Digital Commons Network^™

Knowledge Gaps In High-Energy Sacral Fracture Treatment And Management, Ashraf N. El Naga, Marko H. Neva, Ahmed Abdelazim Hassan, Gregory D. Schroeder, Mohammad El-Sharkawi, Sebastian F. Bigdon, Andrei F. Joaquim, Klaus Schnake, Richard Bransford, Emre Yilmaz

Rothman Institute Papers

High-energy sacral fractures (HESF) are often challenging injuries due to the location of the sacrum at the junction of the spine and pelvis, the complex biomechanics of the pelvic ring and the wide spectrum of injury patterns, which make treatment standardization challenging. Despite advances in classification systems - particularly the AOSpine Sacral Injury Classification - significant gaps remain in understanding optimal management. To review and discuss the management and identify knowledge gaps related to HESF. A narrative review of the literature was conducted, focusing on five domains: 1. Relative instability and biomechanics affected in different injury patterns; 2. The significance …

Cyanosis-Associated Coagulopathy In Neonates Undergoing Cardiopulmonary Bypass: A Scoping Review, Lily Crickmar

Student Works

2. Structured summary:

A. Background: Patients with cyanotic congenital heart disease exhibit coagulation abnormalities related to chronic hypoxemia, which may increase the risk of bleeding and thrombosis, particularly during cardiopulmonary bypass.

B. Objective: This scoping review mapped the existing literature on coagulation disturbances and perioperative hemostatic outcomes in pediatric patients with cyanotic congenital heart disease.

C. Methods: 14 studies meeting the inclusion criteria were identified through structured database searching. The data were collected and synthesized descriptively due to heterogeneity in study design, patient populations, and coagulation assessment methods.

D. Results: Across studies, cyanotic patient physiology was associated with platelet dysfunction, …

Mislabeling And Inappropriate Analysis Render Interpretations From “The Effect Of The Participatory Heat Education And Awareness Tools (Heat) Intervention On Agricultural Worker Physiological Heat Strain: Results From A Parallel, Comparison, Group Randomized Study” Unreliable, Chelsi M Webster, Yasaman Jamshidi-Naeini, Lilian Golzarri-Arroyo, Colby J Vorland, Zachary J Schlader, Blair D Johnson, David B Allison

Faculty, Staff and Students Publications

No abstract provided.

From Pages To Practice: Course Design For Integrative And Connected Learning, Prutha Deshpande

UNLV Best Teaching Practices Expo

The poster provides resources for the design of courses to incorporate considerable reading, paired with purposeful activities and reflection questions that deepen understanding of key points of learning, support knowledge transfer, and encourage dialogue and connection.

“Finding From The Field”—An Approach To Encourageexperiential And Epistemological Reflection, Julian Kilker

UNLV Best Teaching Practices Expo

The “Findings from the Field” teaching practice asks students to document and analyze experiences, locations, or artifacts encountered outside the classroom. While traditional field trips emphasize experiential learning by, ideally, linking course concepts to real-world experiences, this “Findings from the Field” approach extends this model through epistemological reflection guided by annotating observations. Students are prompted to consider not only what they observe, but how they know what they know, encouraging metacognition about observation, experience, and empirical research.

Reinforcement Learning Improves Llm Accuracy And Reasoning In Disease Classification From Radiology Reports, Yishu Wei, Yi Lin, Adam Flanders, George Shih, Yifan Peng

Department of Radiology Faculty Papers

Accurate disease classification from radiology reports is essential for many applications. While supervised fine-tuning (SFT) of lightweight LLMs improves accuracy, it can degrade reasoning. We propose a two-stage approach: SFT on disease labels followed by Group Relative Policy Optimization (GRPO) to refine predictions by optimizing accuracy and format without reasoning supervision. Across three radiologist-annotated datasets, SFT outperformed baselines and GRPO further improved classification and enhanced reasoning recall and comprehensiveness.

A Systematic Review And Meta-Analysis Finds That Psychological Well-Being Predicts All-Cause Mortality Independently Of Psychological Ill-Being., Max Genecov, David Yeager

Department of Psychiatry and Human Behavior Faculty Papers

BACKGROUND: Does psychological well-being (e.g. life satisfaction, happiness, meaning in life) predict the length of a person’s life, or are measures of well-being simply assessing the absence of ill-being (depression, loneliness, sadness) and are therefore redundant with ill-being measures? Individual studies have examined this question by measuring and controlling for both well-being and ill-being, but inconsistent findings have been reported. METHODS: A systematic review and random-effects meta-analysis was conducted on the literature of prospective longitudinal studies linking all-cause mortality to well-being. Studies that controlled for ill-being were compared to studies that did not control for ill-being to identify the unique …

Extrapulmonary Small Cell Carcinoma Presenting As Bilateral Papilledema, Hyponatremia, Encephalitis, Seizures, Crmp5-Igg Reactivity, And Prominent Anterior Tubular Perivascular Spaces, Ramsis Benjamin, Drew Thomas, Nina Mourao, J. Judd Fite, Brianna Woodliff, Shubhank Goyal

School of Medicine Publications

Background: Paraneoplastic syndromes that affect both the optic disc and the brain parenchyma typically harbor antibodies directed toward CV2/collapsin response-mediator protein 5 (anti-CRMP5), amphiphysin, Ma antigen 2 (Ma2/Ta), and Yo. The most common cancers linked to anti-CRMP5 antibodies include small-cell lung carcinoma (SCLC), followed by thymoma, renal cell carcinoma, and thyroid papillary carcinoma. A long-held belief explains papilledema as related to increased pressure within the subarachnoid space or the microvascular capillaries, but intracranial pressures within the normal standard range may exist in a person with a paraneoplastic syndrome and papilledema. The glymphatic system, a central waste-clearance conduit, may play a …

Closing The Gap: Standardizing Sepsis Management To Address Racial Disparities Across Oregon Providence Hospitals, Jennifer Wong, Do, Shelley Schoepflin Sanders, Md, Facp

Books, Presentations, Posters, Etc.

Introduction: Sepsis is a time-sensitive, life-threatening medical emergency affecting approximately 1.7 million adults annually in the United States, contributing to nearly 270,000 deaths and over $24 billion in healthcare expenditures. Delays in recognition and initiation of treatment can significantly increase mortality. Previous studies have identified persistent racial disparities in sepsis care, including lower rates of recognition as the principal diagnosis and delayed antibiotic initiation for Black patients compared with White patients. In alignment with Providence’s mission to provide compassionate, equitable care, Oregon Providence hospitals implemented a standardized “Sepsis Order Set” in all Emergency Departments (ED) to reduce treatment delays and …

Sepsis Transitional Care Management: A Phone Call To Reduce Readmission Health Inequity, Linh Tang Taylor, Md, Erica Leser, Ms, Alyssa Nelson, Michelle Schoepflin Sanders, Md

Books, Presentations, Posters, Etc.

Introduction: Sepsis accounts for 52% of hospital admissions in the United States and is the leading cause of death among hospitalized patients1 . However, disparity exists among sepsis survivors with race being reported as a determinant of recovery2 . Such disparity exists in Providence Oregon 8 hospitals: Providence Black patients have higher sepsis readmission rates than White (12.93% vs 11.65%). Using modified community-based participatory research, data analysis, and stakeholder interviews, we identified one potential root cause of the disparity: Black patients being readmitted are not receiving our system's Transitional Care Management (TCM) services. We aim to eliminate the Black/White sepsis …

The Current Landscape Of Remote Patient Monitoring Regarding Diabetes Mellitus And Hypoglycemia: Protocol For A Scoping Review, Mathew J. Stephen, Baylor Akhavan, Melinda B. Chu, Kavita Batra, Roberto Sagaribay

Department of Medical Education Faculty Research

Background: Diabetes mellitus is characterized by impaired glucose regulation, predisposing patients to both hyperglycemia and hypoglycemia. Hypoglycemia, particularly frequent in insulin-treated individuals, remains a serious but underrecognized complication. Remote patient monitoring (RPM) technologies, such as continuous glucose monitors, smartphone apps, and hybrid closed-loop systems with remote monitoring capabilities, have emerged as promising tools to improve glycemic control and prevent hypoglycemia in nonclinical settings. Evidence examining the use of RPM technologies has expanded rapidly; however, the scope, characteristics, and reported outcomes of these interventions remain fragmented across modalities and settings. Objective: This scoping review aims to systematically map and describe the …

Intraoperative Liposomal Bupivacaine Is Associated With Reduced Opioid Use And Enhanced Recovery After Total Knee Arthroplasty: A Multicenter Registry Study, Mitchell Ng, Jennifer Lin, Andrew Spitzer, Vinod Dasa, Adam Rivadeneyra, David Rogenmoser, Andrew Concoff, Mary Digiorgi, Joshua Urban, William Mihalko, Michael Mont

Rothman Institute Papers

BACKGROUND: With an annual volume of total knee arthroplasties (TKAs) in the United States projected to exceed 1.5 million by 2050, optimizing perioperative pain control and facilitating early discharge remain clinical priorities. This study evaluated the effectiveness of liposomal bupivacaine (LB) vs conventional bupivacaine/ropivacaine in opioid-naïve patients undergoing primary TKA, comparing/contrasting: (1) pain score improvements, (2) opioid usages, (3) functional recoveries, and (4) hospital lengths of stay.

METHODS:  Data from the Innovations in Genicular Outcomes Research (iGOR) registry were used to identify patients undergoing unilateral primary TKA between September 2021 and December 2024. Two hundred twenty-five patients were analyzed, 42 …

Indicators Of Fontan Circulatory Failure In Pediatric Patients: A Scoping Review Of Early Clinical And Hemodynamic Factors, Marina Mcmahon

Student Works

Structured Summary

a. Background/Introduction:

For patients with single ventricle congenital heart disease, the Fontan procedure is the definitive palliative procedure. Although advancements have been made in the surgical technique and management, the Fontan circulation is inefficient and prone to progressive dysfunction. Elevated central venous pressure, non-pulsatile pulmonary blood flow, and reduced cardiac output can lead to many complications, and eventual failure. These conditions can lead to protein losing enteropathy, plastic bronchitis, and hepatic fibrosis which often indicate advanced decline. Though a known problem, there is a lack of standardized criteria to guide optimal intervention timing of Fontan revision prior to …

Erratum To ``Childhood Obesity: Global Burden, Multifactorial Etiologies, Biological Mechanisms, And Emerging Interventions For Prevention And Management'' [Saudi Medical Journal 2026; 47(2):183–194], Fahad H. Baali

Saudi Medical Journal

In the manuscript entitled: ``Childhood Obesity: Global Burden, Multifactorial Etiologies, Biological Mechanisms, and Emerging Interventions for Prevention and Management'' Published in Saudi Med J 2026; Vol. 47(2): 183–194. doi: 10.15537/1658-3175.1001
The tables included in the published version were incorrect due to a production error.

Advancing Rheumatology In The Middle East: Mrc 2025 Abstracts, Martin Lee, Ahmed Zayat, Beena Hameed, Elsadeg Sharif, Fahda Al Okaily, Fehaid Alanazi, Francis Kynaston-Pearson, Khalid A. Alnaqbi, Mahmood Hachim, Mayam Al Nesf, Mira Mirashli, Mohammed Tariq, Ravi Gutta, Reem Abdwani, Saadeya Naji, Shamma Lootah, Tareq Al Araimi, Waleed Hafiz, Suad Hannawi

Saudi Medical Journal

No abstract provided.

Prevalence Of Brca1 And Brca2 Germline Mutations In Western Saudi Patients With Epithelial Tubo-Ovarian Carcinoma, Wala Mehros, Faisal Aldaheri, Anas Alqarni, Saif Aljehani, Abdulrahman Alnamlah, Alaa Althubaiti, Safaa Huneef, Hatim Jifree

Saudi Medical Journal

Objective: Ovarian cancer represents the most lethal gynecologic malignancy, the epithelial type (EOC) being the most common. BRCA gene mutations are associated with ovarian cancer, younger age at presentation, strong family history of EOC, and multiple malignancies in a single patient. This study calculated the rate of BRCA-positive EOC and compared BRCA-mutated vs non-mutated EOC cases. Methods: This retrospective cohort study, conducted at Princess Noura Oncology Center between May 2016 and December 2023, explored outcomes in BRCA-positive EOC patients. The inclusion criteria covered all EOC cases. A total of 70 patients were selected. Results: Of the 70 …

The Nephroprotective Effects Of Dulaglutide In Patients With Type 2 Diabetes And Chronic Kidney Disease: A Multicenter Saudi Arabian Study, Maha H. Jamal, Hassan A. Alzahrani, Duaa M. Bakhshwin, Ranya A. Ghamri, Fatmah S. Binzomah, Wisam H. Jamal, Moaz W. Abulfaraj

Saudi Medical Journal

Objective: This study aimed to evaluate the effectiveness and safety of dulaglutide in individuals with chronic kidney disease (CKD) and type 2 diabetes mellitus (T2DM). Methods: This retrospective cohort study included 212 patients with CKD (stages 1–4) and T2DM treated with once-weekly dulaglutide (1.5 mg) for either 12 or 24 months at three tertiary care centers in Saudi Arabia from January 2021 to December 2023. Safety was assessed based on the presence of adverse events. Efficacy was measured using the changes in estimated glomerular filtration rate (eGFR), glycated hemoglobin (HbA1c), and body mass index (BMI). Changes in efficacy outcomes were …

Combined Predictive Value Of Serum Ngal, Cysc, Urinary Nag, And Egfr For Sepsis-Associated Acute Kidney Injury In Patients In Icu, Yu Han, Wenna Ning, Jian Lu, Jinwei Zhu, Zhiliang Qin, Xiao Wang

Saudi Medical Journal

Objective: To evaluate critically ill patients who had sepsis and how various kidney-related measurements, including eGFR, NGAL, CysC, and the urinary enzyme NAG, predict the onset of sepsis-induced renal damage. Methods: The 135 individuals who were admitted to our sepsis intensive care within 2 years to the end of early 2024 were recruited on a prospective basis and were enrolled based on the predefined criteria. Upon admission, they were dichotomized into 2 groups of participants who developed septic-associated kidney injury (82) and without (53). A comparison of baseline laboratory analyses and blood and urine baseline examinations in the groups was …

Comparison Of Clinical Outcome Of Mushroom Poisonings With And Without Specific Treatment: A 5-Year Retrospective Analysis, Kamil Deveci, Necmi Baykan, Baycan Kus, Fatma Ünlü, Ömer Salt, Serhat Koyuncu

Saudi Medical Journal

Objectives: To determine the demographic and clinical characteristics, potential specific antidote treatments, clinical outcomes, and organ failure (morbidity) rates of patients with mushroom poisoning admitted to our center. Methods: We included 425 patients admitted to the emergency department of Kayseri City Hospital complaining of mushroom poisoning, between May 2018 and December 2023, who met the study criteria. Results: The median age of the 425 patients admitted was 51 years (34–63); 49.5% were female (n = 211), and 75% (n = 319) were admitted by ambulance. According to the Poisoning Severity Score, 70.3% (n = 299) of cases were mild, 21.9% …

Ethnic Background As A Determinant Of Thyroid Cancer Risk: A Decade-Long National Cohort Study Reveals Divergent Epidemics In Saudi Arabia, Nizar A. Khamjan

Saudi Medical Journal

Objectives: To analyze and compare temporal trends, demographic characteristics, and stage at diagnosis for thyroid cancer (TC) between Saudi and non-Saudi populations in order to identify potential population-specific etiological drivers. Methods: We conducted a national retrospective cohort study of TC cases in Saudi Arabia from 2013–2022. To assess population-level trends, we computed age-standardized incidence rates (ASIRs) and multivariable Poisson regression alongside piecewise regression models for comparative analysis. Results: Among 14,159 total cases, TC incidence increased disproportionately in Saudi nationals, rising from 884 to 1,677 (90%), significantly outpacing the 184 to 275 (49%) increase observed in non-Saudis. The incidence rate ratio …

Comparison Of The Predictive Value Of Crp/Albumin, Crp/Prealbumin, And The Clinical Frailty Scale For Mortality In Geriatric Intensive Care Patients, Natali T. Aksoy, Bülent B. Güven, Sümeyya M. Soyalan, Dilek Metin Yamaç, Tuna Ertürk, Süheyla Abitağaoğlu

Saudi Medical Journal

Objectives: To evaluate the relationship between C-reactive protein (CRP)/prealbumin and CRP/albumin ratios, Clinical Frailty Scale (CFS) scores, and short-term (first 3 days) and long-term (28 days) mortality in geriatric patients hospitalized in the intensive care unit. Methods: After obtaining ethical approval and informed consent, 213 patients aged 65 years and older were included. Patients discharged within 24 hours, those discharged and readmitted during the study period, those receiving routine albumin replacement, and patients with cirrhosis or undergoing chronic dialysis were excluded. Demographic characteristics, admission diagnoses, chronic comorbidities, frailty scores at admission, and laboratory values, including albumin, prealbumin, and CRP …

Clinical Role Of Hematologic Inflammatory Markers In The Diagnosis Of Missed Abortion, Mustafa Bakırcı, Çağlayan Ateş, Ethem S. Yalvaç

Saudi Medical Journal

Objectives: To evaluate the diagnostic value of hematological and biochemical inflammatory markers in distinguishing missed abortions from healthy pregnancies during the first trimester. Methods: This retrospective case-control study was conducted between May 2022 and May 2024, included 61 women diagnosed with missed abortion by ultrasound and 100 healthy pregnant women who acted as controls. The following inflammatory markers were calculated from routine blood and biochemistry results: neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), monocyte-lymphocyte ratio (MLR), lymphocyte-monocyte ratio (LMR), systemic immune-inflammation index (SII) and C-reactive protein-albumin ratio (CAR). Intergroup comparisons and receiver operating characteristic (ROC) curve analyses were performed. Results: The …

Reliability And Validity Of The Arabic Version Of The Nose-Perf Scale, Rayan M. Alfallaj, Abdullah I. Binghaith, Mohammed Y. Alyoussef, Ahmed S. Alsaleh, Saad A. Alsaleh, Abdulaziz A. Alqahtani, Ahmad S. Alroqi

Saudi Medical Journal

Objectives: To assess the psychometric validity of the Arabic adaptation of the nasal obstruction symptom evaluation–perforation (NOSE-Perf) scale. To assess how reliable and valid the Arabic adaptation of the NOSE-Perf questionnaire is. Patients with septal perforations, particularly Arabic speakers, lack validated self-assessment tools for subjective symptom evaluation. Methods: Conducted between May 2024 and June 2025, the study included 100 participants—20 patients with septal perforation and 80 controls. Participants filled out a questionnaire consisting of demographic data as well as the Arabic forms of the Sino-Nasal Outcome Test-22 (SNOT-22), NOSE, and NOSE-Perf scales. Cronbach's alpha was applied to determine internal consistency, …

A Multi-Centre Study: Quantitative Evaluation Of Radiation Dose For Adults Head Computed Tomography, Abdulaziz A. Qurashi, Shrooq T. Aldahery

Saudi Medical Journal

Objectives: To determine regional radiation dose in adults head computed tomography (CT) examinations in Jeddah by assessing the volume computed tomography dose index (CTDI_vol) and dose length product (DLP) values. Methods: A retrospective study was conducted from February to April 2025 across 10 CT scanners from 5 governmental hospitals in Jeddah. Data for 20 head CT examinations per scanner were collected. Dose metrics including CTDI_vol and DLP (mGy·cm), were extracted from digital imaging and communications in medicine (DICOM) images. Mean values per scanner and the 75^th percentile were calculated across centres to identify the regional DRL. …

The Role Of The Delta Neutrophil Index In Determining The Severity Of Intrahepatic Cholestasis Of Pregnancy, Selçuk Atalay, Melike Çaltekin, Nihal Çallıoğlu, Fırat Ersan, Verda Alpay, Yasin Anasız, Ipek Geyikoğlu

Saudi Medical Journal

Objective: This study aimed to investigate the clinical utility of the delta neutrophil index (DNI) in distinguishing patients with intrahepatic cholestasis of pregnancy (ICP) from healthy pregnant women, and to assess its potential role in evaluating disease severity. Methods: This retrospective analysis included data from 249 pregnant women. Among them, 131 were identified with ICP, based on clinical symptoms and total bile acid levels ≥ 10 μ mol/L. The remaining 118 participants served as healthy controls. The ICP cases were categorized into mild (TBA 10–39 μ mol/L; n = 90) and severe (TBA ≥ 40 μ mol/L; n = 41) …

Integrative Approaches To Gut Microbiota: Biomarkers, Dysbiosis, And Therapeutic Potential, Zeyad M. Alharbi

Saudi Medical Journal

The human gut contains bacteria, viruses, and archaea that influence health depending on age, diet, and location. An individual harbours about 150 bacterial species. An imbalance of these microorganisms, known as dysbiosis, can negatively impact health. Commensal bacteria maintain microbial homeostasis by building short chain fatty acids. The 2-way communication channel that connects the gut and the brain is referred to as the gut-brain axis. Dysbiosis of the gut leads to some autoimmune diseases. A decline of beneficial bacteria causes the progression of rheumatoid arthritis. Gut dysbiosis increases intestinal permeability, allowing toxins and cytokines to enter the bloodstream and damage …

Emerging Nanotherapy Applications In Cancer Treatment: A Comprehensive Review, Waleed H. Mahallawi

Saudi Medical Journal

This comprehensive review synthesizes recent advances in cancer nanotherapy, focusing on 6 emerging categories: immunomodulation, gene/RNA delivery, theranostics, radiosensitization, biomimetic carriers, and artificial intelligence (AI)-guided formulations. These innovative platforms demonstrate transformative potential by overcoming key limitations of conventional cancer treatments. Immunomodulatory nanoparticles reprogram tumor microenvironments and convert immunologically ``cold'' tumors to ``hot'' responsive states. Gene delivery systems enable precise editing with >50% efficiency, while theranostic platforms integrate real-time imaging with targeted therapy. Radiosensitizers amplify local radiation dose by twofold, and biomimetic carriers achieve prolonged circulation through immune evasion. An AI-driven approaches optimize personalized formulations based on patient-specific biomarkers. Clinical evidence …

Treatment Of Odontogenic Sinusitis With Oroantral Communication And Fistula: A Systematic Review And Meta-Analysis, Rana R. Alharbi, Omar F. Alnajar, Reham E. Almahdi, Salman A. Alrougi, Remas A. Alshehri, Ruyuf A. Alotaibi, Shahad S. Alharbi, Manal A Eltahir, Yahya A. Fageeh

Saudi Medical Journal

Objective: To assess the available data regarding medicinal, surgical, and combination therapy approaches for odontogenic sinusitis linked to OAC and OAF. Oroantral communication (OAC), an atypical connection between the oral cavity and maxillary sinus, commonly arises following upper jaw procedures, trauma, or infection. Chronic odontogenic maxillary sinusitis may result from OAC developing into an oroantral fistula (OAF) if treatment is not received. Recurrent infections and functional difficulties can be avoided by managing these illnesses effectively. Methods: A systematic search was conducted in National Library of Medicine's (PubMed [MEDLINE]) and Google Scholar for studies published between 2000 and 2024. A total …

Mental Health In Relation To Parental Absence: A Systematic Review, Mohammed Barry, Abdulaziz Alyahyawi, Heba Jafar Sabbagh

Saudi Medical Journal

Objective: To evaluate the literature based on the relationship between orphaned children and mental health, compared to non-orphaned children. Mental well-being of orphaned children is a profound intricate topic that connects with broader concerns of childcare. This systematic review aims to evaluate the literature regarding the relationship between mental health and parental absence. Methods: We conducted a systematic search of PubMed, MEDLINE, and Science Direct in October 2025, with 1017 screened studies. Six studies met the inclusion criteria. Independent reviewers performed quality assessments using the Newcastle-Ottawa scale (NOS). Subsequently, a meta-analysis was performed when possible. Results: Findings indicate that orphaned …

Disordered Differentiation And Cellular Senescence In Pediatric Hodgkin Reed-Sternberg Cells, Jennifer E Agrusa, Elmoataz Abdel Fattah, Howard Lin, Jessica Velazquez, Sandra Andrea Salinas, Harshal A Abhyankar, Brooks P Scull, Ryan Fleischmann, M Tarek Elghetany, Andrea N Marcogliese, Choladda V Curry, Jyotinder N Punia, Nmazuo W Ozuah, Olive S Eckstein, Nader K El-Mallawany, Nitya Gulati, Joseph Lubega, Terzah M Horton, Kala Y Kamdar, Kenneth L Mcclain, Tsz-Kwong Man, Carl E Allen

Faculty, Staff and Students Publications

Hodgkin lymphoma (HL) is characterized by inflammatory lesions with relatively few (typically < 1%) pathogenic Hodgkin Reed-Sternberg (HRS) cells. The scarcity of malignant HRS cells in HL has historically limited characterization of these disease drivers, and pathogenic mechanisms underlying HL are incompletely defined. Using multiparameter flow cytometry to purify HRS cells and immune cell populations from pediatric HL lesions and control tonsils, we sought to define transcriptional programs in pediatric HRS cells. HRS cells are thought to arise from transformed germinal center B cells. Interestingly, transcriptomic analysis of HRS cells compared to control tonsil CD30+ cells revealed disordered differentiation with multilineage gene expression patterns, and primary HRS cells had distinct transcriptomes compared to HL cell lines. Further, transcriptomic analysis revealed increased expression of senescence-related genes and downregulation of proapoptotic/mitosis-related genes. Gene expression findings were validated by immunohistochemistry and single-cell imaging. In vitro treatment of primary HRS cells with B-cell lymphoma 2 inhibitor, venetoclax, augmented the induction of apoptosis in HRS cells and other cells of the HL immune microenvironment. These findings support the further study of targeting apoptosis resistance as a potential approach to eliminate malignant HRS cells and dismantle inflammatory lesion formation in pediatric HL.