700 patients109,892 observations180 daysLIVE

Patient P-02091

Synthetic patientMETA-24 · Day 138 · 25–34 · F · baseline S02Steering view · 3DOpen companion preview
Is the drug working?

Metabolic response 63 at the day-84 endpoint (observed).

Why responding?

Responding: response probability 59%, metabolic response 58 today; biology is not blocking the drug.

Is a side effect starting?

No side effect starting: nausea / gi symptoms 19, tolerability burden 27, no drift from the model.

Still taking it?

54 of 61 scheduled doses in the last 60 days are biologically confirmed (89%); 7 were logged but show no dose signature. Dose signature: resting HR +3 bpm, HRV −7 ms.

last 10 doses · green confirmed · amber logged only · red missed
Plan for this patient
stable, no actionrecommendowner · Companionreview day 145Human 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% improving

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-02091 is on day 138 of META-24 (MR, baseline S02): response declining, tolerance favorable, GI improving. Over 14 days response moved -7 and GI -5; discontinuation risk is 16%. The state is in the restoration basin, heading towards restoration.

Biology sets the gain: Low microbial diversity; butyrate capacity 47/100, diversity 2.8. Pushing it down: Enterococcus faecium 11.684% (LPS load) (-32.7), 4 keystone species absent (-24.3), Tissue recycling 51/100 (-15.6). Pulling it up: Protein (supports) (+14.5), Butyrate producers intact (+13.9). From the daily log: protein -3.4 GI next day, simple carbs +2.4 GI next day.

No action has been tried yet.

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

Therapy response
Declining
Tolerance
Favorable
GI state
Improving
Inflammatory state
Improving
Nutritional resilience
Favorable
Discontinuation risk
16%

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 S02

What changed?

Trajectory is tracking the baseline prediction.

Primary contributors, last 14 days
  • Inflammatory activity-12
  • GI instability-5
  • Treatment adherence+5
  • Toxicity+3

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
    128 mg/dL
    stable · -1.9 vs previous 14 d
    Active minutes
    Wearable
    23 min
    worsening · -2.7 vs previous 14 d
    Sleep duration
    Wearable
    8.2 h
    stable · +0.1 vs previous 14 d
    Energy level
    Daily log
    6.2/10
    stable · -0.0 vs previous 14 d
    Steps
    Wearable
    3,006
    improving · +218 vs previous 14 d
    GI burden
    Companion
    19/100
    improving · -4.9 vs previous 14 d
    Adherence
    Companion
    94 %
    improving · +5.8 vs previous 14 d
    This trajectory is decaying — what would help, what would not
    Steering view →

    Heading towards restoration · 74 from the failing basin, 20 from restoration.

    Would help
    • No untried action with strong evidence. Compose one from primitives.
    • More protein
      GI -3.4 next day on high-intake days · n 20
    Would not help
    • Keep simple carbs low
      GI +2.4 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.

    • Protein
      -3.4supporter · 95%
    • Simple carbohydrates
      +2.4detractor · 88%
    • Ultra-processed food
      +1.4no signal · 44%
    • Insoluble fibre
      -0.2no signal · 15%
    • Dietary fat load
      0no signal · 15%
    • Alcohol
      0no 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
    55/100
    vs baseline (day 0)
    +1
    1 improved · 3 worsened
    synthetic signature · consistent with this patient's biology
    • 1 opportunist above range: Enterococcus faecium
    • 4 keystone species absent
    • Shannon 2.44 (expected ≥ 3)
    • 7 resistance genes
    • Tissue recycling index 51
    Pathogens / opportunists1/5
    from 2
    Keystone species4/8
    Diversity1/2
    Metabolic modules0/4
    Vitamin synthesis4/7
    from 3
    Oral translocation1/1
    Host DNA0/1
    Tissue recycling1/1
    Central mechanisms1/2
    from 0
    Virulence factors4/4
    Antibiotic resistance genes7/7
    from 6
    Genetic predisposition1/1
    Opportunists above range
    Enterococcus faecium 11.684% AR
    Keystone species absent
    Akkermansia muciniphila, Bifidobacterium longum, Butyricicoccus pullicaecorum, Eubacterium rectale
    Capacity
    Shannon 2.44 · butyrate 520 CPM · SCFA 832
    4 vitamins below
    Host & mechanisms
    tissue recycling 51/100
    oral translocation 5.31% AR
    molecular_mimicry above
    7 resistance genes · 4 virulence factors

    Biological layers

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

    Pathways under pressure
    • Autonomic recovery 45
      • WearableResting HR 73 bpm
      • Wearable3,006 steps/day
    • Inflammatory signalling 35
      • MicrobiomeBacteroides fragilis expansion
      • WearableHRV 31 ms, trending down
    DNA
    Fictional pharmacogenomic panel
    • CYP2D6 Normal metabolizer
      Expected exposure
    Microbiome
    Shannon diversity 2.8 · butyrate capacity 47/100
    • Akkermansia muciniphilaNormal
    • Faecalibacterium prausnitziiNormal
    • Bacteroides fragilisHigh
    • Bifidobacterium longumNormal
    • EnterobacteriaceaeNormal
    Wearable, last 14 days
    daily evolution fed into the runtime
    HRV
    32 ms
    Sleep
    7.9 h
    Steps
    3,217
    Resting HR
    72 bpm
    Daily log: GI score 19, nutritional resilience 64, 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
    • 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
    • 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-0212953%S08BR-03improved59
    P-0209252%S04ME-01improved67
    P-0214748%S14SC-12improved64
    P-0213547%S06BR-03improved70
    P-0245342%S18DT-01improved53
    P-0205541%S07SC-12improved57
    P-0249441%S01DT-01improved66
    P-0261741%S17DT-01improved55
    P-0262741%S11AD-05improved59
    P-0210639%S19DT-01improved50
    P-0249839%S10ME-01improved67
    P-0206838%S05HY-01improved58