600 patients66,869 observations120 daysLIVE

Patient P-01431

Synthetic patientNBL-101 · Day 117 · 25–34 · M · baseline S14Steering view · 3DOpen companion preview
Therapy response
Unstable
Tolerance
Deteriorating
GI state
Stable
Inflammatory state
Stable
Nutritional resilience
Stable
Discontinuation risk
66%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 NBL-101 startedBaseline state S14
  2. Day 31 NP-02 recommendedDietary Support Protocol NP-02
  3. Day 32 Patient acceptedStarted NP-02 in the companion
  4. Day 42 GI symptom burden −12% vs expectedDietary Support Protocol NP-02
  5. Day 48 Tolerance state changedUnstable → Improving
  6. Day 49 Trajectory diverged from predictionObserved response fell below the model's expected path.
  7. Day 50 GI-04 recommendedGI Support Protocol GI-04
  8. Day 51 Patient acceptedStarted GI-04 in the companion
  9. Day 57 ME-01 recommendedMonitoring Escalation ME-01
  10. Day 58 Patient acceptedStarted ME-01 in the companion
  11. Day 59 GI symptom burden −32% vs expectedGI Support Protocol GI-04
  12. Day 61 Deterioration detected before clinical escalationMonitoring Escalation ME-01
  13. Day 65 Tolerance state changedUnstable → Improving

What changed?

Trajectory began diverging from predicted response on Day 49.

Primary contributors, last 14 days
  • Toxicity+8
  • Nutritional resilience+4
  • GI instability+2
  • Inflammatory activity-2
  • Treatment adherence+2

What helped?

  • Dietary Support Protocol NP-02Day 31
    Result: symptom burden −12%
  • GI Support Protocol GI-04Day 50
    Result: symptom burden −32%
  • Monitoring Escalation ME-01Day 57
    Result: deterioration detected before clinical escalation
LIFE OS recommendation
Supportive Compound SC-12
67%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 81% showed improvement
  • median effect visible after 6 days

Daily trackers

Molecule settings

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

GI burden
Companion
46.3/100
improving · -9.0 vs previous 14 d
Toxicity
Blood
50.1/100
improving · -2.7 vs previous 14 d
Sleep quality
Wearable
42.4/100
improving · +2.3 vs previous 14 d
Energy level
Daily log
3.5/10
improving · +0.3 vs previous 14 d
Stress level
Daily log
5.8/10
improving · -0.9 vs previous 14 d
Steps
Wearable
4,626
improving · +767 vs previous 14 d
Adherence
Companion
53.5 %
improving · +3.6 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 36 from the failing basin, 52 from restoration.

Would help
  • SC-12 Supportive Compound
    76% improved among 51 similar · onset 6 d · confidence 68%
  • CR-01 Clinician Review
    100% improved among 8 similar · onset 5 d · confidence 68%
Would not help
  • Keep histamine low
    GI +4.9 next day on high-intake days · n 18
  • Keep simple carbs low
    GI +4.5 next day on high-intake days · n 17
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.

  • Histamine load
    +4.9detractor · 95%
  • Simple carbohydrates
    +4.5detractor · 95%
  • Insoluble fibre
    +1.7no signal · 36%
  • Spicy / capsaicin
    -1.1no signal · 24%
  • Alcohol
    +1no signal · 21%
  • Dietary fat load
    +0.8no signal · 24%

Biological layers

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

Pathways under pressure
  • Inflammatory signalling 60
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 45
    • WearableHRV 30 ms, trending down
  • Drug metabolism and exposure 55
    • DNADPYD *2A → slower clearance
    • BloodToxicity index 50
  • Mucosal barrier integrity 50
    • DNAFUT2 non-secretor lowers mucosal fucosylation
    • Daily logGI symptom score 46 and rising
  • Butyrate / short-chain fatty acid production 45
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
DNA
Fictional pharmacogenomic panel
  • FUT2 rs601338 AA (non-secretor)
    Reduced mucosal fucosylation
  • DPYD *2A heterozygous
    Slower drug clearance
  • CYP2D6 Rapid metabolizer
    Expected exposure
Microbiome
Shannon diversity 2 · butyrate capacity 46/100
  • Akkermansia muciniphilaNormal
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisHigh
  • Bifidobacterium longumLow
  • EnterobacteriaceaeHigh
Wearable, last 14 days
daily evolution fed into the runtime
HRV
31 ms
Sleep
7.2 h
Steps
4,870
Resting HR
64 bpm
Daily log: GI score 46, nutritional resilience 46, adherence 54.

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
  • Avoid known triggers for now: fried or oily food, dairy, alcohol
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 scheduled dose as agreed with your care team
  • 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-0137723%S11AD-05no change42
P-0148323%S14AD-05no change35
P-0167923%S12AD-05no change39
P-0135023%S19BR-03no change34
P-0170832%S07CR-01improved59
P-0169631%S20CR-01improved59
P-0183531%S17CR-01improved56
P-0137130%S06CR-01improved63
P-0144230%S13CR-01improved61
P-0138829%S17CR-01improved59
P-0187727%S01CR-01improved67
P-0143024%S05CR-01improved54