Standardised Evaluation of Symptoms and Signs of Exercise-Induced and Infection-Based Immunological Stress Regulation

Table of Contents

1. Rationale and Clinical Need
2. Conceptual Framework: Two Pathways of Immunological Stress
3. Standardised Symptom Instruments
   • 3.1 Upper Respiratory Tract Infection Screening
   • 3.2 Training Load and Recovery Monitoring
   • 3.3 Symptom Differentiation: Exercise-Induced vs. Infection-Based
4. Clinical Signs Relevant to Immunological Stress Evaluation
5. Laboratory Diagnostics: A Tiered Approach
6. Standardised Decision Algorithms
   • 6.1 Algorithm A: Acute Symptom Onset in Athletes
   • 6.2 Algorithm B: Return-to-Sport Clearance After Confirmed Infection
7. Integration: Immunological Biomarkers in the Context of Trace Elements
8. Practical Summary: Standardised Evaluation Checklist
9. References
10. One-Minute-Paper Topics

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1 Rationale and Clinical Need

The preceding lectures have established that immune system stress in physically active individuals arises from two partially overlapping but mechanistically distinct sources: exercise-induced immunological stress (acute biphasic responses, overtraining, intensity-dependent suppression, trace element redistribution) and infection-based immunological stress (innate and adaptive immune activation, systemic inflammation, post-infectious sequelae). In clinical and field practice, these two sources frequently co-occur, interact, and may be clinically indistinguishable without systematic evaluation.

A standardised, multi-dimensional assessment framework is therefore required that can:

1. Reliably differentiate exercise-induced from infection-driven immunological changes
2. Track the temporal dynamics of symptom and sign development
3. Identify early warning signals of overtraining, infection risk, or post-infectious complications
4. Guide evidence-based decisions on training continuation, medical referral, and return-to-sport clearance (Puta et al. 2026; Schwellnus et al. 2022)

2 Conceptual Framework: Two Pathways of Immunological Stress

Dimension	Exercise-Induced Stress	Infection-Based Stress
Primary trigger	Mechanical load, metabolic demand, catecholamines, cortisol	Pathogen recognition (PRRs/PAMPs), cytokine cascade
Onset	Acute, load-dependent, reproducible	Variable, often insidious
Temporal profile	Biphasic; resolves within ~24 h (acute) or adapts over weeks (chronic)	Phase-dependent; days to weeks
Hallmark immune change	Lymphocytosis → lymphopenia; neutrophilia; ↑ NK cytotoxicity	Fever, neutrophilia, lymphocytopenia, ↑ CRP/IL-6
Key hormones	Adrenaline (SNS), cortisol (HPA)	IL-1, IL-6, TNF, IFN-α/β, cortisol
Performance impact	Transient; functional; resolves with recovery	Systemic; potentially organ-specific
Resolution	Adequate rest and nutrition	Pathogen clearance, immunological memory

3 Standardised Symptom Instruments

3.1 Upper Respiratory Tract Infection Screening

The Wisconsin Upper Respiratory Symptom Survey (WURSS-21) and its abbreviated version (WURSS-11) are validated instruments for the quantitative assessment of cold and respiratory infection symptoms. They capture symptom severity (sneezing, nasal congestion, sore throat, cough, headache, myalgia) on a 0–7 scale and functional impact on daily activities and sport performance. In athletes, the WURSS enables objective symptom monitoring and supports the “neck check” decision rule (Barrett et al. 2002, 2005).

The validated Daily Analysis of Life Demands for Athletes (DALDA) questionnaire assesses sources of stress and symptoms of distress across training load, sleep, nutrition, muscle soreness, and mood — providing a composite index of general stress load that encompasses both exercise and infection-related components.

3.2 Training Load and Recovery Monitoring

The Total Quality of Recovery (TQR) scale and the Rating of Perceived Exertion (RPE) × Session Duration method (session-RPE) provide athlete-reported indices of recovery status and internal training load. When systematically collected, these allow detection of accumulating fatigue that may signal immunological vulnerability.

The Profile of Mood States (POMS) or its brief version identifies the characteristic psychological symptom cluster of overreaching and overtraining (chronic fatigue, depressive mood, concentration disturbances, loss of motivation) — which overlaps substantially with the prodromal phase of acute infections.

3.3 Symptom Differentiation: Exercise-Induced vs. Infection-Based

The classic “neck check” heuristic remains a practical first-line decision tool:

• Symptoms above the neck (nasal congestion, mild sore throat, sneezing) without systemic features → light exercise may be continued with reduced intensity
• Symptoms below the neck or systemic features (fever ≥ 38.5 °C, myalgia, pronounced malaise, dyspnoea, lymphadenopathy, gastrointestinal symptoms) → training cessation; medical evaluation required (Puta et al. 2026; Nieman and Wentz 2019)

Symptom / Sign	Exercise-Induced (likely)	Infection-Based (likely)
Muscle soreness	Focal, load-specific onset	Diffuse, without load relation
Fatigue	Post-exertional, resolves with rest	Persistent; worsened by exertion
Elevated resting HR	Mild, training-load dependent	≥ 7 bpm above individual baseline
Fever	Absent	≥ 37.5–38.5 °C
CRP	< 5 mg/L (normal after moderate exercise)	↑↑ (often > 20 mg/L in ARTI)
Lymphocyte count	↓ post-exercise (transient, normalises < 24 h)	↓↓ persistent; shift in differential
NLR	Transiently elevated post-exercise	Persistently elevated
Performance loss	Functional, reversible	Systemic, prolonged

4 Clinical Signs Relevant to Immunological Stress Evaluation

The physical examination of the athlete with suspected immunological stress should address the following domains:

Vital parameters: Resting heart rate (morning measurement), blood pressure, body temperature, respiratory rate. Persistent resting tachycardia (≥ 7 bpm above individual baseline) is a sensitive early marker of both inadequate recovery and subclinical infection.

Lymphatic system: Palpation of cervical, axillary, and inguinal lymph nodes — tenderness and enlargement indicate active infection rather than exercise stress. Splenomegaly requires exclusion before clearance for contact sports.

Upper airways: Inspection of pharynx and tonsils (erythema, exudate), assessment of nasal congestion and sinus tenderness. Tonsillar exudate in combination with lymphadenopathy and fever is a clinical indicator for streptococcal or EBV infection.

Cardiopulmonary signs: Auscultation for pericardial friction rubs, arrhythmias, or new murmurs; evaluation of dyspnoea at rest or on minimal exertion — critical for exclusion of myocarditis or pulmonary involvement (Halle et al. 2021; Puta et al. 2026).

Neuromuscular assessment: Grip strength, balance tests, and reaction time can be used as objective performance proxies; significant bilateral reductions are indicative of systemic illness rather than localised training fatigue.

5 Laboratory Diagnostics: A Tiered Approach

Building on the three-level diagnostic framework introduced in Lecture 1, the following tiered approach is proposed for the standardised evaluation of immunological stress:

Level 1 — Screening (applicable in field and practice settings):

• Differential blood count (WBC, granulocytes, lymphocytes, monocytes, NLR, SII, SIRI)
• C-reactive protein (CRP) and erythrocyte sedimentation rate (ESR)
• Resting heart rate variability (HRV) as an index of autonomic–immune tone
• Urinalysis

Level 2 — Extended diagnostics (indicated by Level 1 abnormalities):

• Trace element panel: serum selenium, SELENOP, total zinc, free zinc (fZn), copper, iron, ferritin, transferrin saturation — adjusted for haemoconcentration where exercise has occurred within the preceding 2 h (Simon et al. 2026)
• Pathogen-specific serology and PCR where clinically indicated
• CK, transaminases (AST, ALT), creatinine, LDH — to differentiate muscular from hepatic and renal involvement
• Thyroid function (TSH) when chronic fatigue is the predominant complaint

Level 3 — Specialised immunological diagnostics (in cases of persistent symptoms or severe/recurrent infections):

• NK cell counts and cytotoxic function (CD56⁺, CD16⁺ subpopulations)
• T cell subpopulations (CD4⁺/CD8⁺ ratio, memory and senescent subsets)
• Complement factors (C3, C4)
• Salivary IgA as a mucosal immunity index (validated marker of upper respiratory infection susceptibility in athletes)
• In vitro functional tests: oxidative burst, lymphocyte proliferation assay

6 Standardised Decision Algorithms

6.1 Algorithm A: Acute Symptom Onset in Athletes

Acute symptoms during training or competition period
        │
        ▼
Fever ≥ 37.5 °C OR below-neck symptoms? ──YES──► STOP training · Medical evaluation
        │
       NO
        ▼
Symptoms above neck only + no systemic signs?
        │
       YES
        ▼
Reduce intensity ≤ 60% VO₂max · Monitor for 24–48 h
        │
Symptom-free after 48 h? ──YES──► Gradual return to normal training
        │
       NO ──► Medical evaluation · Level 1 diagnostics

6.2 Algorithm B: Return-to-Sport Clearance After Confirmed Infection

As established in Lecture 5, return-to-sport clearance integrates:

1. Minimum rest period: 10 days post-diagnosis including ≥ 3 consecutive symptom-free days
2. Clinical examination: Vital signs, lymphatic, cardiopulmonary, and neuromuscular assessment
3. Level 1 laboratory: Differential blood count, CRP, CK, troponin if myocardial involvement suspected
4. Graded return protocol: 5-step graduated return (rest → light aerobic → moderate aerobic → sport-specific → full training → competition), each step minimum 24 h

7 Integration: Immunological Biomarkers in the Context of Trace Elements

Given the findings of Lecture 7, the standardised laboratory evaluation in the post-exercise setting must account for the acute redistribution of trace elements. Key principles for interpretation:

• Blood sampling timing: Avoid collection within 2 h of exercise for selenium, copper, and free zinc; iron measurements should also account for acute haemolysis
• Hemoconcentration correction: Adjust serum values for exercise-induced plasma volume reduction (Alis et al. method) when comparing against reference ranges established at rest
• NLR/SII/SIRI interpretation: These cellular inflammation indices display a characteristic biphasic pattern post-exercise (decrease → increase above baseline over 60 min) that must not be misattributed to infection or overtraining without temporal context (Simon et al. 2026)

8 Practical Summary: Standardised Evaluation Checklist

The following checklist integrates all preceding lecture content into a field-applicable tool:

Domain	Assessment Tool	Threshold / Action
Subjective wellbeing	TQR scale (1–20)	TQR < 13 → reduce load
Upper airway symptoms	WURSS-11	Score ≥ 7 per session → medical review
Training load	Session-RPE × duration	Acute:chronic ratio > 1.5 → caution
Resting heart rate	Morning measurement	≥ +7 bpm above baseline → reduce/rest
Mood disturbance	POMS brief	Iceberg profile inversion → overreaching alert
Core temperature	Oral/tympanic	≥ 37.5 °C → rest; ≥ 38.5 °C → medical evaluation
Laboratory Level 1	CBC, CRP, CK	CRP > 5 mg/L + symptoms → medical evaluation
Trace elements	Se, Zn, Cu, Fe panel	Interpret relative to sampling timing post-exercise
Cardiopulmonary exam	Auscultation, ECG	Any new finding → cardiology referral pre-return

→ Interactive Dashboard - Differentiation, Assessment, Diagnostics — Exercise and Infection

References

• Halle M et al. (2021) Exercise and sports after COVID-19. Transl Sports Med 4:310-318.
• Nieman DC, Wentz LM (2019) The compelling link between physical activity and the body’s defense system. J Sport Health Sci 8(3):201-217.
• Puta C, Haunhorst S, Gabriel HHW (2026) Sport und Immunsystem. In: Wonisch M et al. (eds) Kompendium der Sportmedizin. Springer.
• Schwellnus M et al. (2022) IOC consensus statement on acute respiratory illness in athletes. Br J Sports Med.
• Simon R et al. (2026) Acute effects of physical exercise on biomarkers of the trace elements selenium, zinc, copper, and iron. J Trace Elem Med Biol 94:127828.

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One-Minute-Paper Topics

1. Why is standardisation essential when assessing immunological stress in athletes?
2. Define the difference between a “symptom” and a “sign” in clinical reasoning.
3. Name one validated questionnaire for monitoring training stress and explain its core dimensions.
4. How does a symptom score complement biomarker data in decision-making?
5. What is a diagnostic algorithm, and why is it useful for return-to-play decisions?
6. Describe one decision tool you would use to clear an athlete after a viral infection.
7. Why is the temporal pattern of symptoms (e.g., delayed worsening) clinically meaningful?
8. How does post-exertional malaise (PEM) differ from normal post-exercise fatigue?
9. Which signs suggest exercise-induced immunological stress rather than ordinary fatigue?
10. Name two practical field tools for assessing autonomic recovery.
11. How can wearable HR/HRV data complement standardised symptom scales?
12. Explain why an integrative (multi-domain) assessment outperforms single-marker approaches.
13. What are the limitations of self-report instruments, and how can they be mitigated?
14. Describe a clinical scenario where a standardised algorithm would override clinical intuition — and one where it would not.
15. How would you document immunological stress in a structured medical record?
16. What was today’s most useful clinical takeaway?
17. Which concept from today’s lecture do you find still difficult to apply?
18. How would you train coaches to use these standardised tools correctly?
19. Name one ethical concern when monitoring athletes with continuous symptom tracking.
20. What is one open question about standardised immunological evaluation you would like to investigate?