NSRI™ Clinical Evidence & Framework Reference

NSRI™ Evidence Base
& Framework Reference

The complete clinical and scientific foundation for the Neurologic Stress & Recovery Index™ — the first validated pre-surgical brain resilience assessment. 75+ peer-reviewed references. Developed by Sandra Bargeron, PA-C, CAA.

75+Peer-Reviewed References
1037+Assessments Completed
V2.2Current NSRI™ Version
March 2026Data Current As Of

What Is the NSRI™?

The Neurologic Stress & Recovery Index™ (NSRI™) quantifies the brain’s capacity to absorb and recover from neurologic stressors — measuring reserve and recovery dynamics before injury occurs.

The NSRI™ is the first validated pre-surgical assessment tool designed to measure perioperative brain resilience. It was developed by Sandra Bargeron, PA-C, CAA — a licensed physician assistant and Certified Anesthesiologist Assistant with 22 years of clinical experience and 10,000+ anesthesia cases.

Current Standard of CareBeyond Brain Health / NSRI™
Drug-focused outcomesBrain-state focused outcomes
Post-event reactionPre-event measurement and optimization
Anesthesia as isolated neutral eventAnesthesia as neurologic stress exposure
Cognitive decline as acceptable trade-offCognitive decline as modifiable risk
Passive patient roleEmpowered patient with personalized optimization
Standardized protocols for all patientsTerrain-based assessment with individualized pathways
“Surgery doesn’t create vulnerabilities. It reveals them.”
— Sandra Bargeron, PA-C, CAA

NSRI™ Population Data

Data current as of March 5, 2026. 1037 completed assessments | 1,230+ in progress | Research window closes March 12, 2026. Statistics will be updated with final dataset.
1037+
Completed Assessments
65.8
Mean Final Score (out of 100)
32.3%
Scored Low or Critical (≤60)
0.292
Mean Bottleneck Index

Score Distribution

Score BandCount% of CompletersClinical Interpretation
Critical (0–40)425.0%Immediate optimization recommended
Low (41–60)22827.2%Significant optimization opportunity
Moderate (61–80)44653.3%Targeted improvements available
Strong (81–100)12114.5%Well-optimized neurologic reserve

32.3% of completers scored in the Low or Critical range. These individuals have the highest modifiable opportunity. 45.2% carry a Bottleneck Index above 0.25 — meaning historical vulnerability is compressing their score regardless of current lifestyle factors.

Top Modifiable Vulnerabilities — Ranked by Weakness

1
Exercise Frequency (D4 Lifestyle)
38% rarely or never exercise; 9% unable to exercise
53.1%
2
Sleep Quality (D3 Sleep)
Only 9.4% report restorative sleep; 42% fragmented or poor
53.5%
3
Hydration (D4 Lifestyle)
41% drink fewer than 5 glasses per day; 15% under 3 glasses
56.2%
4
Cholesterol Management (D1 Cardiometabolic)
24.5% uncontrolled or untreated; 5.6% never tested
59.6%
5
Weight Status (D1 Cardiometabolic)
Significant overweight and obesity prevalence across cohort
65.2%
6
Daily Activity Level (D4 Lifestyle)
Many report mostly sedentary days outside structured exercise
65.8%
7
Mood & Anxiety (D5 Brain/Social)
~27% experience moderate to severe symptoms
73.1%
8
Pre-Surgical Sleep (D3 Sleep)
Stress-related sleep disruption common in pre-surgical population
68.4%

The Five Scored Domains

The NSRI™ scores five modifiable neurologic reserve domains on a 0–100 scale. Each domain captures a distinct category of brain resilience factors that can be measured and strengthened before surgery.

D1
Cardiometabolic Health
76.8% of max · 16.9 / 22 pts
Cardiovascular and metabolic reserve factors including blood pressure, glucose regulation, cholesterol management, and weight status.
D2
Medication & Pain Burden
83.7% of max · 16.7 / 20 pts
Pharmacologic load, anticholinergic burden, benzodiazepine use, polypharmacy, and chronic pain impact on neurologic resilience.
D3
Sleep & Circadian Health
76.4% of max · 13.8 / 18 pts
Sleep quality, duration, circadian rhythm integrity, and restorative sleep capacity. Only 9.4% of completers report truly restorative sleep.
D4 — Weakest Domain
Lifestyle
76.3% of max · 13.7 / 18 pts
Physical activity, hydration, nutritional status, and modifiable lifestyle factors. 38% of completers rarely or never exercise.
D5
Brain & Social Health
80.0% of max · 14.4 / 18 pts
Cognitive engagement, social connection, mental health, hearing health, and brain reserve indicators.

Score Interpretation Bands

Score RangeBandClinical Meaning
81–100Strong ResilienceWell-optimized neurologic reserve
61–80Moderate ResilienceSome depleted domains; targeted optimization available
41–60Low ResilienceSignificant neuro-resilience depletion; intervention recommended
0–40CriticalImmediate optimization recommended before any surgical event

The Bottleneck Index™

The Bottleneck Index™ captures non-modifiable or historical vulnerability factors — such as head injury history, prior neurologic events, and surgical history — that constrain the brain’s recovery capacity even when modifiable domain scores are strong.

45.2%
Carry Bottleneck Index > 0.25
17.3%
Carry Bottleneck Index > 0.50
98.4%
Have at least one Bottleneck factor
0.292
Mean Bottleneck Index across cohort

Bottleneck Components — Population Findings

66.9%
TBI / Head Injury History
Mean penalty: 0.074 · Non-modifiable
65.9%
Prior Anesthesia Exposure
Mean penalty: 0.027 · Non-modifiable
51.1%
Family History of Dementia
Mean penalty: 0.057 · Genetic
33.0%
Prior Surgical Delirium
Mean penalty: 0.066 · Non-modifiable
32.0%
Prior Anesthesia Reactions
Mean penalty: 0.031 · Non-modifiable
20.4%
Connective Tissue / Autonomic
Mean penalty: 0.017 · Partially modifiable
20.3%
Functional Frailty
Mean penalty: 0.016 · Partially modifiable
9.1%
Cancer Treatment History
Mean penalty: 0.004 · Non-modifiable

67% of this population carries TBI/head injury history — the single largest Bottleneck contributor. This is not a self-selected trauma population. It represents the general pre-surgical population. This population needs the NSRI™ before their anesthesiologist meets them.

The HARP™ Framework

HARP™ — Holistic Anesthesia Recovery & Preparation — is the first clinical application module built on the NSRI™ platform. It translates NSRI™ findings into a four-step optimization framework. HARP™ is a framework, not a protocol.

StepHARP StringWhat It Does
HHealth AssessmentUse the NSRI™ to measure baseline neurologic resilience across five domains and identify specific modifiable bottlenecks.
AAddress ExposuresReduce the environmental and physiologic burdens that weaken neurologic reserve. Identify and mitigate modifiable stressors.
RResilience BuildingIntroduce targeted protocols to strengthen identified weak domains and build neurologic reserve before the surgical event.
PPost-Surgical ProtectionImplement recovery strategies to support the brain’s return to baseline and accelerate cognitive function restoration after surgery.

About Sandra Bargeron, PA-C, CAA

Credential / RoleDetail
Full NameSandra Bargeron, PA-C, CAA
CredentialsPA-C (Physician Assistant—Certified), CAA (Certified Anesthesiologist Assistant)
Clinical Experience22+ years; 16 years as a Certified Anesthesiologist Assistant; 10,000+ anesthesia cases
RoleFounder & CEO, Beyond Brain Health; Developer, NSRI™; Author, Break Through Anesthesia Fog (April 2026)
Websitesbeyondbrainhealth.com  |  afteranesthesia.com
Social Reach~211,000 followers (Instagram 97.2K, Facebook 73.9K, TikTok 40K)
Email Audience10,000+ subscribers

Credential authority: Sandra Bargeron is not a wellness influencer proposing a brain health framework. She is a licensed clinical provider with direct anesthesia experience who built an evidence-based assessment tool from inside the operating room. Her CAA credential makes NSRI™ an insider observation, not an outsider critique.

“A stress test for your brain.”
— Sandra Bargeron, PA-C, CAA · beyondbrainhealth.com

Complete Reference Library

75+ peer-reviewed references support the NSRI™ framework. All citations verified via PubMed or primary source. Organized by NSRI™ domain. Current as of March 2026.

Verification status: All 75 references confirmed [VERIFIED] or [VERIFIED — LANDMARK] as of March 2026. Zero outstanding flags.

A. Foundational Framework — Lancet Commissions on Dementia
  • 1. Livingston G, Huntley J, Liu KY, et al. Dementia prevention, intervention, and care: 2024 report of the Lancet standing Commission. Lancet. 2024;404(10452):572-628. doi:10.1016/S0140-6736(24)01296-0→ 14 modifiable risk factors account for ~45% of dementia cases worldwide Landmark
  • 2. Livingston G, Huntley J, Sommerlad A, et al. Dementia prevention, intervention, and care: 2020 report of the Lancet Commission. Lancet. 2020;396(10248):413-446. doi:10.1016/S0140-6736(20)30367-6 Landmark
  • 3. Livingston G, Sommerlad A, Orgeta V, et al. Dementia prevention, intervention, and care. Lancet. 2017;390(10113):2673-2734. doi:10.1016/S0140-6736(17)31363-6 Landmark
B. Perioperative Neuroscience — POCD, Delirium, Nomenclature (Refs 4–21)
  • 4. Evered L, Silbert B, Knopman DS, et al.; Nomenclature Consensus Working Group. Recommendations for the nomenclature of cognitive change associated with anaesthesia and surgery—2018. Br J Anaesth. 2018;121(5):1005-1012. doi:10.1016/j.bja.2017.11.087Landmark
  • 5. Mahanna-Gabrielli E, Schenning KJ, Eriksson LI, et al. State of the clinical science of perioperative brain health: ASA Brain Health Initiative Summit 2018. Br J Anaesth. 2019;123(4):464-478. doi:10.1016/j.bja.2019.07.004Verified
  • 6. Vlisides P, Bhattacharya S. Prevalence of postoperative neurocognitive disorders in older non-cardiac surgical patients. Maturitas. 2025;194:108148. doi:10.1016/j.maturitas.2025.108148→ POCD prevalence: 23% at day 7, 16% at 1 month, 10% at 3 months, 3% at 1 yearVerified
  • 7. Taffett NT, Browndyke JN, Engelman DT. Peri-Operative Risk Factors Associated with POCD: An Umbrella Review. J Clin Med. 2023;12(4):1610. doi:10.3390/jcm12041610→ 73 risk factors identified; age consistently strongest predictorVerified
  • 8–9. Price CC et al. Anesthesiology 2008; Kapoor I et al. Indian J Crit Care Med 2019 — POCD prevalence and mechanisms.Verified
  • 10. Inouye SK, Westendorp RG, Saczynski JS. Delirium in elderly people. Lancet. 2014;383(9920):911-922. doi:10.1016/S0140-6736(13)60688-1→ Prior delirium is strongest predictor of future deliriumLandmark
  • 11. Marcantonio ER. Postoperative delirium: a 76-year-old woman with delirium following surgery. JAMA. 2012;308(1):73-81. doi:10.1001/jama.2012.6857Landmark
  • 12. Marcantonio ER. Delirium in Hospitalized Older Adults. N Engl J Med. 2017;377(15):1456-1466. doi:10.1056/NEJMcp1605501Landmark
  • 13. Oh ES, Fong TG, Hshieh TT, Inouye SK. Delirium in Older Persons: Advances in Diagnosis and Treatment. JAMA. 2017;318(12):1161-1174. doi:10.1001/jama.2017.12067Landmark
  • 14–16. Silva AR et al. Int J Surg 2021; Scholz AFM et al. JAMA Netw Open 2023; Avelino-Silva TJ et al. BMC Geriatr 2014 — Delirium risk factors and geriatric assessment.Verified
  • 17–20. Aldecoa C et al. Eur J Anaesthesiol 2017 (ESA guidelines); Hughes CG et al. Anesth Analg 2020 (ASER/POQI consensus); Rudolph JL et al. 2011; Mohanty S et al. 2016 (ACS/AGS geriatric surgical best practices).Verified
  • 21. APSF Brain Health Patient Safety Priority Advisory Group. Perioperative Brain Health and Postoperative Delirium Prevention. Anesthesia Patient Safety Foundation. 2024. apsf.orgVerified
C. Traumatic Brain Injury — H2 History Section (Refs 22–28)
  • 22. Gu D, Ou S, Liu G. TBI and Risk of Dementia: A Systematic Review and Meta-Analysis. Neuroepidemiology. 2022;56(1):4-16. doi:10.1159/000520966→ TBI OR 1.81 for dementia (95% CI 1.53–2.14)Verified
  • 23. Gardner RC, Bahorik A, Kornblith ES, et al. Systematic Review & Meta-Analysis of Dementia Associated With TBI. J Neurotrauma. 2023;40(7-8):620-634. doi:10.1089/neu.2022.0041→ TBI associated with ~70% increased dementia riskVerified
  • 24. Barnes DE, Byers AL, Gardner RC, et al. Does Mild TBI Increase the Risk for Dementia? J Alzheimers Dis. 2020;77(2):757-775. doi:10.3233/JAD-200662→ mTBI OR 1.96 for dementiaVerified
  • 25–26. Li Y et al. PLoS One 2017 (meta-analysis 32 studies); Fann JR et al. Lancet Psychiatry 2018 (Danish population cohort).Verified
  • 27–28. Corrigan JD & Bogner J. J Head Trauma Rehabil 2007 & 2009 — Ohio State University TBI Identification Method validation (used in H2 questions).Verified
D. Neurological Conditions & Cognitive Reserve (Refs 29–30)
  • 29. Stern Y. Cognitive reserve in ageing and Alzheimer’s disease. Lancet Neurol. 2012;11(11):1006-1012. doi:10.1016/S1474-4422(12)70191-6→ Foundational cognitive reserve theory; education as modifiable dementia risk factorLandmark
  • 30. Petersen RC, Lopez O, Armstrong MJ, et al. Practice guideline update: Mild cognitive impairment. Neurology. 2018;90(3):126-135. doi:10.1212/WNL.0000000000004826Verified
E. Hormonal Transitions — H8 History Section (Refs 31–33)
  • 31. Maki PM, Henderson VW. Cognition and the menopause transition. Menopause. 2016;23(7):803-805. doi:10.1097/GME.0000000000000681Verified
  • 32. Weber MT, Maki PM, McDermott MP. Cognition and mood in perimenopause: A systematic review and meta-analysis. J Steroid Biochem Mol Biol. 2014;142:90-98. doi:10.1016/j.jsbmb.2013.06.001Verified
  • 33. The NAMS 2022 Hormone Therapy Position Statement Advisory Panel. The 2022 hormone therapy position statement of The Menopause Society. Menopause. 2022;29(7):767-794. doi:10.1097/GME.0000000000002028Verified
F. Connective Tissue / Autonomic Disorders — H9 (Refs 34–38)
  • 34. Castori M, Voermans NC. Neurological manifestations of Ehlers-Danlos syndrome(s). Iran J Neurol. 2014;13(4):190-208.Verified
  • 35. Hakim A, O’Callaghan C, De Wandele I, et al. Cardiovascular autonomic dysfunction in EDS-Hypermobile type. Am J Med Genet C. 2017;175(1):168-174. doi:10.1002/ajmg.c.31543Verified
  • 36. Chopra P, Tinkle B, Hamonet C, et al. Pain management in the Ehlers-Danlos syndromes. Am J Med Genet C. 2017;175(1):212-219. doi:10.1002/ajmg.c.31554→ Local anesthetic resistance documented in EDS populationsVerified
  • 37–38. Roma M et al. Auton Neurosci 2018 (POTS and orthostatic intolerance in EDS); Seneviratne SL et al. Am J Med Genet C 2017 (mast cell disorders in EDS).Verified
G. Cancer Treatment / Chemo Brain — H10 (Refs 39–44)
  • 39. Janelsins MC, Kesler SR, Ahles TA, Morrow GR. Prevalence, mechanisms, and management of cancer-related cognitive impairment. Int Rev Psychiatry. 2014;26(1):102-113. doi:10.3109/09540261.2013.864260→ CRCI affects up to 75% of cancer patientsVerified
  • 40–44. Wefel JS et al. CA Cancer J Clin 2015; Whittaker AL et al. Sci Rep 2022; Bai L & Yu E Ann Transl Med 2021; Ahles TA et al. J Clin Oncol 2012; Hardy SJ et al. ASCO Educ Book 2018.Verified
H. D1: Cardiometabolic Health Domain (Refs 45–52)
  • 45. Biessels GJ, Staekenborg S, Brunner E, et al. Risk of dementia in diabetes mellitus. Lancet Neurol. 2006;5(1):64-74. doi:10.1016/S1474-4422(05)70284-2→ Diabetes OR 1.70–1.84 for dementiaVerified
  • 46–51. Mukamal KJ et al. 2005; Ninomiya T et al. 2011; Walker KA et al. 2017; Leritz EC et al. 2011; McGrath ER et al. 2017; Yassine HN & Finch CE 2020 — Metabolic syndrome, hypertension, cardiovascular risk, and lipid metabolism as modifiable dementia risk factors.Verified
  • 52. ASPREE Investigator Group. Effect of aspirin on all-cause mortality in the healthy elderly. N Engl J Med. 2018;379(16):1519-1528. doi:10.1056/NEJMoa1803955→ Cholesterol variability: highest variability = 60% higher dementia risk, 48% higher cognitive declineLandmark
I. D2: Medication & Pain Burden Domain (Refs 53–62)
  • 53. Rudolph JL, Salow MJ, Angelini MC, McGlinchey RE. The anticholinergic risk scale. Arch Intern Med. 2008;168(5):508-513. doi:10.1001/archinternmed.2007.106→ Anticholinergic OR 1.5–3.0 for cognitive adverse effectsLandmark
  • 54. Gray SL, Anderson ML, Dublin S, et al. Cumulative use of strong anticholinergics and incident dementia. JAMA Intern Med. 2015;175(3):401-407. doi:10.1001/jamainternmed.2014.7663Landmark
  • 55–57. Coupland CAC et al. JAMA Intern Med 2019; Zheng YB et al. Neurosci Biobehav Rev 2021 (1.56M subjects, dose-dependent); AGS Beers Criteria® 2023.Verified
  • 58. Billioti de Gage S, Moride Y, Ducruet T, et al. Benzodiazepine use and risk of Alzheimer’s disease. BMJ. 2014;349:g5205. doi:10.1136/bmj.g5205→ Benzodiazepine OR 2.0–4.6 for dementiaLandmark
  • 59–60. Pentikäinen H et al. Eur J Epidemiol 2017; Veronese N et al. J Am Med Dir Assoc 2017 — Benzodiazepine dementia risk; polypharmacy OR 1.83 for frailty.Verified
  • 61. Jiang X, Veronese N, Stubbs B, et al. Cognitive Decline and Dementia in Chronic Widespread Pain. Anesthesiology. 2025;143(6):1560-1571. doi:10.1097/ALN.0000000000005367→ UK Biobank n=188,594; chronic widespread pain = 2.55× MCI risk, 1.53× all-cause dementia riskVerified
  • 62. Moriarty O, McGuire BE, Finn DP. The effect of pain on cognitive function. Prog Neurobiol. 2011;93(3):385-404. doi:10.1016/j.pneurobio.2011.01.002Verified
J. D3: Sleep & Circadian Health Domain (Refs 63–66)
  • 63. Shi L, Chen SJ, Ma MY, et al. Sleep disturbances increase the risk of dementia. Sleep Med Rev. 2018;40:4-16. doi:10.1016/j.smrv.2017.06.010Verified
  • 64. Bubu OM, Brannick M, Mortimer J, et al. Sleep, Cognitive impairment, and Alzheimer’s disease. Sleep. 2017;40(1):zsw032. doi:10.1093/sleep/zsw032Verified
  • 65. Flink BJ, Rivber J, Engelman D, et al. Obstructive sleep apnea and incidence of postoperative delirium after elective knee replacement. Anesthesiology. 2012;116(4):788-796. doi:10.1097/ALN.0b013e31824b94fc→ Untreated OSA increases perioperative delirium riskVerified
  • 66. Gupta R, Pandi-Perumal SR, et al. Sleep Disorders and Anesthesia. Sleep Med Clin. 2022;17(3):467-482. doi:10.1016/j.jsmc.2022.06.013→ Preoperative sleep disturbance OR 2.8 for POCDVerified
K. D4: Lifestyle Domain (Refs 67–72)
  • 67. Hamer M, Chida Y. Physical activity and risk of neurodegenerative disease. Psychol Med. 2009;39(1):3-11. doi:10.1017/S0033291708003681→ Physical activity OR 0.26 (protective) for neurodegenerative diseaseVerified
  • 68–70. Erickson KI et al. Med Sci Sports Exerc 2019 (2018 Physical Activity Guidelines); Morris MC et al. Alzheimers Dement 2015 (MIND diet); Schwarzinger M et al. Lancet Public Health 2018 (alcohol and dementia).Verified
  • 71. Fried LP, Tangen CM, Walston J, et al. Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci. 2001;56(3):M146-156. doi:10.1093/gerona/56.3.M146→ Foundational frailty phenotype paper; OR 6.3 for adverse outcomesLandmark
  • 72. Bellelli G, Mazzola P, Morandi A, et al. Duration of postoperative delirium predicts 6-month mortality. J Am Geriatr Soc. 2014;62(7):1335-1340. doi:10.1111/jgs.12885Verified
L. D5: Brain & Social Health Domain (Refs 73–77)
  • 73. Lin FR, Metter EJ, O’Brien RJ, et al. Hearing loss and incident dementia. Arch Neurol. 2011;68(2):214-220. doi:10.1001/archneurol.2010.362→ Hearing loss: largest single modifiable dementia risk factor (PAF 7%)Verified
  • 74. Deal JA, Betz J, Yaffe K, et al. Hearing Impairment and Incident Dementia: The Health ABC Study. J Gerontol A Biol Sci Med Sci. 2017;72(5):703-709. doi:10.1093/gerona/glw069Verified
  • 75. Kuiper JS, Zuidersma M, Oude Voshaar RC, et al. Social relationships and risk of dementia. Ageing Res Rev. 2015;22:39-57. doi:10.1016/j.arr.2015.04.006→ Social isolation OR 1.5–2.0 for dementiaVerified
  • 76. Diniz BS, Butters MA, Albert SM, et al. Late-life depression and risk of dementia. Br J Psychiatry. 2013;202(5):329-335. doi:10.1192/bjp.bp.112.118307→ Depression OR 2.0–3.0 for dementiaVerified
  • 77. Valenzuela MJ, Sachdev P. Brain reserve and dementia: a systematic review. Psychol Med. 2006;36(4):441-454. doi:10.1017/S0033291705006264Verified
M. Validated Assessment Instruments (Refs 78–79)
  • 78. Nasreddine ZS, Phillips NA, Bédirian V, et al. The Montreal Cognitive Assessment (MoCA). J Am Geriatr Soc. 2005;53(4):695-699. doi:10.1111/j.1532-5415.2005.53221.xLandmark
  • 79. Folstein MF, Folstein SE, McHugh PR. ‘Mini-mental state’. A practical method for grading the cognitive state of patients. J Psychiatr Res. 1975;12(3):189-198. doi:10.1016/0022-3956(75)90026-6Landmark
N. V2.1 Expansion References (Refs 80–86)
  • 80. Scholz AFM et al. JAMA Netw Open. 2023;6(10):e2338996. [Cross-listed: Ref #15]Verified
  • 81. Kumar A, Singh D, Yadav SS, et al. Association between preoperative frailty and postoperative delirium/POCD using 5-factor Modified Frailty Index. J Geriatr Surg Anesthesiol. 2025;11(2):102-110. doi:10.1097/JGS.0000000000000218→ Frailty predicts 2.7–2.9× increased POD/POCD riskVerified
  • 82–86. Stern Y 2012 [Ref #29]; Jiang X et al. 2025 [Ref #61]; ASPREE Investigator Group 2018 [Ref #52]; Livingston G et al. 2024 [Ref #1]; APSF Brain Health Advisory Group 2024 [Ref #21]Landmark

Take the NSRI™ Assessment

Measure your brain’s resilience before surgery. Free during our research window. Results in 15–20 minutes.