700 patients110,866 observations180 daysLIVE

Patient P-02372

Synthetic patientMETA-24 · Day 179 · 75+ · M · baseline S14Open companion preview
Therapy response
Stable
Tolerance
Unstable
GI state
Unstable
Inflammatory state
Unstable
Nutritional resilience
Unstable
Discontinuation risk
96%

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 71 Trajectory diverged from predictionObserved response fell below the model's expected path.
  3. Day 74 GI-04 recommendedGI Support Protocol GI-04
  4. Day 75 Patient declinedNot now
  5. Day 86 ME-01 recommendedMonitoring Escalation ME-01
  6. Day 87 Patient acceptedStarted ME-01 in the companion
  7. Day 90 Deterioration detected before clinical escalationMonitoring Escalation ME-01

What changed?

Trajectory began diverging from predicted response on Day 71.

Primary contributors, last 14 days
  • GI instability+17
  • Nutritional resilience-12
  • Inflammatory activity+10
  • Treatment adherence+4
  • Toxicity+3

What helped?

  • GI Support Protocol GI-04Day 74
    Declined by patient
  • Monitoring Escalation ME-01Day 86
    Result: deterioration detected before clinical escalation
LIFE OS recommendation
GI Support Protocol GI-04
92%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 86% 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 60
    • DNAFUT2 non-secretor lowers mucosal fucosylation
    • Daily logGI symptom score 80 and rising
    • WearableSleep 5.5 h, below personal baseline
  • Inflammatory signalling 60
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 73
    • WearableHRV 33 ms, trending down
  • Drug metabolism and exposure 60
    • DNACYP2D6 poor metabolizer → higher exposure
    • BloodToxicity index 61
  • Butyrate / short-chain fatty acid production 45
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
  • Autonomic recovery 45
    • WearableResting HR 80 bpm
    • WearableShort sleep window
DNA
Fictional pharmacogenomic panel
  • FUT2 rs601338 AA (non-secretor)
    Reduced mucosal fucosylation
  • CYP2D6 Poor metabolizer
    Higher exposure at standard dose
Microbiome
Shannon diversity 2.6 · butyrate capacity 46/100
  • Akkermansia muciniphilaNormal
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisHigh
  • Bifidobacterium longumLow
  • EnterobacteriaceaeHigh
Wearable, last 14 days
daily evolution fed into the runtime
HRV
39 ms
Sleep
5.8 h
Steps
4,999
Resting HR
76 bpm
Daily log: GI score 80, nutritional resilience 27, adherence 46.

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
  • 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-0248317%S06BR-03no change64
P-0202531%S15CR-01improved61
P-0215128%S04CR-01improved49
P-0205426%S01CR-01improved57
P-0200925%S08CR-01improved64
P-0215424%S16CR-01improved57
P-0223322%S16CR-01improved66
P-0239517%S12DT-01improved57
P-0249117%S09DT-01no change65
P-0227416%S15DT-01improved50
P-0233916%S03DT-01improved50
P-0234843%S14GI-04improved49