700 patients110,866 observations180 daysLIVE

Patient P-02577

Synthetic patientMETA-24 · Day 103 · 65–74 · F · baseline S10Steering view · 3DOpen companion preview
Therapy response
Stable
Tolerance
Favorable
GI state
Deteriorating
Inflammatory state
Favorable
Nutritional resilience
Declining
Discontinuation risk
31%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 META-24 startedBaseline state S10
  2. Day 22 Trajectory diverged from predictionObserved response fell below the model's expected path.

What changed?

Trajectory began diverging from predicted response on Day 22.

Primary contributors, last 14 days
  • Treatment adherence-11
  • Nutritional resilience-5
  • GI instability+4
  • Toxicity+4

What helped?

No interventions yet.

    LIFE OS recommendation
    Dietary Support Protocol NP-02
    35%
    probability of meaningful tolerance improvement
    • 284 similar trajectories
    • 50% showed improvement
    • median effect visible after 10 days

    Daily trackers

    Molecule settings

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

    Active minutes
    Wearable
    37 min
    stable · 0.0 vs previous 14 d
    Sleep duration
    Wearable
    7.7 h
    stable · -0.1 vs previous 14 d
    Energy level
    Daily log
    5.5/10
    worsening · -0.3 vs previous 14 d
    Steps
    Wearable
    4,400
    stable · +93 vs previous 14 d
    GI burden
    Companion
    35.4/100
    worsening · +5.3 vs previous 14 d
    Adherence
    Companion
    86.9 %
    stable · +1.5 vs previous 14 d
    Sleep quality
    Wearable
    52.9/100
    stable · -1.5 vs previous 14 d
    Glucose, CGM daily mean
    CGM
    133 mg/dL
    stable · +4.9 vs previous 14 d
    This trajectory is decaying — what would help, what would not
    Steering view →

    Heading towards failing · 56 from the failing basin, 31 from restoration.

    Would help
    • No untried action with strong evidence. Compose one from primitives.
    • More protein
      GI -7.2 next day on high-intake days · n 25
    Would not help
    • Keep caffeine low
      GI +7.6 next day on high-intake days · n 18
    • Keep histamine low
      GI +7.5 next day on high-intake days · n 21
    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.

    • Caffeine
      +7.6detractor · 95%
    • Histamine load
      +7.5detractor · 95%
    • Protein
      -7.2supporter · 95%
    • Insoluble fibre
      -4no signal · 54%
    • Ultra-processed food
      -2.3no signal · 41%
    • Alcohol
      +1.7no signal · 19%
    • Dietary fat load
      +0.9no signal · 15%
    • Simple carbohydrates
      -0.2no signal · 15%

    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
      • MicrobiomeAkkermansia low → thinner mucus layer
    • Drug metabolism and exposure 40
      • DNACYP2D6 poor metabolizer → higher exposure
    • Butyrate / short-chain fatty acid production 25
      • MicrobiomeF. prausnitzii depleted
    DNA
    Fictional pharmacogenomic panel
    • FUT2 rs601338 AA (non-secretor)
      Reduced mucosal fucosylation
    • CYP2D6 Poor metabolizer
      Higher exposure at standard dose
    • GLP1R rs6923761 A
      Altered receptor sensitivity
    Microbiome
    Shannon diversity 3.3 · butyrate capacity 47/100
    • Akkermansia muciniphilaLow
    • Faecalibacterium prausnitziiLow
    • Bacteroides fragilisNormal
    • Bifidobacterium longumNormal
    • EnterobacteriaceaeNormal
    Wearable, last 14 days
    daily evolution fed into the runtime
    HRV
    42 ms
    Sleep
    7.5 h
    Steps
    5,247
    Resting HR
    67 bpm
    Daily log: GI score 35, nutritional resilience 51, adherence 87.

    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
    • Keep meals regular; three to four moderate portions spaced through the day
    • Include a cooked vegetable portion with each main meal
    • 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
    • Log the daily check-in; one line is enough
    • A 15-minute walk after lunch
    • 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
    • No additional supplements this week
    • Fictional demo item: continue vitamin D as before

    284 biologically similar trajectories

    Black: this patient. Green: similar patients whose intervention worked. Orange: similar patients where it did not.

    PatientSimilarityBaselineInterventionOutcomeResponse today
    P-0209330%S05AD-05no change40
    P-0228530%S14AD-05no change39
    P-0248345%S06BR-03no change64
    P-0228035%S07BR-03no change50
    P-0226734%S09BR-03no change45
    P-0208733%S01BR-03no change40
    P-0235435%S01CR-01improved78
    P-0223332%S16CR-01improved66
    P-0249150%S09DT-01no change65
    P-0251841%S17DT-01improved68
    P-0227440%S15DT-01improved50
    P-0246239%S12DT-01improved65