700 patients110,866 observations180 daysLIVE

Patient P-02326

Synthetic patientMETA-24 · Day 171 · 35–44 · M · baseline S18Steering view · 3DOpen companion preview
Therapy response
Declining
Tolerance
Deteriorating
GI state
Unstable
Inflammatory state
Stable
Nutritional resilience
Unstable
Discontinuation risk
90%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 META-24 startedBaseline state S18
  2. Day 47 NP-02 recommendedDietary Support Protocol NP-02
  3. Day 48 Patient acceptedStarted NP-02 in the companion
  4. Day 58 GI symptom burden −18% vs expectedDietary Support Protocol NP-02
  5. Day 64 Tolerance state changedUnstable → Improving
  6. Day 70 Trajectory diverged from predictionObserved response fell below the model's expected path.
  7. Day 72 SC-12 recommendedSupportive Compound SC-12
  8. Day 73 Patient acceptedStarted SC-12 in the companion
  9. Day 78 GI-04 recommendedGI Support Protocol GI-04
  10. Day 79 Patient declinedNot now
  11. Day 79 GI symptom burden −14% vs expectedSupportive Compound SC-12
  12. Day 85 Tolerance state changedUnstable → Improving
  13. Day 89 ME-01 recommendedMonitoring Escalation ME-01
  14. Day 90 Patient acceptedStarted ME-01 in the companion
  15. Day 93 Deterioration detected before clinical escalationMonitoring Escalation ME-01

What changed?

Trajectory began diverging from predicted response on Day 70.

Primary contributors, last 14 days
  • Toxicity+14
  • Treatment adherence-9
  • Nutritional resilience-6
  • GI instability+4
  • Inflammatory activity+3

What helped?

  • Dietary Support Protocol NP-02Day 47
    Result: symptom burden −18%
  • Supportive Compound SC-12Day 72
    Result: symptom burden −14%
  • GI Support Protocol GI-04Day 78
    Declined by patient
  • Monitoring Escalation ME-01Day 89
    Result: deterioration detected before clinical escalation
LIFE OS recommendation
GI Support Protocol GI-04
87%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 88% showed improvement
  • median effect visible after 8 days

Daily trackers

Molecule settings

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

Active minutes
Wearable
44 min
worsening · -3.3 vs previous 14 d
Sleep duration
Wearable
6.2 h
improving · +0.2 vs previous 14 d
Energy level
Daily log
2.1/10
improving · +0.5 vs previous 14 d
Steps
Wearable
4,616
worsening · -274 vs previous 14 d
GI burden
Companion
59.2/100
improving · -2.6 vs previous 14 d
Adherence
Companion
40 %
worsening · -5.5 vs previous 14 d
Sleep quality
Wearable
39/100
improving · +4.0 vs previous 14 d
Glucose, CGM daily mean
CGM
138 mg/dL
stable · -3.4 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 25 from the failing basin, 64 from restoration.

Would help
  • GI-04 GI Support Protocol
    75% improved among 65 similar · onset 8 d · confidence 86%
  • CR-01 Clinician Review
    100% improved among 6 similar · onset 5 d · confidence 71%
  • DT-01 Dosing / Timing Recommendation
    67% improved among 6 similar · onset 5 d · confidence 71%
  • More protein
    GI -6.8 next day on high-intake days · n 19
Would not help
  • Keep fat low
    GI +6.9 next day on high-intake days · n 25
  • Keep ultra-processed low
    GI +6.2 next day on high-intake days · n 26
  • Keep simple carbs low
    GI +5.5 next day on high-intake days · n 22
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
    +6.9detractor · 95%
  • Protein
    -6.8supporter · 95%
  • Ultra-processed food
    +6.2detractor · 95%
  • Simple carbohydrates
    +5.5detractor · 95%
  • Histamine load
    +5.1detractor · 95%
  • Insoluble fibre
    -0.5no signal · 15%
  • Alcohol
    +0.5no signal · 15%
  • Caffeine
    +0.4no 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 55
    • MicrobiomeButyrate capacity 39/100
    • Daily logFibre intake low in recent food logs
  • Mucosal barrier integrity 50
    • DNAFUT2 non-secretor lowers mucosal fucosylation
    • Daily logGI symptom score 59 and rising
  • Inflammatory signalling 50
    • DNAIL6 -174 variant raises baseline inflammatory tone
    • BloodInflammatory load index 57
  • Autonomic recovery 45
    • WearableResting HR 74 bpm
    • WearableShort sleep window
  • Drug metabolism and exposure 20
    • BloodToxicity index 55
DNA
Fictional pharmacogenomic panel
  • FUT2 rs601338 AA (non-secretor)
    Reduced mucosal fucosylation
  • IL6 -174 G/C
    Higher inflammatory tone
  • CYP2D6 Intermediate metabolizer
    Expected exposure
Microbiome
Shannon diversity 1.9 · butyrate capacity 39/100
  • Akkermansia muciniphilaNormal
  • Faecalibacterium prausnitziiNormal
  • Bacteroides fragilisNormal
  • Bifidobacterium longumNormal
  • EnterobacteriaceaeNormal
Wearable, last 14 days
daily evolution fed into the runtime
HRV
49 ms
Sleep
6.1 h
Steps
3,602
Resting HR
75 bpm
Daily log: GI score 59, nutritional resilience 38, adherence 40.

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
  • 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
  • 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-0267051%S14SC-12improved45
P-0201850%S01GI-04improved46
P-0223450%S14GI-04improved36
P-0225350%S14NP-02no change41
P-0255950%S18SC-12no change48
P-0205949%S03SC-12improved41
P-0231649%S14GI-04improved51
P-0251649%S14SC-12improved51
P-0253549%S14SC-12improved50
P-0210648%S14GI-04improved44
P-0234848%S14GI-04improved49
P-0240147%S14GI-04improved49