700 patients109,892 observations180 daysLIVE

Patient P-02041

Synthetic patientMETA-24 · Day 141 · 75+ · F · baseline S06Steering view · 3DOpen companion preview
Is the drug working?

Metabolic response 45 at the day-84 endpoint (observed).

Why responding?

Responding: response probability 52%, metabolic response 52 today; biology is not blocking the drug.

Is a side effect starting?

Drift detected on day 12 (HRV −9 ms, resting HR +11 bpm, sleep −0.9 h, nausea / gi symptoms +46, inflammatory load +43); the side effect would have been reported on day 16 — 4 days of warning.

Still taking it?

53 of 61 scheduled doses in the last 60 days are biologically confirmed (87%); 8 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
stable, no actionrecommendowner · Companionreview day 148Human 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
  • Keep the current walking rhythm
  • 💊Take the dose at the same time relative to your evening meal
  • 💊No additional supplements this week
Adherence
91% 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-02041 is on day 141 of META-24 (ET, baseline S06): response stable, tolerance favorable, GI improving. Over 14 days response moved +4 and GI -7; discontinuation risk is 8%. The state is between basins, heading towards restoration, after diverging from the model on day 12.

Biology sets the gain: FUT2 non-secretor, Low butyrate capacity, Low microbial diversity; butyrate capacity 23/100, diversity 2.0. Pushing it down: Escherichia coli 25.768% (LPS load) (-42.1), Low butyrate capacity (-33.1), 5 keystone species absent (-24.8). Pulling it up: GI Support Protocol GI-04 (+56.3), Protein (supports) (+27.3). From the daily log: protein -6.6 GI next day, fat +5.7 GI next day, simple carbs +4.9 GI next day, ultra-processed +3.3 GI next day.

Past actions: GI-04 on day 23 → improved (26%).

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

Therapy response
Stable
Tolerance
Favorable
GI state
Improving
Inflammatory state
Improving
Nutritional resilience
Favorable
Discontinuation risk
8%

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 S06
  2. Day 12 Trajectory diverged from predictionObserved response fell below the model's expected path.
  3. Day 22 GI-04 recommendedGI Support Protocol GI-04
  4. Day 23 Patient acceptedStarted GI-04 in the companion
  5. Day 31 GI symptom burden −26% vs expectedGI Support Protocol GI-04
  6. Day 37 Tolerance state changedUnstable → Improving

What changed?

Trajectory began diverging from predicted response on Day 12.

Primary contributors, last 14 days
  • GI instability-7
  • Inflammatory activity-5
  • Treatment adherence-3
  • Toxicity+3

What helped?

  • GI Support Protocol GI-04Day 22
    Result: symptom burden −26%
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
121 mg/dL
stable · +1.9 vs previous 14 d
Active minutes
Wearable
69 min
worsening · -7.6 vs previous 14 d
Sleep duration
Wearable
6.4 h
stable · -0.2 vs previous 14 d
Energy level
Daily log
6.1/10
worsening · -0.9 vs previous 14 d
Steps
Wearable
6,815
worsening · -750 vs previous 14 d
GI burden
Companion
10.3/100
worsening · +7.3 vs previous 14 d
Adherence
Companion
91.4 %
stable · -0.9 vs previous 14 d
This trajectory is doing well — what to keep, what to watch
Steering view →

Heading towards restoration · 80 from the failing basin, 27 from restoration.

Good elements to keep
  • GI Support Protocol GI-04
    intervention · steering +56.3
  • Protein (supports)
    perturbation · steering +27.3
  • Daily walks resumed
    perturbation · steering +3.3
  • Protein
    supporter · GI -6.6 next day
Main detractors to watch
  • Escherichia coli 25.768% (LPS load)
    hidden · steering -42.1
  • Low butyrate capacity
    hidden · steering -33.1
  • 5 keystone species absent
    hidden · steering -24.8
  • Dietary fat load
    perturbation · steering -23.8
  • Dietary fat load
    detractor · GI +5.7 next day
  • Simple carbohydrates
    detractor · GI +4.9 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.

  • Protein
    -6.6supporter · 95%
  • Dietary fat load
    +5.7detractor · 95%
  • Simple carbohydrates
    +4.9detractor · 95%
  • Ultra-processed food
    +3.3detractor · 60%
  • Insoluble fibre
    -2.9no signal · 54%
  • Alcohol
    -0.4no 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
84/100
vs baseline (day 0)
+10
1 improved · 8 worsened
synthetic signature · consistent with this patient's biology
  • 3 opportunists above range: Escherichia coli, Streptococcus gallolyticus, Clostridioides difficile
  • 5 keystone species absent
  • Shannon 2.27 (expected ≥ 3)
  • 9 resistance genes
  • Host DNA fragmentation atypical
  • Tissue recycling index 56
Pathogens / opportunists3/5
from 4
Keystone species5/8
from 4
Diversity2/2
Metabolic modules1/4
Vitamin synthesis4/7
from 3
Oral translocation1/1
Host DNA1/1
from 0
Tissue recycling1/1
Central mechanisms2/2
from 1
Virulence factors5/5
from 4
Antibiotic resistance genes9/9
from 6
Genetic predisposition2/2
Opportunists above range
Escherichia coli 25.768% AR
Streptococcus gallolyticus 2.577% AR
Clostridioides difficile 2.577% AR
Keystone species absent
Akkermansia muciniphila, Bifidobacterium longum, Butyricicoccus pullicaecorum, Eubacterium rectale, Faecalibacterium prausnitzii
Capacity
Shannon 2.27 · butyrate 414 CPM · SCFA 806
H2S above band
4 vitamins below
Host & mechanisms
host DNA fragmentation atypical
tissue recycling 56/100
oral translocation 5.85% AR
molecular_mimicry above
estrobolome above
9 resistance genes · 5 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 35
    • MicrobiomeButyrate capacity 23/100
  • Autonomic recovery 20
    • WearableShort sleep window
DNA
Fictional pharmacogenomic panel
  • FUT2 rs601338 AA (non-secretor)
    Reduced mucosal fucosylation
  • CYP2D6 Normal metabolizer
    Expected exposure
  • GLP1R rs6923761 A
    Altered receptor sensitivity
Microbiome
Shannon diversity 2 · butyrate capacity 23/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiNormal
  • Bacteroides fragilisNormal
  • Bifidobacterium longumLow
  • EnterobacteriaceaeHigh
Wearable, last 14 days
daily evolution fed into the runtime
HRV
50 ms
Sleep
6.4 h
Steps
7,368
Resting HR
69 bpm
Daily log: GI score 10, nutritional resilience 69, adherence 91.

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
  • Keep the current walking rhythm
  • 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-0233251%S04DT-01improved53
P-0219350%S14DT-01improved49
P-0266248%S12HY-01improved47
P-0205446%S19HY-01improved47
P-0216146%S15HY-01improved51
P-0257846%S15DT-01improved55
P-0269046%S17HY-01improved45
P-0204245%S11HY-01improved53
P-0212245%S12DT-01improved53
P-0228745%S05DT-01improved53
P-0263345%S10DT-01improved50
P-0203944%S01HY-01improved57