700 patients110,866 observations180 daysLIVE

Patient P-02321

Synthetic patientMETA-24 · Day 168 · 55–64 · F · baseline S17Steering view · 3DOpen companion preview
Therapy response
Declining
Tolerance
Improving
GI state
Improving
Inflammatory state
Improving
Nutritional resilience
Stable
Discontinuation risk
40%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 META-24 startedBaseline state S17
  2. Day 25 Trajectory diverged from predictionObserved response fell below the model's expected path.
  3. Day 122 GI-04 recommendedGI Support Protocol GI-04
  4. Day 123 Patient acceptedStarted GI-04 in the companion
  5. Day 131 GI symptom burden −28% vs expectedGI Support Protocol GI-04
  6. Day 137 Tolerance state changedUnstable → Improving

What changed?

Trajectory began diverging from predicted response on Day 25.

Primary contributors, last 14 days
  • Toxicity-9
  • GI instability-8
  • Inflammatory activity-5

What helped?

  • GI Support Protocol GI-04Day 122
    Result: symptom burden −28%
LIFE OS recommendation
Dosing / Timing Recommendation DT-01
59%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 80% showed improvement
  • median effect visible after 5 days

Daily trackers

Molecule settings

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

Active minutes
Wearable
59 min
worsening · -4.0 vs previous 14 d
Sleep duration
Wearable
6.4 h
worsening · -0.4 vs previous 14 d
Energy level
Daily log
3.7/10
worsening · -0.9 vs previous 14 d
Steps
Wearable
6,758
worsening · -388 vs previous 14 d
GI burden
Companion
39.1/100
worsening · +17.2 vs previous 14 d
Adherence
Companion
73.8 %
stable · -1.8 vs previous 14 d
Sleep quality
Wearable
39.3/100
worsening · -9.5 vs previous 14 d
Glucose, CGM daily mean
CGM
133 mg/dL
worsening · +7.2 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards restoration · 48 from the failing basin, 39 from restoration.

Would help
  • ME-01 Monitoring Escalation
    100% improved among 24 similar · onset 3 d · confidence 59%
  • SC-12 Supportive Compound
    83% improved among 18 similar · onset 6 d · confidence 59%
  • NP-02 Dietary Support Protocol
    65% improved among 20 similar · onset 10 d · confidence 59%
  • More protein
    GI -7.8 next day on high-intake days · n 17
Would not help
  • Keep fat low
    GI +6.3 next day on high-intake days · n 17
  • Keep caffeine low
    GI +5.4 next day on high-intake days · n 24
  • Keep alcohol low
    GI +5.3 next day on high-intake days · n 26
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
    -7.8supporter · 95%
  • Dietary fat load
    +6.3detractor · 95%
  • Caffeine
    +5.4detractor · 95%
  • Alcohol
    +5.3detractor · 95%
  • Insoluble fibre
    -1.7no signal · 31%
  • Histamine load
    +0.7no signal · 15%
  • Simple carbohydrates
    +0.2no signal · 15%
  • Ultra-processed food
    -0.2no signal · 15%

Biological layers

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

Pathways under pressure
  • Butyrate / short-chain fatty acid production 80
    • MicrobiomeButyrate capacity 44/100
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
  • Drug metabolism and exposure 60
    • DNACYP2D6 poor metabolizer → higher exposure
    • BloodToxicity index 45
  • Inflammatory signalling 45
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 44
  • Autonomic recovery 45
    • WearableResting HR 76 bpm
    • WearableShort sleep window
DNA
Fictional pharmacogenomic panel
  • CYP2D6 Poor metabolizer
    Higher exposure at standard dose
Microbiome
Shannon diversity 3.2 · butyrate capacity 44/100
  • Akkermansia muciniphilaNormal
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisHigh
  • Bifidobacterium longumLow
  • EnterobacteriaceaeNormal
Wearable, last 14 days
daily evolution fed into the runtime
HRV
39 ms
Sleep
5.9 h
Steps
6,505
Resting HR
80 bpm
Daily log: GI score 39, nutritional resilience 47, adherence 74.

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: 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-0204829%S0277
P-0211528%S14GI-04improved75
P-0240329%S0371
P-0233528%S0470
P-0255030%S0170
P-0219228%S0569
P-0265937%S0969
P-0235628%S0869
P-0229329%S15HY-01no change68
P-0259130%S1368
P-0209028%S0468
P-0251829%S17DT-01improved68