700 patients110,866 observations180 daysLIVE

Patient P-02694

Synthetic patientMETA-24 · Day 176 · 65–74 · M · baseline S14Open companion preview
Therapy response
Improving
Tolerance
Improving
GI state
Unstable
Inflammatory state
Unstable
Nutritional resilience
Unstable
Discontinuation risk
94%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 META-24 startedBaseline state S14
  2. Day 67 Trajectory diverged from predictionObserved response fell below the model's expected path.

What changed?

Trajectory began diverging from predicted response on Day 67.

Primary contributors, last 14 days
  • Toxicity-8
  • Nutritional resilience-5
  • Treatment adherence+3

What helped?

No interventions yet.

    LIFE OS recommendation
    GI Support Protocol GI-04
    92%
    probability of meaningful tolerance improvement
    • 284 similar trajectories
    • 88% 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 63 and rising
    • Butyrate / short-chain fatty acid production 80
      • MicrobiomeButyrate capacity 27/100
      • MicrobiomeF. prausnitzii depleted
      • Daily logFibre intake low in recent food logs
    • Inflammatory signalling 50
      • DNAIL6 -174 variant raises baseline inflammatory tone
      • BloodInflammatory load index 61
    • Drug metabolism and exposure 20
      • BloodToxicity index 46
    • Autonomic recovery 20
      • Wearable556 steps/day
    DNA
    Fictional pharmacogenomic panel
    • FUT2 rs601338 AA (non-secretor)
      Reduced mucosal fucosylation
    • IL6 -174 G/C
      Higher inflammatory tone
    • CYP2D6 Rapid metabolizer
      Expected exposure
    Microbiome
    Shannon diversity 3.1 · butyrate capacity 27/100
    • Akkermansia muciniphilaLow
    • Faecalibacterium prausnitziiLow
    • Bacteroides fragilisNormal
    • Bifidobacterium longumNormal
    • EnterobacteriaceaeHigh
    Wearable, last 14 days
    daily evolution fed into the runtime
    HRV
    51 ms
    Sleep
    6.4 h
    Steps
    814
    Resting HR
    71 bpm
    Daily log: GI score 63, nutritional resilience 36, adherence 42.

    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
    • A 15-minute walk after lunch
    • 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-0251662%S14SC-12improved51
    P-0231653%S14GI-04improved51
    P-0253548%S14SC-12improved50
    P-0240147%S14GI-04improved49
    P-0262847%S14SC-12improved47
    P-0267047%S14SC-12improved45
    P-0234846%S14GI-04improved49
    P-0232645%S18NP-02improved44
    P-0250445%S14GI-04improved52
    P-0210343%S14GI-04improved46
    P-0232043%S14NP-02improved50
    P-0236343%S14GI-04improved49