600 patients66,869 observations120 daysLIVE

Patient P-01802

Synthetic patientNBL-101 · Day 116 · 35–44 · F · baseline S20Steering view · 3DOpen companion preview
Therapy response
Stable
Tolerance
Improving
GI state
Unstable
Inflammatory state
Unstable
Nutritional resilience
Unstable
Discontinuation risk
96%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 NBL-101 startedBaseline state S20
  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 −14% vs expectedDietary Support Protocol NP-02
  5. Day 48 Tolerance state changedUnstable → Improving
  6. Day 50 Trajectory diverged from predictionObserved response fell below the model's expected path.

What changed?

Trajectory began diverging from predicted response on Day 50.

Primary contributors, last 14 days
  • GI instability+10
  • Toxicity-6
  • Inflammatory activity+4
  • Treatment adherence-4

What helped?

  • Dietary Support Protocol NP-02Day 31
    Result: symptom burden −14%
LIFE OS recommendation
GI Support Protocol GI-04
84%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 83% 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.

GI burden
Companion
61.1/100
worsening · +6.0 vs previous 14 d
Toxicity
Blood
49.2/100
worsening · +3.3 vs previous 14 d
Sleep quality
Wearable
16.1/100
worsening · -2.8 vs previous 14 d
Energy level
Daily log
3/10
worsening · -0.3 vs previous 14 d
Stress level
Daily log
7.5/10
worsening · +0.5 vs previous 14 d
Steps
Wearable
4,419
stable · -66 vs previous 14 d
Adherence
Companion
38.2 %
worsening · -4.4 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 20 from the failing basin, 69 from restoration.

Would help
  • GI-04 GI Support Protocol
    73% improved among 124 similar · onset 8 d · confidence 86%
  • ME-01 Monitoring Escalation
    100% improved among 77 similar · onset 3 d · confidence 70%
  • SC-12 Supportive Compound
    76% improved among 51 similar · onset 6 d · confidence 70%
Would not help
  • Keep fat low
    GI +3.4 next day on high-intake days · n 27
  • Keep histamine low
    GI +2.9 next day on high-intake days · n 24
  • Keep alcohol low
    GI +2 next day on high-intake days · n 19
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
    +3.4detractor · 95%
  • Histamine load
    +2.9detractor · 95%
  • Alcohol
    +2detractor · 75%
  • Insoluble fibre
    -1.2no signal · 37%
  • Simple carbohydrates
    -0.5no signal · 15%
  • Spicy / capsaicin
    -0.1no signal · 15%

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 61 and rising
    • WearableSleep 5.9 h, below personal baseline
  • Butyrate / short-chain fatty acid production 80
    • MicrobiomeButyrate capacity 43/100
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
  • Inflammatory signalling 60
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 62
    • WearableHRV 22 ms, trending down
  • Autonomic recovery 45
    • WearableResting HR 76 bpm
    • WearableShort sleep window
  • Drug metabolism and exposure 20
    • BloodToxicity index 49
DNA
Fictional pharmacogenomic panel
  • FUT2 rs601338 AA (non-secretor)
    Reduced mucosal fucosylation
  • CYP2D6 Normal metabolizer
    Expected exposure
  • MTHFR C677T
    Reduced folate turnover
Microbiome
Shannon diversity 3 · butyrate capacity 43/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisHigh
  • Bifidobacterium longumLow
  • EnterobacteriaceaeNormal
Wearable, last 14 days
daily evolution fed into the runtime
HRV
16 ms
Sleep
5.7 h
Steps
4,051
Resting HR
75 bpm
Daily log: GI score 61, nutritional resilience 41, adherence 38.

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-0169251%S14NP-02improved49
P-0181050%S05NP-02improved43
P-0140249%S04GI-04improved37
P-0146248%S14NP-02improved47
P-0148248%S14GI-04improved47
P-0133247%S14NP-02improved43
P-0149647%S14SC-12improved46
P-0187247%S14NP-02improved47
P-0140646%S18GI-04improved50
P-0140946%S14SC-12improved41
P-0142946%S09GI-04improved45
P-0144746%S15GI-04improved44