Digital Commons Network^™

Editor's Note, Marites Tiongco

DLSU Business & Economics Review

No abstract provided.

Minimally Invasive Total Versus Partial Thymectomy For Early-Stage Thymoma, Irene Helenowski, Alex Pohlman, Zaid Abdelsattar

Biostatistics Collaborative Core: Faculty Publications and Other Works

Background/Objectives: Total thymectomy is currently the gold standard operation for treating thymoma. However, recent studies have suggested the potential health consequences of thymus removal in adults, including possible increased autoimmune disease and all-cause mortality. In this context, we assess oncologic outcomes following total vs. partial thymectomy for early-stage thymoma. Methods: We identified patients diagnosed with WHO types A–B3 thymoma between 2010–2021 from a national hospital-based dataset. We excluded patients with stage II or higher disease, open resections and perioperative chemo-/radiation therapy. We stratified patients into total and partial thymectomy cohorts. We used propensity score matching to minimize confounding, …

Digital Stress Scale (Dsc): Development And Psychometric Validation Of A Measure Of Stress In The Digital Age, Agathi Argyriadi, Dimitra Katsarou, Athina Patelarou, Kalliopi Megari, Evridiki Patelarou, Stiliani Kotrotsiou, Konstantinos Giakoumidakis, Shabnam Abdoola, Evangelos Mantsos, Efthymia Efthymiou, Alexandros Argyriadis

All Works

(1) Background: The integration of digital technologies such as electronic health records (EHRs), telepsychiatry, and communication platforms has transformed the mental health sector a lot compared to in previous years. While these tools enhance service delivery, they also introduce unique stressors. Despite growing concerns, there is no validated instrument specifically designed to measure the digital stress experienced by mental health professionals. (2) Methods: This study involved the development and psychometric validation of the Digital Stress Scale (DSC). The process included item generation through a literature review and qualitative interviews, expert panel validation, and a two-phase statistical evaluation. Exploratory Factor Analysis …

Stimulation Of The Rostromedial Tegmental Nucleus Induces Long-Lasting Avoidance Behavior, Jacob Ryan Watson

Theses and Dissertations

The role of midbrain dopamine (DA) activity in reward seeking and reinforcement learning is well-documented, contrasting the lesser-understood impact of inhibitory signaling on DAergic activity, especially in the context of aversive learning and avoidance. The rostromedial tegmental nucleus (RMTg) is a GABAergic midbrain structure activated by aversive stimuli and exerts inhibitory influence over ventral tegmental area (VTA) DAergic activity in response to aversive consequences. Stimulation of the RMTg decreases the firing rate of VTA DA neurons and direct inhibition of the RMTg – VTA circuit enhances persistent reward seeking despite aversive consequences, a major criterion of substance use disorder (SUD). …

Clinical Correlates: Using Case-Based Learning In The Physician Assistant Classroom, Pamela Schindler Wilson

Theses and Dissertations

Physician Assistant (PA) education is rigorous and comprehensive. In only 27 months, the students must learn medical knowledge and skills for effective patient care. Instruction must be efficient and effective to teach these students how to be safe and functional PAs. Of primary concern is teaching students how to perform like clinicians, which requires critical thinking, self-directed learning, and teamwork.

This convergent, mixed-methods action research explored the impacts of case-based learning (CBL) in the PA classroom. The findings support using CBL to develop clinical reasoning skills, improve comprehension of the material, and develop self-directed learning skills. CBL requires the students …

Explainable Process Recommendation Through Multi-Contextual Grounding Of Dynamic Multimodal Process Knowledge Graphs, Revathy Venkataramanan

Theses and Dissertations

Can I eat this food or not? Is this food suitable for diabetes and why? Which AI pipeline is best suited for a given task and dataset? How should an end-to-end pipeline be constructed? These questions differ from factual question-answering tasks. Recipes and AI pipelines are processes consisting of several entities interacting with each other. A recipe consists of ingredients, cooking methods, and their interactions, while an AI pipeline includes datasets, preprocessing techniques, models, hyperparameters, tasks, and results. Each entity must be analyzed individually, and collective inferencing is performed to derive the final decision. This decision-making process, known as compositional …

Conjuring Realities: Southern Supernaturalism And Race From The Antebellum Era To The Early Twentieth Century, Dylan T. Kobus

Theses and Dissertations

Conjure practices in the nineteenth-century American South, such as “Hoodoo” or “Voodoo,” are commonly portrayed as primarily “black” beliefs or entrenched in “Africanistic” cultures. For the enslaved, their black spiritual systems, including conjure, were a powerful tool of resistance against the white enslaver. Black conjure practitioners established themselves as an affordable and pervasive medical alternative to often ineffective or harmful professional medicines for black and white Southerners, regardless of class. In this way, conjure challenged the authority of racial capitalism and destabilized the perceived moral and intellectual superiority of whiteness. Moreover, by examining legal documents, newspapers, fictional literature, and oral …

Reassessing Readiness: Physical Performance Trajectories And Future Physical Military Readiness, Giovanna Leone

Theses and Dissertations

This dissertation consists of three studies integrating frequentist and machine learning techniques to examine physical fitness trajectories and future physical military readiness. Study 1 consists of a cross-sectional examination of Physical Fitness Test (PFT) scores from four cohorts of first-year Cadets at a Senior Military College from 2019 to 2022. Study 2 consists of a longitudinal examination of PFT performance from one cohort of Cadets across a baseline test and three years of training at a Senior Military College. Study 3 examines predictive machine learning and growth curve modeling methods to project future physical military readiness based on motor competence …

The Tur Nout Effect: Challenging The Median Voter Theorem, George Thomas Rogers

Theses and Dissertations

The classical Median Voter Theorem (MVT) predicts that, in a two-party system with majority rule, candidates will converge toward the ideological center to capture the median voter. This logic, grounded in spatial models of political competition, assumes full voter participation and fails to account for the growing ideological polarization in modern democracies. This thesis reevaluates the MVT by incorporating probabilistic turnout into a utility-based model of voter behavior. It theorizes that turnout is shaped not only by ideological proximity but also by expressive motivations, including both strong affinity and strong aversion to candidates. A novel measure of turnout utility is …

A Spatial Scan Statistic For Group Testing Data, Vincent Onyame

Theses and Dissertations

Group testing involves pooling specimens from multiple individuals and offers an efficient means to surveil low-prevalence pathogens, but poses challenges for spatial cluster detection when only pooled results are observed. In this thesis, we develop a spatial scan statistic tailored to group-testing data with variable pool sizes. The statistic compares a null hypothesis of a homogeneous infection rate across all clusters to an alternative hypothesis that infection probabilities differ inside and outside a candidate cluster, with both models fitted by maximum likelihood estimation. We approximate the null distribution of the maximum likelihood ratio test via Monte Carlo simulation.

Through a …

Menguji Keberadaan N-Shaped Environmental Kuznets Curve Di Indonesia Dengan Model Ardl, Ridwan Pandu Sunaryo, Erny Tajib

Jurnal Ekonomi dan Pembangunan Indonesia

The study aims to test the existence of the N-shaped Environmental Kuznets Curve (EKC) and to determine the impact of fossil energy consumption and economic activity such as industrialization, urbanization, and trade openness on CO2 emissions in Indonesia from 1971 to 2021, using Autoregressive Distributed Lag (ARDL). The results of this study show that the relationship between per capita GDP and CO2 emissions in Indonesia has a reversed N-shape. Industrialization and per-capita consumption of fossil energy have a positive impact, while trade openness has a negative impact on CO2 per-capita emissions both in the short and long term. Meanwhile, urbanization …

Pengaruh Vaksinasi Covid-19 Terhadap Kesehatan Dan Kondisi Ekonomi Masyarakat Di Indonesia, Ayu Lestari, Fauziah Zen

Jurnal Ekonomi dan Pembangunan Indonesia

The COVID-19 vaccination is considered crucial for controlling the pandemic and accelerating economic recovery. However, empirical evidence on the impact of vaccination on health and the economy at the district/city level in Indonesia remains limited. This study aims to analyze the impact of vaccination on health outcomes and economic conditions. The methodology used is a fixed effect model with monthly panel data on vaccination and health outcomes (positivity rate and recovery), as well as annual data on per capita expenditure in 514 districts/cities from January 2021 to December 2022. The results show that the first dose of vaccination significantly reduces …

Author Reply, Cyprian Mostert

Population Health, East Africa

No abstract provided.

Comparison Between Acute Leukemia Screening Tube And Lineage-Specific Panels For The Diagnosis Of Acute Leukemia In Kenya, Nancy Okinda, Geoffrey Omuse, Elizabeth Kagotho, Douglas Munga

Pathology, East Africa

Purpose: Acute leukemia is a group of hematologic malignancies categorized according to the immature cells that proliferate and replace the normal bone marrow. Flow cytometry has emerged as a cornerstone in the diagnosis of hematologic malignancies. Staged analysis with a screening tube containing specific lineage markers determines the need for subsequent testing if there is an abnormal population (blasts). The specific lineage panels to be analyzed are determined depending on the positive markers in the screening tube. This study aimed to determine the agreement of diagnosis using the acute leukemia screening tube (ALST) and the lineage-specific panel.

Methods: This was …

Mtap Immunohistochemistry As A Surrogate Marker Of Cdkn2a Loss In Brain Tumors: A Meta-Analysis And Literature Review, Antonio Dono, Diego Pichardo-Rojas, Leonardo Mendoza Mora, Pavel S Pichardo-Rojas, Luis A Marin-Castañeda, Abril Carrillo, Adrian Coria Medrano, Yoshua Esquenazi, Leomar Y Ballester

Faculty, Staff and Student Publications

Given the known relationship between CDKN2A homozygous deletion (HD) and worsened outcomes in both meningiomas and IDH-mutant astrocytomas, it is paramount to identify CDKN2A HD for accurate risk stratification of patients. Multiple array platforms can detect CDKN2A HD. However, these methods are expensive and are not readily available at every institution. To address this, we conducted a meta-analysis and literature review to evaluate 5'-methylthioadenosine phosphorylase (MTAP) expression determined by immunohistochemistry (IHC) as a surrogate of CDKN2A HD. Our study analyzed 7 cohort studies, 3 of which focused on meningiomas encompassing a total of 87 patients; and 4 studies were conducted …

I2moe: Interpretable Multimodal Interaction-Aware Mixture-Of-Experts, Jiayi Xin, Sukwon Yun, Jie Peng, Inyoung Choi, Jenna L Ballard, Tianlong Chen, Qi Long

Faculty, Staff and Student Publications

Modality fusion is a cornerstone of multimodal learning, enabling information integration from diverse data sources. However, vanilla fusion methods are limited by

It Is Time We Include Leadership Education And Experiences In Mfm Training And Lifelong Learning, Cheryl A Moyer, Timothy R B Johnson

Faculty, Staff and Student Publications

No abstract provided.

Federated Target Trial Emulation Using Distributed Observational Data For Treatment Effect Estimation, Haoyang Li, Chengxi Zang, Zhenxing Xu, Weishen Pan, Suraj Rajendran, Yong Chen, Fei Wang

Faculty, Staff and Student Publications

Target trial emulation (TTE) aims to estimate treatment effects by simulating randomized controlled trials using real-world observational data. Applying TTE across distributed datasets shows great promise in improving generalizability and power but is always infeasible due to privacy and data-sharing constraints. Here we propose a Federated Learning-based TTE framework, FL-TTE, that enables TTE across multiple sites without sharing patient-level data. FL-TTE incorporates federated protocol design, federated inverse probability of treatment weighting, and a federated Cox proportional hazards model to estimate time-to-event outcomes across heterogeneous data. We validated FL-TTE by emulating Sepsis trials using eICU and MIMIC-IV data from 192 hospitals, …

Dynamic Few-Shot Prompting For Clinical Note Section Classification Using Lightweight, Open-Source Large Language Models, Kurt Miller, Steven Bedrick, Qiuhao Lu, Andrew Wen, William Hersh, Kirk Roberts, Hongfang Liu

Faculty, Staff and Student Publications

Objective: Unlocking clinical information embedded in clinical notes has been hindered to a significant degree by domain-specific and context-sensitive language. Identification of note sections and structural document elements has been shown to improve information extraction and dependent downstream clinical natural language processing (NLP) tasks and applications. This study investigates the viability of a dynamic example selection prompting method to section classification using lightweight, open-source large language models (LLMs) as a practical solution for real-world healthcare clinical NLP systems.

Materials and methods: We develop a dynamic few-shot prompting approach to classifying sections where section samples are first embedded using a transformer-based …

A Recipe For Disaster - Sodium Bicarbonate Overdose, Adeola A Kosoko, Amara Ogoke, Kyle Vogt

Faculty, Staff and Student Publications

Audience: Emergency medicine residents post-graduate years 1-4.

Introduction: Sodium bicarbonate is a compound found commonplace in many households and in many products. It lends itself to countless everyday uses including cooking and cleaning. Physicians prescribe sodium bicarbonate regularly both on- and off-label regularly for various ailments.1 Due to the ubiquitous way both emergency physicians and the general public use and are exposed to sodium bicarbonate, we wanted to prepare learners to identify and appropriately manage sodium bicarbonate toxicity.Obtaining a thorough history not just of medications prescribed but of significant ingestions or infusions is critical in diagnosing this toxicity. Furthermore, acute …

Empirical Tuberculosis Treatment In Human Immunodeficiency Virus (Hiv)-Associated Fever Of Unknown Origin: A Case-Based Rationale, Matthew Antonioli, Samantha H Antonioli, Gabriel M Aisenberg

Faculty, Staff and Student Publications

Fever of unknown origin (FUO) in people living with human immunodeficiency virus (PLHIV) is clinically defined as recurrent fever lasting more than four weeks in the outpatient setting or more than three days during hospitalization, despite a thorough diagnostic evaluation. This evaluation typically includes a comprehensive medical history, physical examination, imaging studies (such as chest radiography), and an extensive range of laboratory tests, including complete blood counts, blood and urine cultures, and metabolic panels. Among the many possible causes, tuberculosis (TB) stands out as a leading concern, given its disproportionate burden in PLHIV. However, whether to initiate empirical anti-tubercular therapy …

Venoarterial Extracorporeal Membrane Oxygenation Is A Feasible Option For Patients With Pregnancy-Associated Diagnoses Who Require Mechanical Circulatory Support, Trishna Parikh, Sabiha Armin, Saad Afzal Khan, Adishwar Rao, Akriti Agrawal, Dev Patel, Bindu Akkanti

Faculty, Staff and Student Publications

Background: Venoarterial extracorporeal membrane oxygenation (VA-ECMO) is used in patients with cardiopulmonary collapse, but data regarding its use in pregnancy is limited. We aimed to identify the clinical characteristics and predictors of in-hospital mortality in female patients requiring VA-ECMO, including evaluating the role of pregnancy.

Methods: In this cross-sectional study, a cohort of female patients aged 19-45 years who required VA-ECMO were identified from the National Inpatient Sample from 2018 to 2021 and further stratified according to presence of pregnancy-associated diagnoses. Baseline characteristics were compared using Pearson chi-square test and Wilcoxon rank-sum test for categorical and continuous variables, respectively. Multivariate …

Ten Practical Tips For A Successful Presentation At An Infectious Disease Clinical Case Conference, Takahiro Matsuo, Pablo C Okhuysen, Ben J Barnett

Faculty, Staff and Student Publications

This mini-review provides 10 practical tips for infectious disease trainees presenting at clinical case conferences. These tips, grounded in principles from education theory, aim to enhance the effectiveness of case presentations.

An Ectopic Pancreatic Mass Inducing Gastric Outlet Obstruction, Rohan Ahuja, Samir Mehta, Nakia Armendariz, Jimmy Q Pham, Madhav Desai

Faculty, Staff and Student Publications

Gastric outlet obstruction (GOO) is a clinical diagnosis characterized by early satiety, abdominal pain, post-prandial vomiting, and weight loss. Here, we present a rare case of an ectopic pancreatic cyst inducing GOO, highlighting the importance of a thorough diagnostic workup. A 40-year-old man with no prior medical or surgical history presented with a six-month history of intermittent epigastric pain, nausea, and vomiting with an inability to tolerate oral intake for a week. CT of the abdomen and pelvis revealed a 4.5 × 3.0 × 2.9 cm, well-circumscribed, peripherally enhancing cystic lesion in the distal pylorus. Initial esophagogastroduodenoscopy (EGD) revealed an …

Encephalitis In Immunocompromised Vs Immunocompetent Patients: A Comparative Study, Anna Kolchinski, Margaret Li, Ralph Habis, Paris Bean, Ashley N Heck, John C Probasco, Rodrigo Hasbun, Arun Venkatesan

Faculty, Staff and Student Publications

Background: Encephalitis is characterized by brain parenchymal inflammation caused by infection or autoimmunity. There are limited recent data on how immunocompromised patients with encephalitis differ from the general encephalitis population.

Methods: This retrospective study of 2 large medical institutions compares clinical characteristics and outcomes of immunocompromised and immunocompetent patients with all-cause encephalitis.

Results: Of the 657 patients, 151 (23%) were immunocompromised. Immunocompromised patients were more likely to have an infectious etiology, comorbidities, inflammatory cerebrospinal fluid (CSF) profile, abnormal neuroimaging, and worse clinical outcomes as assessed by discharge Glasgow Outcome Scale (GOS) and in-hospital mortality (all P < .05). The most commonly identified etiologies in immunocompromised patients were herpes simplex virus (HSV) and varicella zoster virus. HSV accounted for similar proportions in the immunocompromised (18%) and immunocompetent (14%) groups, though it was more commonly associated with a CSF neutrophilia in the immunocompromised group (P = .001). Strikingly, …

Evolving Hemodynamics In Fontan Circulation: Age-Driven Insights In Patients With Interrupted Inferior Vena Cava And Hepatoazygos Shunt, Vikas Kannojiya, Akshita Sahni, Emily Eickhoff, Neha Zacharia, Nicole St Clair, Noah Schulz, Peter E Hammer, Pedro J Del Nido, Rahul H Rathod, David M Hoganson, Vijay Govindarajan

Faculty, Staff and Student Publications

Patients with interrupted inferior vena cava (I-IVC) and azygos continuation who undergo Fontan completion via hepatoazygos shunting exhibit unique hemodynamic challenges. This study evaluates age-related shifts in systemic venous return dominance, hepatic flow distribution (HFD), power loss (PL), and flow disturbances using patient-specific computational fluid dynamics (CFD). Data analysis from 95 patients with I-IVC showed a nonlinear shift in upper-to-lower body systemic flow dominance with ratios of 2, 1, and 0.5 (correlating to ages ∼3, ∼10, and ∼20, respectively). CFD simulations for 17 selected patients revealed a trend of increasing HFD toward the right pulmonary artery, with median splits of …

Prevalence, Treatment Patterns, Burden, And Factors Related To Treatment Failure With Sodium-Glucose Cotransporter 2 Inhibitor In Adults With Type 2 Diabetes In The United States, Xi Tan, Yiwen Cao, Yan Wang, Joanna Boland, Mico Guevarra, Lin Xie, Yan Song, Min Ji Kwak

Faculty, Staff and Student Publications

Aims: To evaluate treatment failure of sodium-glucose cotransporter 2 inhibitors (SGLT2i) among adults with type 2 diabetes (T2D) and assess associated risk factors and clinical and economic outcomes in the real-world setting.

Methods: Adults with T2D who initiated SGLT2i were selected from the Komodo's Healthcare Map, an administrative claims database (2016-2024). Treatment failure was defined as discontinuation, add-on/switching, or uncontrolled glycated hemoglobin (HbA1c) without action. Risk factors, treatment patterns, and clinical and economic burden were assessed.

Results: Among 237,295 eligible adults, the overall rate of treatment failure with SGLT2i was 77.3 %, with a median time to failure of 9.14 …

Efficacy And Safety Of Mechanical Thrombectomy In Distal Medium Middle Cerebral Artery Occlusion Ischemic Stroke Patients On Low-Dose Aspirin, Hamza Adel Salim, Vivek Yedavalli, Fathi Milhem, Basel Musmar, Nimer Adeeb, Motaz Daraghma, Kareem El Naamani, Nils Henninger, Sri Hari Sundararajan, Anna Luisa Kühn, Jane Khalife, Sherief Ghozy, Luca Scarcia, Benjamin Yq Tan, Robert W Regenhardt, Jeremy J Heit, Nicole M Cancelliere, Joshua D Bernstock, Aymeric Rouchaud, Jens Fiehler, Sunil Sheth, Ajit S Puri, Christian Dyzmann, Marco Colasurdo, Leonardo Renieri, João Pedro Filipe, Pablo Harker, Răzvan Alexandru Radu, Mohamad Abdalkader, Piers Klein, Thomas R Marotta, Julian Spears, Takahiro Ota, Ashkan Mowla, Pascal Jabbour, Arundhati Biswas, Frédéric Clarençon, James E Siegler, Thanh N Nguyen, Ricardo Varela, Amanda Baker, Muhammed Amir Essibayi, David Altschul, Nestor R Gonzalez, Markus A Möhlenbruch, Vincent Costalat, Benjamin Gory, Christian Paul Stracke, Constantin Hecker, Hamza Shaikh, Christoph J Griessenauer, David S Liebeskind, Alessandro Pedicelli, Andrea M Alexandre, Illario Tancredi, Tobias D Faizy, Erwah Kalsoum, Max Wintermark, Boris Lubicz, Aman B Patel, Vitor Mendes Pereira, Adrien Guenego, Adam A Dmytriw

Faculty, Staff and Student Publications

Background: Acute ischemic stroke (AIS) from distal medium vessel occlusion (DMVO) presents unique treatment challenges. Mechanical thrombectomy (MT) is emerging as a viable option for these patients, yet the role of pre-stroke aspirin treatment is unclear. This study evaluates the impact of pre-stroke low-dose aspirin on outcomes in DMVO patients undergoing MT.

Methods: We conducted a multinational, multicenter, propensity score-weighted analysis within the Multicenter Analysis of primary Distal medium vessel occlusions: effect of Mechanical Thrombectomy (MAD-MT) registry. Patients with AIS due to DMVO, treated with MT, were included. We compared outcomes between patients on pre-stroke low-dose aspirin (75-100 mg) and …

Endovascular Therapy For Late-Window M2-Segment Middle Cerebral Artery Occlusion: Analysis Of The Clear Study, Simon Winzer, Daniel P O Kaiser, Muhammad M Qureshi, Alicia C Castonguay, Daniel Strbian, Raul G Nogueira, Simon Nagel, Jean Raymond, Mohamad Abdalkader, Jelle Demeestere, João Pedro Marto, Hiroshi Yamagami, Kanta Tanaka, Sunil A Sheth, Anne Dusart, Patrik Michel, Marta Olive Gadea, Marc Ribo, Osama O Zaidat, Diogo C Haussen, Hilde Henon, Mahmoud H Mohammaden, Markus A Möhlenbruch, James E Siegler, Ajit S Puri, Johannes Kaesmacher, Piers Klein, Liisa Tomppo, Francois Caparros, João Nuno Ramos, Mouhammad Jumaa, Syed Zaidi, Nicolas Martinez-Majander, Stefania Nannoni, Lieselotte Vandewalle, Flavio Bellante, Milagros Galecio-Castillo, Sergio Salazar-Marioni, Pekka Virtanen, Anke Wouters, Rita Ventura, Jessica Jesser, Adnan Mujanovic, Liqi Shu, Abiya Qureshi, Zhongming Qiu, Hesham E Masoud, Manuel Requena, Mikko Sillanpää, Wei Hu, Eugene Lin, Charlotte Cordonnier, Daniel Roy, Shadi Yaghi, Davide Strambo, Urs Fischer, Santiago Ortega-Gutierrez, Robin Lemmens, Peter A Ringleb, Thanh N Nguyen, Volker Puetz

Faculty, Staff and Student Publications

Background: There is uncertainty about whether patients with M2 occlusion benefit from endovascular therapy (EVT) in the late (6-24-hour) time window. We evaluated the clinical outcomes of patients with M2 occlusion selected for EVT compared with those who received medical management (MM) in the late window.

Methods: This multinational cohort study was conducted at 66 sites across 10 countries (January 2014 to May 2022). We included consecutive patients with late-window stroke due to M2 occlusion, baseline National Institutes of Health Stroke Scale score of ≥5, and premorbid modified Rankin Scale score of ≤2 who received EVT or MM alone. The …

Non-Invasive Tools For Analysis Of Plasma Membrane Protein Topology In Living Cells, Daria Savenkova, Leysan Bulatova, Vera Skripova, Ramziya Kiyamova, Mikhail Bogdanov

Faculty, Staff and Student Publications

Membrane protein topology studies offer guidance to membrane protein structure, folding, and function, serving as a credible scaffold for designing site-directed mutagenesis and biochemical experiments, helping to identify functionally significant extracellular and intracellular regions, modeling three-dimensional structures, and building reliable mechanistic models. Membrane protein structure as a function of given lipid composition and physiological state of the cell is best probed in whole intact cells. A described simple and advanced immunofluorescence protocol applied to the transmembrane orientation of extramembrane domains permits a topology analysis of plasma membrane proteins in their native state in living unperturbed eucaryotic cells. The accessibility of …