600 patients66,869 observations120 daysLIVE

Patient P-01649

Synthetic patientNBL-101 · Day 112 · 45–54 · F · baseline S14Steering view · 3DOpen companion preview
Therapy response
Stable
Tolerance
Deteriorating
GI state
Deteriorating
Inflammatory state
Deteriorating
Nutritional resilience
Stable
Discontinuation risk
67%

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 −20% vs expectedDietary Support Protocol NP-02
  5. Day 48 Tolerance state changedUnstable → Improving
  6. Day 51 GI-04 recommendedGI Support Protocol GI-04
  7. Day 52 Trajectory diverged from predictionObserved response fell below the model's expected path.
  8. Day 52 Patient acceptedStarted GI-04 in the companion
  9. Day 60 GI symptom burden −31% vs expectedGI Support Protocol GI-04
  10. Day 66 Tolerance state changedUnstable → Improving
  11. Day 67 ME-01 recommendedMonitoring Escalation ME-01
  12. Day 68 Patient acceptedStarted ME-01 in the companion
  13. Day 71 Deterioration detected before clinical escalationMonitoring Escalation ME-01

What changed?

Trajectory began diverging from predicted response on Day 52.

Primary contributors, last 14 days
  • Toxicity+16
  • Inflammatory activity+9
  • Treatment adherence-8
  • GI instability+5
  • Nutritional resilience-3

What helped?

  • Dietary Support Protocol NP-02Day 31
    Result: symptom burden −20%
  • GI Support Protocol GI-04Day 51
    Result: symptom burden −31%
  • Monitoring Escalation ME-01Day 67
    Result: deterioration detected before clinical escalation
LIFE OS recommendation
Supportive Compound SC-12
66%
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
39.6/100
improving · -1.8 vs previous 14 d
Toxicity
Blood
47.6/100
worsening · +10.9 vs previous 14 d
Sleep quality
Wearable
42.8/100
improving · +3.7 vs previous 14 d
Energy level
Daily log
4.3/10
stable · -0.1 vs previous 14 d
Stress level
Daily log
5.4/10
stable · +0.2 vs previous 14 d
Steps
Wearable
2,505
worsening · -226 vs previous 14 d
Adherence
Companion
46.5 %
stable · -0.9 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 41 from the failing basin, 47 from restoration.

Would help
  • SC-12 Supportive Compound
    76% improved among 51 similar · onset 6 d · confidence 67%
  • CR-01 Clinician Review
    100% improved among 7 similar · onset 5 d · confidence 67%
Would not help
  • Keep fat low
    GI +6.5 next day on high-intake days · n 17
  • Keep alcohol low
    GI +5 next day on high-intake days · n 18
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
    +6.5detractor · 95%
  • Alcohol
    +5detractor · 95%
  • Spicy / capsaicin
    -2.3no signal · 45%
  • Histamine load
    -1.9no signal · 39%
  • Insoluble fibre
    +1.1no signal · 20%
  • Simple carbohydrates
    0no signal · 15%

Biological layers

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

Pathways under pressure
  • Drug metabolism and exposure 60
    • DNACYP2D6 poor metabolizer → higher exposure
    • BloodToxicity index 48
  • Autonomic recovery 45
    • WearableResting HR 73 bpm
    • Wearable2,505 steps/day
  • Inflammatory signalling 40
    • BloodInflammatory load index 49
    • WearableHRV 33 ms, trending down
  • Butyrate / short-chain fatty acid production 35
    • MicrobiomeButyrate capacity 35/100
  • Mucosal barrier integrity 30
    • MicrobiomeAkkermansia low → thinner mucus layer
DNA
Fictional pharmacogenomic panel
  • CYP2D6 Poor metabolizer
    Higher exposure at standard dose
  • MTHFR C677T
    Reduced folate turnover
Microbiome
Shannon diversity 3.1 · butyrate capacity 35/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiNormal
  • Bacteroides fragilisNormal
  • Bifidobacterium longumNormal
  • EnterobacteriaceaeNormal
Wearable, last 14 days
daily evolution fed into the runtime
HRV
36 ms
Sleep
7.3 h
Steps
3,266
Resting HR
71 bpm
Daily log: GI score 40, nutritional resilience 53, adherence 47.

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
  • Keep meals regular; three to four moderate portions spaced through the day
  • Include a cooked vegetable portion with each main meal
  • 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
  • Log the daily check-in; one line is enough
  • 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
  • No additional supplements this week
  • Fictional demo item: continue vitamin D as before

284 biologically similar trajectories

Black: this patient. Green: similar patients whose intervention worked. Orange: similar patients where it did not.

PatientSimilarityBaselineInterventionOutcomeResponse today
P-0181925%S1372
P-0160425%S0171
P-0138625%S1370
P-0135225%S2070
P-0175025%S1669
P-0169929%S04GI-04improved69
P-0150825%S1868
P-0150926%S1768
P-0181726%S1467
P-0162925%S1966
P-0171436%S14GI-04improved66
P-0185836%S14NP-02improved65