600 patients66,869 observations120 daysLIVE

Patient P-01581

Synthetic patientNBL-101 · Day 120 · 55–64 · F · baseline S18Steering view · 3DOpen companion preview
Therapy response
Improving
Tolerance
Stable
GI state
Deteriorating
Inflammatory state
Unstable
Nutritional resilience
Unstable
Discontinuation risk
70%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 NBL-101 startedBaseline state S18
  2. Day 50 Trajectory diverged from predictionObserved response fell below the model's expected path.
  3. Day 59 GI-04 recommendedGI Support Protocol GI-04
  4. Day 60 Patient acceptedStarted GI-04 in the companion
  5. Day 68 GI symptom burden −20% vs expectedGI Support Protocol GI-04
  6. Day 70 ME-01 recommendedMonitoring Escalation ME-01
  7. Day 71 Patient acceptedStarted ME-01 in the companion
  8. Day 74 Tolerance state changedUnstable → Improving
  9. Day 74 Deterioration detected before clinical escalationMonitoring Escalation ME-01

What changed?

Trajectory began diverging from predicted response on Day 50.

Primary contributors, last 14 days
  • Inflammatory activity+14
  • Nutritional resilience-11
  • GI instability+10
  • Treatment adherence+6

What helped?

  • GI Support Protocol GI-04Day 59
    Result: symptom burden −20%
  • Monitoring Escalation ME-01Day 70
    Result: deterioration detected before clinical escalation
LIFE OS recommendation
Dietary Support Protocol NP-02
57%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 66% showed improvement
  • median effect visible after 10 days

Daily trackers

Molecule settings

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

GI burden
Companion
52.8/100
stable · -1.0 vs previous 14 d
Toxicity
Blood
49.5/100
stable · +1.5 vs previous 14 d
Sleep quality
Wearable
43.2/100
worsening · -1.9 vs previous 14 d
Energy level
Daily log
2.6/10
improving · +0.1 vs previous 14 d
Stress level
Daily log
6/10
stable · +0.2 vs previous 14 d
Steps
Wearable
3,053
improving · +389 vs previous 14 d
Adherence
Companion
52.3 %
stable · +0.4 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 31 from the failing basin, 58 from restoration.

Would help
  • NP-02 Dietary Support Protocol
    63% improved among 64 similar · onset 10 d · confidence 68%
  • 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 fat low
    GI +6.2 next day on high-intake days · n 21
  • Keep spicy low
    GI +4.5 next day on high-intake days · n 20
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
    +6.2detractor · 95%
  • Spicy / capsaicin
    +4.5detractor · 95%
  • Insoluble fibre
    +1.9no signal · 33%
  • Alcohol
    +1.2no signal · 21%
  • Histamine load
    +0.2no signal · 15%
  • Simple carbohydrates
    +0.1no 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 31/100
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
  • Inflammatory signalling 70
    • DNAIL6 -174 variant raises baseline inflammatory tone
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 60
  • Mucosal barrier integrity 50
    • MicrobiomeAkkermansia low → thinner mucus layer
    • Daily logGI symptom score 53 and rising
  • Autonomic recovery 45
    • WearableResting HR 75 bpm
    • Wearable3,053 steps/day
  • Drug metabolism and exposure 20
    • BloodToxicity index 50
DNA
Fictional pharmacogenomic panel
  • IL6 -174 G/C
    Higher inflammatory tone
  • CYP2D6 Rapid metabolizer
    Expected exposure
Microbiome
Shannon diversity 3.2 · butyrate capacity 31/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisHigh
  • Bifidobacterium longumLow
  • EnterobacteriaceaeNormal
Wearable, last 14 days
daily evolution fed into the runtime
HRV
55 ms
Sleep
6.6 h
Steps
2,172
Resting HR
75 bpm
Daily log: GI score 53, nutritional resilience 41, adherence 52.

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-0183159%S15SC-12improved49
P-0143650%S14GI-04improved38
P-0184250%S14NP-02improved55
P-0138949%S14SC-12improved46
P-0154449%S15GI-04improved50
P-0178149%S14NP-02improved45
P-0148648%S18GI-04improved47
P-0130747%S14GI-04improved43
P-0141247%S14NP-02improved49
P-0135646%S14GI-04improved42
P-0136546%S14SC-12improved49
P-0141346%S14GI-04improved44