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PMC:7402624 / 61473-75599 JSONTXT

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LitCovid-PD-FMA-UBERON

Id Subject Object Predicate Lexical cue fma_id
T512 671-676 Body_part denotes mouth http://purl.org/sig/ont/fma/fma49184
T513 801-806 Body_part denotes blood http://purl.org/sig/ont/fma/fma9670
T514 1105-1110 Body_part denotes chest http://purl.org/sig/ont/fma/fma9576
T515 1379-1384 Body_part denotes blood http://purl.org/sig/ont/fma/fma9670
T516 2014-2019 Body_part denotes blood http://purl.org/sig/ont/fma/fma9670
T517 2046-2053 Body_part denotes heparin http://purl.org/sig/ont/fma/fma82839
T518 2118-2124 Body_part denotes plasma http://purl.org/sig/ont/fma/fma62970
T519 2162-2167 Body_part denotes blood http://purl.org/sig/ont/fma/fma9670
T520 2607-2615 Body_part denotes Antibody http://purl.org/sig/ont/fma/fma62871
T521 2767-2775 Body_part denotes antibody http://purl.org/sig/ont/fma/fma62871
T522 3067-3076 Body_part denotes chemokine http://purl.org/sig/ont/fma/fma241981
T523 3360-3368 Body_part denotes antibody http://purl.org/sig/ont/fma/fma62871
T524 3949-3958 Body_part denotes chemokine http://purl.org/sig/ont/fma/fma241981
T525 4651-4656 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T526 4968-4974 Body_part denotes Plasma http://purl.org/sig/ont/fma/fma62970
T527 5176-5184 Body_part denotes cytokine http://purl.org/sig/ont/fma/fma84050
T528 5271-5278 Body_part denotes Eotaxin http://purl.org/sig/ont/fma/fma241992
T529 5291-5294 Body_part denotes CSF http://purl.org/sig/ont/fma/fma20935
T530 5299-5302 Body_part denotes CSF http://purl.org/sig/ont/fma/fma20935
T531 5381-5385 Body_part denotes IL-1 http://purl.org/sig/ont/fma/fma86583
T532 5399-5403 Body_part denotes IL-2 http://purl.org/sig/ont/fma/fma84051
T533 6499-6504 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T534 6964-6968 Body_part denotes cell http://purl.org/sig/ont/fma/fma68646
T535 9366-9371 Body_part denotes blood http://purl.org/sig/ont/fma/fma9670
T536 9766-9771 Body_part denotes Joint http://purl.org/sig/ont/fma/fma7490
T537 10366-10371 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T538 10389-10394 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T539 10416-10421 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T540 10506-10511 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T541 10600-10605 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T542 10675-10678 Body_part denotes IgD http://purl.org/sig/ont/fma/fma62876
T543 10765-10768 Body_part denotes HLA http://purl.org/sig/ont/fma/fma84795
T544 10822-10827 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T545 10963-10966 Body_part denotes HLA http://purl.org/sig/ont/fma/fma84795
T546 11054-11058 Body_part denotes cell http://purl.org/sig/ont/fma/fma68646
T547 11089-11092 Body_part denotes map http://purl.org/sig/ont/fma/fma67847
T548 11246-11251 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T549 11258-11263 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T550 11310-11314 Body_part denotes cell http://purl.org/sig/ont/fma/fma68646
T551 11394-11398 Body_part denotes cell http://purl.org/sig/ont/fma/fma68646
T552 11714-11722 Body_part denotes antibody http://purl.org/sig/ont/fma/fma62871
T553 12175-12179 Body_part denotes back http://purl.org/sig/ont/fma/fma25056
T554 13911-13913 Body_part denotes PB http://purl.org/sig/ont/fma/fma84371
T555 13924-13929 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T556 13961-13966 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T557 13998-14003 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T558 14005-14008 Body_part denotes HLA http://purl.org/sig/ont/fma/fma84795
T559 14042-14047 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646
T560 14049-14052 Body_part denotes HLA http://purl.org/sig/ont/fma/fma84795
T561 14086-14091 Body_part denotes cells http://purl.org/sig/ont/fma/fma68646

LitCovid-PD-UBERON

Id Subject Object Predicate Lexical cue uberon_id
T30 671-676 Body_part denotes mouth http://purl.obolibrary.org/obo/UBERON_0000165
T31 801-806 Body_part denotes blood http://purl.obolibrary.org/obo/UBERON_0000178
T32 1105-1110 Body_part denotes chest http://purl.obolibrary.org/obo/UBERON_0001443
T33 1379-1384 Body_part denotes blood http://purl.obolibrary.org/obo/UBERON_0000178
T34 2014-2019 Body_part denotes blood http://purl.obolibrary.org/obo/UBERON_0000178
T35 2162-2167 Body_part denotes blood http://purl.obolibrary.org/obo/UBERON_0000178
T36 2235-2239 Body_part denotes tube http://purl.obolibrary.org/obo/UBERON_0000025
T37 8306-8311 Body_part denotes scale http://purl.obolibrary.org/obo/UBERON_0002542
T38 8785-8790 Body_part denotes scale http://purl.obolibrary.org/obo/UBERON_0002542
T39 9366-9371 Body_part denotes blood http://purl.obolibrary.org/obo/UBERON_0000178
T40 9949-9954 Body_part denotes Scale http://purl.obolibrary.org/obo/UBERON_0002542
T41 12215-12220 Body_part denotes scale http://purl.obolibrary.org/obo/UBERON_0002542

LitCovid-PubTator

Id Subject Object Predicate Lexical cue tao:has_database_id
1503 9681-9689 Species denotes med usin Tax:9606
1509 464-472 Disease denotes COVID-19 MESH:C000657245
1937 23-31 Species denotes Patients Tax:9606
1955 72-80 Species denotes Patients Tax:9606
1956 156-165 Species denotes SARS-CoV2 Tax:2697049
1957 1495-1503 Species denotes patients Tax:9606
1958 1565-1573 Species denotes patients Tax:9606
1959 1800-1808 Species denotes patients Tax:9606
1960 1814-1826 Species denotes participants Tax:9606
1961 275-277 Disease denotes HD MESH:D006816
1962 353-361 Disease denotes COVID-19 MESH:C000657245
1963 391-394 Disease denotes HDs
1965 521-529 Disease denotes COVID-19 MESH:C000657245
1966 625-627 Disease denotes HD MESH:D006816
1967 663-676 Disease denotes word of mouth MESH:D000647
1968 764-772 Disease denotes COVID-19 MESH:C000657245
1969 958-962 Disease denotes ARDS MESH:D012128
1970 1397-1399 Disease denotes HD MESH:D006816
1971 1510-1515 Disease denotes COVID MESH:C000657245
1976 2472-2475 Gene denotes ACK Gene:10188
1977 2046-2053 Chemical denotes heparin MESH:D006493
1978 2192-2196 Chemical denotes RPMI
1979 2427-2431 Chemical denotes RPMI
1986 2695-2702 Species denotes patient Tax:9606
1987 2867-2878 Chemical denotes FACS buffer
1988 3766-3769 Chemical denotes PFA
1989 3820-3823 Chemical denotes PFA
1990 3915-3918 Chemical denotes PBS MESH:D007854
1991 4021-4040 Chemical denotes BD Brilliant Buffer
1993 4317-4331 CellLine denotes Cat#01-2222-42 CVCL:9J28
2033 4745-4749 Gene denotes CD28 Gene:940
2034 4750-4755 Gene denotes CD49d Gene:3676
2035 5259-5262 Gene denotes EGF Gene:1950
2036 5264-5269 Gene denotes FGF-2 Gene:2247
2037 5271-5278 Gene denotes Eotaxin Gene:6356
2038 5289-5294 Gene denotes G-CSF Gene:1440
2039 5296-5302 Gene denotes GM-CSF Gene:1437
2040 5304-5310 Gene denotes IFN-α2 Gene:3440
2041 5312-5317 Gene denotes IFN-γ Gene:3458
2042 5319-5324 Gene denotes IL-10 Gene:3586
2043 5346-5351 Gene denotes IL-13 Gene:3596
2044 5353-5358 Gene denotes IL-15 Gene:3600
2045 5360-5366 Gene denotes IL-17A Gene:3605
2046 5368-5374 Gene denotes IL-1Ra Gene:3557
2047 5376-5379 Gene denotes HGF Gene:3082
2048 5381-5386 Gene denotes IL-1β Gene:3552
2049 5388-5393 Gene denotes CXCL9 Gene:4283
2050 5394-5397 Gene denotes MIG Gene:4283
2051 5399-5403 Gene denotes IL-2 Gene:3558
2052 5405-5409 Gene denotes IL-4 Gene:3565
2053 5411-5415 Gene denotes IL-5 Gene:3567
2054 5417-5421 Gene denotes IL-6 Gene:3569
2055 5423-5427 Gene denotes IL-7 Gene:3574
2056 5429-5434 Gene denotes CXCL8 Gene:3576
2057 5435-5439 Gene denotes IL-8 Gene:3576
2058 5441-5447 Gene denotes CXCL10 Gene:3627
2059 5448-5453 Gene denotes IP-10 Gene:3627
2060 5455-5459 Gene denotes CCL2 Gene:6347
2061 5460-5465 Gene denotes MCP-1 Gene:6347
2062 5480-5484 Gene denotes CCL4 Gene:6351
2063 5485-5491 Gene denotes MIP-1β Gene:6351
2064 5493-5499 Gene denotes RANTES Gene:6352
2065 5501-5506 Gene denotes TNF-α Gene:7124
2066 5512-5516 Gene denotes VEGF Gene:7422
2067 4436-4444 Species denotes patients Tax:9606
2068 5170-5175 Species denotes human Tax:9606
2069 4739-4744 Species denotes human Tax:9606
2070 4615-4618 Chemical denotes PBS MESH:D007854
2071 4818-4822 CellLine denotes L293 CVCL:M775
2073 5842-5847 Species denotes minor Tax:53258
2075 6354-6358 Gene denotes CD28 Gene:940
2082 6617-6621 Gene denotes CD28 Gene:940
2083 6622-6627 Gene denotes CD49d Gene:3676
2084 6848-6852 Gene denotes IFNɣ Gene:3458
2085 6611-6616 Species denotes human Tax:9606
2086 6463-6466 Chemical denotes PBS MESH:D007854
2087 6690-6694 CellLine denotes L293 CVCL:M775
2089 6887-6894 Species denotes patient Tax:9606
2124 10383-10386 Gene denotes CD4 Gene:920
2125 10680-10685 Gene denotes CXCR5 Gene:643
2126 10687-10692 Gene denotes CD138 Gene:6382
2127 10694-10699 Gene denotes Eomes Gene:8320
2128 10701-10706 Gene denotes TCF-1 Gene:6932
2129 10708-10712 Gene denotes CD38 Gene:952
2130 10714-10718 Gene denotes CD95 Gene:355
2131 10720-10724 Gene denotes CCR7 Gene:1236
2132 10726-10730 Gene denotes CD21 Gene:1380
2133 10738-10742 Gene denotes CD27 Gene:939
2134 10744-10750 Gene denotes CX3CR1 Gene:1524
2135 10752-10756 Gene denotes CD39 Gene:953
2136 10758-10763 Gene denotes T-bet Gene:30009
2137 10773-10777 Gene denotes CD16 Gene:2214
2138 10779-10783 Gene denotes CD19 Gene:930
2139 10788-10792 Gene denotes CD20 Gene:54474
2140 10808-10811 Gene denotes CD4 Gene:920
2141 10816-10819 Gene denotes CD8 Gene:925
2142 10870-10873 Gene denotes PD1 Gene:6622
2143 10875-10880 Gene denotes CXCR5 Gene:643
2144 10882-10887 Gene denotes TCF-1 Gene:6932
2145 10889-10893 Gene denotes CD38 Gene:952
2146 10895-10899 Gene denotes CD95 Gene:355
2147 10901-10906 Gene denotes Eomes Gene:8320
2148 10908-10912 Gene denotes CCR7 Gene:1236
2149 10920-10924 Gene denotes CD16 Gene:2214
2150 10926-10930 Gene denotes CD27 Gene:939
2151 10932-10938 Gene denotes CX3CR1 Gene:1524
2152 10940-10944 Gene denotes CD39 Gene:953
2153 10946-10950 Gene denotes CD20 Gene:54474
2154 10952-10957 Gene denotes T-bet Gene:30009
2155 10410-10413 Gene denotes CD8 Gene:925
2159 11341-11346 Gene denotes Mover Gene:127262
2160 11432-11440 Species denotes patients Tax:9606
2161 11417-11425 Disease denotes COVID-19 MESH:C000657245
2163 12697-12701 Chemical denotes UMAP
2169 12785-12793 Species denotes patients Tax:9606
2170 13051-13058 Species denotes patient Tax:9606
2171 13387-13391 Chemical denotes UMAP
2172 12776-12784 Disease denotes COVID-19 MESH:C000657245
2173 13042-13050 Disease denotes COVID-19 MESH:C000657245
2182 13955-13958 Gene denotes CD4 Gene:920
2183 13992-13995 Gene denotes CD8 Gene:925
2184 14012-14016 Gene denotes CD38 Gene:952
2185 14036-14039 Gene denotes CD4 Gene:920
2186 14056-14060 Gene denotes CD38 Gene:952
2187 14080-14083 Gene denotes CD8 Gene:925
2188 13761-13769 Species denotes patients Tax:9606
2189 13752-13760 Disease denotes COVID-19 MESH:C000657245

LitCovid-PD-MONDO

Id Subject Object Predicate Lexical cue mondo_id
T408 156-160 Disease denotes SARS http://purl.obolibrary.org/obo/MONDO_0005091
T409 275-277 Disease denotes HD http://purl.obolibrary.org/obo/MONDO_0007739
T410 353-361 Disease denotes COVID-19 http://purl.obolibrary.org/obo/MONDO_0100096
T411 464-472 Disease denotes COVID-19 http://purl.obolibrary.org/obo/MONDO_0100096
T412 483-485 Disease denotes RD http://purl.obolibrary.org/obo/MONDO_0009973
T413 521-529 Disease denotes COVID-19 http://purl.obolibrary.org/obo/MONDO_0100096
T414 625-627 Disease denotes HD http://purl.obolibrary.org/obo/MONDO_0007739
T415 632-634 Disease denotes RD http://purl.obolibrary.org/obo/MONDO_0009973
T416 764-772 Disease denotes COVID-19 http://purl.obolibrary.org/obo/MONDO_0100096
T417 958-962 Disease denotes ARDS http://purl.obolibrary.org/obo/MONDO_0006502
T418 1397-1399 Disease denotes HD http://purl.obolibrary.org/obo/MONDO_0007739
T419 1404-1406 Disease denotes RD http://purl.obolibrary.org/obo/MONDO_0009973
T420 2061-2063 Disease denotes BD http://purl.obolibrary.org/obo/MONDO_0007191
T421 2867-2871 Disease denotes FACS http://purl.obolibrary.org/obo/MONDO_0018262
T422 2997-3001 Disease denotes FACS http://purl.obolibrary.org/obo/MONDO_0018262
T423 3290-3294 Disease denotes FACS http://purl.obolibrary.org/obo/MONDO_0018262
T424 3410-3414 Disease denotes FACS http://purl.obolibrary.org/obo/MONDO_0018262
T425 3868-3870 Disease denotes BD http://purl.obolibrary.org/obo/MONDO_0007191
T426 4000-4004 Disease denotes FACS http://purl.obolibrary.org/obo/MONDO_0018262
T427 4021-4023 Disease denotes BD http://purl.obolibrary.org/obo/MONDO_0007191
T428 4042-4044 Disease denotes BD http://purl.obolibrary.org/obo/MONDO_0007191
T429 4156-4158 Disease denotes BD http://purl.obolibrary.org/obo/MONDO_0007191
T430 4159-4163 Disease denotes FACS http://purl.obolibrary.org/obo/MONDO_0018262
T431 4832-4834 Disease denotes BD http://purl.obolibrary.org/obo/MONDO_0007191
T432 5810-5812 Disease denotes R2 http://purl.obolibrary.org/obo/MONDO_0019903
T433 6583-6585 Disease denotes BD http://purl.obolibrary.org/obo/MONDO_0007191
T434 6704-6706 Disease denotes BD http://purl.obolibrary.org/obo/MONDO_0007191
T435 11094-11097 Disease denotes SOM http://purl.obolibrary.org/obo/MONDO_0021203
T436 11180-11183 Disease denotes SOM http://purl.obolibrary.org/obo/MONDO_0021203
T437 11417-11425 Disease denotes COVID-19 http://purl.obolibrary.org/obo/MONDO_0100096
T438 12776-12784 Disease denotes COVID-19 http://purl.obolibrary.org/obo/MONDO_0100096
T439 13042-13050 Disease denotes COVID-19 http://purl.obolibrary.org/obo/MONDO_0100096
T440 13752-13760 Disease denotes COVID-19 http://purl.obolibrary.org/obo/MONDO_0100096
T441 13911-13913 Disease denotes PB http://purl.obolibrary.org/obo/MONDO_0019035

LitCovid-PD-CLO

Id Subject Object Predicate Lexical cue
T925 145-146 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T926 170-174 http://purl.obolibrary.org/obo/UBERON_0000473 denotes test
T927 483-485 http://purl.obolibrary.org/obo/CLO_0008770 denotes RD
T928 504-505 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T929 534-538 http://purl.obolibrary.org/obo/UBERON_0000473 denotes test
T930 632-634 http://purl.obolibrary.org/obo/CLO_0008770 denotes RD
T931 671-676 http://www.ebi.ac.uk/efo/EFO_0000825 denotes mouth
T932 702-703 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T933 801-806 http://purl.obolibrary.org/obo/UBERON_0000178 denotes blood
T934 801-806 http://www.ebi.ac.uk/efo/EFO_0000296 denotes blood
T935 1002-1008 http://purl.obolibrary.org/obo/CLO_0001929 denotes Berlin
T936 1105-1110 http://www.ebi.ac.uk/efo/EFO_0000965 denotes chest
T937 1379-1384 http://purl.obolibrary.org/obo/UBERON_0000178 denotes blood
T938 1379-1384 http://www.ebi.ac.uk/efo/EFO_0000296 denotes blood
T939 1404-1406 http://purl.obolibrary.org/obo/CLO_0008770 denotes RD
T940 1417-1418 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T941 2014-2019 http://purl.obolibrary.org/obo/UBERON_0000178 denotes blood
T942 2014-2019 http://www.ebi.ac.uk/efo/EFO_0000296 denotes blood
T943 2054-2059 http://purl.obolibrary.org/obo/UBERON_0000025 denotes tubes
T944 2078-2083 http://purl.obolibrary.org/obo/UBERON_0000025 denotes Tubes
T945 2118-2124 http://purl.obolibrary.org/obo/UBERON_0001969 denotes plasma
T946 2156-2167 http://purl.obolibrary.org/obo/UBERON_0000178 denotes whole blood
T947 2156-2167 http://www.ebi.ac.uk/efo/EFO_0000296 denotes whole blood
T948 2180-2183 http://purl.obolibrary.org/obo/CLO_0053733 denotes 1:1
T949 2225-2226 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T950 2235-2239 http://purl.obolibrary.org/obo/UBERON_0000025 denotes tube
T951 2345-2350 http://purl.obolibrary.org/obo/UBERON_0000025 denotes tubes
T952 2553-2554 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T953 2953-2955 http://purl.obolibrary.org/obo/CLO_0052676 denotes Fc
T954 2982-2983 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T955 3253-3254 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T956 3263-3265 http://purl.obolibrary.org/obo/CLO_0053799 denotes 45
T957 3650-3653 http://purl.obolibrary.org/obo/CLO_0001387 denotes 4°C
T958 4146-4147 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T959 4582-4585 http://purl.obolibrary.org/obo/CLO_0052882 denotes CD3
T960 4582-4585 http://purl.obolibrary.org/obo/CLO_0053434 denotes CD3
T961 4622-4625 http://purl.obolibrary.org/obo/CLO_0001387 denotes 4°C
T962 4651-4656 http://purl.obolibrary.org/obo/GO_0005623 denotes cells
T963 4683-4693 http://purl.obolibrary.org/obo/CLO_0001040 denotes at 1 × 105
T964 4739-4744 http://purl.obolibrary.org/obo/NCBITaxon_9606 denotes human
T965 4807-4810 http://purl.obolibrary.org/obo/CLO_0052882 denotes CD3
T966 4807-4810 http://purl.obolibrary.org/obo/CLO_0053434 denotes CD3
T967 4968-4974 http://purl.obolibrary.org/obo/UBERON_0001969 denotes Plasma
T968 5161-5162 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T969 5170-5175 http://purl.obolibrary.org/obo/NCBITaxon_9606 denotes human
T970 5289-5294 http://purl.obolibrary.org/obo/PR_000005932 denotes G-CSF
T971 5376-5379 http://purl.obolibrary.org/obo/CLO_0003740 denotes HGF
T972 5399-5403 http://purl.obolibrary.org/obo/PR_000001379 denotes IL-2
T973 5435-5439 http://purl.obolibrary.org/obo/CLO_0053704 denotes IL-8
T974 5551-5552 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T975 5572-5582 http://purl.obolibrary.org/obo/OBI_0000968 denotes instrument
T976 5801-5804 http://purl.obolibrary.org/obo/CLO_0051582 denotes has
T977 5805-5806 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T978 6055-6061 http://purl.obolibrary.org/obo/UBERON_0000473 denotes tested
T979 6083-6088 http://purl.obolibrary.org/obo/UBERON_0000473 denotes tests
T980 6254-6256 http://purl.obolibrary.org/obo/CLO_0008954 denotes SC
T981 6271-6277 http://purl.obolibrary.org/obo/UBERON_0000473 denotes tested
T982 6350-6353 http://purl.obolibrary.org/obo/CLO_0052882 denotes CD3
T983 6350-6353 http://purl.obolibrary.org/obo/CLO_0053434 denotes CD3
T984 6430-6433 http://purl.obolibrary.org/obo/CLO_0052882 denotes CD3
T985 6430-6433 http://purl.obolibrary.org/obo/CLO_0053434 denotes CD3
T986 6470-6473 http://purl.obolibrary.org/obo/CLO_0001387 denotes 4°C
T987 6499-6504 http://purl.obolibrary.org/obo/GO_0005623 denotes cells
T988 6531-6541 http://purl.obolibrary.org/obo/CLO_0001040 denotes at 1 × 105
T989 6611-6616 http://purl.obolibrary.org/obo/NCBITaxon_9606 denotes human
T990 6679-6682 http://purl.obolibrary.org/obo/CLO_0052882 denotes CD3
T991 6679-6682 http://purl.obolibrary.org/obo/CLO_0053434 denotes CD3
T992 6964-6968 http://purl.obolibrary.org/obo/GO_0005623 denotes cell
T993 7080-7081 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T994 7124-7125 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T995 7169-7170 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T996 7192-7193 http://purl.obolibrary.org/obo/CLO_0001020 denotes A
T997 7328-7329 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T998 7420-7421 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T999 7500-7501 http://purl.obolibrary.org/obo/CLO_0001020 denotes A
T1000 7612-7617 http://purl.obolibrary.org/obo/UBERON_0000473 denotes tests
T1001 7675-7680 http://purl.obolibrary.org/obo/UBERON_0000473 denotes tests
T1002 7734-7735 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1003 7876-7881 http://purl.obolibrary.org/obo/UBERON_0000473 denotes tests
T1004 7992-7993 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1005 8183-8184 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1006 8599-8604 http://purl.obolibrary.org/obo/UBERON_0000473 denotes tests
T1007 8795-8796 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1008 8978-8983 http://purl.obolibrary.org/obo/UBERON_0000473 denotes Tests
T1009 9101-9105 http://purl.obolibrary.org/obo/UBERON_0000473 denotes test
T1010 9150-9154 http://purl.obolibrary.org/obo/UBERON_0000473 denotes test
T1011 9250-9254 http://purl.obolibrary.org/obo/UBERON_0000473 denotes test
T1012 9272-9279 http://purl.obolibrary.org/obo/UBERON_0000473 denotes testing
T1013 9366-9371 http://purl.obolibrary.org/obo/UBERON_0000178 denotes blood
T1014 9366-9371 http://www.ebi.ac.uk/efo/EFO_0000296 denotes blood
T1015 9462-9467 http://purl.obolibrary.org/obo/UBERON_0000473 denotes tests
T1016 9500-9501 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1017 9624-9631 http://purl.obolibrary.org/obo/UBERON_0000473 denotes testing
T1018 9766-9771 http://purl.obolibrary.org/obo/UBERON_0000982 denotes Joint
T1019 9766-9771 http://purl.obolibrary.org/obo/UBERON_0004905 denotes Joint
T1020 9868-9875 http://purl.obolibrary.org/obo/UBERON_0000473 denotes testing
T1021 10364-10371 http://purl.obolibrary.org/obo/CL_0000236 denotes B cells
T1022 10377-10394 http://purl.obolibrary.org/obo/CL_0000895 denotes naïve CD4 T cells
T1023 10410-10413 http://purl.obolibrary.org/obo/CLO_0053438 denotes CD8
T1024 10414-10421 http://purl.obolibrary.org/obo/CL_0000084 denotes T cells
T1025 10506-10511 http://purl.obolibrary.org/obo/GO_0005623 denotes cells
T1026 10554-10555 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1027 10578-10579 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1028 10598-10605 http://purl.obolibrary.org/obo/CL_0000236 denotes B cells
T1029 10667-10673 http://purl.obolibrary.org/obo/PR_000001015 denotes CD45RA
T1030 10708-10712 http://purl.obolibrary.org/obo/PR_000001408 denotes CD38
T1031 10720-10724 http://purl.obolibrary.org/obo/PR_000001203 denotes CCR7
T1032 10738-10742 http://purl.obolibrary.org/obo/PR_000001963 denotes CD27
T1033 10779-10783 http://purl.obolibrary.org/obo/CLO_0053432 denotes CD19
T1034 10808-10811 http://purl.obolibrary.org/obo/PR_000001004 denotes CD4
T1035 10816-10819 http://purl.obolibrary.org/obo/CLO_0053438 denotes CD8
T1036 10820-10827 http://purl.obolibrary.org/obo/CL_0000084 denotes T cells
T1037 10862-10868 http://purl.obolibrary.org/obo/PR_000001015 denotes CD45RA
T1038 10889-10893 http://purl.obolibrary.org/obo/PR_000001408 denotes CD38
T1039 10908-10912 http://purl.obolibrary.org/obo/PR_000001203 denotes CCR7
T1040 10926-10930 http://purl.obolibrary.org/obo/PR_000001963 denotes CD27
T1041 11054-11058 http://purl.obolibrary.org/obo/GO_0005623 denotes cell
T1042 11067-11068 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1043 11078-11088 http://purl.obolibrary.org/obo/OBI_0000245 denotes organizing
T1044 11185-11188 http://purl.obolibrary.org/obo/CLO_0001196 denotes 225
T1045 11244-11251 http://purl.obolibrary.org/obo/CL_0000236 denotes B cells
T1046 11256-11263 http://purl.obolibrary.org/obo/CL_0000084 denotes T cells
T1047 11308-11314 http://purl.obolibrary.org/obo/CL_0000236 denotes B cell
T1048 11392-11398 http://purl.obolibrary.org/obo/CL_0000236 denotes B cell
T1049 11908-11909 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1050 11977-11978 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1051 12554-12555 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1052 12629-12633 http://purl.obolibrary.org/obo/UBERON_0000473 denotes test
T1053 12718-12719 http://purl.obolibrary.org/obo/CLO_0001020 denotes A
T1054 12816-12817 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1055 12853-12854 http://purl.obolibrary.org/obo/CLO_0001020 denotes A
T1056 13462-13463 http://purl.obolibrary.org/obo/CLO_0001020 denotes A
T1057 13550-13551 http://purl.obolibrary.org/obo/CLO_0001020 denotes a
T1058 13922-13929 http://purl.obolibrary.org/obo/CL_0000236 denotes B cells
T1059 13949-13966 http://purl.obolibrary.org/obo/CL_0000895 denotes naïve CD4 T cells
T1060 13992-13995 http://purl.obolibrary.org/obo/CLO_0053438 denotes CD8
T1061 13996-14003 http://purl.obolibrary.org/obo/CL_0000084 denotes T cells
T1062 14012-14016 http://purl.obolibrary.org/obo/PR_000001408 denotes CD38
T1063 14030-14047 http://purl.obolibrary.org/obo/CL_0000895 denotes naïve CD4 T cells
T1064 14056-14060 http://purl.obolibrary.org/obo/PR_000001408 denotes CD38
T1065 14080-14083 http://purl.obolibrary.org/obo/CLO_0053438 denotes CD8
T1066 14084-14091 http://purl.obolibrary.org/obo/CL_0000084 denotes T cells

LitCovid-PD-CHEBI

Id Subject Object Predicate Lexical cue chebi_id
T65195 275-277 Chemical denotes HD http://purl.obolibrary.org/obo/CHEBI_73925
T61322 483-485 Chemical denotes RD http://purl.obolibrary.org/obo/CHEBI_73812
T94286 625-627 Chemical denotes HD http://purl.obolibrary.org/obo/CHEBI_73925
T21414 632-634 Chemical denotes RD http://purl.obolibrary.org/obo/CHEBI_73812
T1354 1397-1399 Chemical denotes HD http://purl.obolibrary.org/obo/CHEBI_73925
T46546 1404-1406 Chemical denotes RD http://purl.obolibrary.org/obo/CHEBI_73812
T61508 2039-2045 Chemical denotes sodium http://purl.obolibrary.org/obo/CHEBI_26708
T55 2046-2053 Chemical denotes heparin http://purl.obolibrary.org/obo/CHEBI_28304
T23659 2482-2488 Chemical denotes buffer http://purl.obolibrary.org/obo/CHEBI_35225
T83633 2731-2737 Chemical denotes buffer http://purl.obolibrary.org/obo/CHEBI_35225
T45213 2760-2762 Chemical denotes S8 http://purl.obolibrary.org/obo/CHEBI_29385
T6104 2872-2878 Chemical denotes buffer http://purl.obolibrary.org/obo/CHEBI_35225
T38115 3002-3008 Chemical denotes buffer http://purl.obolibrary.org/obo/CHEBI_35225
T13410 3295-3301 Chemical denotes buffer http://purl.obolibrary.org/obo/CHEBI_35225
T22243 3415-3421 Chemical denotes buffer http://purl.obolibrary.org/obo/CHEBI_35225
T74159 3518-3524 Chemical denotes buffer http://purl.obolibrary.org/obo/CHEBI_35225
T86249 3766-3769 Chemical denotes PFA http://purl.obolibrary.org/obo/CHEBI_53371|http://purl.obolibrary.org/obo/CHEBI_60594
T30642 3820-3823 Chemical denotes PFA http://purl.obolibrary.org/obo/CHEBI_53371|http://purl.obolibrary.org/obo/CHEBI_60594
T40902 4005-4011 Chemical denotes buffer http://purl.obolibrary.org/obo/CHEBI_35225
T45026 4228-4231 Chemical denotes RFP http://purl.obolibrary.org/obo/CHEBI_28077
T94021 5259-5262 Chemical denotes EGF http://purl.obolibrary.org/obo/CHEBI_140739
T65282 5296-5298 Chemical denotes GM http://purl.obolibrary.org/obo/CHEBI_74120
T7701 5319-5321 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T70736 5326-5328 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T87965 5336-5338 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T48479 5346-5348 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T16150 5353-5355 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T29560 5360-5362 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T21327 5368-5370 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T47948 5381-5383 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T94087 5388-5393 Chemical denotes CXCL9 http://purl.obolibrary.org/obo/CHEBI_138154
T89357 5399-5401 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T78875 5405-5407 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T30910 5411-5413 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T92516 5417-5419 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T24109 5423-5425 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T31035 5435-5437 Chemical denotes IL http://purl.obolibrary.org/obo/CHEBI_63895|http://purl.obolibrary.org/obo/CHEBI_74072
T89429 5441-5447 Chemical denotes CXCL10 http://purl.obolibrary.org/obo/CHEBI_138157
T61718 5448-5453 Chemical denotes IP-10 http://purl.obolibrary.org/obo/CHEBI_138157
T96412 5448-5450 Chemical denotes IP http://purl.obolibrary.org/obo/CHEBI_74076
T85413 5460-5463 Chemical denotes MCP http://purl.obolibrary.org/obo/CHEBI_132592|http://purl.obolibrary.org/obo/CHEBI_50099
T84878 8797-8804 Chemical denotes mixture http://purl.obolibrary.org/obo/CHEBI_60004
T47968 10769-10771 Chemical denotes DR http://purl.obolibrary.org/obo/CHEBI_73445
T69235 10870-10873 Chemical denotes PD1 http://purl.obolibrary.org/obo/CHEBI_138655
T22932 10967-10969 Chemical denotes DR http://purl.obolibrary.org/obo/CHEBI_73445
T12732 11281-11286 Chemical denotes group http://purl.obolibrary.org/obo/CHEBI_24433
T50300 12849-12851 Chemical denotes S8 http://purl.obolibrary.org/obo/CHEBI_29385
T64153 12920-12924 Chemical denotes base http://purl.obolibrary.org/obo/CHEBI_22695
T67801 12993-12997 Chemical denotes base http://purl.obolibrary.org/obo/CHEBI_22695
T2551 13524-13528 Chemical denotes base http://purl.obolibrary.org/obo/CHEBI_22695
T84888 13911-13913 Chemical denotes PB http://purl.obolibrary.org/obo/CHEBI_53319|http://purl.obolibrary.org/obo/CHEBI_60686
T53019 14009-14011 Chemical denotes DR http://purl.obolibrary.org/obo/CHEBI_73445
T74745 14053-14055 Chemical denotes DR http://purl.obolibrary.org/obo/CHEBI_73445

LitCovid-PD-GO-BP

Id Subject Object Predicate Lexical cue
T134 2476-2481 http://purl.obolibrary.org/obo/GO_0019835 denotes lysis
T135 5368-5374 http://purl.obolibrary.org/obo/GO_0005152 denotes IL-1Ra
T136 13789-13805 http://purl.obolibrary.org/obo/GO_0006955 denotes immune responses

LitCovid-sentences

Id Subject Object Predicate Lexical cue
T355 0-21 Sentence denotes Materials and methods
T356 23-71 Sentence denotes Patients, subjects, and clinical data collection
T357 72-258 Sentence denotes Patients admitted to the Hospital of the University of Pennsylvania with a positive SARS-CoV2 PCR test were screened and approached for informed consent within 3 days of hospitalization.
T358 259-362 Sentence denotes Healthy donors (HD) were adults with no prior diagnosis of or recent symptoms consistent with COVID-19.
T359 363-453 Sentence denotes Normal reference ranges for HDs were the UPenn clinical laboratory values shaded in green.
T360 454-624 Sentence denotes Recovered COVID-19 subjects (RD) were adults with a prior positive COVID-19 PCR test by self-report who met the definition of recovery by the Centers for Disease Control.
T361 625-789 Sentence denotes HD and RD were recruited initially by word of mouth and subsequently through a centralized University of Pennsylvania resource website for COVID-19-related studies.
T362 790-839 Sentence denotes Peripheral blood was collected from all subjects.
T363 840-957 Sentence denotes For inpatients, clinical data were abstracted from the electronic medical record into standardized case report forms.
T364 958-1123 Sentence denotes ARDS was categorized in accordance with the Berlin definition reflecting each subject’s worst oxygenation level and with physician adjudication of chest radiographs.
T365 1124-1303 Sentence denotes APACHE III scoring was based on data collected in the first 24 hours of ICU admission or the first 24 hours of hospital admission for subjects admitted to general inpatient units.
T366 1304-1396 Sentence denotes Clinical laboratory data were abstracted from the date closest to research blood collection.
T367 1397-1441 Sentence denotes HD and RD completed a survey about symptoms.
T368 1442-1551 Sentence denotes After enrollment, the clinical team determined three patients to be COVID-negative and/or PCR false positive.
T369 1552-1606 Sentence denotes Two of these patients were classified as Immunotype 3.
T370 1607-1690 Sentence denotes In keeping with inclusion criteria, these subjects were maintained in the analysis.
T371 1691-1809 Sentence denotes The statistical significance reported in Fig. 6K did not change when analysis was repeated without the three patients.
T372 1810-1983 Sentence denotes All participants or their surrogates provided informed consent in accordance with protocols approved by the regional ethical research boards and the Declaration of Helsinki.
T373 1985-2002 Sentence denotes Sample processing
T374 2003-2077 Sentence denotes Peripheral blood was collected into sodium heparin tubes (BD, Cat#367874).
T375 2078-2145 Sentence denotes Tubes were spun (15 min, 3000 rpm, RT), plasma removed, and banked.
T376 2146-2336 Sentence denotes Remaining whole blood was diluted 1:1 with 1% RPMI (table S7) and layered into a SEPMATE tube (STEMCELL Technologies, Cat#85450) pre-loaded with lymphoprep (Alere Technologies, Cat#1114547).
T377 2337-2525 Sentence denotes SEPMATE tubes were spun (10 min, 1200xg, RT) and the PBMC layer collected, washed with 1% RPMI (10 min, 1600 rpm, RT) and treated with ACK lysis buffer (5 min, ThermoFisher, Cat#A1049201).
T378 2526-2605 Sentence denotes Samples were filtered with a 70 μm filter, counted, and aliquoted for staining.
T379 2607-2635 Sentence denotes Antibody panels and staining
T380 2636-2713 Sentence denotes Approximately 1-5×106 freshly isolated PBMCs were used per patient per stain.
T381 2714-2794 Sentence denotes See table S7 for buffer information and table S8 for antibody panel information.
T382 2795-2916 Sentence denotes PBMCs were stained with live/dead mix (100 μl, 10 min, RT), washed with FACS buffer, and spun down (1500 rpm, 5 min, RT).
T383 2917-3031 Sentence denotes PBMCs were incubated with 100 μl of Fc block (RT, 10 min) before a second wash (FACS buffer, 1500 rpm, 5 min, RT).
T384 3032-3133 Sentence denotes Pellet was resuspended in 25 μl of chemokine receptor staining mix, and incubated at 37°C for 20 min.
T385 3134-3270 Sentence denotes Following incubation, 25 μl of surface receptor staining mix was directly added and the PBMCs were incubated at RT for a further 45 min.
T386 3271-3444 Sentence denotes PBMCs were washed (FACS buffer, 1500 rpm, 5 min, RT) and stained with 50 μl of secondary antibody mix for 20 min at RT, then washed again (FACS buffer, 1500 rpm, 5 min, RT).
T387 3445-3586 Sentence denotes Samples were fixed and permeabilized by incubating in 100 μl of Fix/Perm buffer (RT, 30 min) and washed in Perm Buffer (1800 rpm, 5 min, RT).
T388 3587-3654 Sentence denotes PBMCs were stained with 50μl of intracellular mix overnight at 4°C.
T389 3655-3770 Sentence denotes The following morning, samples were washed (Perm Buffer, 1800 rpm, 5 min, RT) and further fixed in 50 μl of 4% PFA.
T390 3771-3884 Sentence denotes Prior to acquisition, samples were diluted to 1% PFA and 10,000 counting beads added per sample (BD, Cat#335925).
T391 3885-3919 Sentence denotes Live/dead mix was prepared in PBS.
T392 3920-4058 Sentence denotes For the surface receptor and chemokine staining mix, antibodies were diluted in FACS buffer with 50% BD Brilliant Buffer (BD, Cat#566349).
T393 4059-4104 Sentence denotes Intracellular mix was diluted in Perm Buffer.
T394 4106-4120 Sentence denotes Flow cytometry
T395 4121-4176 Sentence denotes Samples were acquired on a 5 laser BD FACS Symphony A5.
T396 4177-4284 Sentence denotes Standardized SPHERO rainbow beads (Spherotech, Cat#RFP-30-5A) were used to track and adjust PMTs over time.
T397 4285-4360 Sentence denotes UltraComp eBeads (ThermoFisher, Cat#01-2222-42) were used for compensation.
T398 4361-4415 Sentence denotes Up to 2 × 106 live PBMC were acquired per each sample.
T399 4417-4424 Sentence denotes Luminex
T400 4425-4521 Sentence denotes PBMCs from patients were thawed and rested overnight at 37°C in complete RPMI (cRPMI, table S7).
T401 4522-4636 Sentence denotes 96-well flat bottom plates were coated with 1 μg/mL of anti-CD3 (UCHT1, #BE0231, BioXell) in PBS at 4°C overnight.
T402 4637-4722 Sentence denotes The next day, cells were collected and plated at 1 × 105/well in 100 μl in duplicate.
T403 4723-4836 Sentence denotes 2 μg/mL of anti-human CD28/CD49d was added to the wells containing plate-bound anti-CD3 (Clone L293, 347690, BD).
T404 4837-4967 Sentence denotes PBMCs were stimulated or left unstimulated for 16 hours, spun down (1200 rpm, 10 min) and 85 μL/well of supernatant was collected.
T405 4968-5090 Sentence denotes Plasma from matched subjects was thawed on ice, spun (3000 rpm, 1 min) to remove debris, and 85 μl collected in duplicate.
T406 5091-5238 Sentence denotes Luminex assay was run according to manufacturer’s instructions, using a custom human cytokine 31-plex panel (EMD Millipore Corporation, SPRCUS707).
T407 5239-5517 Sentence denotes The panel included: EGF, FGF-2, Eotaxin, sIL-2Ra, G-CSF, GM-CSF, IFN-α2, IFN-γ, IL-10, IL-12P40, IL-12P70, IL-13, IL-15, IL-17A, IL-1Ra, HGF, IL-1β, CXCL9/MIG, IL-2, IL-4, IL-5, IL-6, IL-7, CXCL8/IL-8, CXCL10/IP-10, CCL2/MCP-1, CCL3/MIP-1α, CCL4/MIP-1β, RANTES, TNF-α, and VEGF.
T408 5518-5611 Sentence denotes Assay plates were measured using a Luminex FlexMAP 3D instrument (Thermofisher, Cat#APX1342).
T409 5612-5705 Sentence denotes Data acquisition and analysis were done using xPONENT software www.luminexcorp.com/xponent/).
T410 5706-5764 Sentence denotes Data quality was examined based on the following criteria:
T411 5765-5879 Sentence denotes The standard curve for each analyte has a 5P R2 value > 0.95 with or without minor fitting using xPONENT software.
T412 5880-6071 Sentence denotes To pass assay technical quality control, the results for two controls in the kit needed to be within the 95% of CI (confidence interval) provided by the vendor for >25 of the tested analytes.
T413 6072-6147 Sentence denotes No further tests were done on samples with results out of range low (<OOR).
T414 6148-6322 Sentence denotes Samples with results that were out of range high (>OOR) or greater than the standard curve maximum value (SC max) were not tested at higher dilutions without further request.
T415 6324-6370 Sentence denotes Intracellular stain after CD3/CD28 stimulation
T416 6371-6484 Sentence denotes 96-well flat bottom plates were coated with 1μg/mL of anti-CD3 (UCHT1, #BE0231, BioXell) in PBS at 4°C overnight.
T417 6485-6595 Sentence denotes The next day, cells were collected and plated at 1 × 105/well in 100 μl with 1/1000 of GolgiPlug (BD #555029).
T418 6596-6708 Sentence denotes 2μg/mL of anti-human CD28/CD49d was added to the wells containing plate-bound anti-CD3 (Clone L293, 347690, BD).
T419 6709-6853 Sentence denotes GolgiPlug-treated PBMCs were stimulated or left unstimulated for 16 hours, spun down (1200 rpm, 10 min) and were stained for intracellular IFNɣ.
T420 6855-6903 Sentence denotes Longitudinal analysis D0-D7 and patient grouping
T421 6904-7191 Sentence denotes To identify subjects where the frequency of specific immune cell populations increased, decreased or stayed stable over time (day 0 to day 7), where data was available we used a previously published dataset to establish a standard range of fold change over time in a healthy cohort (44).
T422 7192-7384 Sentence denotes A fold change greater than the mean fold change ± 2 standard deviations was considered an increase, less than this range was considered a decrease, and within this range was considered stable.
T423 7385-7499 Sentence denotes Where this data was not available, a fold change from day 0 to day 7 of between 0.5 and 1.5 was considered stable.
T424 7500-7579 Sentence denotes A fold change <0.5 was considered decreased, and >1.5 was considered increased.
T425 7580-7830 Sentence denotes In order to eliminate redundant tests and maximize statistical power, the pairwise statistical tests shown in Fig. 5G were performed using fold-change as a continuous metric, irrespective of the discrete up/stable/down classification described above.
T426 7831-8063 Sentence denotes Similarly, in fig. S9G, pairwise association tests between changes in UMAP Component coordinates and clinical data were performed using each difference value as a continuous metric, irrespective of the up/stable/down classification.
T427 8065-8108 Sentence denotes Correlation plots and heatmap visualization
T428 8109-8223 Sentence denotes Pairwise correlations between variables were calculated and visualized as a correlogram using R function corrplot.
T429 8224-8412 Sentence denotes Spearman's Rank Correlation coefficient (ρ) was indicated by square size and heat scale; significance indicated by: *p < 0.05, **p < 0.01, and ***p < 0.001; black box indicates FDR < 0.05.
T430 8413-8508 Sentence denotes Heatmaps were created to visualize variable values using R function pheatmap or complexheatmap.
T431 8510-8520 Sentence denotes Statistics
T432 8521-8694 Sentence denotes Due to the heterogeneity of clinical and flow cytometric data, non-parametric tests of association were preferentially used throughout this study unless otherwise specified.
T433 8695-8977 Sentence denotes Correlation coefficients between ordered features (including discrete ordinal, continuous scale, or a mixture of the two) were quantified by the Spearman rank correlation coefficient and significance was assessed by the corresponding non-parametric methods (null hypothesis: ρ = 0).
T434 8978-9178 Sentence denotes Tests of association between mixed continuous versus non-ordered categorical variables were performed by unpaired Wilcoxon test (for n = 2 categories) or by Kruskal-Wallis test (for n > 2 categories).
T435 9179-9255 Sentence denotes Association between categorical variables was assessed by Fisher-exact test.
T436 9256-9457 Sentence denotes For association testing illustrated in heatmaps, categorical variables with more than 2 categories (e.g., ABO blood type) were transformed into binary dummy variables for each category versus the rest.
T437 9458-9572 Sentence denotes All tests were performed two-sided, using a nominal significance threshold of P < 0.05 unless otherwise specified.
T438 9573-9765 Sentence denotes When appropriate to adjust for multiple hypothesis testing, false discovery rate (FDR) correction was performed using the Benjamini-Hochberg procedure at the FDR < 0.05 significance threshold.
T439 9766-10055 Sentence denotes Joint statistical modeling to adjust for confounding of demographic factors (age, sex, and race) when testing for association of UMAP Components 1 and 2 with the NIH Ordinal Severity Scale was performed using ordinal logistic regression provided by the polr function of the R package MASS.
T440 10056-10138 Sentence denotes Statistical analysis of flow cytometry data was performed using R package rstatix.
T441 10139-10230 Sentence denotes Other details, if any, for each experiment are provided within the relevant figure legends.
T442 10232-10285 Sentence denotes High dimensional data analysis of flow cytometry data
T443 10286-10363 Sentence denotes viSNE and FlowSOM analysis were performed on Cytobank (https://cytobank.org).
T444 10364-10593 Sentence denotes B cells, non-naïve CD4 T cells, and non-naïve CD8 T cells were analyzed separately. viSNE analysis was performed using equal sampling of 1000 cells from each FCS file, with 5000 iterations, a perplexity of 30, and a theta of 0.5.
T445 10594-10793 Sentence denotes For B cells, the following markers were used to generate the viSNE maps: CD45RA, IgD, CXCR5, CD138, Eomes, TCF-1, CD38, CD95, CCR7, CD21, KI67, CD27, CX3CR1, CD39, T-bet, HLA-DR, CD16, CD19 and CD20.
T446 10794-10970 Sentence denotes For non-naïve CD4 and CD8 T cells, the following markers were used: CD45RA, PD1, CXCR5, TCF-1, CD38, CD95, Eomes, CCR7, KI67, CD16, CD27, CX3CR1, CD39, CD20, T-bet, and HLA-DR.
T447 10971-11044 Sentence denotes Resulting viSNE maps were fed into the FlowSOM clustering algorithm (59).
T448 11045-11170 Sentence denotes For each cell subset, a new self-organizing map (SOM) was generated using hierarchical consensus clustering on the tSNE axes.
T449 11171-11277 Sentence denotes For each SOM, 225 clusters and 10 or 15 metaclusters were identified for B cells and T cells respectively.
T450 11278-11538 Sentence denotes To group individuals based on B cell landscape, pairwise Earth Mover’s Distance (EMD) value was calculated on the B cell tSNE axes for all COVID-19 day 0 patients, healthy donors, and recovered donors using the emdist package in R as previously described (60).
T451 11539-11616 Sentence denotes Resulting scores were hierarchically clustered using the hclust package in R.
T452 11618-11634 Sentence denotes Batch correction
T453 11635-11723 Sentence denotes During the sample acquisition period, the flow panel was changed to remove one antibody.
T454 11724-11855 Sentence denotes Batch correction was performed for samples acquired before and after this change to remove potential bias from downstream analysis.
T455 11856-12130 Sentence denotes Because the primary flow features were expressed as a fraction of the parent population (falling in the 0-to-1 interval) a variance stabilizing transform (logit) was first applied to each data value, prior to re-centering the second panel to have the same mean as the first.
T456 12131-12242 Sentence denotes After mean-centering, data were transformed back to the original fraction of parent scale by inverse transform.
T457 12243-12355 Sentence denotes This procedure was applied separately to all 553 flow features annotated in the main text and supplemental data.
T458 12356-12480 Sentence denotes Notably, this procedure avoids any batch-corrected feature values artificially falling outside of the original 0 to 1 range.
T459 12481-12634 Sentence denotes Following batch correction, neither UMAP Component 1 nor Component 2 had a statistically significant difference between panels by unpaired Wilcoxon test.
T460 12636-12717 Sentence denotes Visualizing variation of flow cytometric features across the UMAP embedding space
T461 12718-12861 Sentence denotes A feature-weighted kernel density was computed across all COVID-19 patients, and was displayed as a contour plot (Fig. 6G and fig. S8, A to D).
T462 12862-13248 Sentence denotes Whereas traditional kernel density methods apply the same base kernel function to every point to visualize point density, here the base kernel function centered at each individual COVID-19 patient sample was instead weighted (multiplied) by the Z-transform (mean-centered and standard deviation-scaled) of the log-transformed input feature prior to computing the overall kernel density.
T463 13249-13461 Sentence denotes This weighting procedure facilitated visualization of the overall feature gradients (going from relatively low-to-high expression) across UMAP coordinates independent of the different range of each input feature.
T464 13462-13713 Sentence denotes A radially symmetric two-dimensional Gaussian was used as the base kernel function with a variance parameter equal to one-half, which was tuned to be sufficiently broad in order to smooth out local discontinuities and best visualize feature gradients.
T465 13715-13741 Sentence denotes Definition of immunotype 3
T466 13742-14126 Sentence denotes To define COVID-19 patients with low or absent immune responses, classified as immunotype 3, the intersection of the bottom 50% of 5 different flow parameters was used: PB as % of B cells, KI67+ as % of non-naïve CD4 T cells, KI67+ as % of non-naïve CD8 T cells, HLA-DR+CD38+ as % of non-naïve CD4 T cells, HLA-DR+CD38+ as % of non-naïve CD8 T cells—graphically displayed in fig. S10.

2_test

Id Subject Object Predicate Lexical cue
32669297-25573116-135105235 11040-11042 25573116 denotes 59
32669297-30413431-135105236 11534-11536 30413431 denotes 60