mikessh Claude Opus 5 commited on
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vaccines: IVAC MUTANOME, the one table with a label on every manufactured unit

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Sahin et al., Nature 547:222-226 (2017), Supplementary Table 2, retrieved through PubMed
(doi:10.1038/nature23003, PMID 28678784). 125 vaccine units across 13 patients, every one
assayed after vaccination: 75 responded, 60 CD4+, 31 CD8+, 50 measured negative.

Why this one is different from everything else in `vaccines/`. The NEO-PV-01 tables say what
was manufactured and what was monitored; only 19 units anywhere carry a per-unit outcome.
Here the trial assayed all ten units of each cassette, so the negatives are measured
negatives rather than units nobody looked at.

Two facts a reader needs and cannot get from the columns. The mutation sits at position 14 of
a full-length 27-mer -- verified against `aa_change` on every row by the ingest -- so anything
scoring by window has to span that residue; most 8-11mers of a 27-mer contain no mutation and
describe the germline protein. And this table is **held out of the EPIC fit**: no patient in
`neoantigens_tested_peptides.tsv.gz`, and 2 of the 125 units share even an 8-11mer with it.
That is the opposite of `nci_parkhurst_gi.parquet`, which is why that one needs `in_epic_fit`
and this one does not.

`resp_cd4`/`resp_cd8` are null on the single responding unit whose class the trial reports as
`n.k.`, never a silent zero.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

vaccines/SOURCES.md CHANGED
@@ -25,11 +25,13 @@ no such field — verified byte-identical across two runs.
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  | `cassettes.parquet` | 1,506 | 1,496 | 81 | 2 | 14–30 |
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  | `assayed_units.parquet` | 5,427 | 5,410 | 47 | 2 | 8–17 |
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  | `unit_responses.parquet` | 19 | 19 | 4 | 1 | 14–17 |
 
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  | trial | cassettes | units | cassette size | assayed pools | `EPT` | `ASP` |
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  |---|--:|--:|:--:|--:|--:|--:|
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  | `NEO-PV-01-NT001` | 60 | 1,005 | 9–20 | 34 | 2,195 | 1,961 |
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  | `NEO-PV-01-NT002` | 21 | 501 | 11–30 | 13 | 400 | 871 |
 
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  Cassettes outnumber assayed pools because both trials published every patient's vaccine composition
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  but monitored a subset. NT-002's 21 published cassettes are of 38 patients treated; NT-001's 60 are
@@ -77,6 +79,35 @@ responded to both. `peptide_wt` is the matched wild-type sequence. Every `peptid
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  epitopes generating any T-cell response across its 13 assessed patients (39 % CD4⁺, 31 % CD8⁺), but
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  as Figure 4B values rather than a table, so 501 units cannot be labelled and 19 can.
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  ---
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82
  ## Citations
@@ -95,6 +126,13 @@ and anti-PD-1 as first-line treatment for non-squamous non-small cell lung cance
95
  doi:[10.1016/j.ccell.2022.08.003](https://doi.org/10.1016/j.ccell.2022.08.003) ·
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  PMID [36027916](https://pubmed.ncbi.nlm.nih.gov/36027916/).
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  ---
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  ## Companion tables deposited in the same pass
 
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  | `cassettes.parquet` | 1,506 | 1,496 | 81 | 2 | 14–30 |
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  | `assayed_units.parquet` | 5,427 | 5,410 | 47 | 2 | 8–17 |
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  | `unit_responses.parquet` | 19 | 19 | 4 | 1 | 14–17 |
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+ | `ivac_mutanome_units.parquet` | 125 | 125 | 13 | 1 | 14–27 |
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  | trial | cassettes | units | cassette size | assayed pools | `EPT` | `ASP` |
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  |---|--:|--:|:--:|--:|--:|--:|
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  | `NEO-PV-01-NT001` | 60 | 1,005 | 9–20 | 34 | 2,195 | 1,961 |
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  | `NEO-PV-01-NT002` | 21 | 501 | 11–30 | 13 | 400 | 871 |
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+ | `IVAC-MUTANOME` | 13 | 125 | 5–10 | 13 | — | — |
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  Cassettes outnumber assayed pools because both trials published every patient's vaccine composition
37
  but monitored a subset. NT-002's 21 published cassettes are of 38 patients treated; NT-001's 60 are
 
79
  epitopes generating any T-cell response across its 13 assessed patients (39 % CD4⁺, 31 % CD8⁺), but
80
  as Figure 4B values rather than a table, so 501 units cannot be labelled and 19 can.
81
 
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+ ### `ivac_mutanome_units.parquet` — what was manufactured **and** what responded
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+
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+ The only deposited table carrying a **measured response label on every manufactured unit**. IVAC
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+ MUTANOME assayed all ten units of each patient's cassette after vaccination, so its 50 non-responding
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+ units are measured negatives rather than units nobody looked at.
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+
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+ | column | provenance | notes |
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+ |---|---|---|
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+ | `trial` | **derived** | `IVAC-MUTANOME` |
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+ | `patient` | **experimental** | `P01`…`P19`, the trial's own alias |
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+ | `unit_id` | **experimental** | position on the pentatope, `A1`–`B5` |
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+ | `mutation_id` | **experimental** | `P04-C7-E258K` — patient, gene, substitution |
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+ | `gene`, `aa_change` | **experimental** | |
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+ | `peptide`, `peptide_len` | **experimental** / **derived** | the 27-mer as manufactured; 11 shorter, at a protein terminus |
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+ | `construct` | **derived** | `RNA-pentatope` — five units per RNA, two RNAs per patient |
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+ | `exon_expression` | **experimental** | the trial's own exon expression level |
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+ | `hla_i_score`, `hla_ii_score` | **experimental** | the trial's own binding scores, computed with each patient's real genotype; smaller is better |
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+ | `pre_existing` | **experimental** | a response detectable before vaccination |
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+ | `responded` | **experimental** | any post-vaccination T-cell response — **75 of 125** |
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+ | `resp_cd4`, `resp_cd8` | **experimental** | 60 and 31; a unit can raise both (19 did). Null on the one responding unit whose class the trial reports as `n.k.`, never a silent zero |
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+
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+ **The mutation sits at position 14 of a full-length 27-mer**, verified against `aa_change` on every
104
+ row by the ingest. Anything scoring this table by window should span that residue: most 8–11mers of a
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+ 27-mer contain no mutation at all and describe the germline protein.
106
+
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+ **No IVAC patient is in `neoantigens/neoantigens_tested_peptides.tsv.gz`**, and only 2 of the 125
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+ units share even an 8–11mer with it, so this table is held out of the EPIC fit by patient and very
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+ nearly by sequence. That is the opposite of `nci_parkhurst_gi.parquet`, which needs `in_epic_fit`.
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+
111
  ---
112
 
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  ## Citations
 
126
  doi:[10.1016/j.ccell.2022.08.003](https://doi.org/10.1016/j.ccell.2022.08.003) ·
127
  PMID [36027916](https://pubmed.ncbi.nlm.nih.gov/36027916/).
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+ **IVAC MUTANOME.** Sahin U, Derhovanessian E, Miller M, Kloke BP, Simon P, Löwer M, Bukur V,
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+ Tadmor AD, Luxemburger U, Schrörs B, …, Türeci Ö. "Personalized RNA mutanome vaccines mobilize
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+ poly-specific therapeutic immunity against cancer." *Nature* 2017;**547**(7662):222-226.
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+ doi:[10.1038/nature23003](https://doi.org/10.1038/nature23003) ·
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+ PMID [28678784](https://pubmed.ncbi.nlm.nih.gov/28678784/). Supplementary Table 2; record retrieved
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+ from PubMed.
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+
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  ---
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  ## Companion tables deposited in the same pass
vaccines/ivac_mutanome_units.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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