700 patients110,866 observations180 daysLIVE

Patient P-02653

Synthetic patientMETA-24 · Day 180 · 45–54 · M · baseline S14Steering view · 3DOpen companion preview
Therapy response
Improving
Tolerance
Improving
GI state
Deteriorating
Inflammatory state
Favorable
Nutritional resilience
Favorable
Discontinuation risk
27%

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 23 Trajectory diverged from predictionObserved response fell below the model's expected path.

What changed?

Trajectory began diverging from predicted response on Day 23.

Primary contributors, last 14 days
  • Treatment adherence-11
  • Toxicity-10
  • GI instability+6
  • Nutritional resilience+2

What helped?

No interventions yet.

    LIFE OS recommendation
    No intervention is indicated right now. The trajectory is stable relative to similar patients. See what worked for similar patients.

    Daily trackers

    Molecule settings

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

    Active minutes
    Wearable
    32 min
    stable · +1.1 vs previous 14 d
    Sleep duration
    Wearable
    6.4 h
    stable · +0.0 vs previous 14 d
    Energy level
    Daily log
    7.1/10
    improving · +0.5 vs previous 14 d
    Steps
    Wearable
    4,365
    improving · +318 vs previous 14 d
    GI burden
    Companion
    19.3/100
    stable · -0.6 vs previous 14 d
    Adherence
    Companion
    88.5 %
    worsening · -4.9 vs previous 14 d
    Sleep quality
    Wearable
    46.3/100
    stable · +0.6 vs previous 14 d
    Glucose, CGM daily mean
    CGM
    137 mg/dL
    stable · +1.3 vs previous 14 d
    This trajectory is doing well — what to keep, what to watch
    Steering view →

    Heading towards restoration · 94 from the failing basin, 14 from restoration.

    Good elements to keep
    • Butyrate producers intact
      hidden · steering +7.5
    • Protein (supports)
      perturbation · steering +5.2
    • Daily walks resumed
      perturbation · steering +3.3
    • Protein
      supporter · GI -2.8 next day
    Main detractors to watch
    • Poor metabolizer
      hidden · steering -12.7
    • FUT2 non-secretor
      hidden · steering -10.6
    • Enterobacteriaceae elevated
      hidden · steering -7.4
    • IL6 high-expression variant
      hidden · steering -7.3
    • Caffeine
      detractor · GI +3.8 next day
    • Histamine load
      detractor · GI +3.7 next day
    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
      +3.8detractor · 95%
    • Histamine load
      +3.7detractor · 95%
    • Ultra-processed food
      +3.2detractor · 95%
    • Protein
      -2.8supporter · 95%
    • Simple carbohydrates
      +0.4no signal · 15%
    • Insoluble fibre
      -0.3no signal · 15%
    • Dietary fat load
      -0.1no signal · 15%
    • Alcohol
      +0.1no signal · 15%

    Biological layers

    Which pathways look influenced, and by which layer of this person's biology.

    Pathways under pressure
    • Drug metabolism and exposure 40
      • DNACYP2D6 poor metabolizer → higher exposure
    • Mucosal barrier integrity 30
      • DNAFUT2 non-secretor lowers mucosal fucosylation
    • Inflammatory signalling 25
      • DNAIL6 -174 variant raises baseline inflammatory tone
    • Autonomic recovery 20
      • WearableShort sleep window
    DNA
    Fictional pharmacogenomic panel
    • FUT2 rs601338 AA (non-secretor)
      Reduced mucosal fucosylation
    • IL6 -174 G/C
      Higher inflammatory tone
    • CYP2D6 Poor metabolizer
      Higher exposure at standard dose
    • MTHFR C677T
      Reduced folate turnover
    Microbiome
    Shannon diversity 3 · butyrate capacity 75/100
    • Akkermansia muciniphilaNormal
    • Faecalibacterium prausnitziiNormal
    • Bacteroides fragilisNormal
    • Bifidobacterium longumLow
    • EnterobacteriaceaeHigh
    Wearable, last 14 days
    daily evolution fed into the runtime
    HRV
    69 ms
    Sleep
    6.5 h
    Steps
    4,865
    Resting HR
    71 bpm
    Daily log: GI score 19, nutritional resilience 69, adherence 89.

    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
    • Keep fibre steady; no new sources this week
    • 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
    • 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
    • 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-0227740%S05AD-05improved92
    P-0255536%S01AD-05no change79
    P-0201337%S14BR-03no change94
    P-0228237%S01BR-03no change88
    P-0219332%S11CR-01improved87
    P-0235428%S01CR-01improved78
    P-0233743%S18DT-01no change100
    P-0256538%S09DT-01no change79
    P-0224935%S09DT-01improved100
    P-0208134%S20DT-01no change88
    P-0246229%S12DT-01improved65
    P-0221828%S01DT-01improved61