700 patients109,892 observations180 daysLIVE

Patient P-02420

Synthetic patientMETA-24 · Day 111 · 45–54 · M · baseline S13Steering view · 3DOpen companion preview
Is the drug working?

Metabolic response 72 at the day-84 endpoint (observed).

Why responding?

Responding: response probability 50%, metabolic response 61 today; biology is not blocking the drug.

Is a side effect starting?

No side effect starting: nausea / gi symptoms 18, tolerability burden 21, no drift from the model.

Still taking it?

59 of 61 scheduled doses in the last 60 days are biologically confirmed (97%); 2 were logged but show no dose signature. Dose signature: resting HR +4 bpm, HRV −9 ms.

last 10 doses · green confirmed · amber logged only · red missed
Plan for this patient
stable, no actionrecommendowner · Companionreview day 118Human Model →
Next action
No action indicated; maintain.
Kept if

Trajectory is stable relative to similar patients; keep the current content.

Daily to-dos in the companion
  • 🍽Keep meals regular; three to four moderate portions spaced through the day
  • 🍽Include a cooked vegetable portion with each main meal
  • Log the daily check-in; one line is enough
  • A 15-minute walk after lunch
  • 💊Take the dose at the same time relative to your evening meal
  • 💊No additional supplements this week
Adherence
94% stable

Adherence is not the problem.

Changes the plan if

sleep quality falling under 35 while GI rises

LLIFE OS insight
grounded · add an LLM key for prose

P-02420 is on day 111 of META-24 (EC-01, baseline S13): response improving, tolerance deteriorating, GI favorable. Over 14 days response moved +5 and GI -2; discontinuation risk is 13%. The state is in the restoration basin, heading towards restoration.

Biology sets the gain: FUT2 non-secretor, IL6 high-expression variant, Poor metabolizer, Low butyrate capacity, Low microbial diversity; butyrate capacity 29/100, diversity 2.3. Pushing it down: Escherichia coli 21.984% (LPS load) (-34.8), Low butyrate capacity (-27.3), 4 keystone species absent (-20.4). From the daily log: fat +3.9 GI next day, alcohol +3.9 GI next day, ultra-processed +2.8 GI next day, protein -2.7 GI next day.

No action has been tried yet.

No action is indicated now; the trajectory is stable relative to similar patients.

Therapy response
Improving
Tolerance
Deteriorating
GI state
Favorable
Inflammatory state
Favorable
Nutritional resilience
Favorable
Discontinuation risk
13%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted · dose (daily oral dose, morning)
  1. Day 0 META-24 startedBaseline state S13

What changed?

Trajectory is tracking the baseline prediction.

Primary contributors, last 14 days
  • Treatment adherence+5
  • Toxicity+5
  • Nutritional resilience-4
  • Inflammatory activity-3
  • GI instability-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

    Asset settings

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

    Glucose, CGM daily mean
    CGM
    122 mg/dL
    stable · -5.1 vs previous 14 d
    Active minutes
    Wearable
    42 min
    worsening · -1.9 vs previous 14 d
    Sleep duration
    Wearable
    7.4 h
    stable · +0.0 vs previous 14 d
    Energy level
    Daily log
    6.9/10
    worsening · -0.3 vs previous 14 d
    Steps
    Wearable
    4,594
    worsening · -245 vs previous 14 d
    GI burden
    Companion
    17.8/100
    improving · -1.8 vs previous 14 d
    Adherence
    Companion
    93.9 %
    stable · +1.0 vs previous 14 d
    This trajectory is decaying — what would help, what would not
    Steering view →

    Heading towards restoration · 77 from the failing basin, 18 from restoration.

    Would help
    • No untried action with strong evidence. Compose one from primitives.
    • More protein
      GI -2.7 next day on high-intake days · n 25
    Would not help
    • Keep fat low
      GI +3.9 next day on high-intake days · n 23
    • Keep alcohol low
      GI +3.9 next day on high-intake days · n 15
    • Keep ultra-processed low
      GI +2.8 next day on high-intake days · n 13
    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.

    • Dietary fat load
      +3.9detractor · 95%
    • Alcohol
      +3.9detractor · 95%
    • Ultra-processed food
      +2.8detractor · 95%
    • Protein
      -2.7supporter · 95%
    • Simple carbohydrates
      +2.5detractor · 95%
    • Insoluble fibre
      -0.3no signal · 15%

    DeepGene damage signature

    The metagenomic + host-DNA read-out that initializes this patient's biology and, on retest, measures whether the steering worked.

    Damage score · retest day 90
    64/100
    vs baseline (day 0)
    -20
    8 improved · 2 worsened
    synthetic signature · consistent with this patient's biology
    • 4 opportunists above range: Escherichia coli, Enterococcus faecium, Streptococcus gallolyticus
    • 4 keystone species absent
    • Shannon 2.48 (expected ≥ 3)
    • 7 resistance genes
    • Tissue recycling index 44
    Pathogens / opportunists4/5
    from 3
    Keystone species4/8
    Diversity1/2
    from 2
    Metabolic modules1/4
    Vitamin synthesis3/7
    from 4
    Oral translocation1/1
    Host DNA0/1
    from 1
    Tissue recycling1/1
    Central mechanisms0/2
    from 2
    Virulence factors4/4
    Antibiotic resistance genes7/7
    from 8
    Genetic predisposition2/2
    Opportunists above range
    Escherichia coli 21.984% AR
    Enterococcus faecium 10.992% AR
    Streptococcus gallolyticus 2.198% AR
    Clostridioides difficile 2.198% AR
    Keystone species absent
    Akkermansia muciniphila, Bifidobacterium longum, Butyricicoccus pullicaecorum, Eubacterium rectale
    Capacity
    Shannon 2.48 · butyrate 541 CPM · SCFA 854
    H2S above band
    3 vitamins below
    Host & mechanisms
    tissue recycling 44/100
    oral translocation 5% AR
    7 resistance genes · 4 virulence factors

    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
    • Butyrate / short-chain fatty acid production 60
      • MicrobiomeButyrate capacity 29/100
      • MicrobiomeF. prausnitzii depleted
    • Drug metabolism and exposure 40
      • DNACYP2D6 poor metabolizer → higher exposure
    • Inflammatory signalling 25
      • DNAIL6 -174 variant raises baseline inflammatory tone
    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 2.3 · butyrate capacity 29/100
    • Akkermansia muciniphilaLow
    • Faecalibacterium prausnitziiLow
    • Bacteroides fragilisNormal
    • Bifidobacterium longumNormal
    • EnterobacteriaceaeNormal
    Wearable, last 14 days
    daily evolution fed into the runtime
    HRV
    61 ms
    Sleep
    6.8 h
    Steps
    4,087
    Resting HR
    67 bpm
    Daily log: GI score 18, nutritional resilience 65, adherence 94.

    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-0203940%S01HY-01improved57
    P-0261639%S01AD-05improved65
    P-0243638%S0175
    P-0230837%S0165
    P-0207136%S0179
    P-0226436%S0145
    P-0223635%S0175
    P-0248935%S0144
    P-0249435%S01DT-01improved66
    P-0265335%S0159
    P-0200734%S0166
    P-0207934%S0175