 20 resected PDAC patients and asked to predict the probability of each patient reaching 2-year OS. Receiver operating characteristic curves were used to assess agreement and to compare performance with an established institutional nomogram. RESULTS:Ten surgeons and 2 radiologists participated in this study. The area under the curve (AUC) for all physicians was 0.707 (95% CI 0.642-0.772). Attending physicians with > 5 years experience performed better than physicians with < 5 years of clinical experience since completion of post-graduate training (AUC = 0.710, 95% CI [0.536-0.884] compared to AUC = 0.662, 95% CI [0.398-0.927]). Radiologists performed better than surgeons (AUC = 0.875, 95% CI [0.765-0.985] compared to AUC = 0.656, 95% CI [0.580-0.732]). All but one physician outperformed the clinical nomogram (AUC = 0.604). CONCLUSIONS:This pilot study demonstrated significant promise in the quantification of physician gestalt. While PDAC remains a difficult disease to prognosticate, physicians, particularly those with more clinical experience and radiologic expertise, are able to perform with higher accuracy than existing nomograms in predicting 2-year survival.
PMCID:5967975
PMID: 29177926
ISSN: 2366-0058
CID: 5232202

Quantitative Imaging Features and Postoperative Hepatic Insufficiency: A Multi-Institutional Expanded Cohort

Pak, Linda M; Chakraborty, Jayasree; Gonen, Mithat; Chapman, William C; Do, Richard K G; Groot Koerkamp, Bas; Verhoef, Kees; Lee, Ser Yee; Massani, Marco; van der Stok, Eric P; Simpson, Amber L
BACKGROUND:Post-hepatectomy liver insufficiency (PHLI) is a significant cause of morbidity and mortality after liver resection. Quantitative imaging analysis using CT scans measures variations in pixel intensity related to perfusion. A preliminary study demonstrated a correlation between quantitative imaging features of the future liver remnant (FLR) parenchyma from preoperative CT scans and PHLI. The objective of this study was to explore the potential application of quantitative imaging analysis in PHLI in an expanded, multi-institutional cohort. STUDY DESIGN:We retrospectively identified patients from 5 high-volume academic centers who developed PHLI after major hepatectomy, and matched them to control patients without PHLI (by extent of resection, preoperative chemotherapy treatment, age [±5 years], and sex). Quantitative imaging features were extracted from the FLR in the preoperative CT scan, and the most discriminatory features were identified using conditional logistic regression. Percent remnant liver volume (RLV) was defined as follows: (FLR volume)/(total liver volume) × 100. Significant clinical and imaging features were combined in a multivariate analysis using conditional logistic regression. RESULTS:From 2000 to 2015, 74 patients with PHLI and 74 matched controls were identified. The most common indications for surgery were colorectal liver metastases (53%), hepatocellular carcinoma (37%), and cholangiocarcinoma (9%). Two CT imaging features (FD1_4: image complexity; ACM1_10: spatial distribution of pixel intensity) were strongly associated with PHLI and remained associated with PHLI on multivariate analysis (p = 0.018 and p = 0.023, respectively), independent of clinical variables, including preoperative bilirubin and %RLV. CONCLUSIONS:Quantitative imaging features are independently associated with PHLI and are a promising preoperative risk stratification tool.
PMCID:5924623
PMID: 29454098
ISSN: 1879-1190
CID: 5232212

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

Horvat, Natally; Nikolovski, Ines; Long, Niamh; Gerst, Scott; Zheng, Jian; Pak, Linda Ma; Simpson, Amber; Zheng, Junting; Capanu, Marinela; Jarnagin, William R; Mannelli, Lorenzo; Do, Richard Kinh Gian
PURPOSE/OBJECTIVE:To evaluate the prevalence of major and ancillary imaging features from liver imaging reporting and data systems (LI-RADS) version 2014 and their interreader agreement when comparing hepatocellular carcinoma (HCC) to intrahepatic cholangiocarcinoma (ICC) and combined tumor (cHCC-CC). METHODS:The Institutional Review Board approved this HIPAA-compliant retrospective study and waived the requirement for patients' informed consent. Patients with resected HCC (n = 51), ICC (n = 40), and cHCC-CC (n = 11) and available pre-operative contrast-enhanced MRI were included from 2000 to 2015. Imaging features and final LI-RADS category were evaluated by four radiologists. Imaging features were compared by Fisher's exact test and interreader agreements were assessed by κ statistics. RESULTS:None of the features were unique to either HCC or non-HCC. Imaging features that were significantly more common among HCC compared to ICC and cHCC-CC included washout (76%-78% vs. 10%-35%, p < 0.001), capsule (55%-71% vs. 16%-49%, p < 0.05), and intralesional fat (27%-52% vs. 2%-12%, p < 0.002). Features that were more common among ICC and cHCC-CC included peripheral arterial phase hyperenhancement (40%-64% vs. 10%-14%, p < 0.001) and progressive central enhancement (65%-82% vs. 14%-25%, p < 0.001). The interreader agreement was moderate for each of these imaging features (κ = 0.41-0.55). Moderate agreement was also achieved in the assignment of LR-M (κ = 0.53), with an overall sensitivity and specificity for non-HCC malignancy of 86.3% and 78.4%, respectively. CONCLUSION/CONCLUSIONS:HCC and non-HCC show significant differences in the prevalence of imaging features defined by LI-RADS, and are identified by radiologists with moderate interreader agreement. Using LI-RADS, radiologists also achieved moderate interreader agreement in the assignment of the LR-M category.
PMID: 28765978
ISSN: 2366-0058
CID: 2984362