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Train-of-Four Monitoring: Complete Buying Guide 2026

Dark OR during surgery with monitors visible

Train-of-four (TOF) monitoring is now a clinical and operational necessity, driven by the 2023 American Society of Anesthesiologists guidelines and the high incidence of residual neuromuscular block without objective monitoring. 

This guide breaks down the key differences between qualitative and quantitative monitoring, outlines the five criteria for evaluating TOF devices, and compares leading solutions. It also quantifies the financial impact, showing how EMG-based monitoring improves outcomes while reducing total cost of care.

Train-of-four (TOF) monitoring is no longer optional. Residual neuromuscular block (rNMB) can affect up to 33% of patients without monitoring (1). As hospitals align with updated guidelines and reduce complications, choosing the right TOF monitor is a critical decision for clinicians and procurement teams.

Why the 2023 ASA Guidelines Changed TOF Monitoring Requirements

The 2023 American Society of Anesthesiologists (ASA) practice guidelines mark a clear shift in neuromuscular monitoring standards (2): 

  1. Quantitative monitoring is strongly recommended over qualitative assessment 
  2. Confirm a TOF ratio ≥0.9 before extubation

These changes raise the standard of care. Facilities relying on peripheral nerve stimulators (PNS) and subjective assessment are not aligned with guidelines, as qualitative methods cannot reliably detect rNMB in the critical recovery range.

As a result, guideline adherence is increasingly tied to:

  • Patient safety
  • Complication rates
  • Institutional quality reporting 

For hospitals, this is not just clinical preference, it is a compliance and risk management issue.

Qualitative vs. Quantitative TOF Monitoring: What’s Actually Different

The core limitation of qualitative monitoring is simple: it cannot detect what matters most.

Fade is not reliably visible until the TOF ratio drops below 0.4, creating a “blind zone” from 0.4 to 0.9 where patients may appear recovered but remain impaired.

Clinical impact:

  • 40–60% postoperative residual curarization (PORC) incidence with qualitative monitoring (3) 
  • 0% rNMB achievable with quantitative monitoring (4) 
focused clincian with mask

Technology differences matter:

Acceleromyography (AMG):

  • Requires free thumb movement 
  • Prone to overestimation (baseline >110%) 
  • Requires normalization 

Electromyography (EMG):

  • Measures electrical activity directly 
  • Works in tucked arms, laparoscopic, and robotic cases 
  • No normalization required 

The evidence is clear: EMG delivers more reliable, clinically actionable data in real-world OR conditions.

The 5 Clinical Criteria for Evaluating a TOF Monitor

This checklist ensures decisions are driven by clinical performance, not familiarity or price. 

These five criteria should guide evaluation when comparing TOF monitoring devices:

1. Measurement Technology

EMG preferred, especially robotic and tucked-arm cases  

2. Validation Across All Block Levels

Proven accuracy vs. mechanomyography (MMG) from deep block (PTC) through recovery 

3. Stimulation Modes

Must include Single Twitch (ST), TOF, and Post-Tetanic Count (PTC) 

4. EMR Integration

Seamless connectivity with systems like Epic and Oracle Health (Cerner) 

Real-time HL7 data capture 

5. Disposable Sensor Design

Single-use, easy placement 

No free-thumb requirement 

Consistent signal quality 

TetraGraph vs. Competing Monitors: Feature Comparison

FeatureTetraGraphTwitchView 2Stimpod 450X+
TechnologyEMGEMGEMG + AMG
Visual depth-of-block guidanceYesNoNo
Display Signal Strength 
to give insight into stimulation quality
Yes YesNo
Estimated Signal Strength
if starting case post-paralytic
Yes NoNo
Intubation readiness guidanceYes No No
Trend views310
Accuracy97.9%* 5 95.3%*697.2%* 7
Tucked-arm useYesYesonly EMG mode
Automatic Deep Block ModeYesYesManual
EMR integrationHL7 connectivity 
(Epic, Oracle), and 
other partners’ 
patient monitors
LimitedLimited
FDA clearanceK190795 / K220530YesYes

*Calculated as 1-Bias vs. MMG

TetraGraph stands out in key areas:
  • Equivalent with clinical reference MMG for TOF ratio (5)
  • Validated EMG-only system across all levels of block, especially deep block
  • Automated workflow features 
  • TetraCom platform enabling universal HL7 connectivity 
     

Making the Business Case: What Procurement Needs to Know

Procurement decisions should focus on total cost of ownership, driven by drug use, complications, and downstream resource utilization.

1. Drug Utilization and Reversal Cost Reduction

Quantitative monitoring changes reversal agents use:

  • ~20% of patients achieve spontaneous recovery without reversal (8) 
  • 70% reduction in reversal drug costs (4) 
  • Sugammadex dosing variability without monitoring: 
    • 87% overdosed (9) 
    • 13% underdosed (9) 

Result: wasted drug spend and increased patient risk.

2. Residual Block Reduction and Risk Avoidance

  • High rNMB rates persistent without monitoring (10-11)
  • Near zero rNMB achieved with EMG-based monitoring (4)

Impact: improved patient safety, recovery quality, and institutional quality metrics.

3. Postoperative Pulmonary Complication (PPC) Reduction (Largest Cost Driver)

  • PPCs remain common without monitoring (12) 
  • Risk reduced from ~11.3% to ~3.5% with quantitative protocols (13-15) 

Each PPC drives:

  • Increased length of stay (16) 
  • Higher ICU admission risk (12) 
  • Significant incremental cost (17-19) 

4. ICU Utilization and Escalation Costs

  • rNMB linked to PACU complications and unplanned ICU admissions (12) 
  • ICU/ARDS care represents some of the highest-cost events (17) 

Avoiding rNMB reduces ICU escalation and prolonged recovery.

5. Total Economic Impact at Scale

Combined impact:

  • Lower drug spend 
  • Fewer PPCs
  • Reduced ICU utilization 

At 8,000–10,000 NMBA cases annually:

  • ~ $370,000 annual drug savings (8)
  • Multi-million-dollar savings when complications are included 


Bottom line: Quantitative TOF monitoring is a high-ROI clinical intervention that reduces cost, risk, and variability.

“Bringing the next-generation TetraGraph into our community hospital has transformed how we manage neuromuscular block.

It has improved patient safety, standardized our practices, and reduced our annual drug spend by more than $100,000.” 

- Dr. Aaron Persinger,
Anesthesiologist, Boulder Valley Anesthesiology Medical Director, UCHealth Broomfield Anesthesiology Medical Director, Pre-Anesthesia Testing Clinic, UCHealth Broomfield

The conclusion is straightforward:

Quantitative TOF monitoring is not a capital expense. It is a high-ROI clinical intervention that reduces variability, improves outcomes, and lowers total cost of care.

Senzime team support

Choosing the right TOF monitor requires both clinical rigor and financial clarity.

Download the MMG vs. EMG clinical summary to evaluate accuracy and support your internal decision process.

Request a TetraGraph Demo to see how EMG-based monitoring performs in your OR environment.

Request access to our ROI Calculator to get a custom ROI analysis and estimate potential annual savings. 

FAQs

Train-of-four (TOF) monitoring measures neuromuscular function by delivering four electrical stimuli and analyzing the muscle response to assess blockade and recovery.

The ASA recommends quantitative monitoring for all patients receiving neuromuscular blocking agents and confirms a TOF ratio ≥0.9 before extubation.

EMG measures electrical activity directly and works in all surgical conditions, while AMG measures movement and requires specific positioning, making it less reliable.

Please note: This page is intended for healthcare professionals. It is primarily tailored to the U.S. market, but may also be relevant for other regions.

References
  1. Carvalho H, et al.: Forty years of neuromuscular monitoring and postoperative residual curarisation: a meta-analysis and evaluation of confidence in network meta-analysis. Br J Anaesth. 2020 Oct;125(4):466-482.
  2. Thilen SR, Weigel WA, Todd MM, et al. 2023 American Society of Anesthesiologists Practice Guidelines for Monitoring and Antagonism of Neuromuscular Blockade: A Report by the American Society of Anesthesiologists Task Force on Neuromuscular Blockade. Anesthesiology. 2023;138(1):13–41. doi:10.1097/ALN.0000000000004379
  3. Murphy GS, Brull SJ. Residual neuromuscular block: lessons unlearned. Part I: definitions, incidence, and adverse physiologic effects of residual neuromuscular block. Anesth Analg. 2010 Jul;111(1):120-8. doi: 10.1213/ANE.0b013e3181da832d. Epub 2010 May 4. PMID: 20442260.
  4. Thilen SR, Sherpa JR, James AM, Cain KC, Treggiari MM, Bhananker SM. Management of Muscle Relaxation With Rocuronium and Reversal With Neostigmine or Sugammadex Guided by Quantitative Neuromuscular Monitoring. Anesth Analg. 2023 May 12. 
  5. Ebert TJ, Vogt J, Kaur R, Iqbal Z, Peters D, Cummings CE, Stekiel TA. Train-of-four ratio, counts and post-tetanic counts with the TetraGraph electromyograph in comparison with mechanomyography.. Journal of Clinical Monitoring and Computing, August 2024.
  6. Bowdle A, Bussey L, Michaelsen K, Jelacic S, Nair B, Togashi K, Hulvershorn J. “A Comparison of a Prototype Electromyograph vs. a Mechanomyograph and an Acceleromyograph for Assessment of Neuromuscular Blockade.” Anaesthesia, vol. 75, 2020, pp. 187-195. 
  7. Wedemeyer, Z., et al. “Comparative Performance of Stimpod Electromyography with Mechanomyography for Quantitative Neuromuscular Blockade Monitoring.” Journal of Clinical Monitoring and Computing, vol. 38, 2023, pp. 205-212.  
  8. Haberkorn S, Faulk DJ, et al. “Quantitative Monitoring Maximizes Cost-Saving Strategies When Antagonizing Neuromuscular Block with Sugammadex.” Cureus, 2024; 16(9): e68551. DOI: 10.7759/cureus.68551
  9. Wanderer, Jonathan P., et al. “Goldilocks and the Three Rocuronium Reversals: A Sugammadex Dose-finding Study.” Anesthesiology, vol. 139, no. 1, May 2023, A16-A16, doi:10.1097/ALN.0000000000004610.
  10. Domenech, G., Kampel, M.A., García Guzzo, M.E. et al. Usefulness of intra-operative neuromuscular blockade monitoring and reversal agents for postoperative residual neuromuscular blockade: a retrospective observational study. BMC Anesthesiol 19, 2019.
  11. Kotake, Y. Reversal with sugammadex in the absence of monitoring did not preclude residual neuromuscular block. Anesth. Analg, 2013.
  12. Belcher AW, Leung S, Cohen B, et al. Incidence of complications in the post-anesthesia care unit and associated healthcare utilization in patients undergoing non-cardiac surgery requiring neuromuscular blockade 2005–2013: A single center study. J Clin Anesth. 2017;43:33–39.
  13. Kirmeier E, Eriksson LI, Lewald H, Wolfram K, Brieskorn M, et al. Post-anaesthesia pulmonary complications after use of muscle relaxants (POPULAR): a multicentre, prospective observational study. The Lancet Respiratory Medicine. 2019;7(2):129–140.
  14. Soukup J, Schilling T, Bein B, Zoremba N. Quantitatives neuromuskuläres Monitoring in der Allgemeinanästhesie: Realität und Perspektive. Die Anaesthesiologie. 2025;74(1):12–22.
  15. Weigel WA, Williams BL, Hanson NA, et al. Quantitative neuromuscular monitoring in clinical practice: a professional practice change initiative. Anesthesiology. 2022;136(6):901–915.
  16. Butterly A, et al.: Postoperative residual curarization from intermediate-acting neuromuscular blocking agents delays recovery room discharge. 
    Br J Anaesth 2010; 105:304–309.
  17. Bice T, Cox CE, Carson SS. Cost and health care utilization in ARDS--different from other critical illness? Semin Respir Crit Care Med. 2013 Aug;34(4):529-36. doi: 10.1055/s-0033-1351125. Epub 2013 Aug 11. PMID: 23934722; PMCID: PMC4261619.
  18. McNelis, J., & Castaldi, M. (2014). "The National Surgery Quality Improvement Project" (NSQIP): a new tool to increase patient safety and cost efficiency in a surgical intensive care unit. Patient safety in surgery, 8, 19.
  19. Merkow RP, Shan Y, Gupta AR, Yang AD, Sama P, Schumacher M, Cooke D, Barnard C, Bilimoria KY. A Comprehensive Estimation of the Costs of 30-Day Postoperative Complications Using Actual Costs from Multiple, Diverse Hospitals. Jt Comm J Qual Patient Saf. 2020 Oct;46(10):558-564. doi: 10.1016/j.jcjq.2020.06.011. Epub 2020 Jul 3. PMID: 32888813; PMCID: PMC8822472.