Release week 2026-02-25
⭐ This week's notable releases
5 novel sequences, 2 confidently wrong. Highlight: SLC2A4 regulator.
| PDB | Protein | Flags | Why it matters |
|---|---|---|---|
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SLC2A4 regulator | novel · 100% confidently wrong | Genuinely unseen sequence (0% identity to anything AlphaFold trained on) — and AlphaFold got the fold wrong despite high confidence. |
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NELL2-interacting cell ontogeny regulator 1 | novel · 100% | Genuinely unseen sequence (0% identity to anything AlphaFold trained on). |
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NELL2-interacting cell ontogeny regulator 1 | novel · 100% | Genuinely unseen sequence (0% identity to anything AlphaFold trained on). |
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NELL2-interacting cell ontogeny regulator 1 | novel · 100% | Genuinely unseen sequence (0% identity to anything AlphaFold trained on). |
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Alpha-synuclein | confidently wrong disease | A close pre-cutoff homolog existed (100% identity to 1XQ8_1) yet AlphaFold confidently missed the fold. Disease-linked. |
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Chromosome transmission fidelity protein 18 homo | novel · 71% | Genuinely unseen sequence (29% identity to anything AlphaFold trained on). |
Zoomed into the red "confidently wrong" box above (pLDDT ≥ 70, TM < 0.5) — the structures AlphaFold got confidently wrong.
The worst offenders ranked, one row per protein (AlphaFold has one model per sequence, so repeat depositions are collapsed — “×N” marks how many structures of that protein exist; the worst is shown). Each row joins what AlphaFold claimed (blue, pLDDT/100) to what the experiment showed (red, TM-score) — the longer the bar, the bigger the miss. Hover a dot to preview its Cα-deviation ribbon; click to open the full entry.
How to read this
Every point is one experimental protein structure. The horizontal axis is AlphaFold's own confidence in its prediction (mean pLDDT, 0–100). The vertical axis is how well that blind prediction actually matches the experiment (TM-score, 0–1; above 0.5 means the same fold, above 0.9 near-identical). Marker size grows with the FRAUD score (confidence-weighted error).
Cutoff: the shaded red box is the "confidently wrong" zone — AlphaFold was confident (mean pLDDT above 70) yet the fold is wrong (TM-score below 0.5). A predictor that had truly solved folding would leave that box empty.
Take-home: 2 of 78 structures (2.6%) are confidently wrong; median TM-score is 0.953.
Read moreShow less — how each metric is calculated
TM-score: how similar the two 3D shapes are overall, 0–1 (a random pair scores ~0.17, an identical fold ~1). Length-normalised so large and small proteins compare fairly. TM = (1/L) Σᵢ 1/(1 + (dᵢ/d₀)²) — dᵢ is the gap between the i-th aligned Cα atoms after best-fit superposition, and d₀ = 1.24(L−15)^⅓ − 1.8 sets the distance scale for length L. Ref: Zhang & Skolnick, Proteins 2004 doi:10.1002/prot.20264; computed with TM-align, doi:10.1093/nar/gki524.
pLDDT: AlphaFold's own confidence in each residue, 0–100 (higher = surer). It is the model predicting its own accuracy before ever seeing the experiment. We plot the per-structure mean. pLDDT = (1/N) Σᵢ pLDDTᵢ, where pLDDTᵢ is the network's confidence output for residue i.
FRAUD score: the headline number — how wrong the prediction was, weighted by how confident AlphaFold was, so a big error it was sure about counts most. FRAUD = (1/N) Σᵢ (pLDDTᵢ/100) · min(Δᵢ,15)/15, where Δᵢ is residue i's Cα distance from the experiment (Å) after superposition, capped at 15 Å. Runs 0 (perfect) to 1.
Novelty: how little AlphaFold had to go on — 100 minus the highest sequence identity between this protein and any structure released before the 2018-04-30 training cutoff. High = genuinely unseen (100% = nothing similar was ever in the training set). novelty = 100 − maxₚ identity(s, p) over pre-cutoff PDB chains p, with identity = 100 × (matching aligned residues)/(alignment length), from an MMseqs2 search.
Homology: the point colour. High novelty (above 70%) flags the sequence as novel (amber) — AlphaFold had no close template; otherwise a pre-cutoff homolog existed (blue) it could have learned the fold from. novel ⇔ novelty > 70%.
What the metrics mean
TM-score (0–1): overall fold match — above 0.5 is the same fold, above 0.9 near-identical. Cα-RMSD (Å): average backbone distance after best-fit superposition — lower is better (under 2 Å is excellent). lDDT (0–1): local accuracy measured without superposition — above 0.8 is good. Each bar counts how many structures fall in that range.
Take-home: median TM-score 0.953 — most predictions match the experimental fold well, with a long tail that do not.
Read moreShow less — how each metric is calculated
TM-score: overall shape match, 0–1 (above 0.5 = same fold, above 0.9 near-identical), length-normalised. TM = (1/L) Σᵢ 1/(1 + (dᵢ/d₀)²) with dᵢ the aligned-Cα gap after superposition and d₀ = 1.24(L−15)^⅓ − 1.8. Ref: Zhang & Skolnick, Proteins 2004 doi:10.1002/prot.20264.
Cα-RMSD: the average straight-line distance between matching backbone Cα atoms once the two structures are best-fit superposed (Å; lower is better, under ~2 Å excellent). RMSD = √( (1/N) Σᵢ |Pᵢ − (R·Qᵢ + t)|² ), with Pᵢ/Qᵢ the experimental/model Cα coordinates and R,t the rotation and translation from Kabsch superposition.
lDDT: local accuracy with no superposition — the fraction of short-range inter-residue distances the model reproduces, so it is not fooled by a single wrongly-placed domain. lDDT = (1/N) Σᵢ ¼ Σ_t 1[ |d_exp − d_model| < t ] over thresholds t ∈ {0.5, 1, 2, 4} Å and all residue pairs within 15 Å.
Trend over time
The blue line is the mean TM-score of the structures by their deposit month; the red bars count how many were confidently wrong. Binning by deposit date (rather than by when we processed them) gives an even timeline, tracking whether AlphaFold's accuracy on newly-deposited structures is holding steady, improving, or slipping as the PDB keeps growing. Months with fewer than 5 structures are omitted so each point is a meaningful average. A dashed trend line is drawn only if the change over time is statistically significant.
Read moreShow less — how each metric is calculated
Mean TM-score: the month's average shape-match score. TM̄ = (1/M) Σ TM over the M structures deposited that month.
Trend line: a monotonic-trend test over the monthly means — Mann-Kendall (Kendall's τ) for significance, with a robust Theil-Sen slope for the line. Rank-based, so it tolerates the skewed TM distribution and noisy low-count months. Shown only when p < 0.05; otherwise a note reports that no significant trend was found.
Confidently wrong: the count that were both confident and wrong. count( mean pLDDT > 70 AND TM < 0.5 ).
Matched structures
| PDB | UniProt | Protein | Method | Å | Deposited | Novelty % | pLDDT | TM | lDDT | GDT_TS | RMSD | FRAUD | Flag |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10XU_A | P37840 | Alpha-synuclein | EM | 3.18 | 2026-02-11 | 0.00 | 84.39 | 0.22 | 0.30 | 0.78 | 21.19 | 0.79 | wrong |
| 9E00_L | Q9UBC3 | Isoform 3 of DNA (cytosine-5)-methyltransf | EM | 3.75 | 2024-10-17 | 39.90 | 92.31 | 0.55 | 0.68 | 8.12 | 16.14 | 0.69 | ok |
| 9TZX_A | P10636 | Isoform Tau-F of Microtubule-associated pr | EM | 2.75 | 2026-01-25 | 1.40 | 68.36 | 0.27 | 0.49 | 0.70 | 24.15 | 0.66 | ok |
| 9T2I_A | P23497 | Isoform Sp100-C of Nuclear autoantigen Sp- | X-ray | 1.35 | 2025-10-22 | 1.20 | 66.47 | 0.34 | 0.34 | 0.00 | 23.43 | 0.66 | ok |
| 9UIQ_A | Q8WVB6 | Chromosome transmission fidelity protein 1 | EM | 3.20 | 2025-04-16 | 71.00 novel | 82.52 | 0.56 | 0.73 | 5.42 | 12.15 | 0.60 | ok |
| 9Z7U_B | P27105 | Stomatin | EM | 2.00 | 2025-11-17 | 4.00 | 86.10 | 0.68 | 0.84 | 14.32 | 11.62 | 0.51 | ok |
| 9OZC_D | Q5BLP8 | NELL2-interacting cell ontogeny regulator | EM | 4.00 | 2025-06-05 | 100.00 novel | 80.12 | 0.65 | 0.82 | 32.92 | 8.06 | 0.28 | ok |
| 9OZ8_A | Q5BLP8 | NELL2-interacting cell ontogeny regulator | EM | 4.10 | 2025-06-05 | 100.00 novel | 80.12 | 0.65 | 0.82 | 35.42 | 7.97 | 0.27 | ok |
| 9OZH_A | Q5BLP8 | NELL2-interacting cell ontogeny regulator | EM | 4.20 | 2025-06-05 | 100.00 novel | 80.12 | 0.66 | 0.81 | 36.67 | 7.43 | 0.26 | ok |
| 9PR5_A | O60928 | Inward rectifier potassium channel 13 | EM | 3.30 | 2025-07-23 | — | 83.00 | 0.72 | — | — | — | 0.23 | ok |
| 9PR7_A | O60928 | Inward rectifier potassium channel 13 | EM | 4.00 | 2025-07-23 | — | 83.00 | 0.74 | — | — | — | 0.22 | ok |
| 9R4I_C | Q9H147 | Deoxynucleotidyltransferase terminal-inter | EM | 2.92 | 2025-05-07 | — | 68.38 | 0.75 | — | — | — | 0.17 | ok |
| 9WEY_A | P63092 | Guanine nucleotide-binding protein G(s) su | EM | 3.30 | 2025-08-20 | — | 91.31 | 0.85 | — | — | — | 0.13 | ok |
| 9SMK_A | Q8TD43 | Transient receptor potential cation channe | EM | 3.80 | 2025-09-08 | — | 77.44 | 0.84 | — | — | — | 0.12 | ok |
| 9IGP_A | Q8N6Q3 | CD177 antigen | X-ray | 2.70 | 2025-02-19 | — | 85.25 | 0.86 | — | — | — | 0.12 | ok |
| 10FT_B | Q99435 | Protein kinase C-binding protein NELL2 | EM | 3.21 | 2026-01-17 | 69.50 | 81.60 | 0.89 | 0.86 | 68.78 | 2.73 | 0.11 | ok |
| 9ZD2_E | P27105 | Stomatin | EM | 3.10 | 2025-11-24 | — | 84.31 | 0.87 | — | — | — | 0.11 | ok |
| 9PWQ_B | Q99435 | Protein kinase C-binding protein NELL2 | EM | 4.45 | 2025-08-05 | — | 80.94 | 0.87 | — | — | — | 0.11 | ok |
| 9UIQ_D | P35249 | Replication factor C subunit 4 | EM | 3.20 | 2025-04-16 | — | 82.06 | 0.89 | — | — | — | 0.09 | ok |
| 9J87_D | P59768 | Guanine nucleotide-binding protein G(I)/G( | EM | 2.84 | 2024-08-20 | — | 89.56 | 0.91 | — | — | — | 0.08 | ok |
| 9O6J_A | Q96LC7 | Sialic acid-binding Ig-like lectin 10 | X-ray | 3.39 | 2025-04-13 | — | 73.25 | 0.89 | — | — | — | 0.08 | ok |
| 9PR6_A | O60928 | Inward rectifier potassium channel 13 | EM | 3.90 | 2025-07-23 | — | 83.00 | 0.91 | — | — | — | 0.08 | ok |
| 9MUN_A | O00400 | Acetyl-coenzyme A transporter 1 | EM | 3.26 | 2025-01-14 | — | 82.38 | 0.92 | — | — | — | 0.07 | ok |
| 9O6N_A | Q96LC7 | Sialic acid-binding Ig-like lectin 10 | X-ray | 2.98 | 2025-04-14 | — | 73.25 | 0.91 | — | — | — | 0.06 | ok |
| 9QMO_A | P53350 | Serine/threonine-protein kinase PLK1 | X-ray | 1.60 | 2025-03-24 | — | 84.06 | 0.93 | — | — | — | 0.06 | ok |
| 9O6O_A | Q96LC7 | Sialic acid-binding Ig-like lectin 10 | X-ray | 2.70 | 2025-04-14 | — | 73.25 | 0.92 | — | — | — | 0.06 | ok |
| 9WEY_C | P59768 | Guanine nucleotide-binding protein G(I)/G( | EM | 3.30 | 2025-08-20 | — | 89.56 | 0.94 | — | — | — | 0.05 | ok |
| 9R4I_B | Q6PJG2 | Mitotic deacetylase-associated SANT domain | EM | 2.92 | 2025-05-07 | — | 48.34 | 0.89 | — | — | — | 0.05 | ok |
| 9Y0G_A | P01111 | GTPase NRas | X-ray | 1.80 | 2025-08-28 | — | 92.06 | 0.94 | — | — | — | 0.05 | ok |
| 9J87_A | P28223 | 5-hydroxytryptamine receptor 2A | EM | 2.84 | 2024-08-20 | — | 73.75 | 0.93 | — | — | — | 0.05 | ok |
| 9Y3W_A | P01111 | GTPase NRas | X-ray | 1.56 | 2025-09-02 | — | 92.06 | 0.95 | — | — | — | 0.05 | ok |
| 9Y1X_A | P01111 | GTPase NRas | X-ray | 1.72 | 2025-08-31 | — | 92.06 | 0.95 | — | — | — | 0.05 | ok |
| 9Y1W_A | P01111 | GTPase NRas | X-ray | 1.95 | 2025-08-31 | — | 92.06 | 0.95 | — | — | — | 0.05 | ok |
| 9Y1Z_A | P01111 | GTPase NRas | X-ray | 1.92 | 2025-08-31 | — | 92.06 | 0.95 | — | — | — | 0.05 | ok |
| 9HUG_A | Q9Y345 | Sodium- and chloride-dependent glycine tra | EM | 2.97 | 2024-12-22 | — | 73.44 | 0.94 | — | — | — | 0.05 | ok |
| 9Y1Y_A | P01111 | GTPase NRas | X-ray | 1.70 | 2025-08-31 | — | 92.06 | 0.95 | — | — | — | 0.05 | ok |
| 9O4Y_A | O95619 | YEATS domain-containing protein 4 | X-ray | 2.30 | 2025-04-09 | — | 91.56 | 0.95 | — | — | — | 0.04 | ok |
| 9Z44_D | Q9NR83 | SLC2A4 regulator | X-ray | 7.20 | 2025-11-08 | 100.00 novel | 88.72 | 0.41 | 0.80 | 94.74 | 0.78 | 0.04 | wrong |
| 9NF2_A | P01116 | Isoform 2B of GTPase KRas | X-ray | 1.70 | 2025-02-20 | — | 91.50 | 0.95 | — | — | — | 0.04 | ok |
| 9QWR_A | Q16891 | MICOS complex subunit MIC60 | X-ray | 2.78 | 2025-04-15 | — | 73.81 | 0.94 | — | — | — | 0.04 | ok |
| 9UIQ_B | P35250 | Replication factor C subunit 2 | EM | 3.20 | 2025-04-16 | — | 86.69 | 0.96 | — | — | — | 0.04 | ok |
| 9E00_B | P62805 | Histone H4 | EM | 3.75 | 2024-10-17 | — | 89.81 | 0.96 | — | — | — | 0.04 | ok |
| 9R1H_A | Q9Y345 | Sodium- and chloride-dependent glycine tra | EM | 3.02 | 2025-04-26 | — | 73.44 | 0.95 | — | — | — | 0.04 | ok |
| 9ZJV_A | Q5K651 | Sterile alpha motif domain-containing prot | EM | 3.13 | 2025-12-05 | — | 83.56 | 0.96 | — | — | — | 0.03 | ok |
| 9ZJW_A | Q5K651 | Sterile alpha motif domain-containing prot | EM | 2.80 | 2025-12-05 | — | 83.56 | 0.96 | — | — | — | 0.03 | ok |
| 9ZJS_A | Q5K651 | Sterile alpha motif domain-containing prot | EM | 3.04 | 2025-12-05 | — | 83.56 | 0.96 | — | — | — | 0.03 | ok |
| 9ZJU_A | Q5K651 | Sterile alpha motif domain-containing prot | EM | 2.60 | 2025-12-05 | — | 83.56 | 0.96 | — | — | — | 0.03 | ok |
| 9ZJR_A | Q5K651 | Sterile alpha motif domain-containing prot | EM | 2.53 | 2025-12-05 | — | 83.56 | 0.96 | — | — | — | 0.03 | ok |
| 9TYI_B | P28482 | Mitogen-activated protein kinase 1 | EM | 3.60 | 2026-01-19 | — | 90.38 | 0.97 | — | — | — | 0.03 | ok |
| 9UIQ_E | P40938 | Replication factor C subunit 3 | EM | 3.20 | 2025-04-16 | — | 87.50 | 0.97 | — | — | — | 0.03 | ok |
| 9UIQ_C | P40937 | Replication factor C subunit 5 | EM | 3.20 | 2025-04-16 | — | 90.44 | 0.97 | — | — | — | 0.03 | ok |
| 9ZJZ_A | Q5K651 | Sterile alpha motif domain-containing prot | EM | 2.87 | 2025-12-05 | — | 83.56 | 0.97 | — | — | — | 0.03 | ok |
| 9E00_K | Q9Y6K1 | DNA (cytosine-5)-methyltransferase 3A | EM | 3.75 | 2024-10-17 | — | 72.94 | 0.97 | — | — | — | 0.02 | ok |
| 9NAL_A | O15067 | Phosphoribosylformylglycinamidine synthase | EM | 3.22 | 2025-02-12 | — | 92.31 | 0.98 | — | — | — | 0.02 | ok |
| 9E00_A | Q71DI3 | Histone H3.2 | EM | 3.75 | 2024-10-17 | — | 86.00 | 0.98 | — | — | — | 0.02 | ok |
| 9I5N_C | P29965 | CD40 ligand, soluble form | EM | 3.40 | 2025-01-28 | — | 82.62 | 0.98 | — | — | — | 0.02 | ok |
| 9TU0_A | P27361 | Mitogen-activated protein kinase 3 | X-ray | 2.17 | 2026-01-08 | — | 88.00 | 0.98 | — | — | — | 0.02 | ok |
| 9UIQ_F | P12004 | Proliferating cell nuclear antigen | EM | 3.20 | 2025-04-16 | — | 94.31 | 0.98 | — | — | — | 0.02 | ok |
| 9YZ5_A | Q9BVA6 | Protein adenylyltransferase FICD | X-ray | 2.58 | 2025-10-30 | — | 83.56 | 0.98 | — | — | — | 0.01 | ok |
| 9YK2_A | Q15562 | Transcriptional enhancer factor TEF-4 | X-ray | 2.16 | 2025-10-06 | — | 70.75 | 0.98 | — | — | — | 0.01 | ok |
| 9N3L_A | P12004 | Proliferating cell nuclear antigen | X-ray | 1.90 | 2025-01-31 | — | 94.31 | 0.98 | — | — | — | 0.01 | ok |
| 9HUE_A | Q9Y345 | Sodium- and chloride-dependent glycine tra | EM | 2.49 | 2024-12-22 | — | 73.44 | 0.98 | — | — | — | 0.01 | ok |
| 9HUF_A | Q9Y345 | Sodium- and chloride-dependent glycine tra | EM | 2.79 | 2024-12-22 | — | 73.44 | 0.98 | — | — | — | 0.01 | ok |
| 9IGO_B | Q8N6Q3 | CD177 antigen | X-ray | 1.50 | 2025-02-19 | — | 85.25 | 0.99 | — | — | — | 0.01 | ok |
| 9J87_C | P62873 | Guanine nucleotide-binding protein G(I)/G( | EM | 2.84 | 2024-08-20 | — | 97.06 | 0.99 | — | — | — | 0.01 | ok |
| 9WEY_B | P62873 | Guanine nucleotide-binding protein G(I)/G( | EM | 3.30 | 2025-08-20 | — | 97.06 | 0.99 | — | — | — | 0.01 | ok |
| 9N9W_A | O15067 | Phosphoribosylformylglycinamidine synthase | EM | 3.31 | 2025-02-11 | — | 92.31 | 0.99 | — | — | — | 0.01 | ok |
| 9NB3_A | O15067 | Phosphoribosylformylglycinamidine synthase | EM | 3.19 | 2025-02-13 | — | 92.31 | 0.99 | — | — | — | 0.01 | ok |
| 9R4I_A | Q13547 | Histone deacetylase 1 | EM | 2.92 | 2025-05-07 | — | 86.25 | 0.99 | — | — | — | 0.01 | ok |
| 9ZD2_A | P29972 | Aquaporin-1 | EM | 3.10 | 2025-11-24 | — | 90.75 | 0.99 | — | — | — | 0.01 | ok |
| 9IGO_A | P24158 | Myeloblastin | X-ray | 1.50 | 2025-02-19 | — | 89.56 | 0.99 | — | — | — | 0.01 | ok |
| 9SJR_A | P02794 | Ferritin heavy chain, N-terminally process | EM | 1.99 | 2025-09-01 | — | 95.31 | 1.00 | — | — | — | 0.00 | ok |
| 9ZCZ_A | P29972 | Aquaporin-1 | EM | 2.30 | 2025-11-24 | — | 90.75 | 1.00 | — | — | — | 0.00 | ok |
| 9SJT_A | P02794 | Ferritin heavy chain, N-terminally process | EM | 1.96 | 2025-09-01 | — | 95.31 | 1.00 | — | — | — | 0.00 | ok |
| 9SJU_A | P02794 | Ferritin heavy chain, N-terminally process | EM | 2.08 | 2025-09-01 | — | 95.31 | 1.00 | — | — | — | 0.00 | ok |
| 9SJS_A | P02794 | Ferritin heavy chain, N-terminally process | EM | 2.06 | 2025-09-01 | — | 95.31 | 1.00 | — | — | — | 0.00 | ok |
| 9ZD0_A | Q13336 | Urea transporter 1 | EM | 2.80 | 2025-11-24 | — | 93.00 | 1.00 | — | — | — | 0.00 | ok |
| 9SJV_A | P02794 | Ferritin heavy chain, N-terminally process | EM | 1.89 | 2025-09-01 | — | 95.31 | 1.00 | — | — | — | 0.00 | ok |
Click a column header to sort. FRAUD = confidence-weighted error; a structure is flagged confidently wrong when mean pLDDT > 70 yet TM-score < 0.5.