700 patients110,866 observations180 daysLIVE

Patient P-02571

Synthetic patientMETA-24 · Day 177 · 75+ · F · baseline S11Open companion preview
Therapy response
Stable
Tolerance
Stable
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 S11
  2. Day 22 Trajectory diverged from predictionObserved response fell below the model's expected path.
  3. Day 83 ME-01 recommendedMonitoring Escalation ME-01
  4. Day 84 Patient acceptedStarted ME-01 in the companion
  5. Day 87 Deterioration detected before clinical escalationMonitoring Escalation ME-01

What changed?

Trajectory began diverging from predicted response on Day 22.

Primary contributors, last 14 days
  • GI instability+13
  • Nutritional resilience-6
  • Inflammatory activity+4

What helped?

  • Monitoring Escalation ME-01Day 83
    Result: deterioration detected before clinical escalation
LIFE OS recommendation
GI Support Protocol GI-04
92%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 89% 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
  • Inflammatory signalling 65
    • DNAIL6 -174 variant raises baseline inflammatory tone
    • BloodInflammatory load index 64
    • WearableHRV 23 ms, trending down
  • Autonomic recovery 65
    • WearableResting HR 77 bpm
    • Wearable568 steps/day
    • WearableShort sleep window
  • Mucosal barrier integrity 60
    • DNAFUT2 non-secretor lowers mucosal fucosylation
    • Daily logGI symptom score 77 and rising
    • WearableSleep 5.8 h, below personal baseline
  • Butyrate / short-chain fatty acid production 20
    • Daily logFibre intake low in recent food logs
  • Drug metabolism and exposure 20
    • BloodToxicity index 46
DNA
Fictional pharmacogenomic panel
  • FUT2 rs601338 AA (non-secretor)
    Reduced mucosal fucosylation
  • IL6 -174 G/C
    Higher inflammatory tone
  • CYP2D6 Rapid metabolizer
    Expected exposure
  • GLP1R rs6923761 A
    Altered receptor sensitivity
Microbiome
Shannon diversity 2 · butyrate capacity 48/100
  • Akkermansia muciniphilaNormal
  • Faecalibacterium prausnitziiNormal
  • Bacteroides fragilisNormal
  • Bifidobacterium longumNormal
  • EnterobacteriaceaeNormal
Wearable, last 14 days
daily evolution fed into the runtime
HRV
22 ms
Sleep
5.9 h
Steps
1,334
Resting HR
76 bpm
Daily log: GI score 77, nutritional resilience 35, 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
  • 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-0251150%S0451
P-0259450%S2045
P-0261050%S14NP-02no change42
P-0214649%S14ME-01improved33
P-0215746%S14ME-01improved55
P-0232045%S14NP-02improved50
P-0251445%S05ME-01improved44
P-0253245%S1458
P-0254645%S20NP-02improved40
P-0261445%S1439
P-0250544%S14NP-02improved45
P-0258244%S14ME-01improved45