Microenvironment drives cell state, plasticity, and drug response in pancreatic cancer.

Prognostically relevant RNA expression states exist in pancreatic ductal adenocarcinoma (PDAC), but our understanding of their drivers, stability, and relationship to therapeutic response is limited. To examine these attributes systematically, we profiled metastatic biopsies and matched organoid models at single-cell resolution. In vivo, we identify a new intermediate PDAC transcriptional cell state and uncover distinct site- and state-specific tumor microenvironments (TMEs). Benchmarking models against this reference map, we reveal strong culture-specific biases in cancer cell transcriptional state representation driven by altered TME signals. We restore expression state heterogeneity by adding back in vivo-relevant factors and show plasticity in culture models. Further, we prove that non-genetic modulation of cell state can strongly influence drug responses, uncovering state-specific vulnerabilities. This work provides a broadly applicable framework for aligning cell states across in vivo and ex vivo settings, identifying drivers of transcriptional plasticity and manipulating cell state to target associated vulnerabilities.

Spatially organized multicellular immune hubs in human colorectal cancer.

Immune responses to cancer are highly variable, with mismatch repair-deficient (MMRd) tumors exhibiting more anti-tumor immunity than mismatch repair-proficient (MMRp) tumors. To understand the rules governing these varied responses, we transcriptionally profiled 371,223 cells from colorectal tumors and adjacent normal tissues of 28 MMRp and 34 MMRd individuals. Analysis of 88 cell subsets and their 204 associated gene expression programs revealed extensive transcriptional and spatial remodeling across tumors. To discover hubs of interacting malignant and immune cells, we identified expression programs in different cell types that co-varied across tumors from affected individuals and used spatial profiling to localize coordinated programs. We discovered a myeloid cell-attracting hub at the tumor-luminal interface associated with tissue damage and an MMRd-enriched immune hub within the tumor, with activated T cells together with malignant and myeloid cells expressing T cell-attracting chemokines. By identifying interacting cellular programs, we reveal the logic underlying spatially organized immune-malignant cell networks.

High endothelial venules as potential gateways for therapeutics.

High endothelial venules (HEVs) are specialized blood vessels that support the migration of lymphocytes from the bloodstream into lymph nodes (LNs). They are also formed ectopically in mammalian organs affected by chronic inflammation and cancer. The recent arrival of immunotherapy at the forefront of many cancer treatment regimens could boost a crucial role for HEVs as gateways for the treatment of cancer. In this review, we describe the microanatomical and biochemical characteristics of HEVs, mechanisms of formation of newly made HEVs, immunotherapies potentially dependent on HEV-mediated T cell homing to tumors, and finally, how HEV-targeted therapies might be used as a complementary approach to potentially shape the therapeutic landscape for the treatment of cancer and immune-mediated diseases.

Protein biomarkers and alternatively methylated cell-free DNA detect early stage pancreatic cancer.

OBJECTIVE: Pancreatic ductal adenocarcinoma (PDAC) is commonly diagnosed at an advanced stage. Liquid biopsy approaches may facilitate detection of early stage PDAC when curative treatments can be employed. DESIGN: To assess circulating marker discrimination in training, testing and validation patient cohorts (total n=426 patients), plasma markers were measured among PDAC cases and patients with chronic pancreatitis, colorectal cancer (CRC), and healthy controls. Using CA19-9 as an anchor marker, measurements were made of two protein markers (TIMP1, LRG1) and cell-free DNA (cfDNA) pancreas-specific methylation at 9 loci encompassing 61 CpG sites. RESULTS: Comparative methylome analysis identified nine loci that were differentially methylated in exocrine pancreas DNA. In the training set (n=124 patients), cfDNA methylation markers distinguished PDAC from healthy and CRC controls. In the testing set of 86 early stage PDAC and 86 matched healthy controls, CA19-9 had an area under the receiver operating characteristic curve (AUC) of 0.88 (95% CI 0.83 to 0.94), which was increased by adding TIMP1 (AUC 0.92; 95% CI 0.88 to 0.96; p=0.06), LRG1 (AUC 0.92; 95% CI 0.88 to 0.96; p=0.02) or exocrine pancreas-specific cfDNA methylation markers at nine loci (AUC 0.92; 95% CI 0.88 to 0.96; p=0.02). In the validation set of 40 early stage PDAC and 40 matched healthy controls, a combined panel including CA19-9, TIMP1 and a 9-loci cfDNA methylation panel had greater discrimination (AUC 0.86, 95% CI 0.77 to 0.95) than CA19-9 alone (AUC 0.82; 95% CI 0.72 to 0.92). CONCLUSION: A combined panel of circulating markers including proteins and methylated cfDNA increased discrimination compared with CA19-9 alone for early stage PDAC.

Anatomic Laparoscopic Partial Hepatectomy of a Segment 4a B-Catenin Mutated Adenoma.

BACKGROUND: Although a ß-catenin mutated hepatocellular adenoma (HCA) is a benign liver tumor, it can cause bleeding, obstruction, pain, and hepatocellular carcinoma.1-3 Because surgery needs to balance these risks with its morbidity, a minimally invasive approach may be well suited.4-6 In this report, a strategic approach to minimally invasive resection of HCA encompassing segment 4a (S4a) is reviewed. PATIENT: A 22-year-old woman with abdominal pain was found to have two liver lesions involving segment 4a (5 cm) and segment 8 (S8) (4.5 cm). Liver biopsy confirmed a ß-catenin mutated HCA in the S4a lesion. After embolization, an anatomic S4a segmentectomy and a partial S8 resection were planned. TECHNIQUE: Three-dimensional modeling was used to perform a preoperative virtual hepatectomy; to visualize the spatial relationship between the HCA, the portal bifurcation, and the hepatic veins; and to preplan the port sites.7 With the patient in the French position, after port placement, intraoperative ultrasound was performed to identify the transection plane.8 The main left portal pedicle and Rex's recessus were exposed, and the branches of S4a were dissected out, clipped, and divided. Using ultrasound, the middle hepatic vein was exposed to define the lateral border of the dissection plane. CONCLUSION: Although a ß-catenin mutated HCA in S4a does not necessitate a formal segmentectomy, understanding the anatomic structures outlining its borders can facilitate the resection, especially for a large HCA. Virtual hepatectomy helps to achieve a detailed comprehension of the complex borders of segment 4a. Preoperative embolization can firm up the tumor and minimize the risk of intraoperative rupture from manipulation.

Lead-Time Trajectory of CA19-9 as an Anchor Marker for Pancreatic Cancer Early Detection.

BACKGROUND & AIMS: There is substantial interest in liquid biopsy approaches for cancer early detection among subjects at risk, using multi-marker panels. CA19-9 is an established circulating biomarker for pancreatic cancer; however, its relevance for pancreatic cancer early detection or for monitoring subjects at risk has not been established. METHODS: CA19-9 levels were assessed in blinded sera from 175 subjects collected up to 5 years before diagnosis of pancreatic cancer and from 875 matched controls from the Prostate, Lung, Colorectal and Ovarian (PLCO) Cancer Screening Trial. For comparison of performance, CA19-9 was assayed in blinded independent sets of samples collected at diagnosis from 129 subjects with resectable pancreatic cancer and 275 controls (100 healthy subjects; 50 with chronic pancreatitis; and 125 with noncancerous pancreatic cysts). The complementary value of 2 additional protein markers, TIMP1 and LRG1, was determined. RESULTS: In the PLCO cohort, levels of CA19-9 increased exponentially starting at 2 years before diagnosis with sensitivities reaching 60% at 99% specificity within 0 to 6 months before diagnosis for all cases and 50% at 99% specificity for cases diagnosed with early-stage disease. Performance was comparable for distinguishing newly diagnosed cases with resectable pancreatic cancer from healthy controls (64% sensitivity at 99% specificity). Comparison of resectable pancreatic cancer cases to subjects with chronic pancreatitis yielded 46% sensitivity at 99% specificity and for subjects with noncancerous cysts, 30% sensitivity at 99% specificity. For prediagnostic cases below cutoff value for CA19-9, the combination with LRG1 and TIMP1 yielded an increment of 13.2% in sensitivity at 99% specificity (P = .031) in identifying cases diagnosed within 1 year of blood collection. CONCLUSION: CA19-9 can serve as an anchor marker for pancreatic cancer early detection applications.

Socioeconomic Disparities in Pancreas Cancer Resection and Survival in the Veterans Health Administration.

BACKGROUND: Disparities based on socioeconomic factors such as race, ethnicity, marital status, and insurance status are associated with pancreatic cancer resection, but these disparities are usually not observed for survival after resection. It is unknown if there are disparities when patients undergo their treatment in a non-fee-for-service, equal-access healthcare system such as the Veterans Health Administration (VHA). METHODS: Patients having T1-T3 M0 pancreatic adenocarcinoma diagnosed between 2006 and 2017 were identified from the VHA Corporate Data Warehouse. Socioeconomic, demographic, and tumor variables associated with resection and survival were assessed. RESULTS: In total, 2580 patients with early-stage pancreatic cancer were identified. The resection rate was 36.5%. Surgical resection was independently associated with younger age [odds ratio (OR) 0.94, p < 0.001], White race (OR 1.35, p = 0.028), married status (OR 1.85, p = 0.001), and employment status (retired vs. unemployed, OR 1.41, p = 0.008). There were no independent associations with Hispanic ethnicity, geographic region, or Social Deprivation Index. Resection was associated with significantly improved survival (median 21 vs. 8 months, p = 0.001). Among resected patients, survival was independently associated with younger age (HR 1.019, p = 0.002), geographic region (South vs. Pacific West, HR 0.721, p = 0.005), and employment (employed vs. unemployed, HR 0.752, p = 0.029). Race, Hispanic ethnicity, marital status, and Social Deprivation Index were not independently associated with survival after resection. CONCLUSIONS: Race, marital status, and employment status are independently associated with resection of pancreatic cancer in the VHA, whereas geographic region and employment status are independently associated with survival after resection. Further studies are warranted to determine the basis for these inequities.

Association of Liver Resection and Visiting More Than One Commission on Cancer Hospital for Colorectal Cancer With Liver Metastasis.

INTRODUCTION: Despite the advances in treatment, there are low rates of liver metastasectomy for colorectal cancer with liver metastasis (CRLM) in the United States. The aim of this study was to investigate the association between likelihood of liver metastasectomy for CRLM and seeking care at >1 versus 1 Commission on Cancer (CoC) hospital. METHODS: We performed a retrospective analysis of the National Cancer Database (2011-2017) for patients with CRLM. Patients were grouped based on seeking care at 1 CoC hospital or >1 CoC hospital. An adjusted multivariable Poisson regression interaction analysis was used to evaluate likelihood of liver metastasectomy for CRLM according to race and whether care was sought at >1 CoC hospital. RESULTS: We identified 25,956 patients with CRLM without extra-hepatic disease. 23,088 (89.0%) patients visited 1 CoC hospital and 2868 (11.1%) visited >1 CoC hospital. Black patients were less likely to seek care at >1 CoC hospital (relative risk [RR] 0.68, confidence intervalCI 0.60-0.76, P < 0.001). Undergoing liver metastasectomy was associated with higher likelihood of seeking care at >1 CoC hospital (RR 1.27, CI 1.26-1.52, P < 0.001). Among patients who sought care at >1 CoC hospital, there was no significant difference between White and Black patients undergoing liver metastasectomy (RR 0.86, 95% CI 0.71-1.04, P = 0.11). CONCLUSIONS: Patients with CRLM who sought care at >1 CoC hospital were more likely to undergo a liver metastasectomy. Among White and Black patients who sought care at >1 CoC hospital, there was no difference in likelihood of undergoing a liver metastasectomy.

Associations of gender, race, and ethnicity with disparities in short-term adverse outcomes after pancreatic resection for cancer.

BACKGROUND: Several studies have identified disparities in pancreatic cancer treatment associated with gender, race, and ethnicity. There are limited data examining disparities in short-term adverse outcomes after pancreatic resection for cancer. The aim of this study is to evaluate associations of gender, race, and ethnicity with morbidity and mortality after pancreatic resection for malignancy. METHODS: The American College of Surgeons National Surgical Quality Improvement database was retrospectively reviewed. The χ2 test and Student's t-test were used for univariable analysis and hierarchical logistic regression for multivariable analysis. RESULTS: Morbidity and major morbidity after pancreaticoduodenectomy are associated with male gender, Asian race, and Hispanic ethnicity, whereas 30-day mortality is associated with the male gender. Morbidity and major morbidity after distal pancreatectomy are associated with the male gender. Morbidity after pancreaticoduodenectomy is independently associated with male gender, Asian race, and Hispanic ethnicity; major morbidity is independently associated with male gender and Asian race, and mortality is independently associated with Hispanic ethnicity. CONCLUSIONS: Gender, race, and ethnicity are independently associated with morbidity after pancreaticoduodenectomy for cancer; gender and race are independently associated with major morbidity; and ethnicity is independently associated with mortality. Further studies are warranted to determine the basis of these associations.

AHPBA guidelines for managing VTE prophylaxis and anticoagulation for pancreatic surgery.

BACKGROUND: Major abdominal surgery and malignancy lead to a hypercoagulable state, with a risk of venous thromboembolism (VTE) of approximately 3% after pancreatic surgery. No guidelines exist to assist surgeons in managing VTE prophylaxis or anticoagulation in patients undergoing elective pancreatic surgery for malignancy or premalignant lesions. A systematic review specific to VTE prophylaxis and anticoagulation after resectional pancreatic surgery is herein provided. METHODS: Six topic areas are reviewed: pre- and perioperative VTE prophylaxis, early postoperative VTE prophylaxis, extended outpatient VTE prophylaxis, management of chronic anticoagulation, anti-coagulation after vascular reconstruction, and treatment of VTE. A Medline and PubMED search was completed with systematic medical literature review for each topic. Level of evidence was graded and strength of recommendation ranked according to the GRADE (Grades of Recommendation Assessment, Development and Evaluation) system for practice guidelines. RESULTS: Levels of evidence and strength of recommendations are presented. DISCUSSION: While strong data exist to guide management of chronic anticoagulation and treatment of VTE, data for anticoagulation after reconstruction is inconclusive and support for perioperative chemoprophylaxis with pancreatic surgery is similarly limited. The risk of post-pancreatectomy hemorrhage often exceeds that of thrombosis. The role of universal chemoprophylaxis must therefore be examined critically, particularly in the preoperative setting.

Racial Disparity in Pancreatoduodenectomy for Borderline Resectable Pancreatic Adenocarcinoma.

BACKGROUND: Previous studies have found racial disparity in pancreatectomies for resectable pancreatic adenocarcinoma. The aim of this study was to investigate if racial disparities were worse in the performance of pancreaticoduodenectomy for borderline resectable pancreatic adenocarcinoma. METHODS: This study used the National Cancer Database (2004-2016) and included patients with non-metastatic and head of the pancreas borderline resectable pancreatic adenocarcinoma. Multivariable, Poisson regression models with robust standard errors evaluated the relative risk (RR) of undergoing a pancreaticoduodenectomy among non-White patients (Black, Asian, and non-White Hispanic) compared with White patients. A Poisson regression model with hospital fixed effects was performed to evaluate if findings were due to within-hospital or between-hospital variation. Interaction between race and neoadjuvant therapy was also evaluated. RESULTS: There were 15,482 patients (median age 68 years, interquartile range 60-76 years; 48.6% male) with borderline resectable pancreatic adenocarcinoma who were predominantly White (84.3%, n = 13,058; non-White, 15.7%, n = 2424). Overall, 18.4% (n = 2853) had a pancreatic resection. Non-White patients had a significantly lower likelihood of undergoing a pancreatic resection for borderline resectable pancreatic adenocarcinoma when compared with White patients (RR 0.75, 95% confidence interval 0.68-0.83; p < 0.001). These findings persisted in the hospital fixed-effects model. In the interaction analysis, there were no significant differences in the likelihood of pancreatic resection if patients received neoadjuvant therapy. CONCLUSIONS: Non-White patients were 25% less likely to undergo a pancreatic resection for borderline resectable pancreatic adenocarcinoma compared with White patients. This racial disparity was due to variation in care within-hospitals and disappeared if non-White patients were treated with neoadjuvant therapy.

Pancreatic acinar cell carcinoma: A multi-center series on clinical characteristics and treatment outcomes.

BACKGROUND: Acinar cell carcinoma (ACC) is a very rare tumor of the exocrine pancreas, representing less than 1% of all pancreatic malignancies. The majority of data regarding ACC are limited to small case series. METHODS: This is a retrospective study conducted at a large healthcare system from 1996 to 2019. Patients with pathologically confirmed ACC were included, and demographic data, tumor characteristics, and treatment outcomes were abstracted by chart review. Survival curves were obtained by using the Kaplan-Meier method and compared using the log-rank test. RESULTS: Sixty-six patients with ACC were identified. The median patient age at diagnosis was 64, and 42% presented with metastatic disease. The majority presented with abdominal pain or pancreatitis (69%), and laboratory parameters did not correlate with tumor size, metastatic disease, or survival. Several somatic abnormalities were noted in tumors (BRCA2, TP53, and mismatch-repair genes). In patients with localized disease that underwent resection, the median time to develop metastatic lesions was 13 months. The median overall survival (OS) was 24.7 months from diagnosis, with a survival difference based on metastatic disease at diagnosis (median 15 vs 38 mos). Surgery was associated with improved survival in non-metastatic cases (p = 0.006) but not metastatic cases (p = 0.22), and chemotherapy showed OS benefit in metastatic disease (p < 0.01). Patients with metastatic ACC treated after 2010 utilized more platinum-based agents, and there was a OS benefit to FOLFOX or FOLFIRINOX chemotherapy compared to gemcitabine or capecitabine-based regimens (p = 0.006). CONCLUSION: Pancreatic ACC patients often present with advanced disease. Surgery was associated with survival benefit among patients presenting with localized disease. The use of FOLFOX or FOLFIRINOX chemotherapy regimens was associated with improved OS in metastatic patients. These data add to our knowledge in this rare malignancy, and improves understanding about the genomic underpinnings, prognosis and treatment for acinar cancers.

Temporal Assessment of Prognostic Factors in Patients With Pancreatic Ductal Adenocarcinoma Undergoing Neoadjuvant Treatment and Resection.

BACKGROUND: The clinicopathologic factors associated with the survival of patients with pancreatic ductal adenocarcinoma (PDAC) during the different phases of neoadjuvant treatment (NT)-at diagnosis, restaging, or postoperatively-remain unclear. METHODS: Data of patients with PDAC who underwent pancreatic resection after NT between 2008 and 2018 were retrospectively collected. Clinicopathologic characteristics and outcomes were compared stratified by resection margin status. Three multivariable regression models (at diagnosis, restaging, and postoperatively) were constructed to assess the temporal impact of different prognostic factors on all-cause survival (ACS) and disease-free survival (DFS). RESULTS: All patients were diagnosed with a nonmetastatic PDAC and were appropriate candidates for NT according to the current National Comprehensive Cancer Network guidelines. From a total of 83 patients, 57 (68.7%) had a negative resection margin >1 mm (R0), whereas 26 patients (31.3%) had a positive resection margin (R1). At diagnosis, planned procedure (P = 0.017) and CA19-9 >100 U/mL (P = 0.047) were independent prognostic factors of decreased ACS. At restaging, planned procedure (P = 0.017), FOLFIRINOX (P = 0.026), and tumor size >30 mm (P = 0.030) were independent prognostic factors for increased and decreased ACS, respectively. Postoperatively, R0 was an independent prognostic factor for improved ACS (P = 0.005) and DFS (P = 0.002), whereas adjuvant therapy (P = 0.006) was associated with increased ACS. Lymph node involvement (P = 0.019) was associated with decreased DFS. CONCLUSIONS: At diagnosis, restaging, and postoperatively, different, relevant clinicopathologic factors significantly impact the survival of patients with nonmetastatic PDAC undergoing NT. An R0 resection remains the most important prognostic factor and therefore should be the primary goal of surgical treatment in the neoadjuvant setting.

Establishment of a Fast-Track Gastrectomy Pathway for Patients With Gastric Adenocarcinoma at a U.S. Academic Cancer Center.

INTRODUCTION: Implementation of fast-track perioperative care pathways for gastric cancer patients in the U.S. has been challenging due to low disease incidence and limited safety and efficacy data. Our institution recently implemented such a pathway for gastric cancer patients undergoing gastrectomy, and we sought to study its effects. METHODS: We analyzed data from consecutive patients who underwent gastrectomy for gastric adenocarcinoma from January 2014 to August 2020. Patients who had surgery for recurrence, urgent surgery for obstruction, bleeding, or perforation, or an intrathoracic anastomosis were excluded. The primary predictor was whether the patient had surgery before or after implementation of a perioperative fast-track gastrectomy pathway in July 2018, and the primary outcome was length of stay. RESULTS: One hundred sixty patients were identified, 109 pre-pathway implementation and 51 post-pathway implementation. Following pathway implementation, length of stay was significantly shorter (median 6 days versus 9 days, p < 0.001), and there was no significant difference in 30-day complication rates (29% pre versus 24% post, P = 0.56) or readmission rates (18% pre versus 16% post, P = 0.85). Using linear segmented regression analysis adjusting for age, body mass index, tumor stage (early versus late), type of surgery (distal/subtotal versus total gastrectomy), and approach (open versus minimally invasive), pathway implementation was found to be associated with a 31% decreased length of stay (effect size 0.69, 95% confidence interval 0.49 - 0.98, P = 0.04). CONCLUSIONS: Fast-track gastrectomy care pathways are safe and feasible for U.S. gastric cancer patients undergoing gastrectomy and are associated with decreased length of stay.

The improvement in post-operative mortality following pancreaticoduodenectomy between 2006 and 2016 is associated with an improvement in the ability to rescue patients after major morbidity, not in the rate of major morbidity.

BACKGROUND: The postoperative mortality rate of pancreaticoduodenectomy is decreasing over time. It is unknown whether this is related to reduction in incidence of major morbidity or failure to rescue. We aimed to make this determination. METHODS: ACS-NSQIP was retrospectively reviewed from 2006 to 2016. Comparisons were assessed with Spearman's rank-order correlation test, chi-square test with linear-by-linear association, and multivariable hierarchical logistic regression. RESULTS: Mortality decreased significantly from 2.9% to 1.5% (p < 0.001). This decrease was independent of preoperative variables on multivariable analysis (odds ratio [OR] 2.55, 95% confidence interval [CI] 1.55-5.21, p < 0.001). In contrast, no change in incidence of major morbidity was seen on univariable (26.8% to 25.9%, p = 1.00) or multivariable analysis (OR 1.22, 95% CI 1.03-1.45, p = 0.060). Failure to rescue was observed to decrease on univariable (9.8% to 4.1%, p < 0.001) and multivariable analysis (OR 3.65, 95% CI 2.07-6.76, p < 0.001). CONCLUSION: There has been a sizeable reduction in the mortality rate after pancreaticoduodenectomy from 2006 to 2016. This predominantly results from a reduction in failure to rescue rate rather than a decrease in incidence of major morbidity.

Neoadjuvant Therapy is Associated with Improved Survival in Borderline-Resectable Pancreatic Cancer.

BACKGROUND: Neoadjuvant therapy has shown value in various cancer types. The role of neoadjuvant therapy in pancreatic ductal adenocarcinoma (PDAC), however, remains unknown. The aim of the present work is to evaluate the effect of neoadjuvant therapy on the survival of patients with borderline-resectable PDAC. PATIENTS AND METHODS: Between 2004 and 2015, 7730 patients with resectable PDAC and 1980 patients with borderline-resectable PDAC were identified from the National Cancer Database (NCDB). Survival was compared between resectable and borderline-resectable patients. Survival and pathologic characteristics were also compared within borderline-resectable patients who received neoadjuvant therapy and those who received adjuvant therapy alone. Kaplan-Meier method and Cox proportional-hazard models were used for analysis. RESULTS: Median overall survival (mOS) of all patients with resectable PDAC was similar to that of patients with borderline-resectable disease treated with neoadjuvant therapy (26.5 versus 25.7 months, p = 0.78). Patients with borderline-resectable disease treated with neoadjuvant therapy had improved mOS compared with borderline-resectable patients treated with adjuvant therapy alone (25.7 versus 19.6 months, p < 0.0001). When comparing patients with borderline-resectable disease who received neoadjuvant therapy versus those who received adjuvant therapy alone, the former less often had node-positive pancreatic cancer (40.6% versus 76.3%, p < 0.001) and margin-positive resections (17.8% versus 44.4%, p < 0.001). CONCLUSION: Neoadjuvant therapy is associated with enhanced survival in patients with borderline-resectable pancreatic cancer, which may be attributed to tumor downstaging.

Artificial Intelligence and Nursing: The Future Is Now.

As systems evolve over time, their natural tendency is to become increasingly more complex. Studies in the field of complex systems have generated new perspectives on the application of management strategies in health systems. Much of this research appears as a natural extension of the cross-disciplinary field of systems theory. Since writing my 1st article for Managing Organizational Complexity in 2004, much has happened to further our understanding of complexity in healthcare systems. The growth of new computational methods in the fields of data science and data analytics has allowed scientists to identify signals or patterns in large complex data sets (big data) that in the past were seemingly hidden. Rather than relying on historical statistical methods to infer outcomes, these advanced methods combined with increased computer processing power allow machines to learn the structure of data and create artificial intelligence (AI). In our ongoing efforts to find solutions for complex healthcare problems, AI is becoming more and more an accepted method. The purpose of this edition of Managing Organizational Complexity is to define AI and machine learning, discuss the recent resurgence of AI, and then provide examples of how AI can provide value to healthcare with an emphasis on nursing.

Technology Solutions for Nurse Leaders.

Over the next 10 years, the World Health Organization estimates that there will be global shortage of 18 000 000 health care workers. A perfect storm of an aging demographic, long-term drop in birth rate, and a retiring workforce has all the factors contributing to this impending crisis. In nursing, efforts to narrow the shortage gap through strategies that increase the number of admissions to nursing schools, such as increasing faculty members, clinical sites, preceptors, and scholarships, will likely not be enough to offset the shortfall. Solutions, in part, will be to make nurses more productive by reducing waste through the use of technology. This article evaluates how various types of technology such as electronic health records, data analytics, predictive modeling, artificial intelligence, speech recognition, natural language processing, robotics, the Internet of Things, and others can improve nurse productivity by using a Lean framework to eliminate waste and create value.

Germline cancer susceptibility gene variants, somatic second hits, and survival outcomes in patients with resected pancreatic cancer.

PURPOSE: Germline variants in double-strand DNA damage repair (dsDDR) genes (e.g., BRCA1/2) predispose to pancreatic adenocarcinoma (PDAC) and may predict sensitivity to platinum-based chemotherapy and poly(ADP) ribose polymerase (PARP) inhibitors. We sought to determine the prevalence and significance of germline cancer susceptibility gene variants in PDAC with paired somatic and survival analyses. METHODS: Using a customized next-generation sequencing panel, germline/somatic DNA was analyzed from 289 patients with resected PDAC ascertained without preselection for high-risk features (e.g., young age, personal/family history). All identified variants were assessed for pathogenicity. Outcomes were analyzed using multivariable-adjusted Cox proportional hazards regression. RESULTS: We found that 28/289 (9.7%; 95% confidence interval [CI] 6.5-13.7%) patients carried pathogenic/likely pathogenic germline variants, including 21 (7.3%) dsDDR gene variants (3 BRCA1, 4 BRCA2, 14 other dsDDR genes [ATM, BRIP1, CHEK2, NBN, PALB2, RAD50, RAD51C]), 3 Lynch syndrome, and 4 other genes (APC p.I1307K, CDKN2A, TP53). Somatic sequencing and immunohistochemistry identified second hits in the tumor in 12/27 (44.4%) patients with germline variants (1 failed sequencing). Compared with noncarriers, patients with germline dsDDR gene variants had superior overall survival (hazard ratio [HR] 0.54; 95% CI 0.30-0.99; P = 0.05). CONCLUSION: Nearly 10% of PDAC patients harbor germline variants, although the majority lack somatic second hits, the therapeutic significance of which warrants further study.