Pain Management Commons^™

Artificial Intelligence And Machine Learning In Cancer Pain: A Systematic Review, Vivian Salama, Brandon Godinich, Yimin Geng, Laia Humbert-Vidan, Laura Maule, Kareem A Wahid, Mohamed A Naser, Renjie He, Abdallah S R Mohamed, Clifton D Fuller, Amy C Moreno

Faculty, Staff and Student Publications

Background/objectives: Pain is a challenging multifaceted symptom reported by most cancer patients. This systematic review aims to explore applications of artificial intelligence/machine learning (AI/ML) in predicting pain-related outcomes and pain management in cancer.

Methods: A comprehensive search of Ovid MEDLINE, EMBASE and Web of Science databases was conducted using terms: "Cancer," "Pain," "Pain Management," "Analgesics," "Artificial Intelligence," "Machine Learning," and "Neural Networks" published up to September 7, 2023. AI/ML models, their validation and performance were summarized. Quality assessment was conducted using PROBAST risk-of-bias andadherence to TRIPOD guidelines.

Results: Forty four studies from 2006 to 2023 were included. Nineteen studies used …

Nerve Injury Inhibits Oprd1 And Cnr1 Transcription Through Rest In Primary Sensory Neurons, Ashok Subedi, Asieh Etemad, Aadhya Tiwari, Yuying Huang, Biji Chatterjee, Samantha M Mcleod, Yungang Lu, Diangelo Gonzalez, Krishna Ghosh, Mario Sirito, Sanjay K Singh, Elisa Ruiz, Sandra L Grimm, Cristian Coarfa, Hui-Lin Pan, Sadhan Majumder

Faculty, Staff and Students Publications

The transcription repressor REST in the dorsal root ganglion (DRG) is upregulated by peripheral nerve injury and promotes the development of chronic pain. However, the genes targeted by REST in neuropathic pain development remain unclear. The expression levels of four opioid receptor genes (Oprm1, Oprd1, Oprl1 and Oprk1) and the cannabinoid CB1 receptor (Cnr1) gene in the DRG regulate nociception. In this study, we determined the role of REST in controlling their expression in the DRG induced by spared nerve injury (SNI). SNI induced chronic pain hypersensitivity in wild-type mice and was accompanied by increased levels of Rest transcript and …

Use Of Peripheral Nerve Blocks For Total Hip Arthroplasty, Leon Grinman, Brett Elmore, Alberto E Ardon, Adnan Hussain, Mohammed Faysal Malik, Nadia Hernandez, Mackenzie Janice Jacoby

Faculty, Staff and Student Publications

Purpose of review: The purpose of this review is to summarize the recent literature regarding regional anesthesia (RA) techniques and outcomes for total hip arthroplasty (THA) in the face of changing surgical techniques and perioperative considerations.

Recent findings: Based on large meta-analyses, peripheral nerve blocks are indicated for THA. Each block has its own risks and benefits and data for outcomes for particular techniques are limited. New surgical techniques, improved use of multimodal analgesia, and improved ultrasound guided regional anesthetics lead to better pain control for patients undergoing THA with less associated risks. Block selection continues to be influenced by …

Methods For Pragmatic Randomized Clinical Trials Of Pain Therapies: Immpact Statement, David Hohenschurz-Schmidt, Dan Cherkin, Andrew S C Rice, Robert H Dworkin, Dennis C Turk, Michael P Mcdermott, Matthew J Bair, Lynn L Debar, Robert R Edwards, Scott R Evans, John T Farrar, Robert D Kerns, Michael C Rowbotham, Ajay D Wasan, Penney Cowan, Mckenzie Ferguson, Roy Freeman, Jennifer S Gewandter, Ian Gilron, Hanna Grol-Prokopczyk, Smriti Iyengar, Cornelia Kamp, Barbara I Karp, Bethea A Kleykamp, John D Loeser, Sean Mackey, Richard Malamut, Ewan Mcnicol, Kushang V Patel, Kenneth Schmader, Lee Simon, Deborah J Steiner, Christin Veasley, Jan Vollert

Faculty, Staff and Student Publications

Pragmatic, randomized, controlled trials hold the potential to directly inform clinical decision making and health policy regarding the treatment of people experiencing pain. Pragmatic trials are designed to replicate or are embedded within routine clinical care and are increasingly valued to bridge the gap between trial research and clinical practice, especially in multidimensional conditions, such as pain and in nonpharmacological intervention research. To maximize the potential of pragmatic trials in pain research, the careful consideration of each methodological decision is required. Trials aligned with routine practice pose several challenges, such as determining and enrolling appropriate study participants, deciding on the …

Providing End-Of-Life Counseling: A Narrative Inquiry, Carol Hecht, Sibyl West

Adultspan Journal

This qualitative study aimed to address the gap in the research related to end-of-life counseling by exploring the experiences of counselors working with clients at end of life. While counseling literature and education are lacking regarding end of life, many counselors will work alongside clients approaching death. The purpose of this study was twofold: (a) to better understand the nuanced experiences of counselors providing end-of-life counseling and (b) to explore the supports and preparations helpful for counselors to provide end-of-life counseling. A narrative approach, using the Listening Guide (Gilligan, 2015), was employed to analyze and present the stories of three …

Considerations Of Medicare Telehealth Services With Older Adults, Sonah Kho, Amanda Dediego

Adultspan Journal

The onset of the COVID-19 pandemic set in motion a rapid expansion of mental health services offered via telehealth. With this rapid expansion came the need to examine how policy and practice should be shaped in a future where telehealth is considered common in counseling practice. For counselors to understand how to support older adult clients in using telehealth services, they must understand telehealth policy. Following the eligibility of licensed counselors to participate in Medicare, counselors need to stay abreast of regulatory changes regarding restrictions and regulations on use of telehealth for mental and behavioral health services, including video and …

Psychosocial Outcomes Of Pain And Pain Management In Adults With Osteogenesis Imperfecta: A Qualitative Study, Whitney S Shepherd, Andrew D Wiese, Hannah E Cho, W Conor Rork, M Usman Baig, Kristin M Kostick, Dianne Nguyen, Erin M Carter, Members Of The Bbdc, Chaya N Murali, Marie-Eve Robinson, Sophie C Schneider, Brendan Lee, V Reid Sutton, Eric A Storch

Faculty, Staff and Students Publications

Objectives

Osteogenesis imperfecta (OI) is a genetic disorder characterized by bone fragility and fractures, short stature, dental abnormalities, hearing loss, scoliosis, and chronic pain. Despite a growing literature on the functional outcomes of OI, limited research has explicitly examined the psychosocial outcomes of pain within OI.

Methods

Adults with OI (N=15) were interviewed to understand pain-related experiences through a thematic analysis of semi-structured interview data. Research team members, genetic research experts, and OI clinicians developed an interview guide focused on topics related to pain and mental health challenges. Participants’ transcripts were coded by two independent coders; codes were then merged …

Spinal Cord Stimulator Implantation For Complex Regional Pain Syndrome In Patient With Extensive Vertebral Surgical History: A Case Report, Munfarid A Zaidi, Mily Talati, Krishna Shah

Faculty, Staff and Students Publications

Spinal cord stimulation (SCS) has emerged as a novel therapeutic option for refractory complex regional pain syndrome (CRPS). However, SCS placement is often complicated by a prior history of surgical manipulation and hardware implantation along the spinal column. Through this case exploration, we aim to expand the technical approach to SCS implantation in CRPS and encourage further research into innovative approaches for this treatment modality. Our patient is a 61-year-old female with a past medical history of bilateral C7 cervical pedicle fracture status and extensive surgical manipulation, including cervical laminectomy and hardware placement along the cervical spine. The development of …

Examining The Effects Of Post-Traumatic Self-Blame And Shame On Response To Laboratory-Induced Pain, Adi Rosenthal

Electronic Theses and Dissertations

Extant research has made clear the link between self-criticism and engagement in non-suicidal self-injury (NSSI). As posited by the Defective Self Model of NSSI, individuals who experience feelings of self-hatred may perceive pain as deserved and engage in NSSI (Burke et al., 2021). Individuals exposed to interpersonal trauma are at higher risk of engaging in NSSI, and also frequently experience trauma-related self criticism, namely shame and self-blame. More work is needed; however, to understand how self-critical post-traumatic cognitions contribute to risk for NSSI engagement for interpersonal trauma survivors. The current study uses a combination of lab-induced pain and self-report measures …

Research Imitates Life: Researching Within Your Lived Experience, Bethany Donaghy, Delane Linkiewich

Patient Experience Journal

This personal narrative article seeks to bring awareness to and provide an overview of the various aspects that come with being a lived experience researcher including the host of benefits and challenges that come with conducting research within one's own area of lived experience. Throughout this narrative, we (Bethany Donaghy, an autistic person, and Delane Linkiewich a person living with chronic pain) share our perspectives on what it is like to be lived experience researchers. Our narratives discuss how the many identities we hold both improve the impact and relevance of our research while also posing challenges for us like …

Disability In Cluster Headache Is More Than Attack Frequency – Results From And Validation Of The English Version Of The Cluster Headache Impact Questionnaire (Chiq), Katharina Kamm, Andreas Straube, Mark Burish, Ruth Ruscheweyh

Faculty, Staff and Student Publications

BACKGROUND: Cluster headache (CH) is associated with high disability. The Cluster Headache Impact Questionnaire (CHIQ) is a short, disease-specific disability questionnaire first developed and validated in German. Here, we validated the English version of this questionnaire.

METHODS: The CHIQ was assessed together with nonspecific headache-related disability questionnaires in CH patients from a tertiary headache center and an American self-help group.

RESULTS: 155 active episodic and chronic CH patients were included. The CHIQ showed good internal consistency (Cronbach's α = 0.91) and test-retest reliability (ICC = 0.93, n = 44). Factor analysis identified a single factor. Convergent validity was shown by …

Utilising Discriminant Function Analysis (Dfa) For Classifying Osteoarthritis (Oa) Patients And Volunteers Based On Biomarker Concentration, Laura Jane Coleman, John L Byrne, Stuart Edwards, Rosemary O'Hara

Faculty, Staff and Student Publications

Osteoarthritis (OA) is a degenerative joint disease characterised by the breakdown of cartilage, causing pain, stiffness, and limited movement. Early diagnosis is crucial for effective management but remains challenging due to non-specific early symptoms. This study explores the application of Discriminant Function Analysis (DFA) to classify OA patients and healthy volunteers based on biomarker concentrations of Interleukin-6 (IL-6), Tumour necrosis factor-alpha (TNF-α), and Myeloperoxidase (MPO). DFA was employed to analyse biomarker data from 86 participants (58 patients, 28 volunteers) to evaluate the discriminatory power of these biomarkers in predicting OA. Significant differences were observed in MPO and TNF-α levels between …

Application Of An Opioid Risk Assessment Tool For Patients With Pain Presenting To The Emergency Department With Drug-Seeking Behaviors, Darian L. Stephens

Doctor of Nursing Practice Final Project Abstract

PURPOSE The purpose of this quality improvement project was to introduce the Screener and Opioid Assessment for Patients with Pain- Revised (SOAPP-R) tool to identify patients in the emergency department (ED) at risk for opioid abuse.

BACKGROUND The project was implemented in a 13-bed freestanding ED that can treat medical emergencies as well as provide substance abuse detoxification services.

METHODOLOGY A systematic approach that combined quantitative and qualitative data was used during the pre-implementation and implementation periods. The clinical staff was educated on the process of implementing the SOAPP-R tool. Those who were identified as at risk for opioid abuse …

Predictive Processing And Chronic Pain, Lydia Hurst

Scholarly Horizons: University of Minnesota, Morris Undergraduate Journal

Chronic pain is a common condition in which sufferers experience pain for over 3 months. The causes of chronic pain are often difficult to discern, as many cases are not associated with physical damage. A predictive processing (PP) perspective proposes that chronic pain results from the brain’s erroneous predictions derived from strong emotional and/or fearful reactions to pain. Individuals with anxiety disorders are more likely to react with fear to general stimuli, and therefore may be more likely to develop chronic pain under this model. The current healthcare model for this condition, which focuses on treating symptoms with pain-killers, displays …

Benefits Of Acceptance And Commitment Therapy (Act) For Chronic Pain, Maria Kleinstaeuber, Ashley Yaugher, Emily Roundy, Michael Levin

All Current Publications

Chronic pain is a common experience for people and can be difficult to manage. However, there are many evidence-based and effective psychological treatments for chronic pain to help people improve their lives. One of these is acceptance and commitment therapy, or ACT. ACT teaches how to accept pain and live a life full of meaning and quality, with pain. It helps individuals increase their quality of life through mindfulness-based methods, experiential processing, and a focus on values, goals, and actions. ACT has been shown to be effective in reducing pain and improving pain management and personal well-being. Consult the resources …

Stakeholder Involvement And Systematic Review Of Elements That Determine A Successful Return To Work For Injured Workers: A Scoping Review, Sundip Kaur Khosa, Wilma Jelley Professor

Internet Journal of Allied Health Sciences and Practice

Introduction: A healthy and sustainable return to work (RTW) for a worker after injury or illness has benefits for the worker, their family, the employer, and society.¹ For this research we used the following definition of RTW success; return to positive and meaningful work in a position or occupation not necessarily including all the aspects of the worker’s pre-injury or pre-illness functions or tasks. Purpose: The question behind this survey-based research was, What elements are perceived as essential, to ensure return to employment of injured or ill workers, by stakeholders with experience in the RTW process? Methods: A 32 …

Dyadic Yoga For Head And Neck Cancer Patients Undergoing Chemoradiation And Their Family Caregivers, Kathrin Milbury, David I Rosenthal, Yisheng Li, An Thuy Ngo-Huang, Smitha Mallaiah, Sania Yousuf, Clifton D Fuller, Carol Lewis, Eduardo Bruera, Lorenzo Cohen

Faculty, Staff and Student Publications

Objectives: Concurrent chemoradiation to treat head and neck cancer (HNC) may result in debilitating toxicities. Targeted exercise such as yoga therapy may buffer against treatment-related sequelae; thus, this pilot RCT examined the feasibility and preliminary efficacy of a yoga intervention. Because family caregivers report low caregiving efficacy and elevated levels of distress, we included them in this trial as active study participants.

Methods: HNC patients and their caregivers were randomized to a 15-session dyadic yoga program or a waitlist control (WLC) group. Prior to randomization, patients completed standard symptom (MDASI-HN) and patients and caregivers completed quality of life (SF-36) assessments. …

Risk Factors For Pediatric Ischemic Stroke And Intracranial Hemorrhage: A National Electronic Health Record Based Study, Stuart Fraser, Samantha M Levy, Amee Moreno, Gen Zhu, Sean Savitz, Alicia Zha, Hulin Wu

Faculty, Staff and Student Publications

BACKGROUND: Stroke is an important cause of morbidity in pediatrics. Large studies are needed to better understand the epidemiology, pathogenesis and risk factors associated with pediatric stroke. Large administrative datasets can provide information on risk factors in perinatal and childhood stroke at low cost. The aim of this hypothesis-generating study was to use a large administrative dataset to assess for prevalence and odds-ratios of rare exposures associated with pediatric stroke.

METHODS: The data for patients aged 0-18 with a diagnosis of either ischemic stroke or intracranial hemorrhage were extracted from the Cerner Health Facts EMR Database from 2000 to 2018. …

Determinants Of Implementation For Group Medical Visits For Patients With Chronic Pain: A Systematic Review, Isabel Roth, Malik Tiedt, Carrie Brintz, Ariana Thompson-Lastad, Gayla Ferguson, Erum Agha, Jennifer Holcomb, Paula Gardiner, Jennifer Leeman

Faculty, Staff and Student Publications

BACKGROUND: Despite the critical need for comprehensive and effective chronic pain care, delivery of such care remains challenging. Group medical visits (GMVs) offer an innovative and efficient model for providing comprehensive care for patients with chronic pain. The purpose of this systematic review was to identify barriers and facilitators (determinants) to implementing GMVs for adult patients with chronic pain.

METHODS: The review included peer-reviewed studies reporting findings on implementation of GMVs for chronic pain, inclusive of all study designs. Pubmed, EMBASE, Web of Science, and Cochrane Library were searched. Studies of individual appointments or group therapy were excluded. The Mixed …

Long-Term Physical And Emotional Functioning In Children Following Intensive Interdisciplinary Pain Treatment For Amplified Pain Syndrome, Sabrina Ung, Jacqueline Pabis Phd, Jenny Scheurich Phd, Dustin Wallace Phd

Research Days

The current study aimed to examine the efficacy of pediatric interdisciplinary pain treatment (IIPT) several years after treatment completion by exploring mean-level changes of physical and mental health functioning pre-intervention, post-intervention, and at follow-up 2 to 6 years after IIPT completion.

Exploring The Role Of Pain On Physical Activity Among Youth With Acute Lymphoblastic Leukemia Using The Biopsychosocial Model, Anna E. Van Asselt, Renee Gilbert, Meghan Tokala, Jacee Weber, Meredith L. Dreyer Gillette, Robert C. Gibler, Carolyn R. Bates, Keith August

Research Days

The Role of Pain on Physical Activity in Pediatric ALL

Keywords: Biopsychosocial model, pediatric Acute Lymphoblastic Leukemia, pain, physical activity

Introduction: Engaging in physical activity (PA) during cancer treatment benefits a child’s physical and mental well-being (McLaughlin et al., 2021). However, engaging in PA may be challenging due to treatment and disease-related pain (Uhl et al., 2020). Pediatric cancer research has primarily focused on management of procedural and chronic pain, with fewer studies examining how pain may interfere with PA during treatment (Clews et al., 2022). The current study qualitatively investigated the impact of pain on PA using a …

Parents’ Perception Of An Intensive Interdisciplinary Pain Treatment For Amplified Pain Syndrome, Jacqueline Pabis Phd, Sabrina Ung Ma, Jenny Scheurich Phd, Dustin Wallace Phd

Research Days

This study examines overall parent satisfaction with Intensive interdisciplinary pain treatment for youth with amplified pain syndrome. Additionally, it evaluates the relationship between parent-provider communication and satisfaction, as well as with perceived child outcomes.

Peripheral Nerve Stimulation Of The Shoulder: A Technical Primer, Sailesh Arulkumar, Elisa E. Neuchat, Eric Ly, Austin Ingwei Ly, Kiana Fahimipour, Mehul J. Desai

School of Medicine Faculty Publications

Scapulalgia or shoulder pain accounts for 16% of all musculoskeletal complaints in the healthy adult population and becomes more common as we age. When this pain exceeds 3 months in duration, it is deemed to be chronic, and typically treated in an escalating manner. Spanning a continuum of conservative and non-conservative measures, chronic shoulder pain treatments range from rest and physical therapy to surgery. Since each patient presents with a unique spectrum of symptoms a customized treatment plan is often required. Over the lifetime of many of these patients, a variety of treatment options are required. One of these treatment …

Emotion Regulation Strategies And Perceived Emotional Intelligence: The Effect Of Age., Iwanna Sepiadou

Adultspan Journal

The aim of this study was to investigate the relationship between perceived emotional intelligence and the reported use of cognitive reappraisal and expressive suppression. We also investigated the possible effects of age on the aforementioned variables. The total sample consisted of 379 people (158 men, 220 women, 1 unreported). Across participants, 273 were young (20-39 years old) and 106 were middle-aged (40-65 years old). We found statistically significant positive correlations between the dimensions of perceived emotional intelligence and the reported use of cognitive reappraisal and negative primarily correlations between the dimensions of perceived emotional intelligence and the reported use of …

Adapting And Evaluating A Theory-Driven, Non-Pharmacological Intervention To Self-Manage Pain, Jennifer Kawi, Chao Hsing Yeh, Lauren Grant, Johannes Thrul, Hulin Wu, Paul J Christo, Lorraine S Evangelista

Faculty, Staff and Student Publications

BACKGROUND: The existing literature has limited detail on theory-driven interventions, particularly in pain studies. We adapted Bandura's self-efficacy framework toward a theory-driven, non-pharmacological intervention using auricular point acupressure (APA) and evaluated participants' perceptions of this intervention on their pain self-management. APA is a non-invasive modality based on auricular acupuncture principles.

METHODS: We mapped our study intervention components according to Bandura's key sources of self-efficacy (performance accomplishments, vicarious experience, verbal persuasion, and emotional arousal) to facilitate the self-management of pain. Through a qualitative study design, we conducted virtual interviews at one and three months after a 4-week APA intervention among 23 …

Mortality In Medicine, Maren Dougherty

Honors Projects

Practitioners in the medical field attend to health issues across one’s lifespan from birth to death and everything in between. A common conflict in today’s practice of medicine is establishing the true function of medicine. The complete reliance on medicine to ward off death proliferates the biomedicalization of natural life processes, like death. Biomedicalization is the process in which medical authority and its accompanying technology begin to control other aspects of daily life. With medicine’s ultimate goal being to cure disease and fight death, it interferes with the inevitability of human mortality. End-of-life treatment can be taken too far without …

The Benefits And Risks Of Pudendal Nerve Block And Dorsal Root Ganglion Stimulation In Pudendal Neuralgia, Pooja A. Patel

Rowan-Virtua Research Day

Context: Pudendal neuralgia is a chronic neuropathic pain syndrome worsening throughout daily activities. Although temporarily relieved when standing or lying down, it is often misdiagnosed, improperly treated, and/or refractory to treatment leading to a negative impact on quality of life. The lack of research in proper diagnosis and interventional management (such as dorsal root ganglion stimulation (DRGS) and pudendal nerve block) further contributes to the delay in relief from the chronic pain. Objective: The goal of this scoping review is to assess if research exists on benefits and risks of pudendal nerve block and dorsal root ganglion and …

A Study Of Mental Health Conditions Among Elite Level Athletes, Sawyer Magnett

Senior Honors Theses

This paper examines the effects of stigmatization on elite level athletes’ mental health and overall wellbeing. Within this study, elite level athletes will be defined as those that participate in collegiate programs and the levels beyond that. Stigma is generally defined as negative beliefs towards a particular group of people or a state of being. When stigma is prevalent within athletic settings, many athletes tend to be silent about the struggles they face daily. Stigma is manifested either publicly or personally in the arena of elite level athletics due to preconceived notions within this demographic. Through close examination of current …

Effects Of Adverse Childhood Experiences On Predicting Patient Pain Outcomes Later In Life, Melissa Lowry

Honors Scholar Theses

For centuries, pain and pain management has been a driving force in the world of healthcare. Industries continue to strive for a deeper understanding of the mechanisms behind pain sensitivities as well as the best interventions available to overcome these mechanisms. While many of the underlying mechanisms remain unclear, recent research suggests a possible correlation between one’s personal experiences early in life and their perceptions of pain later in adulthood. The Adverse Childhood Experiences (ACEs) Questionnaire, designed and published in 1998, consists of 10 measures of childhood trauma that can inform healthcare providers of individuals who may require trauma-informed care …

Biopsychosocial Management Of Long Covid Fibromyalgia: Lessons From The Penn Medicine Lancaster General Health Fibromyalgia Program, Joseph Harrison, Dennis Given Psy.D.

The Journal of Integrated Primary Care

The COVID-19 pandemic has increased the prevalence of chronic health concerns worldwide, leading to a new population of patients suffering from Long Covid. Patients with Long Covid often experience persistent symptoms impacting multiple organ systems, including neuroimmune and neurological manifestations. Recently, attention has grown toward Long Covid patients developing chronic widespread pain similar to fibromyalgia. Fibromyalgia is a nociplastic pain disorder characterized by widespread pain and central sensitization with fatigue, sleep disturbances, and impairments in cognitive functioning. Given the nascent and limited research exploring new treatment options, patients need support now from biopsychosocial multi-modal pain management strategies. The Fibromyalgia Program …