700 patients110,866 observations180 daysLIVE

Patient P-02420

Synthetic patientMETA-24 · Day 175 · 75+ · F · baseline S15Open companion preview
Therapy response
Declining
Tolerance
Deteriorating
GI state
Stable
Inflammatory state
Favorable
Nutritional resilience
Declining
Discontinuation risk
30%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 META-24 startedBaseline state S15
  2. Day 159 Trajectory diverged from predictionObserved response fell below the model's expected path.

What changed?

Trajectory began diverging from predicted response on Day 159.

Primary contributors, last 14 days
  • Toxicity+14
  • Treatment adherence+9
  • Nutritional resilience-6
  • Inflammatory activity-2

What helped?

No interventions yet.

    LIFE OS recommendation
    Dosing / Timing Recommendation DT-01
    51%
    probability of meaningful tolerance improvement
    • 284 similar trajectories
    • 75% showed improvement
    • median effect visible after 5 days

    Biological layers

    Which pathways look influenced, and by which layer of this person's biology.

    Pathways under pressure
    • Mucosal barrier integrity 20
      • Daily logGI symptom score 46 and rising
    • Butyrate / short-chain fatty acid production 20
      • Daily logFibre intake low in recent food logs
    • Autonomic recovery 20
      • WearableShort sleep window
    • Inflammatory signalling 15
      • WearableHRV 31 ms, trending down
    DNA
    Fictional pharmacogenomic panel
    • CYP2D6 Normal metabolizer
      Expected exposure
    • GLP1R rs6923761 A
      Altered receptor sensitivity
    Microbiome
    Shannon diversity 3 · butyrate capacity 55/100
    • Akkermansia muciniphilaNormal
    • Faecalibacterium prausnitziiNormal
    • Bacteroides fragilisNormal
    • Bifidobacterium longumLow
    • EnterobacteriaceaeHigh
    Wearable, last 14 days
    daily evolution fed into the runtime
    HRV
    34 ms
    Sleep
    6.5 h
    Steps
    8,282
    Resting HR
    72 bpm
    Daily log: GI score 46, nutritional resilience 50, adherence 97.

    What this patient sees in NostraAI

    The content that steers the trajectory: what to eat, what to do, what to take.

    Open companion preview
    What to eat
    • Prepare a plain, low-fat pasta or rice meal and note how it feels afterwards
    • Choose a freshly cooked, lean protein; avoid frying, rich sauces and leftovers for now
    • Add one soluble-fibre source (oats, cooked carrots, banana) to breakfast
    • Eat slowly and stop at comfortable fullness — smaller volume, more often
    What to do
    • Track each bowel movement today: time, stool form, urgency, overnight waking
    • Keep the current walking rhythm
    • Protect a 7.5-hour sleep window; screens off 30 minutes before
    • Keep hydration steady: small amounts through the day rather than large volumes at once
    What to take
    • Take the dose at the same time relative to your evening meal
    • Electrolyte solution, one sachet after any loose stool
    • Fictional demo item: oral nutrition supplement with lunch

    284 biologically similar trajectories

    Black: this patient. Green: similar patients whose intervention worked. Orange: similar patients where it did not.

    PatientSimilarityBaselineInterventionOutcomeResponse today
    P-0209952%S1561
    P-0228751%S03NP-02no change59
    P-0237950%S1563
    P-0268349%S1356
    P-0204348%S0661
    P-0259848%S0153
    P-0206146%S1346
    P-0209146%S0757
    P-0222946%S2056
    P-0257746%S1056
    P-0202245%S1057
    P-0202445%S0651