Causes, Diagnostic Testing, and Treatments Related to Clinical Deterioration Events among High-Risk Ward Patients

OBJECTIVE

Timely intervention for clinically deteriorating ward patients requires that care teams accurately diagnose and treat their underlying medical conditions. However, the most common diagnoses leading to deterioration and the relevant therapies provided are poorly characterized. Therefore, we aimed to determine the diagnoses responsible for clinical deterioration, the relevant diagnostic tests ordered, and the treatments administered among high-risk ward patients using manual chart review.

DESIGN

Multicenter retrospective observational study.

SETTING

Inpatient medical-surgical wards at four health systems from 2006-2020 PATIENTS: Randomly selected patients (1,000 from each health system) with clinical deterioration, defined by reaching the 95th percentile of a validated early warning score, electronic Cardiac Arrest Risk Triage (eCART), were included.

INTERVENTIONS

None.

MEASUREMENTS AND MAIN RESULTS

Clinical deterioration was confirmed by a trained reviewer or marked as a false alarm if no deterioration occurred for each patient. For true deterioration events, the condition causing deterioration, relevant diagnostic tests ordered, and treatments provided were collected. Of the 4,000 included patients, 2,484 (62%) had clinical deterioration confirmed by chart review. Sepsis was the most common cause of deterioration (41%; n=1,021), followed by arrhythmia (19%; n=473), while liver failure had the highest in-hospital mortality (41%). The most common diagnostic tests ordered were complete blood counts (47% of events), followed by chest x-rays (42%), and cultures (40%), while the most common medication orders were antimicrobials (46%), followed by fluid boluses (34%), and antiarrhythmics (19%).

CONCLUSIONS

We found that sepsis was the most common cause of deterioration, while liver failure had the highest mortality. Complete blood counts and chest x-rays were the most common diagnostic tests ordered, and antimicrobials and fluid boluses were the most common medication interventions. These results provide important insights for clinical decision-making at the bedside, training of rapid response teams, and the development of institutional treatment pathways for clinical deterioration.

KEY POINTS

Question: What are the most common diagnoses, diagnostic test orders, and treatments for ward patients experiencing clinical deterioration? Findings: In manual chart review of 2,484 encounters with deterioration across four health systems, we found that sepsis was the most common cause of clinical deterioration, followed by arrythmias, while liver failure had the highest mortality. Complete blood counts and chest x-rays were the most common diagnostic test orders, while antimicrobials and fluid boluses were the most common treatments. Meaning: Our results provide new insights into clinical deterioration events, which can inform institutional treatment pathways, rapid response team training, and patient care.

Modeling Sepsis-Associated ARDS Using a Lung Endothelial Microphysiological System

Acute respiratory distress syndrome due to non-pulmonary causes exhibits prominent endothelial activation which is challenging to assess in critically ill patients. Preclinical in vivo models of sepsis and ARDS have failed to yield useful therapies in humans, perhaps due to interspecies differences in inflammatory responses. Use of microphysiological systems (MPS) offer improved fidelity to human biological responses and better predict pharmacological responses than traditional culture. We adapted a lung endothelial MPS based on the LumeNEXT platform to evaluate the effect of plasma from critically ill sepsis patients on endothelial permeability, adhesion molecule expression and inflammatory cytokine production. Lumens incubated with sepsis plasma exhibited areas of contraction, loss of cellular coverage, and luminal defects. Sepsis plasma-incubated lumens had significantly increased permeability compared to lumens incubated with healthy donor plasma. ICAM-1 expression increased significantly in lumens incubated with sepsis plasma compared with those incubated with healthy control plasma, while concentrations of IL-6, IL-18, and soluble VEGF-R1 increased in sepsis plasma before and after incubation in the MPS compared with healthy control plasma. Use of the lung endothelial MPS may enable interrogation of specific mechanisms of endothelial dysfunction that promote ARDS in sepsis patients.

Abstract 403: Versican proteolysis in endometrial cancer

Background: Endometrial cancer exhibits differential immunogenicity across molecular subtypes. Specifically, mismatch repair (MMR) deficiency in a subset of endometrial cancers increases mutational load, potentially leading to improved detection of tumor neoantigens within this context. The surrounding tumor microenvironment also plays a role in modulating the immune response to tumor neoantigens. The extracellular matrix protein versican (VCAN) has been characterized as an immunosuppressive molecule that is overexpressed in multiple cancer types, while its cleavage product, versikine (Vkine), has immunostimulatory properties. The objective of this study is to examine the relationship between VCAN proteolysis and CD8+ T cell tumor infiltration in endometrial cancer.

Methods: An endometrial cancer tissue microarray (TMA) was developed containing tumor cores from 258 patients. TMA slides were stained via immunohistochemistry. VCAN and Vkine stains were scored on a scale of 0 to 3 based on intensity of stromal staining. Tumor-infiltrating lymphocytes (TILs) was quantified as the number of CD8+ T cells touching malignant epithelial cells 400X magnification. MMR proteins were scored as absent or present in each sample by pathology. Samples were classified into three groups based on strength of proteolysis: high proteolysis = VCAN 0 or 1 and Vkine 3, low proteolysis = VCAN 3 and Vkine 0 or 1. All other samples were put into the intermediate proteolysis group.

Results: Proteolysis of VCAN correlates with increased CD8+ TILs in endometrial cancer. The CD8 mean in the proteolytic high group was 4-fold higher than that of the proteolytic low group (16.8 vs 3.6; Wilcoxon rank sum test, p=0.059; n=55 and n=8, respectively). High VCAN proteolysis, as well as mismatch repair deficiency, correlate with high CD8+ T cell infiltration of endometrial tumors; 78% of the MMR deficient samples, and 62% of the proteolysis high samples, were above the median CD8 count of 5.3. Furthermore, our results suggest that endometrial cancer recurrence is associated with increased VCAN expression in both type I endometrioid (estrogen-dependent) and type II non-endometrioid (estrogen-independent) cancers. Of the type I endometrioid cancers, 11% of those expressing VCAN recurred whereas 0% of non-VCAN expressing tumors recurred (n=92). Similarly, of the type II non-endometrioid cancers, 47% of VCAN expressing tumors recurred, whereas 20% of the non-VCAN expressing tumors recurred (n=80).

Conclusions: VCAN and its proteolysis correlated with CD8+ TILs in endometrial cancer. These data indicate potential for VCAN as both a prognostic and an immune biomarker.

Citation Format: Kristen Moriah Bischel, Philip Emmerich, Tonela Qyli, Stephanie McGregor, Mitchell Depke, Nathaniel Verhagen, Dustin Deming, Philip Emmerich, Nathaniel Verhagen, Tonela Qyli, Stephanie McGregor, Mitchell Depke. Versican proteolysis in endometrial cancer [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 403.

Enhanced mitochondrial fission suppresses signaling and metastasis in triple-negative breast cancer

BACKGROUND

Mitochondrial dynamics underlies malignant transformation, cancer progression, and response to treatment. Current research presents conflicting evidence for functions of mitochondrial fission and fusion in tumor progression. Here, we investigated how mitochondrial fission and fusion states regulate underlying processes of cancer progression and metastasis in triple-negative breast cancer (TNBC).

METHODS

We enforced mitochondrial fission and fusion states through chemical or genetic approaches and measured migration and invasion of TNBC cells in 2D and 3D in vitro models. We also utilized kinase translocation reporters (KTRs) to identify single cell effects of mitochondrial state on signaling cascades, PI3K/Akt/mTOR and Ras/Raf/MEK/ERK, commonly activated in TNBC. Furthermore, we determined effects of fission and fusion states on metastasis, bone destruction, and signaling in mouse models of breast cancer.

RESULTS

Enforcing mitochondrial fission through chemical or genetic approaches inhibited migration, invasion, and metastasis in TNBC. Breast cancer cells with predominantly fissioned mitochondria exhibited reduced activation of Akt and ERK both in vitro and in mouse models of breast cancer. Treatment with leflunomide, a potent activator of mitochondrial fusion proteins, overcame inhibitory effects of fission on migration, signaling, and metastasis. Mining existing datasets for breast cancer revealed that increased expression of genes associated with mitochondrial fission correlated with improved survival in human breast cancer.

CONCLUSIONS

In TNBC, mitochondrial fission inhibits cellular processes and signaling pathways associated with cancer progression and metastasis. These data suggest that therapies driving mitochondrial fission may benefit patients with breast cancer.

VCAN accumulation and proteolysis as predictors of T lymphocyte-excluded and permissive tumor microenvironments

3127

Background: Immune checkpoint inhibitors (ICIs) represent a major advance for treating solid tumors. However, only a minority of patients (pts) benefit from these therapies and markers that predict response have been elusive. Versican (VCAN) is an immunosuppressive proteoglycan in the tumor microenvironment (TME), which releases an immunostimulatory N-terminal fragment versikine (Vkine) when cleaved by ADAMTS proteases. We have demonstrated in colorectal cancers (CRC) that a low VCAN/high Vkine (VCAN proteolytic predominant [VPP]) phenotype correlates with increased tumor-infiltrating CD8+ T lymphocytes (TILs). Here we examine the accumulation of VCAN as a marker of immune exclusion and its proteolysis as a marker of an immune-permissive TME. Methods: Immunohistochemistry for VCAN, Vkine and CD8+ was performed on samples from 1662 pts across breast (BC), CRC, endometrial cancer, pancreatic adenocarcinoma (PDAC), esophageal cancers and neuroendocrine tumors (NETs), across stages of disease (I-IV) and with diverse prior treatments. Stromal intensities of VCAN and Vkine staining quantified in collaboration with blinded surgical pathologists using a 0-3+ scale. 0/1+ were considered “low” for both VCAN and Vkine, whereas 2/3+ were considered “high”. The number of CD8+ TILs were counted using 400x magnification, the equivalent of a high power field (hpf). Results: Across the entire cohort VCAN phenotypes were diverse (VCAN high/Vkine low, 21%; VCAN high/Vkine high, 23%; VCAN low/Vkine low, 29%; VCAN low/Vkine high (VPP), 27%). Consistent with VCAN accumulation as a marker of T cell exclusion, VCAN low cancers had increased TILs compared to VCAN high (4.8 vs 18.3 TILs/hpf, p < 0.001). Low VCAN was identified in 85% esophageal, 79% NET (including small cell lung cancer [SCLC]) 72% endometrial, 47% MSI-H CRCs, 28% triple-negative BC and only 22% MSS CRC, 18% PDAC, 17% ER+ BCs. The VPP subgroup had the highest TILs per hpf across tumors. VPP was identified in 47% of esophageal, 45% endometrial, 41% NETs (including SCLC), 24% MSI-H CRCs, and only 9% MSS CRC, 7% ER+ BCs, 3% triple-negative BCs, and 0% of PDAC (n = 131 PDAC pts). Conclusions: VCAN accumulation correlates with T lymphocyte exclusion, while VCAN proteolysis predicts an immune permissive phenotype. VCAN accumulation and proteolysis are now incorporated into ICI clinical trials as a potential marker of response. Future studies will clarify the role of these biomarkers in predicting benefits of immuno-oncology treatment strategies.

Plasminogen Activator Inhibitor 1 (PAI1) Promotes Actin Cytoskeleton Reorganization and Glycolytic Metabolism in Triple-Negative Breast Cancer

Migration and invasion of cancer cells constitute fundamental processes in tumor progression and metastasis. Migratory cancer cells commonly upregulate expression of plasminogen activator inhibitor 1 (PAI1), and PAI1 correlates with poor prognosis in breast cancer. However, mechanisms by which PAI1 promotes migration of cancer cells remain incompletely defined. Here we show that increased PAI1 drives rearrangement of the actin cytoskeleton, mitochondrial fragmentation, and glycolytic metabolism in triple-negative breast cancer (TNBC) cells. In two-dimensional environments, both stable expression of PAI1 and treatment with recombinant PAI1 increased migration, which could be blocked with the specific inhibitor tiplaxtinin. PAI1 also promoted invasion into the extracellular matrix from coculture spheroids with human mammary fibroblasts in fibrin gels. Elevated cellular PAI1 enhanced cytoskeletal features associated with migration, actin-rich migratory structures, and reduced actin stress fibers. In orthotopic tumor xenografts, we discovered that TNBC cells with elevated PAI1 show collagen fibers aligned perpendicular to the tumor margin, an established marker of invasive breast tumors. Further studies revealed that PAI1 activates ERK signaling, a central regulator of motility, and promotes mitochondrial fragmentation. Consistent with known effects of mitochondrial fragmentation on metabolism, fluorescence lifetime imaging microscopy of endogenous NADH showed that PAI1 promotes glycolysis in cell-based assays, orthotopic tumor xenografts, and lung metastases. Together, these data demonstrate for the first time that PAI1 regulates cancer cell metabolism and suggest targeting metabolism to block motility and tumor progression. IMPLICATIONS: We identified a novel mechanism through which cancer cells alter their metabolism to promote tumor progression.

Enhanced Bone Metastases in Skeletally Immature Mice

Bone constitutes the most common site of breast cancer metastases either at time of presentation or recurrent disease years after seemingly successful therapy. Bone metastases cause substantial morbidity, including life-threatening spinal cord compression and hypercalcemia. Given the high prevalence of patients with breast cancer, health-care costs of bone metastases (>$20,000 per episode) impose a tremendous economic burden on society. To investigate mechanisms of bone metastasis, we developed femoral artery injection of cancer cells as a physiologically relevant model of bone metastasis. Comparing young (∼6 weeks), skeletally immature mice to old (∼6 months) female mice with closed physes (growth plates), we showed significantly greater progression of osteolytic metastases in young animals. Bone destruction increased in the old mice following ovariectomy, emphasizing the pathologic consequences of greater bone turnover and net loss. Despite uniform initial distribution of breast cancer cells throughout the hind limb after femoral artery injection, we observed preferential formation of osteolytic bone metastases in the proximal tibia. Tropism for the proximal tibia arises in part because of TGF-β, a cytokine abundant in both physes of skeletally immature mice and matrix of bone in mice of all ages. We also showed that age-dependent effects on osteolytic bone metastases did not occur in male mice with disseminated breast cancer cells in bone. These studies establish a model system to specifically focus on pathophysiology and treatment of bone metastases and underscore the need to match biologic variables in the model to relevant subsets of patients with breast cancer.

Functional Isolation of Tumor-Initiating Cells using Microfluidic-Based Migration Identifies Phosphatidylserine Decarboxylase as a Key Regulator

Isolation of tumor-initiating cells currently relies on markers that do not reflect essential biologic functions of these cells. We proposed to overcome this limitation by isolating tumor-initiating cells based on enhanced migration, a function tightly linked to tumor-initiating potential through epithelial-to-mesenchymal transition (EMT). We developed a high-throughput microfluidic migration platform with automated cell tracking software and facile recovery of cells for downstream functional and genetic analyses. Using this device, we isolated a small subpopulation of migratory cells with significantly greater tumor formation and metastasis in mouse models. Whole transcriptome sequencing of migratory versus non-migratory cells from two metastatic breast cancer cell lines revealed a unique set of genes as key regulators of tumor-initiating cells. We focused on phosphatidylserine decarboxylase (PISD), a gene downregulated by 8-fold in migratory cells. Breast cancer cells overexpressing PISD exhibited reduced tumor-initiating potential in a high-throughput microfluidic mammosphere device and mouse xenograft model. PISD regulated multiple aspects of mitochondria, highlighting mitochondrial functions as therapeutic targets against cancer stem cells. This research establishes not only a novel microfluidic technology for functional isolation of tumor-initiating cells regardless of cancer type, but also a new approach to identify essential regulators of these cells as targets for drug development.