Study

Sequence-audited comparative genomics of genome-maintenance genes in vertebrate lifespan evolution

Processed data and frozen outputs supporting the manuscript “Sequence-audited comparative genomics of genome-maintenance genes in vertebrate lifespan evolution.” The archive includes source data for four main figures, 41 supplementary data tables, a dated species tree, protein alignments, gene-family trees, a reproducibility guide, and SHA-256 checksums.

Abstract

Processed data and frozen outputs supporting the manuscript “Sequence-audited comparative genomics of genome-maintenance genes in vertebrate lifespan evolution.” The archive includes source data for four main figures, 41 supplementary data tables, a dated species tree, protein alignments, gene-family trees, a reproducibility guide, and SHA-256 checksums. Analysis code is available at https://github.com/jackeikee-debug/nature-bird-lifespan, release v1.0.0.

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Result tables50
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LicenseCreative Commons Attribution 4.0 International

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Repositories1
Result tables50
Charts37
Released figures18
Source datasets50
Complete tables50

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Authoritative metadata and released result artifacts.

The preserved source contains 50 result tables; 50 have complete deterministic representation coverage.

Supplementary Data 18 Phylogenetic Signal source data

4 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_18_phylogenetic_signal.tsv.

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Supplementary Data 18 Phylogenetic Signal source data

4 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_18_phylogenetic_signal.tsv.

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TraitTrait LabelNBlomberg KBlomberg K PBlomberg K PermutationsPagel LambdaPagel Lambda PK ErrorLambda Error
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Supplementary Data 19 Clade Specific Datelife Pgls source data

26 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_19_clade_specific_datelife_pgls.tsv.

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Supplementary Data 19 Clade Specific Datelife Pgls source data

26 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_19_clade_specific_datelife_pgls.tsv.

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Score VariantSubsetModelFormulaNClade CountScore MeanScore SdLambdaEstimate Per Score SdSeConf LowConf HighTPErrorQ By Model
full_background_sensitivityno_nonflying_mammalsclade_adjusted_residualpgls_model_c_mass_clade_residual ~ score_z5030.6024516129032260.2735996821743811e-060.09441861723322650.03085959952960090.03393380215520890.1549034323112443.05961900583510.003620881034998020.0200799091153914
full_background_sensitivityno_reptilesclade_adjusted_residualpgls_model_c_mass_clade_residual ~ score_z6030.6382258064516130.2722591690202750.9552443168626580.07224320670156170.02516119926748730.02292725613728670.1215591572658372.871214759421770.005700020358548220.0200799091153914
full_background_sensitivitybirds_onlyclade_adjusted_residualpgls_model_c_mass_clade_residual ~ score_z3110.5280957336108220.2833881445606880.8400305581470870.09181944509115380.03199256167875630.02911402420079150.1545248659815162.870024789297310.007584999360503050.0200799091153914
full_background_sensitivityall_primaryclade_adjusted_residualpgls_model_c_mass_clade_residual ~ score_z6840.6515180265654650.260319332438580.7893579764130450.07075126734379540.0258815196513740.02002348882710230.1214790458604882.733659703789430.008031963646156550.0200799091153914
full_background_sensitivityno_batsclade_adjusted_residualpgls_model_c_mass_clade_residual ~ score_z5730.6414261460101870.2599454705154070.6832010436598680.07169175126403660.02862441371405750.01558790038448390.1277956021435892.504566625545550.01525361520839090.0305072304167817
full_background_sensitivityreptiles_onlyclade_adjusted_residualpgls_model_c_mass_clade_residual ~ score_z810.7512096774193550.1047757698344570.6265649631410160.136428469152770.0984829836657503-0.05659817883210010.3294551171376411.385299917555370.2152633068336160.328370885811221
full_background_sensitivitybats_onlyclade_adjusted_residualpgls_model_c_mass_clade_residual ~ score_z1110.7038123167155430.2684088785431420.9813669299982720.0916338151063020.0711418192877209-0.0478041506976310.2310717809102351.288044303951590.2298596200678540.328370885811221
full_background_sensitivityno_birdsclade_adjusted_residualpgls_model_c_mass_clade_residual ~ score_z3730.7549258936355710.1873198621884840.7900812922107090.03282981388881720.0331534049403884-0.0321508597943440.09781048757197850.9902395831694210.3288538608989960.411067326123745
full_background_sensitivitymammals_allclade_adjusted_residualpgls_model_c_mass_clade_residual ~ score_z2920.75595105672970.2058265231932490.9450866610222170.03061352640846790.0336669351992366-0.03537366658203580.09660071939897170.909305412782630.3712349126542380.412483236282487
full_background_sensitivitynonflying_mammals_onlyclade_adjusted_residualpgls_model_c_mass_clade_residual ~ score_z1810.7878136200716850.1567308314774121-0.02586043382723840.0327189948799197-0.08998966379188090.0382687961374041-0.7903798366101250.4408641426693410.440864142669341
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Supplementary Data 2 Final Module Models source data

24 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_2_final_module_models.tsv.

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Supplementary Data 2 Final Module Models source data

24 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_2_final_module_models.tsv.

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Score VariantMaintenance ModuleScore ColModelFormulaNLambdaLogLikAICModule EstimateModule SeModule TModule PErrorModule P Bh By Variant ModelModule P Bh All
full_background_sensitivitytransposon_repeat_suppressiontransposon_repeat_suppression_scoremass_modulelog10_max_lifespan_years ~ log10_body_mass_g + transposon_repeat_suppression_score68.00.76991108534762413.8591739045823-21.71834780916470.2962046154115310.08234990363648553.596902999656890.00062167267448140.00135293705542740.0067646852771374
full_background_sensitivitycancer_surveillance_senescencecancer_surveillance_senescence_scoremass_modulelog10_max_lifespan_years ~ log10_body_mass_g + cancer_surveillance_senescence_score68.00.75999246367340213.7996928155806-21.59938563116110.3241327738809780.09064422546101823.575878907149710.00066486603819620.00135293705542740.0067646852771374
full_background_sensitivitychromatin_repression_heterochromatinchromatin_repression_heterochromatin_scoremass_modulelog10_max_lifespan_years ~ log10_body_mass_g + chromatin_repression_heterochromatin_score68.00.75371304965026413.4432978736706-20.88659574734110.2683805816896230.07757277975464973.459726240808530.00095977202694540.00135293705542740.0067646852771374
full_background_sensitivityinflammation_innate_immune_restraintinflammation_innate_immune_restraint_scoremass_modulelog10_max_lifespan_years ~ log10_body_mass_g + inflammation_innate_immune_restraint_score68.00.74511015829455313.2433534468315-20.48670689366290.3363849530481880.09913542339647213.393186224694720.00118072984694970.00135293705542740.0067646852771374
full_background_sensitivitytransposon_repeat_suppressiontransposon_repeat_suppression_scoremass_clade_modulelog10_max_lifespan_years ~ log10_body_mass_g + clade + transposon_repeat_suppression_score68.00.62685770217715914.5836629566604-17.16732591332070.2906839971181680.08571703687890783.391204452491940.00121587545250710.00270169268830320.0067646852771374
full_background_sensitivityDNA_repair_replication_stressDNA_repair_replication_stress_scoremass_modulelog10_max_lifespan_years ~ log10_body_mass_g + DNA_repair_replication_stress_score68.00.77031513700989613.1937286643135-20.3874573286270.3077081548935150.09102412009391563.380512270550180.00122793610913960.00135293705542740.0067646852771374
full_background_sensitivitycancer_surveillance_senescencecancer_surveillance_senescence_scoremass_clade_modulelog10_max_lifespan_years ~ log10_body_mass_g + clade + cancer_surveillance_senescence_score68.00.60605932917971414.5142115830521-17.02842316610420.3186105212650640.09477797483427983.361651499962490.00133116129395880.00270169268830320.0067646852771374
full_background_sensitivityproteostasis_autophagy_mitophagyproteostasis_autophagy_mitophagy_scoremass_modulelog10_max_lifespan_years ~ log10_body_mass_g + proteostasis_autophagy_mitophagy_score68.00.76402461401786113.1038329341675-20.20766586833510.3255319730013740.09720122133479713.349052291021330.00135293705542740.00135293705542740.0067646852771374
full_background_sensitivitytransposon_repeat_suppressiontransposon_repeat_suppression_scoreresidual_modulelifespan_residual_log10 ~ transposon_repeat_suppression_score68.00.86348554682343311.4771871748905-18.95437434978090.2665363535141840.08191603152062213.25377522038630.00179727321698750.0035542885167960.0072088884446622
full_background_sensitivitychromatin_repression_heterochromatinchromatin_repression_heterochromatin_scoremass_clade_modulelog10_max_lifespan_years ~ log10_body_mass_g + clade + chromatin_repression_heterochromatin_score68.00.60064641710593614.1888338499361-16.37766769987210.2636191941273760.08100394705594483.254399368283990.00184227149141360.00270169268830320.0072088884446622
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Supplementary Data 20 Ambiguous Row Strategy Species source data

204 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_20_ambiguous_row_strategy_species.tsv.

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Supplementary Data 20 Ambiguous Row Strategy Species source data

204 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_20_ambiguous_row_strategy_species.tsv.

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Ambiguity StrategyStrategy DescriptionScientific NameOpentree Tip LabelCladeFlight StatusGenome Analysis TierBody Mass GLog10 Body Mass GMax Lifespan YearsPgls Model C Mass Clade ResidualAmbiguous Rows NBase Found NBase Weighted NumeratorStrategy Found NStrategy Weighted NumeratorStrategy Gene DenominatorStrategy CoverageStrategy Score
ambiguous_as_missingAmbiguous rows contribute zero while the fixed 31-gene denominator is retained.Agelaius phoeniceusAgelaius_phoeniceus_ott226605Avesflightedtier1_refseq_annotated_chromosome56.71.753583058892906920.00.24619877938373702924.200000000000012924.20000000000001310.93548387096774190.7806451612903229
ambiguous_as_missingAmbiguous rows contribute zero while the fixed 31-gene denominator is retained.Ailuropoda melanoleucaAiluropoda_melanoleuca_ott872573Mammalia_nonChiropteranon_flyingtier1_refseq_annotated_chromosome117500.05.07003786660775636.80.070045932456674203125.8000000000000083125.800000000000008311.00.8322580645161293
ambiguous_as_missingAmbiguous rows contribute zero while the fixed 31-gene denominator is retained.Alectura lathamiAlectura_lathami_ott570956Avesflightedtier2_annotated2340.03.36921585741014312.5-0.234108582567407187.99999999999999887.999999999999998310.258064516129032250.2580645161290322
ambiguous_as_missingAmbiguous rows contribute zero while the fixed 31-gene denominator is retained.Alligator mississippiensisAlligator_mississippiensis_ott335590Reptilianon_flyingtier1_refseq_annotated_chromosome1079.03.033021444682910777.00.49797143342455203125.500000000000013125.50000000000001311.00.8225806451612907
ambiguous_as_missingAmbiguous rows contribute zero while the fixed 31-gene denominator is retained.Alligator sinensisAlligator_sinensis_ott953151Reptilianon_flyingtier2_annotated14600.04.16435285578443765.00.23099649470864603024.700000000000013024.70000000000001310.9677419354838710.7967741935483874
ambiguous_as_missingAmbiguous rows contribute zero while the fixed 31-gene denominator is retained.Ammodramus caudacutusAmmodramus_caudacutus_ott567252Avesflightedtier1_refseq_annotated_chromosome16.51.217483944213906510.00.036813252476249803025.000000000000013025.00000000000001310.9677419354838710.8064516129032262
ambiguous_as_missingAmbiguous rows contribute zero while the fixed 31-gene denominator is retained.Anas platyrhynchosAnas_platyrhynchos_ott765167Avesflightedtier1_refseq_annotated_chromosome1020.03.00860017176191729.10.19452051822502903024.8000000000000083024.800000000000008310.9677419354838710.8000000000000003
ambiguous_as_missingAmbiguous rows contribute zero while the fixed 31-gene denominator is retained.Anolis carolinensisAnolis_carolinensis_ott705356Reptilianon_flyingtier1_refseq_annotated_chromosome2.4550.39005149645898737.2-0.079379339918435603025.000000000000013025.00000000000001310.9677419354838710.8064516129032262
ambiguous_as_missingAmbiguous rows contribute zero while the fixed 31-gene denominator is retained.Anseranas semipalmataAnseranas_semipalmata_ott714464Avesflightedtier2_annotated2071.03.316180098893452724.80.0724993824731792187.99999999999999887.999999999999998310.258064516129032250.2580645161290322
ambiguous_as_missingAmbiguous rows contribute zero while the fixed 31-gene denominator is retained.Antrozous pallidusAntrozous_pallidus_ott913941Mammalia_Chiropterapowered_flighttier2_annotated22.01.342422680822206214.80.0665069689343958054.99999999999999854.999999999999998310.161290322580645160.1612903225806451
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Supplementary Data 21 Ambiguous Row Strategy Pgls source data

15 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_21_ambiguous_row_strategy_pgls.tsv.

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Supplementary Data 21 Ambiguous Row Strategy Pgls source data

15 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_21_ambiguous_row_strategy_pgls.tsv.

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Ambiguity StrategyScopeModelFormulaNLambdaEstimate Per Score SdSeConf LowConf HighTPErrorQ
ambiguous_as_missingall_speciesmass_clade_scorelog10_max_lifespan_years ~ log10_body_mass_g + clade + score_z680.6118003111019380.0851217660696680.02594596062388910.03426768324684530.1359758488924913.280732877983870.001701949465867880.00177642156590574
ambiguous_excludedall_speciesmass_clade_scorelog10_max_lifespan_years ~ log10_body_mass_g + clade + score_z680.6095287488115910.0846358855397630.0259101638945850.03385196430637640.1354198067731493.266512936162910.001776421565905740.00177642156590574
ambiguous_present_like_0.5all_speciesmass_clade_scorelog10_max_lifespan_years ~ log10_body_mass_g + clade + score_z680.607748046549020.08453925452527970.02584754527933430.03387806577778440.1352004432727753.27068793619140.001754244175207640.00177642156590574
ambiguous_as_missingall_speciesresidual_scorepgls_model_c_mass_clade_residual ~ score_z680.7893579764130450.07075126734379540.0258815196513740.02002348882710230.1214790458604882.733659703789430.008031963646156550.00818859912774217
ambiguous_excludedall_speciesresidual_scorepgls_model_c_mass_clade_residual ~ score_z680.7886248640174670.07042964575707530.02583096107804710.0198009620441030.1210583294700482.726559245870690.008188599127742170.00818859912774217
ambiguous_present_like_0.5all_speciesresidual_scorepgls_model_c_mass_clade_residual ~ score_z680.7884117673646850.0706173463609470.02575582029823270.02013593857641090.1210987541454832.741801485771060.00785573623704350.00818859912774217
ambiguous_as_missingall_speciesresidual_score_coveragepgls_model_c_mass_clade_residual ~ score_z + coverage_z680.797196680656665-0.1566446829570970.395363334879505-0.9315568193209260.618267453406732-0.3962043749070410.6932519188492370.693251918849237
ambiguous_excludedall_speciesresidual_score_coveragepgls_model_c_mass_clade_residual ~ score_z + coverage_z680.797136572787845-0.1586833681952930.380993071129691-0.9054297876094870.588063051218901-0.416499354502110.6784168036966810.693251918849237
ambiguous_present_like_0.5all_speciesresidual_score_coveragepgls_model_c_mass_clade_residual ~ score_z + coverage_z680.797459460768932-0.236835937668260.417600999311949-1.055333896319680.581662020983159-0.5671345089175510.5725762708539760.693251918849237
ambiguous_as_missingbirds_onlyresidual_scorepgls_model_c_mass_clade_residual ~ score_z310.8400305581470870.09181944509115380.03199256167875630.02911402420079150.1545248659815162.870024789297310.007584999360503050.00775154509000431
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Supplementary Data 22 Human Reference Interpro Pfam source data

36 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_22_human_reference_interpro_pfam.tsv.

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Supplementary Data 22 Human Reference Interpro Pfam source data

36 materialized released rows from submission:submission-0874a5a043ddb0a424e0af00:1/nature-bird-lifespan-data-v1.0.0.zip!/Supplementary_Data/Supplementary_Data_22_human_reference_interpro_pfam.tsv.

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Sequence IdMd5Sequence LengthAnalysisSignature AccessionSignature DescriptionStartEndScoreStatusDateInterpro AccessionInterpro DescriptionGo TermsPathway Terms
REF_HELLS122cbddc2c77459968cc76fef2989a82884PfamPF00176SNF2-related domain2266224.5e-71T21-06-2026IPR000330SNF2, N-terminal domain--
REF_HELLS122cbddc2c77459968cc76fef2989a82884PfamPF00271Helicase conserved C-terminal domain6467583.6999999999999996e-25T21-06-2026IPR001650Helicase, C-terminal domain-like--
REF_SAMHD1cfb6f3fe435dbc087ea0188ff39a27d7626PfamPF07647SAM domain (Sterile alpha motif)421071e-05T21-06-2026IPR001660Sterile alpha motif domain--
REF_SAMHD1cfb6f3fe435dbc087ea0188ff39a27d7626PfamPF01966HD domain1642271e-05T21-06-2026IPR006674HD domain--
REF_DNMT3A85578f6f190e146242f75fdbdb9cf767912PfamPF17980DNMT3, cysteine rich ADD domain, GATA1-like zinc finger4755301.7e-23T21-06-2026IPR040552DNMT3, cysteine rich ADD domain, GATA1-like zinc finger--
REF_DNMT3A85578f6f190e146242f75fdbdb9cf767912PfamPF22855DNA (cytosine-5-)-methyltransferase, N-terminal42841.4e-162T21-06-2026IPR054724DNA (cytosine-5)-methyltransferase, N-terminal--
REF_DNMT3A85578f6f190e146242f75fdbdb9cf767912PfamPF21255DNMT3, ADD PHD zinc finger5375862.9e-18T21-06-2026IPR049554DNMT3, ADD domain, PHD zinc finger--
REF_DNMT3A85578f6f190e146242f75fdbdb9cf767912PfamPF00145C-5 cytosine-specific DNA methylase6347661e-07T21-06-2026IPR001525C-5 cytosine methyltransferase--
REF_DNMT3A85578f6f190e146242f75fdbdb9cf767912PfamPF00855PWWP domain2933741.6e-10T21-06-2026IPR000313PWWP domain--
REF_MBD3380c10118e6c91c25e32b0a7c14ffd2a291PfamPF16564p55-binding region of Methyl-CpG-binding domain proteins MBD791482.6e-25T21-06-2026IPR032343Methyl-CpG-binding domain protein 2/3, p55-binding region--
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Deterministic extraction method

No generative model selected, summarized, or transformed the results.

Evidence classified preserved repository files, parsed bounded structured tables, inferred column types, and selected registered components using versioned rules.

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Immutable publication and repository sources.

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Pinned scientific commit: bf6ac86b961d575f3524b994dcce9fff993637be

Limitations

Deterministic coverage boundaries.

Every accepted released table cell is represented by registered Evidence components; unstructured claims are not converted into numerical results.

Citation

Cite the scholarly record and pinned analysis source.

Scholarly publication

Si Li, Yanyan Huang. Sequence-audited comparative genomics of genome-maintenance genes in vertebrate lifespan evolution. 10.5281/zenodo.20798437.

Open publication

Pinned analysis source

https://github.com/jackeikee-debug/nature-bird-lifespan, commit bf6ac86b961d575f3524b994dcce9fff993637be.

Open pinned source