600 patients67,035 observations120 daysLIVE

Patient P-01737

Synthetic patientNBL-101 · Day 110 · 45–54 · M · baseline S14Steering view · 3DOpen companion preview
Is the drug working?

Therapy response 42 at the day-84 endpoint (observed).

Why responding?

Responding: response probability 43%, therapy response 42 today; biology is not blocking the drug.

Is a side effect starting?

Drift detected on day 49 (HRV −6 ms, gi toxicity +11, inflammatory load +15); the side effect would have been reported on day 59 — 10 days of warning.

Still taking it?

5 of 9 scheduled doses in the last 60 days are biologically confirmed (56%). Dose signature: resting HR +4 bpm, HRV −11 ms.

last 9 doses · green confirmed · amber logged only · red missed
Plan for this patient
not yet offeredrequiredowner · Study nursereview day 118Human Model →
Next action
GI-04 GI Support Protocol
90% probability of improvement
Kept if

81% of 284 similar trajectories improved after GI-04; if this one does, discontinuation risk is expected to fall from 95% to ~59%. Keeping fat low is worth 5.6 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
39% improving

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

Changes the plan if

GI burden above 65 for 3 days within the onset window

LLIFE OS insight
grounded · add an LLM key for prose

P-01737 is on day 110 of NBL-101 (EC-03, baseline S14): response unstable, tolerance unstable, GI stable. Over 14 days response moved -2 and GI -3; discontinuation risk is 95%. The state is in the failing basin, heading towards failing, after diverging from the model on day 49.

Biology sets the gain: Poor metabolizer, Baseline state S14, Cluster EC-03 (high response / high intolerance), Adherence < 60%; butyrate capacity 42/100, diversity 3.1. Pushing it down: Escherichia coli 28.575% (LPS load) (-34.5), Low butyrate capacity (-27.1), Dietary fat load (-20.6). From the daily log: fat +5.6 GI next day.

Past actions: SC-12 on day 48 → declined.

Next: GI-04 — 81% of 284 similar trajectories improved, 90% probability here. This would be contradicted by a further GI rise within the onset window or falling adherence.

Therapy response
Unstable
Tolerance
Unstable
GI state
Stable
Inflammatory state
Unstable
Nutritional resilience
Improving
Discontinuation risk
95%

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 48 SC-12 recommendedSupportive Compound SC-12
  3. Day 49 Trajectory diverged from predictionObserved response fell below the model's expected path.
  4. Day 49 Patient declinedNot now

What changed?

Trajectory began diverging from predicted response on Day 49.

Primary contributors, last 14 days
  • Toxicity+11
  • Nutritional resilience+8
  • Treatment adherence-5
  • GI instability-3

What helped?

  • Supportive Compound SC-12Day 48
    Declined by patient
LIFE OS recommendation
GI Support Protocol GI-04 what is this →
90%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 81% showed improvement
  • median effect visible after 8 days

Daily trackers

Asset settings

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

GI burden
Companion
57/100
improving · -14.8 vs previous 14 d
Toxicity
Blood
58/100
worsening · +5.1 vs previous 14 d
Sleep quality
Wearable
23.9/100
improving · +9.8 vs previous 14 d
Energy level
Daily log
1.6/10
improving · +0.8 vs previous 14 d
Stress level
Daily log
8/10
improving · -0.6 vs previous 14 d
Steps
Wearable
1,924
improving · +629 vs previous 14 d
Adherence
Companion
38.9 %
improving · +2.0 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 21 from the failing basin, 67 from restoration.

Would help
  • GI-04 GI Support Protocol
    63% improved among 120 similar · onset 8 d · confidence 97%
  • ME-01 Monitoring Escalation
    100% improved among 67 similar · onset 3 d · confidence 78%
  • NP-02 Dietary Support Protocol
    63% improved among 63 similar · onset 10 d · confidence 78%
Would not help
  • Keep fat low
    GI +5.6 next day on high-intake days · n 27
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
    +5.6detractor · 95%
  • Insoluble fibre
    +2.3no signal · 53%
  • Alcohol
    +2no signal · 46%
  • Histamine load
    -0.5no signal · 15%
  • Simple carbohydrates
    -0.3no signal · 15%
  • Spicy / capsaicin
    +0.2no 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
88/100
vs baseline (day 0)
+28
0 improved · 13 worsened
synthetic signature · consistent with this patient's biology
  • 4 opportunists above range: Escherichia coli, Enterococcus faecium, Streptococcus gallolyticus
  • 5 keystone species absent
  • Shannon 2 (expected ≥ 3)
  • 9 resistance genes
  • Host DNA fragmentation atypical
  • Tissue recycling index 61
Pathogens / opportunists4/5
from 3
Keystone species5/8
from 3
Diversity2/2
from 1
Metabolic modules1/4
Vitamin synthesis5/7
from 3
Oral translocation1/1
Host DNA1/1
from 0
Tissue recycling1/1
Central mechanisms2/2
from 1
Species dominance1/1
from 0
Virulence factors5/5
from 3
Antibiotic resistance genes9/9
from 7
Genetic predisposition1/1
Opportunists above range
Escherichia coli 28.575% AR
Enterococcus faecium 14.287% AR
Streptococcus gallolyticus 2.857% AR
Clostridioides difficile 2.857% AR
Keystone species absent
Akkermansia muciniphila, Bifidobacterium longum, Butyricicoccus pullicaecorum, Eubacterium rectale, Faecalibacterium prausnitzii
Capacity
Shannon 2 · butyrate 385 CPM · SCFA 709
H2S above band
5 vitamins below
Host & mechanisms
host DNA fragmentation atypical
tissue recycling 61/100
oral translocation 6.48% AR
molecular_mimicry above
estrobolome above
9 resistance genes · 5 virulence factors

Biological layers

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

Pathways under pressure
  • Butyrate / short-chain fatty acid production 80
    • MicrobiomeButyrate capacity 42/100
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
  • Autonomic recovery 65
    • WearableResting HR 80 bpm
    • Wearable1,924 steps/day
    • WearableShort sleep window
  • Mucosal barrier integrity 60
    • MicrobiomeAkkermansia low → thinner mucus layer
    • Daily logGI symptom score 57 and rising
    • WearableSleep 5.8 h, below personal baseline
  • Inflammatory signalling 60
    • MicrobiomeBacteroides fragilis expansion
    • BloodInflammatory load index 62
    • WearableHRV 26 ms, trending down
  • Drug metabolism and exposure 60
    • DNACYP2D6 poor metabolizer → higher exposure
    • BloodToxicity index 58
DNA
Fictional pharmacogenomic panel
  • CYP2D6 Poor metabolizer
    Higher exposure at standard dose
Microbiome
Shannon diversity 3.1 · butyrate capacity 42/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisHigh
  • Bifidobacterium longumNormal
  • EnterobacteriaceaeNormal
Wearable, last 14 days
daily evolution fed into the runtime
HRV
27 ms
Sleep
6.2 h
Steps
1,853
Resting HR
78 bpm
Daily log: GI score 57, nutritional resilience 43, adherence 39.

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-0179522%S1577
P-0169625%S1570
P-0141818%S1669
P-0175619%S1669
P-0150919%S1268
P-0142618%S0668
P-0174818%S0167
P-0142418%S2066
P-0163119%S1065
P-0171218%S1465
P-0162325%S0564
P-0180420%S1064