600 patients66,869 observations120 daysLIVE

Patient P-01423

Synthetic patientNBL-101 · Day 91 · 35–44 · F · baseline S19Steering view · 3DOpen companion preview
Therapy response
Declining
Tolerance
Deteriorating
GI state
Deteriorating
Inflammatory state
Deteriorating
Nutritional resilience
Declining
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 S19
  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 −22% 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 58 GI-04 recommendedGI Support Protocol GI-04
  8. Day 58 ME-01 recommendedMonitoring Escalation ME-01
  9. Day 59 Patient acceptedStarted GI-04 in the companion
  10. Day 59 Patient acceptedStarted ME-01 in the companion
  11. Day 62 Deterioration detected before clinical escalationMonitoring Escalation ME-01
  12. Day 67 GI symptom burden −30% vs expectedGI Support Protocol GI-04
  13. Day 73 Tolerance state changedUnstable → Improving

What changed?

Trajectory began diverging from predicted response on Day 49.

Primary contributors, last 14 days
  • Inflammatory activity+14
  • Treatment adherence-14
  • GI instability+9
  • Nutritional resilience-6
  • Toxicity+5

What helped?

  • Dietary Support Protocol NP-02Day 31
    Result: symptom burden −22%
  • GI Support Protocol GI-04Day 58
    Result: symptom burden −30%
  • Monitoring Escalation ME-01Day 58
    Result: deterioration detected before clinical escalation
LIFE OS recommendation
Supportive Compound SC-12
65%
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
49.3/100
worsening · +2.4 vs previous 14 d
Toxicity
Blood
42.8/100
worsening · +7.6 vs previous 14 d
Sleep quality
Wearable
34.9/100
worsening · -3.6 vs previous 14 d
Energy level
Daily log
3.7/10
worsening · -0.4 vs previous 14 d
Stress level
Daily log
6.5/10
worsening · +0.4 vs previous 14 d
Steps
Wearable
3,791
worsening · -378 vs previous 14 d
Adherence
Companion
47.7 %
worsening · -21.2 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 29 from the failing basin, 58 from restoration.

Would help
  • SC-12 Supportive Compound
    76% improved among 51 similar · onset 6 d · confidence 65%
  • CR-01 Clinician Review
    100% improved among 8 similar · onset 5 d · confidence 65%
Would not help
  • Keep histamine low
    GI +4.2 next day on high-intake days · n 22
  • Keep alcohol low
    GI +2.5 next day on high-intake days · n 12
  • Keep simple carbs low
    GI +2.4 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
    +4.2detractor · 95%
  • Alcohol
    +2.5detractor · 88%
  • Simple carbohydrates
    +2.4detractor · 82%
  • Spicy / capsaicin
    +1.3no signal · 42%
  • Insoluble fibre
    +1.2no signal · 35%
  • Dietary fat load
    -0.8no signal · 20%

Biological layers

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

Pathways under pressure
  • Mucosal barrier integrity 90
    • DNAFUT2 non-secretor lowers mucosal fucosylation
    • MicrobiomeAkkermansia low → thinner mucus layer
    • Daily logGI symptom score 49 and rising
    • WearableSleep 6.1 h, below personal baseline
  • Inflammatory signalling 70
    • DNAIL6 -174 variant raises baseline inflammatory tone
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 57
  • Drug metabolism and exposure 60
    • DNACYP2D6 poor metabolizer → higher exposure
    • BloodToxicity index 43
  • Butyrate / short-chain fatty acid production 45
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
  • Autonomic recovery 40
    • Wearable3,791 steps/day
    • WearableShort sleep window
DNA
Fictional pharmacogenomic panel
  • FUT2 rs601338 AA (non-secretor)
    Reduced mucosal fucosylation
  • IL6 -174 G/C
    Higher inflammatory tone
  • CYP2D6 Poor metabolizer
    Higher exposure at standard dose
Microbiome
Shannon diversity 2.2 · butyrate capacity 45/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisHigh
  • Bifidobacterium longumNormal
  • EnterobacteriaceaeHigh
Wearable, last 14 days
daily evolution fed into the runtime
HRV
49 ms
Sleep
6.4 h
Steps
5,203
Resting HR
68 bpm
Daily log: GI score 49, nutritional resilience 44, adherence 48.

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
  • 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 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-0138623%S1370
P-0175024%S1669
P-0169928%S04GI-04improved69
P-0150824%S1868
P-0150924%S1768
P-0187524%S1167
P-0187725%S01CR-01improved67
P-0151523%S1666
P-0162924%S1966
P-0171429%S14GI-04improved66
P-0185830%S14NP-02improved65
P-0131725%S1965