600 patients66,869 observations120 daysLIVE

Patient P-01778

Synthetic patientNBL-101 · Day 111 · 55–64 · F · baseline S08Open companion preview
Therapy response
Stable
Tolerance
Deteriorating
GI state
Unstable
Inflammatory state
Unstable
Nutritional resilience
Unstable
Discontinuation risk
65%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 NBL-101 startedBaseline state S08
  2. Day 79 Trajectory diverged from predictionObserved response fell below the model's expected path.

What changed?

Trajectory began diverging from predicted response on Day 79.

Primary contributors, last 14 days
  • Treatment adherence-19
  • Nutritional resilience-8
  • Toxicity+7
  • GI instability+2
  • Inflammatory activity+2

What helped?

No interventions yet.

    LIFE OS recommendation
    GI Support Protocol GI-04
    64%
    probability of meaningful tolerance improvement
    • 284 similar trajectories
    • 83% 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
    • Butyrate / short-chain fatty acid production 80
      • MicrobiomeButyrate capacity 44/100
      • MicrobiomeF. prausnitzii depleted
      • Daily logFibre intake low in recent food logs
    • Mucosal barrier integrity 60
      • DNAFUT2 non-secretor lowers mucosal fucosylation
      • Daily logGI symptom score 68 and rising
      • WearableSleep 5.7 h, below personal baseline
    • Drug metabolism and exposure 60
      • DNACYP2D6 poor metabolizer → higher exposure
      • BloodToxicity index 51
    • Autonomic recovery 45
      • WearableResting HR 87 bpm
      • WearableShort sleep window
    • Inflammatory signalling 40
      • BloodInflammatory load index 66
      • WearableHRV 24 ms, trending down
    DNA
    Fictional pharmacogenomic panel
    • FUT2 rs601338 AA (non-secretor)
      Reduced mucosal fucosylation
    • CYP2D6 Poor metabolizer
      Higher exposure at standard dose
    Microbiome
    Shannon diversity 3 · butyrate capacity 44/100
    • Akkermansia muciniphilaNormal
    • Faecalibacterium prausnitziiLow
    • Bacteroides fragilisNormal
    • Bifidobacterium longumNormal
    • EnterobacteriaceaeHigh
    Wearable, last 14 days
    daily evolution fed into the runtime
    HRV
    29 ms
    Sleep
    5.1 h
    Steps
    4,717
    Resting HR
    85 bpm
    Daily log: GI score 68, nutritional resilience 29, adherence 62.

    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
    • Avoid known triggers for now: fried or oily food, dairy, alcohol
    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 scheduled dose as agreed with your care team
    • 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-0151452%S1163
    P-0138849%S17CR-01improved59
    P-0183549%S17CR-01improved56
    P-0146948%S1958
    P-0162348%S1652
    P-0152147%S1453
    P-0171547%S0556
    P-0187747%S01CR-01improved67
    P-0136244%S2060
    P-0169744%S0955
    P-0179444%S0954
    P-0147043%S1655