600 patients67,035 observations120 daysLIVE

Patient P-01400

Synthetic patientNBL-101 · Day 109 · 45–54 · M · baseline S14Steering view · 3DOpen companion preview
Is the drug working?

Therapy response 50 at the day-84 endpoint (observed).

Why responding?

Responding: response probability 48%, therapy response 49 today; biology is not blocking the drug.

Is a side effect starting?

Drift detected on day 46 (HRV −11 ms, resting HR +7 bpm, sleep −2.0 h, gi toxicity +25, inflammatory load +23); the side effect would have been reported on day 56 — 10 days of warning.

Still taking it?

6 of 9 scheduled doses in the last 60 days are biologically confirmed (67%). Dose signature: resting HR +6 bpm, HRV −12 ms.

last 9 doses · green confirmed · amber logged only · red missed
Plan for this patient
not yet offeredstrongowner · Companionreview day 114Human Model →
Next action
AD-05 Adherence Support
45% probability of improvement

Adherence is 49% and stable; nothing else works if the dose is missed → adherence support first.

Kept if

50% of 284 similar trajectories improved after AD-05; if this one does, discontinuation risk is expected to fall from 66% to ~46%. Keeping alcohol low is worth 7 GI points a day on its own. Losing this patient costs €57k; the intervention costs €180.

Daily to-dos in the companion
  • 🍽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
  • Track each bowel movement today: time, stool form, urgency, overnight waking
  • A 15-minute walk after lunch
  • 💊Take the scheduled dose as agreed with your care team
  • 💊Electrolyte solution, one sachet after any loose stool
Adherence
49% stable

Dose is being missed; nothing else works until this is fixed.

Changes the plan if

adherence still under 65% after 7 days

LLIFE OS insight
grounded · add an LLM key for prose

P-01400 is on day 109 of NBL-101 (EC-03, baseline S14): response stable, tolerance deteriorating, GI stable. Over 14 days response moved -2 and GI +4; discontinuation risk is 66%. The state is between basins, heading towards failing, after diverging from the model on day 46.

Biology sets the gain: FUT2 non-secretor, Low butyrate capacity, Low microbial diversity, Baseline state S14, Cluster EC-03 (high response / high intolerance), Adherence < 60%; butyrate capacity 23/100, diversity 1.9. Pushing it down: Low butyrate capacity (-27), Klebsiella pneumoniae 10.192% (LPS load) (-25.4), Alcohol (-22.2). Pulling it up: GI Support Protocol GI-04 (+46.6). From the daily log: alcohol +7 GI next day, fat +6 GI next day, histamine +5.1 GI next day, fibre +3.4 GI next day.

Past actions: GI-04 on day 61 → improved (31%).

Next: AD-05 — 50% of 284 similar trajectories improved, 45% probability here. Adherence is 49% and stable; nothing else works if the dose is missed → adherence support first. This would be contradicted by a further GI rise within the onset window or falling adherence.

Therapy response
Stable
Tolerance
Deteriorating
GI state
Stable
Inflammatory state
Deteriorating
Nutritional resilience
Stable
Discontinuation risk
66%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted · dose (weekly infusion, day 1 of each 7-day cycle)
  1. Day 0 NBL-101 startedBaseline state S14
  2. Day 46 Trajectory diverged from predictionObserved response fell below the model's expected path.
  3. Day 60 GI-04 recommendedGI Support Protocol GI-04
  4. Day 61 Patient acceptedStarted GI-04 in the companion
  5. Day 69 GI symptom burden −31% vs expectedGI Support Protocol GI-04
  6. Day 75 Tolerance state changedUnstable → Improving

What changed?

Trajectory began diverging from predicted response on Day 46.

Primary contributors, last 14 days
  • Inflammatory activity+10
  • Toxicity+6
  • GI instability+4
  • Treatment adherence-4
  • Nutritional resilience+3

What helped?

  • GI Support Protocol GI-04Day 60
    Result: symptom burden −31%
LIFE OS recommendation
Adherence Support AD-05 what is this →
45%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 50% showed improvement
  • median effect visible after 5 days
Why this and not the default

Adherence is 49% and stable; nothing else works if the dose is missed → adherence support first.

Daily trackers

Asset settings

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

GI burden
Companion
42.3/100
stable · -1.3 vs previous 14 d
Toxicity
Blood
48/100
stable · +1.1 vs previous 14 d
Sleep quality
Wearable
48.5/100
improving · +2.6 vs previous 14 d
Energy level
Daily log
4.4/10
stable · +0.0 vs previous 14 d
Stress level
Daily log
6.6/10
improving · -0.3 vs previous 14 d
Steps
Wearable
2,075
worsening · -198 vs previous 14 d
Adherence
Companion
49 %
stable · -1.0 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 39 from the failing basin, 48 from restoration.

Would help
  • ME-01 Monitoring Escalation
    100% improved among 67 similar · onset 3 d · confidence 65%
  • NP-02 Dietary Support Protocol
    63% improved among 63 similar · onset 10 d · confidence 65%
  • SC-12 Supportive Compound
    65% improved among 46 similar · onset 6 d · confidence 65%
Would not help
  • Keep alcohol low
    GI +7 next day on high-intake days · n 15
  • Keep fat low
    GI +6 next day on high-intake days · n 20
  • Keep histamine low
    GI +5.1 next day on high-intake days · n 13
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.

  • Alcohol
    +7detractor · 95%
  • Dietary fat load
    +6detractor · 95%
  • Histamine load
    +5.1detractor · 95%
  • Insoluble fibre
    +3.4detractor · 92%
  • Simple carbohydrates
    +2.3no signal · 49%
  • Spicy / capsaicin
    +0.4no signal · 15%

DeepGene damage signature

The metagenomic + host-DNA read-out that initializes this patient's biology and, on retest, measures whether the steering worked.

Damage score · retest day 90
75/100
vs baseline (day 0)
+12
2 improved · 13 worsened
synthetic signature · consistent with this patient's biology
  • 1 opportunist above range: Klebsiella pneumoniae
  • 6 keystone species absent
  • Shannon 1.84 (expected ≥ 3)
  • 12 resistance genes
  • Host DNA fragmentation atypical
  • Tissue recycling index 65
Pathogens / opportunists1/5
Keystone species6/8
from 4
Diversity2/2
Metabolic modules0/4
Vitamin synthesis6/7
from 4
Oral translocation1/1
Host DNA1/1
from 0
Tissue recycling1/1
Central mechanisms2/2
from 1
Virulence factors6/6
from 4
Antibiotic resistance genes12/12
from 8
Genetic predisposition2/2
Opportunists above range
Klebsiella pneumoniae 10.192% AR
Keystone species absent
Akkermansia muciniphila, Bifidobacterium longum, Butyricicoccus pullicaecorum, Eubacterium rectale, Faecalibacterium prausnitzii
Capacity
Shannon 1.84 · butyrate 293 CPM · SCFA 577
6 vitamins below
Host & mechanisms
host DNA fragmentation atypical
tissue recycling 65/100
oral translocation 7.69% AR
molecular_mimicry above
estrobolome above
12 resistance genes · 6 virulence factors

Biological layers

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

Pathways under pressure
  • Inflammatory signalling 60
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 52
    • WearableHRV 37 ms, trending down
  • Butyrate / short-chain fatty acid production 55
    • MicrobiomeButyrate capacity 23/100
    • Daily logFibre intake low in recent food logs
  • Mucosal barrier integrity 30
    • DNAFUT2 non-secretor lowers mucosal fucosylation
  • Drug metabolism and exposure 20
    • BloodToxicity index 48
  • Autonomic recovery 20
    • Wearable2,075 steps/day
DNA
Fictional pharmacogenomic panel
  • FUT2 rs601338 AA (non-secretor)
    Reduced mucosal fucosylation
  • CYP2D6 Normal metabolizer
    Expected exposure
Microbiome
Shannon diversity 1.9 · butyrate capacity 23/100
  • Akkermansia muciniphilaNormal
  • Faecalibacterium prausnitziiNormal
  • Bacteroides fragilisHigh
  • Bifidobacterium longumNormal
  • EnterobacteriaceaeNormal
Wearable, last 14 days
daily evolution fed into the runtime
HRV
31 ms
Sleep
7.4 h
Steps
1,606
Resting HR
68 bpm
Daily log: GI score 42, nutritional resilience 49, adherence 49.

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-0179526%S1577
P-0169628%S1570
P-0141822%S1669
P-0175623%S1669
P-0150924%S1268
P-0157922%S1368
P-0142622%S0668
P-0174823%S0167
P-0142422%S2066
P-0163123%S1065
P-0160722%S0765
P-0171222%S1465