700 patients109,892 observations180 daysLIVE

Patient P-02005

Synthetic patientMETA-24 · Day 178 · 65–74 · F · baseline S05Steering view · 3DOpen companion preview
Is the drug working?

Metabolic response 62 at the day-84 endpoint (observed).

Why responding?

Responding: response probability 60%, metabolic response 61 today; biology is not blocking the drug.

Is a side effect starting?

Drift detected on day 171 (HRV −6 ms, resting HR +4 bpm, nausea / gi symptoms +9, inflammatory load +7); nothing reported yet — the window to act is open.

Still taking it?

49 of 61 scheduled doses in the last 60 days are biologically confirmed (80%); 9 were logged but show no dose signature. Dose signature: resting HR +3 bpm, HRV −12 ms.

last 10 doses · green confirmed · amber logged only · red missed
Plan for this patient
not yet offeredrecommendowner · Companionreview day 183Human Model →
Next action
DT-01 Dosing / Timing Recommendation
61% probability of improvement
Kept if

91% of 284 similar trajectories improved after DT-01; if this one does, discontinuation risk is expected to fall from 35% to ~29%. Losing this patient costs €6k; the intervention costs €45.

Daily to-dos in the companion
  • 🍽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
  • Track each bowel movement today: time, stool form, urgency, overnight waking
  • A 15-minute walk after lunch
  • 💊Take the dose at the same time relative to your evening meal
  • 💊Electrolyte solution, one sachet after any loose stool
Adherence
99% 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-02005 is on day 178 of META-24 (MR, baseline S05): response declining, tolerance favorable, GI deteriorating. Over 14 days response moved -6 and GI +8; discontinuation risk is 35%. The state is between basins, heading towards failing, after diverging from the model on day 171.

Butyrate capacity 66/100, diversity 3.6, intermediate metabolizer. Pushing it down: Enterococcus faecium 5.484% (LPS load) (-29.8), Enterobacteriaceae elevated (-16.9), H2S production above band (-15.2). Pulling it up: Protein (supports) (+29.5), Butyrate producers intact (+17.1). From the daily log: protein -5.6 GI next day.

No action has been tried yet.

Next: DT-01 — 91% of 284 similar trajectories improved, 61% probability here. This would be contradicted by a further GI rise within the onset window or falling adherence.

Therapy response
Declining
Tolerance
Favorable
GI state
Deteriorating
Inflammatory state
Deteriorating
Nutritional resilience
Declining
Discontinuation risk
35%

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 S05
  2. Day 171 Trajectory diverged from predictionObserved response fell below the model's expected path.

What changed?

Trajectory began diverging from predicted response on Day 171.

Primary contributors, last 14 days
  • Inflammatory activity+11
  • GI instability+8
  • Nutritional resilience-5
  • Treatment adherence+5
  • Toxicity+3

What helped?

No interventions yet.

    LIFE OS recommendation
    61%
    probability of meaningful tolerance improvement
    • 284 similar trajectories
    • 91% showed improvement
    • median effect visible after 5 days

    Daily trackers

    Asset settings

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

    Glucose, CGM daily mean
    CGM
    138 mg/dL
    stable · +4.0 vs previous 14 d
    Active minutes
    Wearable
    34 min
    worsening · -5.1 vs previous 14 d
    Sleep duration
    Wearable
    6.8 h
    stable · +0.2 vs previous 14 d
    Energy level
    Daily log
    5.3/10
    stable · -0.2 vs previous 14 d
    Steps
    Wearable
    4,128
    worsening · -675 vs previous 14 d
    GI burden
    Companion
    44.1/100
    worsening · +7.2 vs previous 14 d
    Adherence
    Companion
    98.5 %
    stable · +2.5 vs previous 14 d
    This trajectory is decaying — what would help, what would not
    Steering view →

    Heading towards failing · 50 from the failing basin, 38 from restoration.

    Would help
    • DT-01 Dosing / Timing Recommendation
      91% improved among 11 similar · onset 5 d · confidence 54%
    • HY-01 Hydration Protocol
      67% improved among 12 similar · onset 4 d · confidence 54%
    • NP-02 Dietary Support Protocol
      67% improved among 6 similar · onset 10 d · confidence 54%
    • More protein
      GI -5.6 next day on high-intake days · n 18
    Would not help
    • Nothing clearly counter-productive in the record.
    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
      -5.6supporter · 95%
    • Simple carbohydrates
      -1.9no signal · 43%
    • Insoluble fibre
      +1.4no signal · 23%
    • Alcohol
      -0.4no signal · 15%
    • Ultra-processed food
      -0.2no signal · 15%
    • Dietary fat load
      +0.1no 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
    36/100
    vs baseline (day 0)
    +11
    0 improved · 5 worsened
    synthetic signature · consistent with this patient's biology
    • 3 opportunists above range: Klebsiella pneumoniae, Enterococcus faecium, Clostridioides difficile
    • 2 keystone species absent
    • 4 resistance genes
    Pathogens / opportunists3/5
    from 1
    Keystone species2/8
    Diversity0/2
    Metabolic modules1/4
    from 0
    Vitamin synthesis2/7
    from 1
    Oral translocation1/1
    Host DNA0/1
    Tissue recycling0/1
    Central mechanisms0/2
    Virulence factors2/2
    Antibiotic resistance genes4/4
    from 3
    Genetic predisposition2/2
    Opportunists above range
    Enterococcus faecium 5.484% AR
    Klebsiella pneumoniae 3.291% AR
    Clostridioides difficile 1.097% AR
    Keystone species absent
    Akkermansia muciniphila, Bifidobacterium longum
    Capacity
    Shannon 3.2 · butyrate 768 CPM · SCFA 1159
    H2S above band
    2 vitamins below
    Host & mechanisms
    tissue recycling 29/100
    oral translocation 2.52% AR
    4 resistance genes · 2 virulence factors

    Biological layers

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

    Pathways under pressure
    • Butyrate / short-chain fatty acid production 45
      • MicrobiomeF. prausnitzii depleted
      • Daily logFibre intake low in recent food logs
    • Inflammatory signalling 25
      • BloodInflammatory load index 44
    DNA
    Fictional pharmacogenomic panel
    • CYP2D6 Intermediate metabolizer
      Expected exposure
    • GLP1R rs6923761 A
      Altered receptor sensitivity
    Microbiome
    Shannon diversity 3.6 · butyrate capacity 66/100
    • Akkermansia muciniphilaNormal
    • Faecalibacterium prausnitziiLow
    • Bacteroides fragilisNormal
    • Bifidobacterium longumLow
    • EnterobacteriaceaeHigh
    Wearable, last 14 days
    daily evolution fed into the runtime
    HRV
    64 ms
    Sleep
    6.7 h
    Steps
    5,443
    Resting HR
    63 bpm
    Daily log: GI score 44, nutritional resilience 49, adherence 99.

    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
    • 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
    • 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-0239036%S12AD-05no change58
    P-0261634%S01AD-05improved65
    P-0262734%S11AD-05improved59
    P-0251637%S17BR-03improved55
    P-0213535%S06BR-03improved70
    P-0212934%S08BR-03improved59
    P-0216731%S18BR-03no change66
    P-0236540%S11DT-01no change52
    P-0212235%S12DT-01improved53
    P-0210632%S19DT-01improved50
    P-0228732%S05DT-01improved53
    P-0249432%S01DT-01improved66