Clinical Evidence & Publications

Clinical Evidence & Publications

The Scientific and Clinical Foundation of PALM & Sen-SORE™

Featured Scientific Paper (June 2026)

The following peer-reviewed scientific paper outlines the clinical and biological rationale for the Sen-SORE™ platform, explaining how chronic inflammation (“inflammaging”) drives age-related decline in muscle, cognitive, and immune function, and how wearable mechanotherapy offers a scalable, non-pharmacological solution.

Bridging the Gap Between Subjective Pain and Objective Biomarkers: The Wearable Multi-Modal Biosensor Solution for “Inflammaging”
Jocelyn W. Cowie, Wellness Innovator & Clinical Researcher
Semi-Final Scientific Paper & Literature Review — June 2026

Abstract: Chronic inflammation (“inflammaging”) drives age-related decline in muscle, cognitive, and immune function. ABATE Qr Sen~SORE integrates PALM (Palpation, Acupressure, and Lymphatic Massage), a refined 40+ year hands-on empirically supported manual therapy. A future wearable biosensor platform, the ABATE Qr Sen~SORE probe will locate, measure, and treat unresolved inflammation (inflammaging) while delivering measurable improvements in muscle function, cognitive performance, and immune resilience via the BioAge app. It addresses the critical gap between subjective pain reporting and objective biomarkers, offering a scalable, non-pharmacological solution.

1. Introduction & The Clinical Challenge

Chronic pain, typically defined as pain persisting for more than 3 months, often involves maladaptive neuroplasticity and impaired descending modulation. This condition affects over 50 million individuals in the United States alone and contributes to disability, reduced quality of life, and increased healthcare utilization. Proper pain assessment requires distinguishing between acute and chronic pain, evaluating functional impairment, and using validated tools tailored to specific pain syndromes. Objective measurement remains elusive, but structured assessment enables more consistent treatment and improved outcomes [1].

Among older adults, persistent musculoskeletal pain is highly prevalent, with rates ranging from 40% to 60%. Musculoskeletal disorders are recognized as a significant threat to maintaining health in older age and have been associated with falls, frailty, depression, anxiety, sleep disturbance, reduced mobility, and impaired cognitive function [3].

2. Subjective Pain Reporting vs. Objective Measurement

Patients' self-report is the most common method for pain assessment, but it is highly subjective. Studies have found that nurses often underestimate the patients' most intensive experiences of pain due to communication barriers or limited diagnostic tools — a difference that is statistically significant [4]. This is especially true for individuals with advanced dementia who have communication impairments [5].

The origin of all pain is proposed to be inflammation and the inflammatory response [6]. Biochemicals associated with pain and inflammation are elevated near active myofascial trigger points [7]. Pain is intricately linked to inflammation, with chronic inflammation contributing to aging and systemic disease [8].

3. Mechanotherapy, Acupressure & Tissue Regeneration

Acupuncture and acupressure, known to improve blood flow and reduce inflammation, highlight the potential of non-drug interventions. Evidence suggests a central component to post-injury pain hypersensitivity [9]. Mechanotherapy, including massage and Intermittent Pneumatic Compression (IPC), shows promise for regenerating tissues and reducing inflammation [10]. Acupuncture points may be identified as cutaneous neurogenic inflammatory spots [11]. Intermittent Pneumatic Compression (IPC) enhances the formation of edema tissue channels, aiding in the evacuation of edema fluid and clearing cellular waste [12].

4. The Sen-SORE™ ABATE Qr Multi-Modal Solution

The ABATE Qr Sen~SORE platform uses a Palpation probe to sense sore spots. A series of stacked, medical-grade biosensors measures lowered Pain Pressure Threshold Tolerance (PPTs), galvanic skin response (GSR), and localized temperature differentials. These metrics show expected differences between inflamed or injured sites and healthy comparative sites, allowing objective physiological data to be captured, compared, and analyzed. The future integration of skin-interfaced microfluidic systems will utilize sweat as a diagnostic biofluid [13]. The role of gamification has been shown to improve health-related outcomes, including pediatric self-care [14].

5. Geroscience & “Inflammaging”

Human aging is characterized by a chronic, low-grade inflammation termed “inflammaging.” Inflammaging is a highly significant risk factor for both morbidity and mortality in the elderly, as most if not all age-related diseases share an inflammatory pathogenesis [17]. Pharmaceutical options for treating chronic pain in older adults tend to be only partially effective and associated with important side effects. Safe, non-pharmacological manual therapies like PALM play an important role in reducing costs and providing a safe, natural, scalable solution [15][16].

6. References

  1. Alexander M. Dydyk; Sundeep Grandhe. Pain Assessment. StatPearls Publishing, 2024.
  2. Baltej Singh; Amandeep Goyal; Bhupendra C. Patel. C-Reactive Protein: Clinical Relevance and Interpretation. StatPearls Publishing, 2025.
  3. Travis P. Welsh, Ailing E. Yang, Una E. Makris. Musculoskeletal Pain in Older Adults: A Clinical Review. Med Clin North Am, 2021.
  4. Hovi, Lauri. Patients' and nurses' assessment of cancer pain.
  5. Nansi Felton, Jennifer S. Lewis, et al. Pain Assessment for Individuals with Advanced Dementia in Care Homes: A Systematic Review.
  6. Sota Omoigui. The biochemical origin of pain: Proposing a unifying law of pain.
  7. Jay P. Shah, Jerome V. Danoff, et al. Biochemicals associated with pain and inflammation are elevated near active myofascial trigger points.
  8. Paola Lucia Minciullo, et al. Inflammaging and Anti-Inflammaging: The Role of Cytokines in Extreme Longevity. 2015.
  9. C. J. Woolf. Evidence for a central component of post-injury pain hypersensitivity.
  10. Hae Young Chung, et al. The molecular inflammatory process in aging.
  11. Do-Hee Kim, et al. Acupuncture points can be identified as cutaneous neurogenic inflammatory spots.
  12. Marzanna Zaleska, et al. Intermittent Pneumatic Compression Enhances Formation of Edema Tissue Fluid Channels in Lymphedema.
  13. Da Som Yang, Roozbeh Ghaffari, John A. Rogers. Skin-interfaced microfluidic systems. Science, 2023.
  14. Brian A. Primack, et al. Role of Video Games in Improving Health-Related Outcomes.
  15. Anthony F. Domenichiello, Christopher E. Ramsden. The silent epidemic of chronic pain in older adults.
  16. Claudio Franceschi, Judith Campisi. Chronic inflammation (inflammaging) and its potential contribution to age-associated diseases.

Academic & Clinical Publications

Year Publication / Presentation Title Co-Authors / Research Partners Venue / Journal
2024 Remote Wearable Sensor for Pain Biosignature Algorithm Jocelyn W. Cowie (PI) US Association for the Study of Pain (USASP), Journal of Pain (Vol. 25, p. 36)
2023 Mechanotherapy for Inflammation & Pain Relief (NIH HEAL Travel Award) Jocelyn W. Cowie (PI) NIH HEAL Initiative® Investigator Meeting, Bethesda MD
2022 PALM for Inflammation & Pain Relief (Workshop Abstract 20203) Tina J. Wang MD, Kyra De Coninck PhD International Fascia Research Congress (FRC)
2019 Visualizing Pain: Wearable Sensor Diagnostics Jocelyn W. Cowie iPain Living Magazine (Core Feature Article)
2018 Visualizing Pain in Children: Self-Guided Pediatric Care Jocelyn W. Cowie American Pain Society AGM Journal
2012 A Multimodal Biosensor to Measure Soft Tissue Pain and Myofascial Trigger Points Reviewed by Dr. Geoffrey Bove Fascia Congress 3 (Thesis Grant MTABC)

Government Research Grants & Funding

Funding Agency Grant Type / Project Title Role Status
National Research Council (NRC-IRAP) Industrial Research Assistance Program (5 Consecutive Grants) Principal Investigator Completed & Validated
Federal IRAP Accelerated Technology Transfer & Wearable Biosensor Development (4 Grants) Principal Investigator Completed & Validated
Mitacs Canada Collaborative Academic-Industry Research Grant (Simon Fraser University) Industrial Partner (ASSESSx) Completed
Insurance Corporation of BC (ICBC) Whiplash & Soft Tissue Injury Recovery Clinical Trial (SFU Milner Lab) Clinical Investigator Completed

Partner in Clinical Research

We are actively seeking clinical trial partners, academic research collaborators, and healthcare distributors for the next phase of Sen-SORE™ testing.