Digital Commons Network^™

Priming In Interpersonal Contexts: Implications For Affect And Behavior., Na Wyer, G Calvini, A Nash, N Miles

School of Psychology

Priming stereotypes can lead to a variety of behavioral outcomes, including assimilation, contrast, and response behaviors. However, the conditions that give rise to each of these outcomes are unspecified. Furthermore, theoretical accounts posit that prime-to-behavior effects are either direct (i.e., unmediated) or mediated by cognitive processes, whereas the role of affective processes has been largely unexplored. The present research directly investigated both of these issues. Three experiments demonstrated that priming a threatening social group ("hoodies") influences both affect and behavior in an interpersonal context. Hoodie priming produced both behavioral avoidance and several affective changes (including social apprehension, threat sensitivity, and …

Subglottic Secretion Aspiration In The Prevention Of Ventilator-Associated Pneumonia: A Review Of The Literature., Rachel Scherzer

Jefferson Hospital Staff Papers and Presentations

Ventilator-associated pneumonia is a common nosocomial infection that results in both negative patient outcomes and increased health care costs. Recently, many efforts have been targeted at ventilator-associated pneumonia prevention, including the practice of subglottic secretion aspiration. Six randomized control studies examining the effectiveness of subglottic secretion aspiration in the prevention of ventilator-associated pneumonia were reviewed for this article. Results consistently show that subglottic secretion aspiration significantly reduces the incidence of ventilator-associated pneumonia in a variety of patient populations. Despite these findings, this practice is limited in clinical settings. This clinical practice should be implemented in individuals requiring mechanical ventilation to …

One Year Survival With Poorly Differentiated Metastatic Pancreatic Carcinoma Following Chemoembolization With Gemcitabine And Cisplatin., Daniel B Brown, Carin F Gonsalves, Charles J Yeo, Agnes K Witkiewicz, Brian I Carr

Department of Radiology Faculty Papers

While hepatic arterial chemoembolization is efficacious for a number of malignancies, there is scant data regarding treatment of pancreatic adenocarcinoma. We report a complete radiographic response at one year from diagnosis of metastatic pancreatic carcinoma. Gemcitabine/cisplatin based chemoembolization may be of potential benefit for patients with liver-dominant metastases from pancreatic carcinoma. Given the typical survival of 6 months or less in this patient group with standard therapies, further research is warranted.

Event Study Method For Validating Agent-Based Trading Simulations, Shih-Fen Cheng

Research Collection School Of Computing and Information Systems

In this paper, we introduce how one can validate an event-centric trading simulation platform that is built with multi-agent technology. The issue of validation is extremely important for agent-based simulations, but unfortunately, so far there is no one universal method that would work in all domains. The primary contribution of this paper is a novel combination of event-centric simulation design and event study approach for market dynamics generation and validation. In our event-centric design, the simulation is progressed by announcing news events that affect market prices. Upon receiving these events, event-aware software agents would adjust their views on the market …

Nona-Arginine Facilitates Delivery Of Quantum Dots Into Cells Via Multiple Pathways, Yi Xu, Betty Revon Liu, Han Jung Lee, Katie Shannon, Jeffrey G. Winiarz, Tien-Chun Wang, Huey-Jenn Chiang, Yue-Wern Huang

Biological Sciences Faculty Research & Creative Works

Semiconductor quantum dots (QDs) have recently been used to deliver and monitor biomolecules, such as drugs and proteins. However, QDs alone have a low efficiency of transport across the plasma membrane. In order to increase the efficiency, we used synthetic nona-arginine (SR9), a cell-penetrating peptide, to facilitate uptake. We found that SR9 increased the cellular uptake of QDs in a noncovalent binding manner between QDs and SR9. Further, we investigated mechanisms of QD/SR9 cellular internalization. Low temperature and metabolic inhibitors markedly inhibited the uptake of QD/SR9, indicating that internalization is an energy-dependent process. Results from both the pathway inhibitors and …

Reverse Engineering Of Oxygen Transport In The Lung: Adaptation To Changing Demands And Resources Through Space-Filling Networks, Chen Hou, Stefan Gheorghiu, Virginia H. Huxley, Peter Pfeifer

Biological Sciences Faculty Research & Creative Works

The space-filling fractal network in the human lung creates a remarkable distribution system for gas exchange. Landmark studies have illuminated how the fractal network guarantees minimum energy dissipation, slows air down with minimum hardware, maximizes the gas- exchange surface area, and creates respiratory flexibility between rest and exercise. In this paper, we investigate how the fractal architecture affects oxygen transport and exchange under varying physiological conditions, with respect to performance metrics not previously studied. We present a renormalization treatment of the diffusion-reaction equation which describes how oxygen concentrations drop in the airways as oxygen crosses the alveolar membrane system. The …

Passive Transfer Of Igg Anti-Gm1 Antibodies Impairs Peripheral Nerve Repair, Pablo H Lopez, Gang Zhang, Jiangyang Zhang, Helmar C Lehmann, John W Griffin, Ronald L Schnaar, Kazim A Sheikh

Faculty, Staff and Student Publications

Anti-GM1 antibodies are present in some patients with autoimmune neurological disorders. These antibodies are most frequently associated with acute immune neuropathy called Guillain-Barré syndrome (GBS). Some clinical studies associate the presence of these antibodies with poor recovery in GBS. The patients with incomplete recovery have failure of nerve repair, particularly axon regeneration. Our previous work indicates that monoclonal antibodies can inhibit axon regeneration by engaging cell surface gangliosides (Lehmann et al., 2007). We asked whether passive transfer of human anti-GM1 antibodies from patients with GBS modulate axon regeneration in an animal model. Human anti-GM1 antibodies were compared with other GM1 …

White Matter Diffusion Alterations In Normal Women At Risk Of Alzheimer's Disease, Charles D. Smith, Himachandra Chebrolu, Anders H. Andersen, David A. Powell, Mark A. Lovell, Shuling Xiong, Brian T. Gold

Neurology Faculty Publications

Increased white matter mean diffusivity and decreased fractional anisotropy (FA) has been observed in subjects diagnosed with mild cognitive impairment (MCI) and Alzheimer's disease (AD). We sought to determine whether similar alterations of white matter occur in normal individuals at risk of AD. Diffusion tensor images were acquired in 42 cognitively normal right-handed women with both a family history of dementia and at least one apolipoprotein E4 allele. These were compared with images from 23 normal women without either AD risk factor. Group analyses were performed using tract-based spatial statistics. Reduced FA was observed in the fronto-occipital and inferior temporal …

Updating The Dermatologic Nomenclature: Names That Are Good Or Bad., Lawrence Charles Parish, Joseph A. Witkowski

Department of Dermatology and Cutaneous Biology Faculty Papers

Dermatology probably has the largest vocabulary of any of the medical specialties,¹ a statement to which we can attest when we reviewed aspects of the Dermatology Lexicon project. Some terms are derived from the Latin or Greek and present spelling problems to all but a select few. Examples include acrokeratosis verruciformis and pterigium. Other diseases carry names that are such a mouthful that few can call them out without the interruption of breathing. These might include erosio interdigitalis blastomycetica and dermatitis exudative discoid and lichenoid of Sulzberger and Garbe. No wonder the former is now referred to simply as …

Ethics, Empathy, And The Education Of Dentists, David A. Nash

Oral Health Science Faculty Publications

Professional education in dentistry exists to educate good dentists-dentists equipped and committed to helping society gain the benefits of oral health. In achieving this intention, dental educators acknowledge that student dentists must acquire the complex knowledge base and the sophisticated perceptual-motor skills of dentistry. The graduation of knowledgeable and skilled clinicians in dentistry is a necessary, but not sufficient, condition for ensuring quality oral health care. The further requirement is the commitment of graduates to applying their abilities with moral integrity: providing appropriate and quality care in their patients' best interest. Ultimately, good dentistry depends on individuals committed to treating …

Vampirism, Vampire Cults And The Teenager Of Today, Megan White, Hatim A. Omar

Pediatrics Faculty Publications

The aim of this paper is to summarize the limited literature on clinical vampirism, vampire cults and the involvement of adolescents in vampire-like behavior. The various definitions of clinical vampirism are outlined and the emergence of vampire cults from Gothic culture is examined. Further, the clinical features of cult behavior, the attraction to cults, the risk factors for cult involvement, and the clinical management of cult members are discussed. Additionally, vampire popular media is briefly introduced and a case study presented.

Defining And Measuring The Patient-Centered Medical Home., Kurt C Stange, Paul A Nutting, William L Miller, Carlos R Jaén, Benjamin F Crabtree, Susan A Flocke, James M Gill

Department of Family & Community Medicine Faculty Papers

The patient-centered medical home (PCMH) is four things: 1) the fundamental tenets of primary care: first contact access, comprehensiveness, integration/coordination, and relationships involving sustained partnership; 2) new ways of organizing practice; 3) development of practices' internal capabilities, and 4) related health care system and reimbursement changes. All of these are focused on improving the health of whole people, families, communities and populations, and on increasing the value of healthcare. The value of the fundamental tenets of primary care is well established. This value includes higher health care quality, better whole-person and population health, lower cost and reduced inequalities compared to …

Progressive Regression Of Left Ventricular Hypertrophy Two Years After Bariatric Surgery, Mohamed F Algahim, Thomas R Lux, Joshua G Leichman, Anthony F Boyer, Charles C Miller, Susan T Laing, Erik B Wilson, Terry Scarborough, Sherman Yu, Brad Snyder, Carol Wolin-Riklin, Ursula G Kyle, Heinrich Taegtmeyer

Faculty, Staff and Student Publications

BACKGROUND: Obesity is a systemic disorder associated with an increase in left ventricular mass and premature death and disability from cardiovascular disease. Although bariatric surgery reverses many of the hormonal and hemodynamic derangements, the long-term collective effects on body composition and left ventricular mass have not been considered before. We hypothesized that the decrease in fat mass and lean mass after weight loss surgery is associated with a decrease in left ventricular mass.

METHODS: Fifteen severely obese women (mean body mass index [BMI]: 46.7+/-1.7 kg/m(2)) with medically controlled hypertension underwent bariatric surgery. Left ventricular mass and plasma markers of systemic …

A Direct Role For Secretory Phospholipase A2 And Lyso-Phosphatidylcholine In The Mediation Of Lipopolysaccharide-Induced Gastric Injury, Elizabeth J Dial, Duy M Tran, Jimmy J Romero, Mayssa Zayat, Lenard M Lichtenberger

Faculty, Staff and Student Publications

Endotoxemia from sepsis can injure the gastrointestinal tract through mechanisms that have not been fully elucidated. We have shown that LPS induces an increase in gastric permeability in parallel with the luminal appearance of secretory phospholipase A2 (sPLA2) and its product, lysophosphatidylcholine (lyso-PC). We proposed that sPLA2 acted on the gastric hydrophobic barrier, composed primarily of phosphatidylcholine (PC), to degrade it and produce lyso-PC, an agent that is damaging to the mucosa. In the present study, we have tested whether lyso-PC and/or sPLA2 have direct damaging effects on the hydrophobic barriers of synthetic and mucosal surfaces. Rats were administered LPS …

Mimosa: A System For Minimotif Annotation, Jay Vyas, Ronald J. Nowling, Thomas Meusburger, David P. Sargeant, Krishna Kadaveru, Michael R. Gryk, Vamsi Kundeti, Sanguthevar Rajasekaran, Martin Schiller

Life Sciences Faculty Research

BACKGROUND:

Minimotifs are short peptide sequences within one protein, which are recognized by other proteins or molecules. While there are now several minimotif databases, they are incomplete. There are reports of many minimotifs in the primary literature, which have yet to be annotated, while entirely novel minimotifs continue to be published on a weekly basis. Our recently proposed function and sequence syntax for minimotifs enables us to build a general tool that will facilitate structured annotation and management of minimotif data from the biomedical literature.

RESULTS:

We have built the MimoSA application for minimotif annotation. The application supports management of …

Thoracic Aortic Disease In Tuberous Sclerosis Complex: Molecular Pathogenesis And Potential Therapies In Tsc2+/- Mice, Jiumei Cao, Limin Gong, Dong-Chuan Guo, Ulrike Mietzsch, Shao-Qing Kuang, Callie S Kwartler, Hazim Safi, Anthony Estrera, Michael J Gambello, Dianna M Milewicz

Faculty, Staff and Student Publications

Tuberous sclerosis complex (TSC) is a genetic disorder with pleiotropic manifestations caused by heterozygous mutations in either TSC1 or TSC2. One of the less investigated complications of TSC is the formation of aneurysms of the descending aorta, which are characterized on pathologic examination by smooth muscle cell (SMC) proliferation in the aortic media. SMCs were explanted from Tsc2(+/-) mice to investigate the pathogenesis of aortic aneurysms caused by TSC2 mutations. Tsc2(+/-) SMCs demonstrated increased phosphorylation of mammalian target of rapamycin (mTOR), S6 and p70S6K and increased proliferation rates compared with wild-type (WT) SMCs. Tsc2(+/-) SMCs also had reduced expression of …

Enhanced Psychosocial Well-Being Following Participation In A Mindfulness-Based Stress Reduction Program Is Associated With Increased Natural Killer Cell Activity., Carolyn Y Fang, Diane K Reibel, Margaret L Longacre, Steven Rosenzweig, Donald E Campbell, Steven D Douglas

Marcus Institute of Integrative Health Faculty Papers

BACKGROUND: Mindfulness-based stress reduction (MBSR) programs have consistently been shown to enhance the psychosocial well-being of participants. Given the well-established association between psychosocial factors and immunologic functioning, it has been hypothesized that enhanced psychosocial well-being among MBSR participants would be associated with corresponding changes in markers of immune activity.

OBJECTIVES: The objectives of this study were to examine changes in psychosocial and immunologic measures in a heterogeneous patient sample following participation in a MBSR program.

DESIGN: A single-group, pretest/post-test design was utilized.

SETTING: The intervention was conducted at an academic health center.

SUBJECTS: This pilot study involved 24 participants (aged …

The Assessment Of Disability Related To Vision Performance-Based Measure In Diabetic Retinopathy., Kevin J. Warrian, Luciano L. Lorenzana, Dara Lankaranian, Jyoti Dugar, Sheryl S. Wizov, George L. Spaeth

Wills Eye Hospital Papers

PURPOSE: To validate a third-generation performance-based measure of visual function titled "Assessment of Disability Related to Vision" (ADREV) in a study population of patients with diabetic retinopathy.

DESIGN: Prospective, cross-sectional study.

METHODS: Patients with nonproliferative or proliferative diabetic retinopathy, free from ocular comorbidity, were recruited from a single institute and completed the ADREV, the 25-Item National Eye Institute Visual Functioning Questionnaire (VFQ-25), and a clinical ophthalmic examination. Correlation, regression, and bootstrap analysis were conducted to determine the relationship between ADREV scoring and each of the study's clinical and self-report measures of visual ability, while controlling for potential confounders.

RESULTS: Ninety-one …

Effect Of Indomethacin On Bile Acid-Phospholipid Interactions: Implication For Small Intestinal Injury Induced By Nonsteroidal Anti-Inflammatory Drugs, Yong Zhou, Elizabeth J Dial, Rand Doyen, Lenard M Lichtenberger

Faculty, Staff and Student Publications

The injurious effect of nonsteroidal anti-inflammatory drugs (NSAIDs) in the small intestine was not appreciated until the widespread use of capsule endoscopy. Animal studies found that NSAID-induced small intestinal injury depends on the ability of these drugs to be secreted into the bile. Because the individual toxicity of amphiphilic bile acids and NSAIDs directly correlates with their interactions with phospholipid membranes, we propose that the presence of both NSAIDs and bile acids alters their individual physicochemical properties and enhances the disruptive effect on cell membranes and overall cytotoxicity. We utilized in vitro gastric AGS and intestinal IEC-6 cells and found …

Partitioning Of Minimotifs Based On Function With Improved Prediction Accuracy, Sanguthevar Rajasekaran, Tian Mi, Jerlin Camilus Merlin, Aaron Oommen, Patrick R. Gradie, Martin R. Schiller

Life Sciences Faculty Research

Background

Minimotifs are short contiguous peptide sequences in proteins that are known to have a function in at least one other protein. One of the principal limitations in minimotif prediction is that false positives limit the usefulness of this approach. As a step toward resolving this problem we have built, implemented, and tested a new data-driven algorithm that reduces false-positive predictions.

Methodology/Principal Findings

Certain domains and minimotifs are known to be strongly associated with a known cellular process or molecular function. Therefore, we hypothesized that by restricting minimotif predictions to those where the minimotif containing protein and target protein have …

An Investigation Of Depression And Fatigue Post West Nile Virus Infection., Patti J Berg, Stacy Smallfield, Lana Svien

Journal Articles: Occupational Therapy

INTRODUCTION: The purpose of this study was to examine depression and fatigue in individuals with a seropositive confirmed history of West Nile virus (WNV) infection.

METHODS: The South Dakota State Epidemiologist sent 218 letters inviting residents with a diagnosis of WNV to participate in the study. Forty-five subjects were tested. An occupational therapist and a physical therapist met with each participant to assess performance parameters, including depression and fatigue levels. Subjects (n=42) completed the Revised Center for Epidemiologic Studies Depression Scale (CES-D) during the assessment. The Modified Fatigue Impact Scale (MFIS) was sent to participants as a follow-up questionnaire, and …

Mmp-9/Timp-1 Imbalance Induced In Human Dendritic Cells By Porphyromonas Gingivalis, Ravi Jotwani, Sridhar V K Eswaran, Surinder Moonga, Christopher W Cutler

Faculty, Staff and Student Publications

Matrix metalloproteinase-9 (MMP-9) cleaves collagen, allowing leukocytes to traffic toward the vasculature and the lymphatics. When MMP-9 is unregulated by tissue inhibitor of metalloproteinase-1 (TIMP-1), this can lead to tissue destruction. Dendritic cells (DCs) infiltrate the oral mucosa increasingly in chronic periodontitis, characterized by infection with several pathogens including Porphyromonas gingivalis. In this study, human monocyte-derived DCs were pulsed with different doses of lipopolysaccharide of P. gingivalis 381 and of Escherichia coli type strain 25922, as well as whole live isogenic fimbriae-deficient mutant strains of P. gingivalis 381. Levels of induction of MMP-9 and TIMP-1, as well as interleukin-10 (IL-10), …

Microrna-31 Functions As An Oncogenic Microrna In Mouse And Human Lung Cancer Cells By Repressing Specific Tumor Suppressors, Xi Liu, Lorenzo F. Sempere, Haoxu Ouyang, Vincent A. Memoli, Angeline S. Andrew, Yue Luo, Eugene Demidenko, Murray Korc, Wei Shi, Meir Preis, Konstantin H. Dragnev, Hua Li, James Direnzo, Mads Bak, Sarah J. Freemantle, Sakari Kauppinen, Ethan Dmitrovsky

Dartmouth Scholarship

MicroRNAs (miRNAs) regulate gene expression. It has been suggested that obtaining miRNA expression profiles can improve classification, diagnostic, and prognostic information in oncology. Here, we sought to comprehensively identify the miRNAs that are overexpressed in lung cancer by conducting miRNA microarray expression profiling on normal lung versus adjacent lung cancers from transgenic mice. We found that miR-136, miR-376a, and miR-31 were each prominently overexpressed in murine lung cancers. Real-time RT-PCR and in situ hybridization (ISH) assays confirmed these miRNA expression profiles in paired normal-malignant lung tissues from mice and humans. Engineered knockdown of miR-31, but not other highlighted miRNAs, substantially …

Gis And Injury Prevention And Control: History, Challenges, And Opportunities, Nathaniel Bell, Nadine Schuurman

Faculty Publications

Intentional and unintentional injury is the leading cause of death and potential years of life lost in the first four decades of life in industrialized countries around the world. Despite surgical innovations and improved access to emergency care, research has shown that certain populations remain particularly vulnerable to the risks and consequences of injury. Recent evidence has shown that the analytical, data linkage, and mapping tools of geographic information systems (GIS) technology provide can further address these determinants and identify populations in need. This paper traces the history of injury prevention and discusses current and future challenges in furthering our …

Maternal And Neonatal Outcomes By Labor Onset Type And Gestational Age, Jennifer L Bailit, Kimberly D Gregory, Uma M Reddy, Victor H Gonzalez-Quintero, Judith U Hibbard, Mildred M Ramirez, D Ware Branch, Ronald Burkman, Shoshana Haberman, Christos G Hatjis, Matthew K Hoffman, Michelle Kominiarek, Helain J Landy, Lee A Learman, James Troendle, Paul Van Veldhuisen, Isabelle Wilkins, Liping Sun, Jun Zhang

Faculty, Staff and Student Publications

OBJECTIVE: We sought to determine maternal and neonatal outcomes by labor onset type and gestational age.

STUDY DESIGN: We used electronic medical records data from 10 US institutions in the Consortium on Safe Labor on 115,528 deliveries from 2002 through 2008. Deliveries were divided by labor onset type (spontaneous, elective induction, indicated induction, unlabored cesarean). Neonatal and maternal outcomes were calculated by labor onset type and gestational age.

RESULTS: Neonatal intensive care unit admissions and sepsis improved with each week of gestational age until 39 weeks (P < .001). After adjusting for complications, elective induction of labor was associated with a lower risk of ventilator use (odds ratio [OR], 0.38; 95% confidence interval [CI], 0.28-0.53), sepsis (OR, 0.36; 95% CI, 0.26-0.49), and neonatal intensive care unit admissions (OR, 0.52; 95% CI, 0.48-0.57) compared to spontaneous labor. The relative risk of hysterectomy at term was 3.21 (95% CI, 1.08-9.54) with elective induction, 1.16 (95% CI, 0.24-5.58) with indicated induction, and 6.57 (95% CI, 1.78-24.30) with cesarean without labor compared to spontaneous labor.

CONCLUSION: Some neonatal outcomes improved until 39 weeks. Babies born with elective induction …

Humoral Immunity In Tuberculin Skin Test Anergy And Its Role In High-Risk Persons Exposed To Active Tuberculosis, Liliana Encinales, Joaquin Zuñiga, Julio Granados-Montiel, Maria Yunis, Julio Granados, Ingrid Almeciga, Olga Clavijo, Carlos Awad, Vilma Collazos, María Inés Vargas-Rojas, José Luis Bañales-Mendez, Lilia Vazquez-Castañeda, Joel N Stern, Viviana Romero, Masha Fridkis-Hareli, Masha Frindkis-Hareli, Daniel Terreros, Marcelo Fernandez-Viña, Edmond J Yunis

Faculty, Staff and Student Publications

The most common test to identify latent tuberculosis is the tuberculin skin test that detects T cell responses of delayed type hypersensitivity type IV. Since it produces false negative reactions in active tuberculosis or in high-risk persons exposed to tuberculosis patients as shown in this report, we studied antibody profiles to explain the anergy of such responses in high-risk individuals without active infection. Our results showed that humoral immunity against tuberculin, regardless of the result of the tuberculin skin test is important for protection from active tuberculosis and that the presence of high antibody titers is a more reliable indicator …

What Is Biomedical Informatics?, Elmer V Bernstam, Jack W Smith, Todd R Johnson

Faculty, Staff and Student Publications

Biomedical informatics lacks a clear and theoretically-grounded definition. Many proposed definitions focus on data, information, and knowledge, but do not provide an adequate definition of these terms. Leveraging insights from the philosophy of information, we define informatics as the science of information, where information is data plus meaning. Biomedical informatics is the science of information as applied to or studied in the context of biomedicine. Defining the object of study of informatics as data plus meaning clearly distinguishes the field from related fields, such as computer science, statistics and biomedicine, which have different objects of study. The emphasis on data …

A Woman With Hiv Infection, Brain Abscesses, And Eosinophilia, Marcela Campo, Man K Phung, Rehan Ahmed, Paul Cantey, Henry Bishop, Tanvir K Bell, Carolyn Gardiner, Cesar A Arias

Faculty, Staff and Student Publications

No abstract provided.

Myosin Light Chain Kinase Mediates Transcellular Intravasation Of Breast Cancer Cells Through The Underlying Endothelial Cells: A Three-Dimensional Fret Study, S. Khuon, L. Liang, R. W. Dettman, P. H. S. Sporn, R. B. Wysolmerski, T.-L. Chew

Faculty & Staff Scholarship

No abstract provided.

A Review Of Human Factors Principles For The Design And Implementation Of Medication Safety Alerts In Clinical Information Systems., Shobha Phansalkar, Judy Edworthy, Elizabeth Hellier, Diane L. Seger, Angela Schedlbauer, Anthony J. Avery, David W. Bates

School of Psychology

The objective of this review is to describe the implementation of human factors principles for the design of alerts in clinical information systems. First, we conduct a review of alarm systems to identify human factors principles that are employed in the design and implementation of alerts. Second, we review the medical informatics literature to provide examples of the implementation of human factors principles in current clinical information systems using alerts to provide medication decision support. Last, we suggest actionable recommendations for delivering effective clinical decision support using alerts. A review of studies from the medical informatics literature suggests that many …