700 patients110,866 observations180 daysLIVE

Patient P-02546

Synthetic patientMETA-24 · Day 173 · 45–54 · F · baseline S20Steering view · 3DOpen companion preview
Therapy response
Unstable
Tolerance
Deteriorating
GI state
Unstable
Inflammatory state
Unstable
Nutritional resilience
Unstable
Discontinuation risk
91%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 META-24 startedBaseline state S20
  2. Day 47 NP-02 recommendedDietary Support Protocol NP-02
  3. Day 48 Patient acceptedStarted NP-02 in the companion
  4. Day 58 GI symptom burden −26% vs expectedDietary Support Protocol NP-02
  5. Day 64 Tolerance state changedUnstable → Improving
  6. Day 69 SC-12 recommendedSupportive Compound SC-12
  7. Day 70 Patient acceptedStarted SC-12 in the companion
  8. Day 76 No meaningful changeSupportive Compound SC-12
  9. Day 82 Trajectory diverged from predictionObserved response fell below the model's expected path.

What changed?

Trajectory began diverging from predicted response on Day 82.

Primary contributors, last 14 days
  • Treatment adherence+12
  • Inflammatory activity+10
  • Toxicity+10
  • GI instability+4
  • Nutritional resilience-4

What helped?

  • Dietary Support Protocol NP-02Day 47
    Result: symptom burden −26%
  • Supportive Compound SC-12Day 69
    Result: no meaningful change
LIFE OS recommendation
GI Support Protocol GI-04
92%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 88% 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.

Active minutes
Wearable
36 min
worsening · -4.1 vs previous 14 d
Sleep duration
Wearable
5.2 h
worsening · -0.3 vs previous 14 d
Energy level
Daily log
1.5/10
worsening · -0.5 vs previous 14 d
Steps
Wearable
4,936
worsening · -425 vs previous 14 d
GI burden
Companion
67.4/100
worsening · +5.1 vs previous 14 d
Adherence
Companion
47.9 %
stable · +0.4 vs previous 14 d
Sleep quality
Wearable
16.3/100
worsening · -3.8 vs previous 14 d
Glucose, CGM daily mean
CGM
146 mg/dL
stable · +2.4 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 18 from the failing basin, 74 from restoration.

Would help
  • GI-04 GI Support Protocol
    76% improved among 67 similar · onset 8 d · confidence 97%
  • ME-01 Monitoring Escalation
    100% improved among 42 similar · onset 3 d · confidence 79%
  • CR-01 Clinician Review
    100% improved among 6 similar · onset 5 d · confidence 79%
  • More protein
    GI -7 next day on high-intake days · n 24
Would not help
  • SC-12 Supportive Compound
    already tried, no meaningful change
  • Keep ultra-processed low
    GI +7.7 next day on high-intake days · n 26
  • Keep fat low
    GI +7.6 next day on high-intake days · n 27
  • Keep alcohol low
    GI +6 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.

  • Ultra-processed food
    +7.7detractor · 95%
  • Dietary fat load
    +7.6detractor · 95%
  • Protein
    -7supporter · 95%
  • Alcohol
    +6detractor · 95%
  • Simple carbohydrates
    +5.5detractor · 95%
  • Histamine load
    +1.4no signal · 26%
  • Insoluble fibre
    +1.2no signal · 19%
  • Caffeine
    +0.1no signal · 15%

Biological layers

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

Pathways under pressure
  • Inflammatory signalling 70
    • DNAIL6 -174 variant raises baseline inflammatory tone
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 62
  • Mucosal barrier integrity 60
    • MicrobiomeAkkermansia low → thinner mucus layer
    • Daily logGI symptom score 67 and rising
    • WearableSleep 5.2 h, below personal baseline
  • Butyrate / short-chain fatty acid production 55
    • MicrobiomeButyrate capacity 38/100
    • Daily logFibre intake low in recent food logs
  • Autonomic recovery 45
    • WearableResting HR 86 bpm
    • WearableShort sleep window
  • Drug metabolism and exposure 20
    • BloodToxicity index 53
DNA
Fictional pharmacogenomic panel
  • IL6 -174 G/C
    Higher inflammatory tone
  • CYP2D6 Normal metabolizer
    Expected exposure
  • GLP1R rs6923761 A
    Altered receptor sensitivity
  • MTHFR C677T
    Reduced folate turnover
Microbiome
Shannon diversity 2.8 · butyrate capacity 38/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiNormal
  • Bacteroides fragilisHigh
  • Bifidobacterium longumNormal
  • EnterobacteriaceaeHigh
Wearable, last 14 days
daily evolution fed into the runtime
HRV
45 ms
Sleep
4.7 h
Steps
4,194
Resting HR
88 bpm
Daily log: GI score 67, nutritional resilience 35, 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
  • Eat slowly and stop at comfortable fullness — smaller volume, more often
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 dose at the same time relative to your evening meal
  • 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-0251451%S05ME-01improved44
P-0232050%S14NP-02improved50
P-0234848%S14GI-04improved49
P-0262848%S14SC-12improved47
P-0205947%S03SC-12improved41
P-0253547%S14SC-12improved50
P-0267046%S14SC-12improved45
P-0213245%S14SC-12improved40
P-0232645%S18NP-02improved44
P-0257145%S11ME-01improved43
P-0215744%S14ME-01improved55
P-0251644%S14SC-12improved51