700 patients110,866 observations180 daysLIVE

Patient P-02059

Synthetic patientMETA-24 · Day 176 · 35–44 · F · baseline S03Steering view · 3DOpen companion preview
Therapy response
Unstable
Tolerance
Stable
GI state
Unstable
Inflammatory state
Unstable
Nutritional resilience
Unstable
Discontinuation risk
81%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 META-24 startedBaseline state S03
  2. Day 63 Trajectory diverged from predictionObserved response fell below the model's expected path.
  3. Day 68 SC-12 recommendedSupportive Compound SC-12
  4. Day 69 Patient acceptedStarted SC-12 in the companion
  5. Day 75 GI symptom burden −14% vs expectedSupportive Compound SC-12
  6. Day 79 GI-04 recommendedGI Support Protocol GI-04
  7. Day 80 Patient declinedNot now
  8. Day 81 Tolerance state changedUnstable → Improving
  9. Day 81 ME-01 recommendedMonitoring Escalation ME-01
  10. Day 82 Patient acceptedStarted ME-01 in the companion
  11. Day 85 Deterioration detected before clinical escalationMonitoring Escalation ME-01

What changed?

Trajectory began diverging from predicted response on Day 63.

Primary contributors, last 14 days
  • Nutritional resilience-5
  • GI instability-3
  • Toxicity+3
  • Treatment adherence+2

What helped?

  • Supportive Compound SC-12Day 68
    Result: symptom burden −14%
  • GI Support Protocol GI-04Day 79
    Declined by patient
  • Monitoring Escalation ME-01Day 81
    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

Daily trackers

Molecule settings

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

Active minutes
Wearable
78 min
stable · -0.1 vs previous 14 d
Sleep duration
Wearable
6.5 h
stable · +0.2 vs previous 14 d
Energy level
Daily log
3/10
worsening · -0.2 vs previous 14 d
Steps
Wearable
7,679
stable · -247 vs previous 14 d
GI burden
Companion
63.2/100
stable · +0.3 vs previous 14 d
Adherence
Companion
46.9 %
stable · -1.1 vs previous 14 d
Sleep quality
Wearable
29.2/100
improving · +3.0 vs previous 14 d
Glucose, CGM daily mean
CGM
137 mg/dL
stable · +2.5 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 19 from the failing basin, 71 from restoration.

Would help
  • GI-04 GI Support Protocol
    74% improved among 66 similar · onset 8 d · confidence 96%
  • NP-02 Dietary Support Protocol
    59% improved among 32 similar · onset 10 d · confidence 79%
  • CR-01 Clinician Review
    100% improved among 6 similar · onset 5 d · confidence 79%
  • More protein
    GI -6.5 next day on high-intake days · n 25
Would not help
  • Keep ultra-processed low
    GI +6.7 next day on high-intake days · n 17
  • Keep histamine low
    GI +6.6 next day on high-intake days · n 23
  • Keep fat low
    GI +5.8 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.

  • Ultra-processed food
    +6.7detractor · 95%
  • Histamine load
    +6.6detractor · 95%
  • Protein
    -6.5supporter · 95%
  • Dietary fat load
    +5.8detractor · 95%
  • Insoluble fibre
    +4.7detractor · 95%
  • Alcohol
    -2.2no signal · 46%
  • Simple carbohydrates
    -0.7no signal · 15%
  • Caffeine
    +0.6no signal · 15%

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 29/100
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
  • Inflammatory signalling 50
    • DNAIL6 -174 variant raises baseline inflammatory tone
    • BloodInflammatory load index 62
  • Drug metabolism and exposure 20
    • BloodToxicity index 45
DNA
Fictional pharmacogenomic panel
  • FUT2 rs601338 AA (non-secretor)
    Reduced mucosal fucosylation
  • IL6 -174 G/C
    Higher inflammatory tone
  • CYP2D6 Intermediate metabolizer
    Expected exposure
  • GLP1R rs6923761 A
    Altered receptor sensitivity
Microbiome
Shannon diversity 3.1 · butyrate capacity 29/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisNormal
  • Bifidobacterium longumLow
  • EnterobacteriaceaeHigh
Wearable, last 14 days
daily evolution fed into the runtime
HRV
49 ms
Sleep
6.7 h
Steps
6,459
Resting HR
68 bpm
Daily log: GI score 63, nutritional resilience 36, adherence 47.

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
  • Keep the current walking rhythm
  • 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-0232649%S18NP-02improved44
P-0262849%S14SC-12improved47
P-0265749%S1442
P-0222448%S14NP-02no change33
P-0254647%S20NP-02improved40
P-0201846%S01GI-04improved46
P-0225345%S14NP-02no change41
P-0231645%S14GI-04improved51
P-0250645%S14SC-12no change32
P-0251645%S14SC-12improved51
P-0234844%S14GI-04improved49
P-0253544%S14SC-12improved50