600 patients66,869 observations120 daysLIVE

Patient P-01582

Synthetic patientNBL-101 · Day 117 · 55–64 · M · baseline S14Steering view · 3DOpen companion preview
Therapy response
Declining
Tolerance
Unstable
GI state
Unstable
Inflammatory state
Unstable
Nutritional resilience
Unstable
Discontinuation risk
83%

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 45 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 65 ME-01 recommendedMonitoring Escalation ME-01
  6. Day 66 Patient acceptedStarted ME-01 in the companion
  7. Day 68 No meaningful changeGI Support Protocol GI-04
  8. Day 69 Deterioration detected before clinical escalationMonitoring Escalation ME-01

What changed?

Trajectory began diverging from predicted response on Day 45.

Primary contributors, last 14 days
  • Toxicity+15
  • Inflammatory activity+13
  • Treatment adherence-7
  • GI instability-4
  • Nutritional resilience-2

What helped?

  • GI Support Protocol GI-04Day 59
    Result: no meaningful change
  • Monitoring Escalation ME-01Day 65
    Result: deterioration detected before clinical escalation
LIFE OS recommendation
Dietary Support Protocol NP-02
61%
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
66.5/100
worsening · +6.6 vs previous 14 d
Toxicity
Blood
60.4/100
improving · -2.6 vs previous 14 d
Sleep quality
Wearable
32.2/100
stable · -0.1 vs previous 14 d
Energy level
Daily log
2.6/10
stable · +0.1 vs previous 14 d
Stress level
Daily log
7.8/10
stable · +0.2 vs previous 14 d
Steps
Wearable
5,584
stable · +91 vs previous 14 d
Adherence
Companion
40.5 %
worsening · -2.9 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 21 from the failing basin, 76 from restoration.

Would help
  • NP-02 Dietary Support Protocol
    63% improved among 64 similar · onset 10 d · confidence 74%
  • SC-12 Supportive Compound
    76% improved among 51 similar · onset 6 d · confidence 74%
  • CR-01 Clinician Review
    100% improved among 8 similar · onset 5 d · confidence 74%
Would not help
  • GI-04 GI Support Protocol
    already tried, no meaningful change
  • Keep histamine low
    GI +5.1 next day on high-intake days · n 20
  • Keep fat low
    GI +5 next day on high-intake days · n 22
  • 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
    +5.1detractor · 95%
  • Dietary fat load
    +5detractor · 95%
  • Simple carbohydrates
    +4.5detractor · 95%
  • Insoluble fibre
    +3.5detractor · 79%
  • Spicy / capsaicin
    -1.1no signal · 29%
  • Alcohol
    -0.4no 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 67 and rising
    • WearableSleep 6.1 h, below personal baseline
  • Inflammatory signalling 85
    • DNAIL6 -174 variant raises baseline inflammatory tone
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 71
    • WearableHRV 37 ms, trending down
  • Butyrate / short-chain fatty acid production 80
    • MicrobiomeButyrate capacity 23/100
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
  • Drug metabolism and exposure 60
    • DNACYP2D6 poor metabolizer → higher exposure
    • BloodToxicity index 60
  • Autonomic recovery 45
    • WearableResting HR 75 bpm
    • 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 2.4 · butyrate capacity 23/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisHigh
  • Bifidobacterium longumLow
  • EnterobacteriaceaeHigh
Wearable, last 14 days
daily evolution fed into the runtime
HRV
38 ms
Sleep
6.1 h
Steps
5,773
Resting HR
74 bpm
Daily log: GI score 67, nutritional resilience 31, adherence 41.

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
  • Keep the current walking rhythm
  • 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-0180417%S19AD-05improved61
P-0168917%S13BR-03no change50
P-0170827%S07CR-01improved59
P-0169624%S20CR-01improved59
P-0183524%S17CR-01improved56
P-0137123%S06CR-01improved63
P-0138823%S17CR-01improved59
P-0187723%S01CR-01improved67
P-0144221%S13CR-01improved61
P-0143017%S05CR-01improved54
P-0176717%S14DT-01no change63
P-0161957%S14GI-04worsened38