immunogenicity: the MHC class-II corpus the shipped class-II model is fitted on
Browse filesBuilt from the same staged IEDB export as the class-I arm, by the same rules, so
the two are comparable by construction. 1,096,034 rows over 643,744 peptides,
77,943 immunogenic; human 603,781 peptides / 65,486 positive, mouse 50,258 /
12,457.
Restriction is parsed rather than imputed -- 50.8% of rows resolve, the rest are
kept as an explicit `unresolved` group rather than assigned a guessed allele.
That is why class II has one arm where class I has two: an HLA-matched variant
needs a resolved allele on both sides. The complementarity fit reads only peptide
and label, so the unresolved rows still carry their weight.
Deposited with the generator's run log; the build is deterministic and every count
was reproduced exactly from a clean checkout on 2026-08-19.
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```zsh
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python immunogenicity/staged/fetch.py
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```
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```zsh
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python immunogenicity/staged/fetch.py
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```
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+
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+
## `corpus_iedb_mhc2.parquet` — the MHC class-II arm (2026-08-19)
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+
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+
**Derived/computed**, from `staged/iedb_tcell.parquet` and `staged/iedb_ligand.parquet` — the same
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IEDB build 2026-08-11 export the class-I corpus is built from, by the same rules, so the two arms are
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comparable by construction rather than by assertion. This is what the shipped class-II
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complementarity model (`mhcmatch.complement`, `cls="mhc2"`, v0.16.0) is fitted on.
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+
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| field | value |
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+
|---|--:|
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+
| rows (peptide, allele group, host) | 1,096,034 |
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+
| distinct peptides | 643,744 |
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+
| immunogenic peptides | 77,943 |
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+
| human rows | 1,036,041 |
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| human positives | 65,486 |
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+
| human distinct peptides | 603,781 |
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| human allele groups | 121 |
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| mouse rows | 59,993 |
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| mouse positives | 12,457 |
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| mouse distinct peptides | 50,258 |
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| mouse allele groups | 40 |
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| peptide length | 11–25, median 15 |
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+
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+
Three rules differ from the class-I arm and nothing else does:
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+
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- **Length** is 11–25 rather than 8–11.
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+
- **Restriction is parsed, never imputed.** Class-II restriction is written a dozen ways across IEDB
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+
(`HLA-DRB1*15:01`, `HLA-DPA1*01:03/DPB1*04:01`, `HLA-DR15`, serotypes, `H2-IAb`), so the corpus
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+
carries a parser and keeps whatever it cannot resolve as an explicit `unresolved` group rather than
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guessing an allele. It parses **1,003,554 / 1,974,413 rows (50.8 %)**; the remainder are retained,
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not dropped, because the complementarity fit reads only peptide and label. There is therefore **one
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class-II arm where class I has two** — no HLA-matched variant is built, since matching needs a
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+
resolved allele on both sides.
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+
- **Rule 8** (pathogen epitopes) is applied by parsing the source organism rather than by set-match.
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+
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`evidence` records why each row is what it is: `eluted_but_positive_elsewhere=5,305`,
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`eluted_foreign=103,351`, `eluted_self=1,156,574`, `eluted_unknown=440,458`, `tcell_negative=110,312`,
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| 359 |
+
`tcell_positive=158,413`.
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+
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+
`corpus_iedb_mhc2.log` is the generator's own run record, deposited beside it; the counts in the table
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| 362 |
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above are read from it. The build is deterministic — regenerated 2026-08-19 from a clean checkout, every
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| 363 |
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count reproduced exactly.
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+
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+
Regenerate (needs this mirror at `$MHCMATCH_PMHC_DIR`, and the benchmark repo):
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| 366 |
+
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| 367 |
+
```zsh
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| 368 |
+
python bench/neoag/corpus_iedb.py --cls mhc2
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+
```
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@@ -0,0 +1,24 @@
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+
# tcell: 570,434 staged rows
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# class II: 247,456
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| 3 |
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# host human or mouse: 239,196
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# 11-25mer, canonical: 221,787
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# after artefact exclusions: 221,787 (115,263 peptides)
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# ligand: 5,773,495 staged rows
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| 7 |
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# class II: 1,966,913
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| 8 |
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# host human or mouse: 1,905,785
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# 11-25mer, canonical: 1,752,626
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| 10 |
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# after artefact exclusions: 1,752,626 (538,321 peptides)
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# T-cell assayed (peptide, host) pairs: 119,615
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# positive: 39,818 | measured negative: 79,797
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# peptides positive in any host: 38,320
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| 14 |
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# elution pool by origin: foreign=145,186, self=1,165,489, unknown=441,951
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| 15 |
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# rows entering allele resolution: 1,974,413 (1,324,898 distinct peptide/host/restriction)
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# class-II restriction parsed on 1,003,554/1,974,413 rows (50.8%); the rest are kept as `unresolved`
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| 17 |
+
# top groups: unresolved=970,859, HLA-DRB1*15=174,134, HLA-DRB1*13=163,275, HLA-DRB1*01=105,737, HLA-DRB1*03=83,487, HLA-DRB1*04=52,007, HLA-DRB1*07=39,065, HLA-DPA1*01/DPB1*04=37,066
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| 18 |
+
# evidence: eluted_but_positive_elsewhere=5,305, eluted_foreign=103,351, eluted_self=1,156,574, eluted_unknown=440,458, tcell_negative=110,312, tcell_positive=158,413
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+
# out: 1,096,034 (peptide, allele group, host) rows over 643,744 peptides, 77,943 immunogenic
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+
# human: 1,036,041 rows, 65,486 positive, 121 allele groups, 603,781 peptides
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+
# length 11-25, median 15
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| 22 |
+
# mouse: 59,993 rows, 12,457 positive, 40 allele groups, 50,258 peptides
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# length 11-25, median 15
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+
# -> /Users/mikesh/vcs/projects/2026-mhcmatch-benchmark/bench/neoag/corpus_iedb_mhc2.parquet (3s)
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@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:63fe69c10d635f5c17bebae135bd390dc475ee7cffbde59e04c2dcdfca639708
|
| 3 |
+
size 8509426
|