700 patients110,866 observations180 daysLIVE

Patient P-02018

Synthetic patientMETA-24 · Day 168 · 25–34 · M · baseline S01Steering view · 3DOpen companion preview
Therapy response
Improving
Tolerance
Deteriorating
GI state
Unstable
Inflammatory state
Unstable
Nutritional resilience
Unstable
Discontinuation risk
74%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 META-24 startedBaseline state S01
  2. Day 65 Trajectory diverged from predictionObserved response fell below the model's expected path.
  3. Day 80 GI-04 recommendedGI Support Protocol GI-04
  4. Day 81 Patient acceptedStarted GI-04 in the companion
  5. Day 85 ME-01 recommendedMonitoring Escalation ME-01
  6. Day 86 Patient acceptedStarted ME-01 in the companion
  7. Day 89 GI symptom burden −25% vs expectedGI Support Protocol GI-04
  8. Day 89 Deterioration detected before clinical escalationMonitoring Escalation ME-01
  9. Day 95 Tolerance state changedUnstable → Improving

What changed?

Trajectory began diverging from predicted response on Day 65.

Primary contributors, last 14 days
  • Nutritional resilience-11
  • GI instability+10
  • Toxicity+7
  • Inflammatory activity+6

What helped?

  • GI Support Protocol GI-04Day 80
    Result: symptom burden −25%
  • Monitoring Escalation ME-01Day 85
    Result: deterioration detected before clinical escalation
LIFE OS recommendation
Supportive Compound SC-12
59%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 69% showed improvement
  • median effect visible after 6 days

Daily trackers

Molecule settings

The trackers this program marks as important, last 14 days vs the 14 before.

Active minutes
Wearable
44 min
worsening · -3.0 vs previous 14 d
Sleep duration
Wearable
6.3 h
stable · +0.2 vs previous 14 d
Energy level
Daily log
3.4/10
stable · -0.1 vs previous 14 d
Steps
Wearable
4,651
stable · -148 vs previous 14 d
GI burden
Companion
62.3/100
worsening · +7.1 vs previous 14 d
Adherence
Companion
49.5 %
stable · -0.0 vs previous 14 d
Sleep quality
Wearable
35.3/100
stable · +0.8 vs previous 14 d
Glucose, CGM daily mean
CGM
146 mg/dL
stable · +1.1 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 25 from the failing basin, 66 from restoration.

Would help
  • NP-02 Dietary Support Protocol
    59% improved among 32 similar · onset 10 d · confidence 68%
  • SC-12 Supportive Compound
    69% improved among 26 similar · onset 6 d · confidence 68%
  • CR-01 Clinician Review
    100% improved among 6 similar · onset 5 d · confidence 68%
  • More protein
    GI -3.5 next day on high-intake days · n 19
Would not help
  • Keep histamine low
    GI +3.9 next day on high-intake days · n 20
  • Keep fat low
    GI +3.1 next day on high-intake days · n 17
  • Keep ultra-processed low
    GI +3.1 next day on high-intake days · n 23
State influencers · digestive

Next-day GI change on high-intake vs low-intake days, last 60 days. Attribution from this patient's own log; sensitivity set by their biology.

  • Histamine load
    +3.9detractor · 95%
  • Protein
    -3.5supporter · 95%
  • Dietary fat load
    +3.1detractor · 95%
  • Ultra-processed food
    +3.1detractor · 95%
  • Alcohol
    +2.5detractor · 87%
  • Insoluble fibre
    +1.9detractor · 63%
  • Simple carbohydrates
    +1.7no signal · 53%
  • Caffeine
    -1no signal · 35%

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 62 and rising
  • Butyrate / short-chain fatty acid production 80
    • MicrobiomeButyrate capacity 40/100
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
  • Inflammatory signalling 70
    • DNAIL6 -174 variant raises baseline inflammatory tone
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 59
  • Autonomic recovery 45
    • WearableResting HR 83 bpm
    • WearableShort sleep window
  • Drug metabolism and exposure 20
    • BloodToxicity index 44
DNA
Fictional pharmacogenomic panel
  • FUT2 rs601338 AA (non-secretor)
    Reduced mucosal fucosylation
  • IL6 -174 G/C
    Higher inflammatory tone
  • CYP2D6 Intermediate metabolizer
    Expected exposure
Microbiome
Shannon diversity 2.8 · butyrate capacity 40/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisHigh
  • Bifidobacterium longumNormal
  • EnterobacteriaceaeNormal
Wearable, last 14 days
daily evolution fed into the runtime
HRV
44 ms
Sleep
6.5 h
Steps
4,671
Resting HR
82 bpm
Daily log: GI score 62, nutritional resilience 34, adherence 50.

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-0209320%S05AD-05no change40
P-0248323%S06BR-03no change64
P-0208721%S01BR-03no change40
P-0215136%S04CR-01improved49
P-0205435%S01CR-01improved57
P-0202534%S15CR-01improved61
P-0200933%S08CR-01improved64
P-0215431%S16CR-01improved57
P-0223330%S16CR-01improved66
P-0239523%S12DT-01improved57
P-0249122%S09DT-01no change65
P-0227421%S15DT-01improved50