600 patients67,035 observations120 daysLIVE

Patient P-01454

Synthetic patientNBL-101 · Day 115 · 25–34 · M · baseline S06Steering view · 3DOpen companion preview
Is the drug working?

Therapy response 45 at the day-84 endpoint (observed).

Why responding?

Responding: response probability 43%, therapy response 41 today; biology is not blocking the drug.

Is a side effect starting?

Drift detected on day 48 (HRV −10 ms, resting HR +8 bpm, sleep −0.8 h, gi toxicity +26, inflammatory load +26); the side effect would have been reported on day 59 — 11 days of warning.

Still taking it?

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

last 9 doses · green confirmed · amber logged only · red missed
Plan for this patient
not yet offeredrequiredowner · Study nursereview day 125Human Model →
Next action
NP-02 Dietary Support Protocol
70% probability of improvement
Kept if

77% of 284 similar trajectories improved after NP-02; if this one does, discontinuation risk is expected to fall from 92% to ~74%. Keeping fat low is worth 5.4 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
43% worsening

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

Changes the plan if

GI burden above 92 for 3 days within the onset window

LLIFE OS insight
grounded · add an LLM key for prose

P-01454 is on day 115 of NBL-101 (EC-03, baseline S06): response unstable, tolerance unstable, GI unstable. Over 14 days response moved -8 and GI +9; discontinuation risk is 92%. The state is between basins, heading towards failing, after diverging from the model on day 48.

Biology sets the gain: Poor metabolizer, Low microbial diversity, Cluster EC-03 (high response / high intolerance), Adherence < 60%; butyrate capacity 44/100, diversity 2.9. Pushing it down: Enterococcus faecium 16.476% (LPS load) (-34), Low butyrate capacity (-28.1), 6 keystone species absent (-21). From the daily log: fat +5.4 GI next day, alcohol +3.9 GI next day, simple carbs +3.8 GI next day.

Past actions: GI-04 on day 51 → worsened (-4%); ME-01 on day 60 → improved (3%).

Next: NP-02 — 77% of 284 similar trajectories improved, 70% 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
Unstable
Inflammatory state
Unstable
Nutritional resilience
Unstable
Discontinuation risk
92%

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 S06
  2. Day 48 Trajectory diverged from predictionObserved response fell below the model's expected path.
  3. Day 50 GI-04 recommendedGI Support Protocol GI-04
  4. Day 51 Patient acceptedStarted GI-04 in the companion
  5. Day 59 No meaningful changeGI Support Protocol GI-04
  6. Day 59 ME-01 recommendedMonitoring Escalation ME-01
  7. Day 60 Patient acceptedStarted ME-01 in the companion
  8. Day 63 Deterioration detected before clinical escalationMonitoring Escalation ME-01

What changed?

Trajectory began diverging from predicted response on Day 48.

Primary contributors, last 14 days
  • GI instability+9
  • Toxicity+9
  • Nutritional resilience-5
  • Inflammatory activity+3
  • Treatment adherence+2

What helped?

  • GI Support Protocol GI-04Day 50
    Result: no meaningful change
  • Monitoring Escalation ME-01Day 59
    Result: deterioration detected before clinical escalation
LIFE OS recommendation
70%
probability of meaningful tolerance improvement
  • 284 similar trajectories
  • 77% showed improvement
  • median effect visible after 10 days

Daily trackers

Asset settings

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

GI burden
Companion
84.2/100
worsening · +18.7 vs previous 14 d
Toxicity
Blood
60.2/100
worsening · +2.9 vs previous 14 d
Sleep quality
Wearable
36.5/100
worsening · -7.2 vs previous 14 d
Energy level
Daily log
1.9/10
worsening · -1.0 vs previous 14 d
Stress level
Daily log
8.7/10
worsening · +1.1 vs previous 14 d
Steps
Wearable
300
worsening · -626 vs previous 14 d
Adherence
Companion
42.7 %
worsening · -2.7 vs previous 14 d
This trajectory is decaying — what would help, what would not
Steering view →

Heading towards failing · 25 from the failing basin, 90 from restoration.

Would help
  • NP-02 Dietary Support Protocol
    63% improved among 63 similar · onset 10 d · confidence 75%
  • SC-12 Supportive Compound
    65% improved among 46 similar · onset 6 d · confidence 75%
  • CR-01 Clinician Review
    100% improved among 9 similar · onset 5 d · confidence 75%
Would not help
  • GI-04 GI Support Protocol
    already tried, no meaningful change
  • Keep fat low
    GI +5.4 next day on high-intake days · n 21
  • Keep alcohol low
    GI +3.9 next day on high-intake days · n 22
  • Keep simple carbs low
    GI +3.8 next day on high-intake days · n 16
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
    +5.4detractor · 95%
  • Alcohol
    +3.9detractor · 93%
  • Simple carbohydrates
    +3.8detractor · 86%
  • Histamine load
    -1.9no signal · 29%
  • Insoluble fibre
    +1.7no signal · 34%
  • Spicy / capsaicin
    -0.9no 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
83/100
vs baseline (day 0)
+19
0 improved · 14 worsened
synthetic signature · consistent with this patient's biology
  • 3 opportunists above range: Klebsiella pneumoniae, Enterococcus faecium, Streptococcus gallolyticus
  • 6 keystone species absent
  • Shannon 1.67 (expected ≥ 3)
  • 12 resistance genes
  • Host DNA fragmentation atypical
  • Tissue recycling index 62
Pathogens / opportunists3/5
from 1
Keystone species6/8
from 4
Diversity2/2
Metabolic modules0/4
Vitamin synthesis5/7
from 3
Oral translocation1/1
Host DNA1/1
Tissue recycling1/1
Central mechanisms2/2
from 0
Species dominance1/1
from 0
Virulence factors6/6
from 4
Antibiotic resistance genes12/12
from 9
Genetic predisposition1/1
Opportunists above range
Enterococcus faecium 16.476% AR
Klebsiella pneumoniae 9.886% AR
Streptococcus gallolyticus 3.295% AR
Keystone species absent
Akkermansia muciniphila, Bifidobacterium longum, Butyricicoccus pullicaecorum, Eubacterium rectale, Faecalibacterium prausnitzii
Capacity
Shannon 1.67 · butyrate 316 CPM · SCFA 594
5 vitamins below
Host & mechanisms
host DNA fragmentation atypical
tissue recycling 62/100
oral translocation 7.46% 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
  • Butyrate / short-chain fatty acid production 80
    • MicrobiomeButyrate capacity 44/100
    • MicrobiomeF. prausnitzii depleted
    • Daily logFibre intake low in recent food logs
  • Drug metabolism and exposure 60
    • DNACYP2D6 poor metabolizer → higher exposure
    • BloodToxicity index 60
  • Mucosal barrier integrity 50
    • MicrobiomeAkkermansia low → thinner mucus layer
    • Daily logGI symptom score 84 and rising
  • Autonomic recovery 45
    • WearableResting HR 89 bpm
    • Wearable300 steps/day
  • Inflammatory signalling 40
    • BloodInflammatory load index 70
    • WearableHRV 34 ms, trending down
DNA
Fictional pharmacogenomic panel
  • CYP2D6 Poor metabolizer
    Higher exposure at standard dose
Microbiome
Shannon diversity 2.9 · butyrate capacity 44/100
  • Akkermansia muciniphilaLow
  • Faecalibacterium prausnitziiLow
  • Bacteroides fragilisNormal
  • Bifidobacterium longumLow
  • EnterobacteriaceaeHigh
Wearable, last 14 days
daily evolution fed into the runtime
HRV
32 ms
Sleep
6.5 h
Steps
418
Resting HR
86 bpm
Daily log: GI score 84, nutritional resilience 27, adherence 43.

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-0146249%S14ME-01improved41
P-0181347%S02ME-01improved44
P-0176246%S15ME-01improved42
P-0188846%S12ME-01improved46
P-0186545%S14ME-01improved46
P-0155644%S14ME-01improved44
P-0188744%S14ME-01improved48
P-0149243%S14ME-01improved43
P-0182643%S05ME-01improved51
P-0185843%S01ME-01improved41
P-0147342%S16NP-02improved46
P-0161242%S04ME-01improved45