700 patients110,866 observations180 daysLIVE

Patient P-02659

Synthetic patientMETA-24 · Day 134 · 25–34 · M · baseline S09Open companion preview
Therapy response
Improving
Tolerance
Deteriorating
GI state
Deteriorating
Inflammatory state
Deteriorating
Nutritional resilience
Declining
Discontinuation risk
73%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 META-24 startedBaseline state S09
  2. Day 23 Trajectory diverged from predictionObserved response fell below the model's expected path.

What changed?

Trajectory began diverging from predicted response on Day 23.

Primary contributors, last 14 days
  • Inflammatory activity+26
  • GI instability+23
  • Toxicity+17
  • Nutritional resilience-14
  • Treatment adherence-7

What helped?

No interventions yet.

    LIFE OS recommendation
    GI Support Protocol GI-04
    59%
    probability of meaningful tolerance improvement
    • 284 similar trajectories
    • 84% showed improvement
    • median effect visible after 8 days

    Biological layers

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

    Pathways under pressure
    • Mucosal barrier integrity 80
      • DNAFUT2 non-secretor lowers mucosal fucosylation
      • MicrobiomeAkkermansia low → thinner mucus layer
      • Daily logGI symptom score 56 and rising
    • Butyrate / short-chain fatty acid production 55
      • MicrobiomeButyrate capacity 25/100
      • Daily logFibre intake low in recent food logs
    • Inflammatory signalling 25
      • BloodInflammatory load index 55
    • Autonomic recovery 25
      • WearableResting HR 77 bpm
    DNA
    Fictional pharmacogenomic panel
    • FUT2 rs601338 AA (non-secretor)
      Reduced mucosal fucosylation
    • CYP2D6 Rapid metabolizer
      Expected exposure
    • GLP1R rs6923761 A
      Altered receptor sensitivity
    Microbiome
    Shannon diversity 2.7 · butyrate capacity 25/100
    • Akkermansia muciniphilaLow
    • Faecalibacterium prausnitziiNormal
    • Bacteroides fragilisNormal
    • Bifidobacterium longumNormal
    • EnterobacteriaceaeNormal
    Wearable, last 14 days
    daily evolution fed into the runtime
    HRV
    56 ms
    Sleep
    7.4 h
    Steps
    7,872
    Resting HR
    73 bpm
    Daily log: GI score 56, nutritional resilience 44, adherence 81.

    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
    • Keep the sleep window steady
    • 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-0230952%S0967
    P-0225250%S0265
    P-0207839%S0456
    P-0222939%S2056
    P-0223337%S16CR-01improved66
    P-0232137%S17GI-04improved54
    P-0200936%S08CR-01improved64
    P-0211534%S14GI-04improved75
    P-0213433%S1162
    P-0228733%S03NP-02no change59
    P-0229833%S14GI-04improved65
    P-0242033%S1554