cell_type,Status,Study_ID,n_cells,total,cell_proportion
Secretory ciliated cells,RPRA,RPRA11,1206,7584,0.15901898734177214
Secretory ciliated cells,RPRA,RPRA12,1,3296,0.00030339805825242716
Secretory ciliated cells,RPRA,RPRA13,231,3427,0.06740589436825212
Secretory ciliated cells,RPRA,RPRA03,28,11796,0.002373685995252628
Secretory ciliated cells,RPRA,RPRA15,11,10096,0.001089540412044374
Secretory ciliated cells,Healthy,HV07,57,5043,0.011302795954788817
Secretory ciliated cells,Healthy,HV08,71,7713,0.00920523791002204
Secretory ciliated cells,Healthy,HV09,30,3365,0.008915304606240713
Secretory ciliated cells,Healthy,HV11,118,6428,0.01835718730553827
Secretory ciliated cells,Healthy,HV12,1157,8797,0.13152210981016255
Secretory ciliated cells,Healthy,HV13,452,3515,0.12859174964438122
Secretory cells,RPRA,RPRA11,1396,7584,0.1840717299578059
Secretory cells,RPRA,RPRA12,52,3296,0.015776699029126214
Secretory cells,RPRA,RPRA13,344,3427,0.10037934053107675
Secretory cells,RPRA,RPRA03,345,11796,0.029247202441505596
Secretory cells,RPRA,RPRA15,517,10096,0.05120839936608558
Secretory cells,Healthy,HV07,1117,5043,0.2214951417806861
Secretory cells,Healthy,HV08,1370,7713,0.1776221962919746
Secretory cells,Healthy,HV09,342,3365,0.10163447251114413
Secretory cells,Healthy,HV11,548,6428,0.08525202240199128
Secretory cells,Healthy,HV12,1646,8797,0.18710924178697283
Secretory cells,Healthy,HV13,489,3515,0.1391180654338549
Ciliated cells,RPRA,RPRA11,3538,7584,0.4665084388185654
Ciliated cells,RPRA,RPRA12,1,3296,0.00030339805825242716
Ciliated cells,RPRA,RPRA13,1581,3427,0.46133644587102424
Ciliated cells,RPRA,RPRA03,29,11796,0.002458460495083079
Ciliated cells,RPRA,RPRA15,21,10096,0.0020800316957210775
Ciliated cells,Healthy,HV07,146,5043,0.02895102121752925
Ciliated cells,Healthy,HV08,374,7713,0.04848956307532737
Ciliated cells,Healthy,HV09,88,3365,0.026151560178306093
Ciliated cells,Healthy,HV11,117,6428,0.01820161792159303
Ciliated cells,Healthy,HV12,1895,8797,0.21541434579970445
Ciliated cells,Healthy,HV13,543,3515,0.15448079658605973
Mucous cells,RPRA,RPRA11,453,7584,0.05973101265822785
Mucous cells,RPRA,RPRA13,61,3427,0.01779982491975489
Mucous cells,RPRA,RPRA03,20,11796,0.00169548999660902
Mucous cells,RPRA,RPRA15,5,10096,0.0004952456418383518
Mucous cells,Healthy,HV07,19,5043,0.003767598651596272
Mucous cells,Healthy,HV08,57,7713,0.007390120575651498
Mucous cells,Healthy,HV09,37,3365,0.01099554234769688
Mucous cells,Healthy,HV11,71,6428,0.01104542626011201
Mucous cells,Healthy,HV12,643,8797,0.07309309992042742
Mucous cells,Healthy,HV13,25,3515,0.007112375533428165
Ionocytes,RPRA,RPRA11,40,7584,0.005274261603375527
Ionocytes,RPRA,RPRA13,49,3427,0.014298220017508025
Ionocytes,RPRA,RPRA03,3,11796,0.000254323499491353
Ionocytes,RPRA,RPRA15,1,10096,9.904912836767037e-05
Ionocytes,Healthy,HV07,3,5043,0.000594883997620464
Ionocytes,Healthy,HV08,7,7713,0.0009075586671852716
Ionocytes,Healthy,HV09,1,3365,0.00029717682020802375
Ionocytes,Healthy,HV12,57,8797,0.0064794816414686825
Ionocytes,Healthy,HV13,9,3515,0.0025604551920341396
Suprabasal cells,RPRA,RPRA11,776,7584,0.10232067510548523
Suprabasal cells,RPRA,RPRA12,350,3296,0.10618932038834951
Suprabasal cells,RPRA,RPRA13,550,3427,0.16049022468631455
Suprabasal cells,RPRA,RPRA03,5943,11796,0.5038148524923703
Suprabasal cells,RPRA,RPRA15,4611,10096,0.45671553090332806
Suprabasal cells,Healthy,HV07,2048,5043,0.40610747570890343
Suprabasal cells,Healthy,HV08,4451,7713,0.5770776610916635
Suprabasal cells,Healthy,HV09,655,3365,0.19465081723625557
Suprabasal cells,Healthy,HV11,2002,6428,0.31144990665836964
Suprabasal cells,Healthy,HV12,2257,8797,0.2565647379788564
Suprabasal cells,Healthy,HV13,937,3515,0.2665718349928876
Basal cells,RPRA,RPRA11,68,7584,0.008966244725738396
Basal cells,RPRA,RPRA12,21,3296,0.006371359223300971
Basal cells,RPRA,RPRA13,71,3427,0.02071782900496061
Basal cells,RPRA,RPRA03,1177,11796,0.09977958630044083
Basal cells,RPRA,RPRA15,2362,10096,0.2339540412044374
Basal cells,Healthy,HV07,315,5043,0.062462819750148724
Basal cells,Healthy,HV08,377,7713,0.04887851678983534
Basal cells,Healthy,HV09,37,3365,0.01099554234769688
Basal cells,Healthy,HV11,1009,6428,0.15696950840074672
Basal cells,Healthy,HV12,234,8797,0.026599977264976697
Basal cells,Healthy,HV13,81,3515,0.023044096728307255
Deuterosomal cells,RPRA,RPRA11,30,7584,0.003955696202531646
Deuterosomal cells,RPRA,RPRA13,3,3427,0.0008754012255617158
Deuterosomal cells,RPRA,RPRA03,15,11796,0.001271617497456765
Deuterosomal cells,RPRA,RPRA15,2,10096,0.00019809825673534074
Deuterosomal cells,Healthy,HV07,5,5043,0.00099147332936744
Deuterosomal cells,Healthy,HV08,18,7713,0.002333722287047841
Deuterosomal cells,Healthy,HV09,3,3365,0.0008915304606240713
Deuterosomal cells,Healthy,HV11,53,6428,0.008245177349097698
Deuterosomal cells,Healthy,HV12,25,8797,0.0028418779129248607
Deuterosomal cells,Healthy,HV13,5,3515,0.001422475106685633
gdT cells,RPRA,RPRA11,3,7584,0.00039556962025316455
gdT cells,RPRA,RPRA12,7,3296,0.00212378640776699
gdT cells,RPRA,RPRA13,3,3427,0.0008754012255617158
gdT cells,RPRA,RPRA03,39,11796,0.003306205493387589
gdT cells,RPRA,RPRA15,13,10096,0.0012876386687797148
gdT cells,Healthy,HV07,8,5043,0.001586357326987904
gdT cells,Healthy,HV08,10,7713,0.0012965123816932453
gdT cells,Healthy,HV09,78,3365,0.023179791976225855
gdT cells,Healthy,HV11,8,6428,0.0012445550715619166
gdT cells,Healthy,HV12,1,8797,0.00011367511651699443
Proliferating basal cells,RPRA,RPRA11,21,7584,0.002768987341772152
Proliferating basal cells,RPRA,RPRA12,90,3296,0.027305825242718445
Proliferating basal cells,RPRA,RPRA13,163,3427,0.04756346658885322
Proliferating basal cells,RPRA,RPRA03,449,11796,0.0380637504238725
Proliferating basal cells,RPRA,RPRA15,861,10096,0.08528129952456419
Proliferating basal cells,Healthy,HV07,74,5043,0.014673805274638112
Proliferating basal cells,Healthy,HV08,185,7713,0.023985479061325036
Proliferating basal cells,Healthy,HV09,346,3365,0.10282317979197622
Proliferating basal cells,Healthy,HV11,1402,6428,0.2181082762912259
Proliferating basal cells,Healthy,HV12,68,8797,0.007729907923155622
Proliferating basal cells,Healthy,HV13,57,3515,0.016216216216216217
Macrophages,RPRA,RPRA11,2,7584,0.00026371308016877635
Macrophages,RPRA,RPRA12,30,3296,0.009101941747572815
Macrophages,RPRA,RPRA13,49,3427,0.014298220017508025
Macrophages,RPRA,RPRA03,54,11796,0.004577822990844354
Macrophages,RPRA,RPRA15,37,10096,0.0036648177496038034
Macrophages,Healthy,HV07,57,5043,0.011302795954788817
Macrophages,Healthy,HV08,10,7713,0.0012965123816932453
Macrophages,Healthy,HV09,291,3365,0.08647845468053492
Macrophages,Healthy,HV11,61,6428,0.009489732420659614
Macrophages,Healthy,HV12,24,8797,0.002728202796407866
Macrophages,Healthy,HV13,15,3515,0.004267425320056899
Squamous cells,RPRA,RPRA11,26,7584,0.003428270042194093
Squamous cells,RPRA,RPRA12,2691,3296,0.8164441747572816
Squamous cells,RPRA,RPRA13,237,3427,0.06915669681937554
Squamous cells,RPRA,RPRA03,3023,11796,0.25627331298745337
Squamous cells,RPRA,RPRA15,1480,10096,0.14659270998415214
Squamous cells,Healthy,HV07,927,5043,0.18381915526472337
Squamous cells,Healthy,HV08,451,7713,0.05847270841436536
Squamous cells,Healthy,HV09,263,3365,0.07815750371471025
Squamous cells,Healthy,HV11,736,6428,0.11449906658369632
Squamous cells,Healthy,HV12,729,8797,0.08286915994088893
Squamous cells,Healthy,HV13,800,3515,0.22759601706970128
CD8 T cells,RPRA,RPRA11,17,7584,0.002241561181434599
CD8 T cells,RPRA,RPRA12,8,3296,0.0024271844660194173
CD8 T cells,RPRA,RPRA13,9,3427,0.0026262036766851473
CD8 T cells,RPRA,RPRA03,276,11796,0.023397761953204477
CD8 T cells,RPRA,RPRA15,35,10096,0.0034667194928684627
CD8 T cells,Healthy,HV07,85,5043,0.01685504659924648
CD8 T cells,Healthy,HV08,168,7713,0.021781408012446518
CD8 T cells,Healthy,HV09,100,3365,0.029717682020802376
CD8 T cells,Healthy,HV11,89,6428,0.013845675171126323
CD8 T cells,Healthy,HV12,19,8797,0.0021598272138228943
CD8 T cells,Healthy,HV13,2,3515,0.0005689900426742532
CD4 T cells,RPRA,RPRA11,6,7584,0.0007911392405063291
CD4 T cells,RPRA,RPRA12,19,3296,0.0057645631067961165
CD4 T cells,RPRA,RPRA13,8,3427,0.0023344032681645753
CD4 T cells,RPRA,RPRA03,187,11796,0.01585283146829434
CD4 T cells,RPRA,RPRA15,32,10096,0.003169572107765452
CD4 T cells,Healthy,HV07,51,5043,0.010113027959547887
CD4 T cells,Healthy,HV08,70,7713,0.009075586671852716
CD4 T cells,Healthy,HV09,96,3365,0.02852897473997028
CD4 T cells,Healthy,HV11,40,6428,0.006222775357809583
CD4 T cells,Healthy,HV12,7,8797,0.000795725815618961
CD4 T cells,Healthy,HV13,1,3515,0.0002844950213371266
pDC,RPRA,RPRA11,1,7584,0.00013185654008438817
pDC,RPRA,RPRA13,5,3427,0.0014590020426028597
pDC,RPRA,RPRA03,3,11796,0.000254323499491353
pDC,RPRA,RPRA15,2,10096,0.00019809825673534074
pDC,Healthy,HV07,5,5043,0.00099147332936744
pDC,Healthy,HV08,11,7713,0.0014261636198625697
pDC,Healthy,HV09,185,3365,0.0549777117384844
pDC,Healthy,HV11,14,6428,0.0021779713752333543
pDC,Healthy,HV12,2,8797,0.00022735023303398886
Mast cells,RPRA,RPRA11,1,7584,0.00013185654008438817
Mast cells,RPRA,RPRA12,1,3296,0.00030339805825242716
Mast cells,RPRA,RPRA13,6,3427,0.0017508024511234317
Mast cells,RPRA,RPRA03,8,11796,0.0006781959986436081
Mast cells,RPRA,RPRA15,3,10096,0.0002971473851030111
Mast cells,Healthy,HV07,31,5043,0.006147134642078128
Mast cells,Healthy,HV08,13,7713,0.0016854660962012187
Mast cells,Healthy,HV09,84,3365,0.024962852897474
Mast cells,Healthy,HV11,5,6428,0.0007778469197261979
Mast cells,Healthy,HV12,1,8797,0.00011367511651699443
Erythrocytes,RPRA,RPRA12,2,3296,0.0006067961165048543
Erythrocytes,RPRA,RPRA03,42,11796,0.003560528992878942
Erythrocytes,Healthy,HV08,12,7713,0.0015558148580318942
Erythrocytes,Healthy,HV09,169,3365,0.05022288261515602
Erythrocytes,Healthy,HV11,47,6428,0.00731176104542626
Monocytes,RPRA,RPRA12,12,3296,0.0036407766990291263
Monocytes,RPRA,RPRA13,9,3427,0.0026262036766851473
Monocytes,RPRA,RPRA03,23,11796,0.001949813496100373
Monocytes,RPRA,RPRA15,26,10096,0.0025752773375594296
Monocytes,Healthy,HV07,6,5043,0.001189767995240928
Monocytes,Healthy,HV08,3,7713,0.00038895371450797355
Monocytes,Healthy,HV09,162,3365,0.048142644873699854
Monocytes,Healthy,HV11,7,6428,0.0010889856876166771
Monocytes,Healthy,HV12,1,8797,0.00011367511651699443
DC2,RPRA,RPRA12,5,3296,0.001516990291262136
DC2,RPRA,RPRA13,14,3427,0.004085205719288007
DC2,RPRA,RPRA03,55,11796,0.004662597490674805
DC2,RPRA,RPRA15,19,10096,0.001881933438985737
DC2,Healthy,HV07,36,5043,0.007138607971445568
DC2,Healthy,HV08,5,7713,0.0006482561908466226
DC2,Healthy,HV09,321,3365,0.09539375928677563
DC2,Healthy,HV11,18,6428,0.0028002489110143126
DC2,Healthy,HV12,4,8797,0.0004547004660679777
DC2,Healthy,HV13,5,3515,0.001422475106685633
B cells,RPRA,RPRA12,6,3296,0.0018203883495145632
B cells,RPRA,RPRA13,6,3427,0.0017508024511234317
B cells,RPRA,RPRA03,21,11796,0.001780264496439471
B cells,RPRA,RPRA15,13,10096,0.0012876386687797148
B cells,Healthy,HV07,46,5043,0.009121554630180448
B cells,Healthy,HV08,12,7713,0.0015558148580318942
B cells,Healthy,HV09,59,3365,0.017533432392273403
B cells,Healthy,HV11,8,6428,0.0012445550715619166
B cells,Healthy,HV12,5,8797,0.0005683755825849721
B cells,Healthy,HV13,1,3515,0.0002844950213371266
MMP9 basal cells,RPRA,RPRA13,10,3427,0.0029180040852057193
MMP9 basal cells,RPRA,RPRA03,55,11796,0.004662597490674805
MMP9 basal cells,RPRA,RPRA15,44,10096,0.004358161648177496
MMP9 basal cells,Healthy,HV07,3,5043,0.000594883997620464
MMP9 basal cells,Healthy,HV08,23,7713,0.0029819784778944637
MMP9 basal cells,Healthy,HV09,11,3365,0.0032689450222882616
MMP9 basal cells,Healthy,HV11,75,6428,0.011667703795892968
MMP9 basal cells,Healthy,HV12,17,8797,0.0019324769807889054
MMP9 basal cells,Healthy,HV13,69,3515,0.019630156472261736
Fibroblasts,RPRA,RPRA13,18,3427,0.005252407353370295
Fibroblasts,RPRA,RPRA03,1,11796,8.477449983045101e-05
Fibroblasts,RPRA,RPRA15,1,10096,9.904912836767037e-05
Fibroblasts,Healthy,HV07,4,5043,0.000793178663493952
Fibroblasts,Healthy,HV08,15,7713,0.0019447685725398677
Fibroblasts,Healthy,HV09,7,3365,0.0020802377414561664
Fibroblasts,Healthy,HV12,5,8797,0.0005683755825849721
Fibroblasts,Healthy,HV13,24,3515,0.0068278805120910386
Erythrocytes,RPRA,RPRA11,0,7584,0.0
Monocytes,RPRA,RPRA11,0,7584,0.0
DC2,RPRA,RPRA11,0,7584,0.0
B cells,RPRA,RPRA11,0,7584,0.0
MMP9 basal cells,RPRA,RPRA11,0,7584,0.0
Fibroblasts,RPRA,RPRA11,0,7584,0.0
Mucous cells,RPRA,RPRA12,0,3296,0.0
Ionocytes,RPRA,RPRA12,0,3296,0.0
Deuterosomal cells,RPRA,RPRA12,0,3296,0.0
pDC,RPRA,RPRA12,0,3296,0.0
MMP9 basal cells,RPRA,RPRA12,0,3296,0.0
Fibroblasts,RPRA,RPRA12,0,3296,0.0
Erythrocytes,RPRA,RPRA13,0,3427,0.0
Erythrocytes,RPRA,RPRA15,0,10096,0.0
Erythrocytes,Healthy,HV07,0,5043,0.0
Ionocytes,Healthy,HV11,0,6428,0.0
Fibroblasts,Healthy,HV11,0,6428,0.0
Erythrocytes,Healthy,HV12,0,8797,0.0
gdT cells,Healthy,HV13,0,3515,0.0
pDC,Healthy,HV13,0,3515,0.0
Mast cells,Healthy,HV13,0,3515,0.0
Erythrocytes,Healthy,HV13,0,3515,0.0
Monocytes,Healthy,HV13,0,3515,0.0