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In Progress
Clinical

- Study Type: Vaccine

- Legends:

- R indicated vaccine responder status

- NR indicates non-responder status

- BadR indicated bad responder

Purpose

We profiled gene expression from a stratified cohort of subjects to define influenza vaccine response in Young and Old

Hypothesis

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Experimental Design

Differential gene expression by human PBMCs from Healthy Adults receiving Influenza Vaccination (Fluvirin, Novartis). Healthy adults (older >65, younger 21-30 years) were recruited at seasonal Influenza Vaccination clinics organized by Yale University Health Services during October to December of 2010 – 2011 and 2011-2012 seasons. With informed consent, healthy individuals were recruited as per a protocol approved by Human Investigations Committee of the Yale University School of Medicine. Each subject was evaluated by a screening questionnaire determining self-reported demographic information, height, weight, medications and comorbid conditions. Participants with acute illness two weeks prior to vaccination were excluded from study. Blood samples were collected into BD Vacutainer Sodium Heparin tube at four different time points, once prior to administration of vaccine and three time points after vaccination on days 2/4, 7 and 28. Peripheral Blood Mononuclear Cells (PBMC) were isolated from heparinized blood using Histopaque 1077 in gradient centrifugation. About 1.0x10^7 freshly isolated PBMC were lysed in Triso and immediately stored in -800C. Total RNA in aqueous phase of Trisol - Chloroform was isolated in an automated QiaCube instrument using miRNeasy according to manufacturer’s instructions. Integrity of RNA samples were assessed by Agilent 2100 BioAnalyser Samples were processed for cRNA generation using Illumina TotalPrep cRNA Amplification Kit and subsequently hybridized to Human HT12-V4.0 BeadChip at Yale Center for Genomic Analysis (YGCA).

Experimental Variables

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Controls

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Methods

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Additional Information

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Microarray
Illumina HumanHT-12 v4
156 Samples Loaded: 156
Human (Homo sapiens)
PBMC
Influenza vaccine
Sample Set Spreadsheet
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Samples Preview
Sample ID !Sample Title phenotype group time Age group
GSM1441830 110192_PBMC_0 NR Frail NR day0 D0 Frail
GSM1441831 110192_PBMC_2 NR Frail NR day2 D2 Frail
GSM1441832 110192_PBMC_7 NR Frail NR day7 D7 Frail
GSM1441833 110192_PBMC_28 NR Frail NR day28 D28 Frail
GSM1441834 110194_PBMC_0 NR Young NR day0 D0 Young
Please log in in order to upload files.
File
sampleset4000031_sampleannotations_Group.csv
Sample Set Spreadsheet
sampleset4000031_sampleannotations_Group.csv
Sample Set Spreadsheet
Log2 Transformed
Raw Signal
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Clinical Datasource
Links

Samples Viewer / Editor

All fields are editable except the "Sample ID" column. To edit a cell, click within the cell. To edit a "date" cell, click on the calendar icon. To cancel an edit, press the ESC key.

Sample ID !Sample Title Phenotype Group Time Age group Blood draw date
GSM1441830
110192_PBMC_0
NR
Frail NR day0
D0
Frail
0
GSM1441831
110192_PBMC_2
NR
Frail NR day2
D2
Frail
2
GSM1441832
110192_PBMC_7
NR
Frail NR day7
D7
Frail
7
GSM1441833
110192_PBMC_28
NR
Frail NR day28
D28
Frail
28
GSM1441834
110194_PBMC_0
NR
Young NR day0
D0
Young
0
GSM1441835
110194_PBMC_2
NR
Young NR day2
D2
Young
2
GSM1441836
110194_PBMC_7
NR
Young NR day7
D7
Young
7
GSM1441837
110194_PBMC_28
NR
Young NR day28
D28
Young
28
GSM1441838
110195_PBMC_0
R
Old R day0
D0
Old
0
GSM1441839
110195_PBMC_2
R
Old R day2
D2
Old
2
GSM1441840
110195_PBMC_7
R
Old R day7
D7
Old
7
GSM1441841
110195_PBMC_28
R
Old R day28
D28
Old
28
GSM1441842
110196_PBMC_0
NR
Old NR day7
D0
Old
0
GSM1441843
110196_PBMC_2
NR
Old NR day2
D2
Old
2
GSM1441844
110196_PBMC_7
NR
Old NR day7
D7
Old
7
GSM1441845
110196_PBMC_28
NR
Old NR day28
D28
Old
28
GSM1441846
110198_PBMC_0
NR
Old NR day7
D0
Old
0
GSM1441847
110198_PBMC_2
NR
Old NR day2
D2
Old
2
GSM1441848
110198_PBMC_7
NR
Old NR day7
D7
Old
7
GSM1441849
110198_PBMC_28
NR
Old NR day28
D28
Old
28
GSM1441850
110199_PBMC_0
NR
Old NR day7
D0
Old
0
GSM1441851
110199_PBMC_2
NR
Old NR day2
D2
Old
2
GSM1441852
110199_PBMC_7
NR
Old NR day7
D7
Old
7
GSM1441853
110199_PBMC_28
NR
Old NR day28
D28
Old
28
GSM1441854
110201_PBMC_0
R
Old R day0
D0
Old
0
GSM1441855
110201_PBMC_2
R
Old R day2
D2
Old
2
GSM1441856
110201_PBMC_7
R
Old R day7
D7
Old
7
GSM1441857
110201_PBMC_28
R
Old R day28
D28
Old
28
GSM1441858
110202_PBMC_0
NR
Frail NR day0
D0
Frail
0
GSM1441859
110202_PBMC_2
NR
Frail NR day2
D2
Frail
2
GSM1441860
110202_PBMC_7
NR
Frail NR day7
D7
Frail
7
GSM1441861
110202_PBMC_28
NR
Frail NR day28
D28
Frail
28
GSM1441862
110204_PBMC_0
R
Old R day0
D0
Old
0
GSM1441863
110204_PBMC_2
R
Old R day2
D2
Old
2
GSM1441864
110204_PBMC_7
R
Old R day7
D7
Old
7
GSM1441865
110204_PBMC_28
R
Old R day28
D28
Old
28
GSM1441866
110209_PBMC_0
NR
Old NR day7
D0
Old
0
GSM1441867
110209_PBMC_2
NR
Old NR day2
D2
Old
2
GSM1441868
110209_PBMC_7
NR
Old NR day7
D7
Old
7
GSM1441869
110209_PBMC_28
NR
Old NR day28
D28
Old
28
GSM1441870
110210_PBMC_0
NR
Frail NR day0
D0
Frail
0
GSM1441871
110210_PBMC_2
NR
Frail NR day2
D2
Frail
2
GSM1441872
110210_PBMC_7
NR
Frail NR day7
D7
Frail
7
GSM1441873
110210_PBMC_28
NR
Frail NR day28
D28
Frail
28
GSM1441874
110211_PBMC_0
R
Old R day0
D0
Old
0
GSM1441875
110211_PBMC_2
R
Old R day2
D2
Old
2
GSM1441876
110211_PBMC_7
R
Old R day7
D7
Old
7
GSM1441877
110211_PBMC_28
R
Old R day28
D28
Old
28
GSM1441878
110214_PBMC_0
NR
Old NR day7
D0
Old
0
GSM1441879
110214_PBMC_2
NR
Old NR day2
D2
Old
2
GSM1441880
110214_PBMC_7
NR
Old NR day7
D7
Old
7
GSM1441881
110214_PBMC_28
NR
Old NR day28
D28
Old
28
GSM1441882
110215_PBMC_0
NR
Old NR day7
D0
Old
0
GSM1441883
110215_PBMC_2
NR
Old NR day2
D2
Old
2
GSM1441884
110215_PBMC_7
NR
Old NR day7
D7
Old
7
GSM1441885
110215_PBMC_28
NR
Old NR day28
D28
Old
28
GSM1441886
110216_PBMC_0
R
Old R day0
D0
Old
0
GSM1441887
110216_PBMC_2
R
Old R day2
D2
Old
2
GSM1441888
110216_PBMC_7
R
Old R day7
D7
Old
7
GSM1441889
110216_PBMC_28
R
Old R day28
D28
Old
28
GSM1441890
110243_PBMC_0
NR
Young NR day0
D0
Young
0
GSM1441891
110243_PBMC_2
NR
Young NR day2
D2
Young
2
GSM1441892
110243_PBMC_7
NR
Young NR day7
D7
Young
7
GSM1441893
110243_PBMC_28
NR
Young NR day28
D28
Young
28
GSM1441894
110244_PBMC_0
R
Young R day0
D0
Young
0
GSM1441895
110244_PBMC_2
R
Young R day2
D2
Young
2
GSM1441896
110244_PBMC_7
R
Young R day7
D7
Young
7
GSM1441897
110244_PBMC_28
R
Young R day28
D28
Young
28
GSM1441898
110248_PBMC_0
NR
Young NR day0
D0
Young
0
GSM1441899
110248_PBMC_2
NR
Young NR day2
D2
Young
2
GSM1441900
110248_PBMC_7
NR
Young NR day7
D7
Young
7
GSM1441901
110248_PBMC_28
NR
Young NR day28
D28
Young
28
GSM1441902
110250_PBMC_0
NR
Young NR day0
D0
Young
0
GSM1441903
110250_PBMC_2
NR
Young NR day2
D2
Young
2
GSM1441904
110250_PBMC_7
NR
Young NR day7
D7
Young
7
GSM1441905
110250_PBMC_28
NR
Young NR day28
D28
Young
28
GSM1441906
110255_PBMC_0
R
Young R day0
D0
Young
0
GSM1441907
110255_PBMC_2
R
Young R day2
D2
Young
2
GSM1441908
110255_PBMC_7
R
Young R day7
D7
Young
7
GSM1441909
110255_PBMC_28
R
Young R day28
D28
Young
28
GSM1441910
110256_PBMC_0
R
Young R day0
D0
Young
0
GSM1441911
110256_PBMC_2
R
Young R day2
D2
Young
2
GSM1441912
110256_PBMC_7
R
Young R day7
D7
Young
7
GSM1441913
110256_PBMC_28
R
Young R day28
D28
Young
28
GSM1441914
110257_PBMC_0
R
Young R day0
D0
Young
0
GSM1441915
110257_PBMC_2
R
Young R day2
D2
Young
2
GSM1441916
110257_PBMC_7
R
Young R day7
D7
Young
7
GSM1441917
110257_PBMC_28
R
Young R day28
D28
Young
28
GSM1441918
110258_PBMC_0
NR
Young NR day0
D0
Young
0
GSM1441919
110258_PBMC_2
NR
Young NR day2
D2
Young
2
GSM1441920
110258_PBMC_7
NR
Young NR day7
D7
Young
7
GSM1441921
110258_PBMC_28
NR
Young NR day28
D28
Young
28
GSM1441922
110260_PBMC_0
NR
Young NR day0
D0
Young
0
GSM1441923
110260_PBMC_2
NR
Young NR day2
D2
Young
2
GSM1441924
110260_PBMC_7
NR
Young NR day7
D7
Young
7
GSM1441925
110260_PBMC_28
NR
Young NR day28
D28
Young
28
GSM1441926
110264_PBMC_0
NR
Old NR day7
D0
Old
0
GSM1441927
110264_PBMC_2
NR
Old NR day2
D2
Old
2
GSM1441928
110264_PBMC_7
NR
Old NR day7
D7
Old
7
GSM1441929
110264_PBMC_28
NR
Old NR day28
D28
Old
28
GSM1441930
110265_PBMC_0
R
Young R day0
D0
Young
0
GSM1441931
110265_PBMC_2
R
Young R day2
D2
Young
2
GSM1441932
110265_PBMC_7
R
Young R day7
D7
Young
7
GSM1441933
110265_PBMC_28
R
Young R day28
D28
Young
28
GSM1441934
110267_PBMC_0
R
Young R day0
D0
Young
0
GSM1441935
110267_PBMC_2
R
Young R day2
D2
Young
2
GSM1441936
110267_PBMC_7
R
Young R day7
D7
Young
7
GSM1441937
110267_PBMC_28
R
Young R day28
D28
Young
28
GSM1441938
110268_PBMC_0
R
Young R day0
D0
Young
0
GSM1441939
110268_PBMC_2
R
Young R day2
D2
Young
2
GSM1441940
110268_PBMC_7
R
Young R day7
D7
Young
7
GSM1441941
110268_PBMC_24
R
Young R day28
D28
Young
24
GSM1441942
110270_PBMC_0
NR
Young NR day0
D0
Young
0
GSM1441943
110270_PBMC_2
NR
Young NR day2
D2
Young
2
GSM1441944
110270_PBMC_7
NR
Young NR day7
D7
Young
7
GSM1441945
110270_PBMC_32
NR
Young NR day28
D28
Young
32
GSM1441946
110271_PBMC_0
NR
Young NR day0
D0
Young
0
GSM1441947
110271_PBMC_2
NR
Young NR day2
D2
Young
2
GSM1441948
110271_PBMC_7
NR
Young NR day7
D7
Young
7
GSM1441949
110271_PBMC_28
NR
Young NR day28
D28
Young
28
GSM1441950
110272_PBMC_0
R
Young R day0
D0
Young
0
GSM1441951
110272_PBMC_2
R
Young R day2
D2
Young
2
GSM1441952
110272_PBMC_7
R
Young R day7
D7
Young
7
GSM1441953
110272_PBMC_28
R
Young R day28
D28
Young
28
GSM1441954
110277_PBMC_0
BadR
Old-BadR-D0
D0
Old
0
GSM1441955
110277_PBMC_2
BadR
Old-BadR-D2
D2
Old
2
GSM1441956
110277_PBMC_7
BadR
Old-BadR-D7
D7
Old
7
GSM1441957
110277_PBMC_28
BadR
Old-BadR-D28
D28
Old
28
GSM1441958
110278_PBMC_0
NR
Frail NR day0
D0
Frail
0
GSM1441959
110278_PBMC_4
NR
Frail NR day2
D2
Frail
4
GSM1441960
110278_PBMC_7
NR
Frail NR day7
D7
Frail
7
GSM1441961
110278_PBMC_28
NR
Frail NR day28
D28
Frail
28
GSM1441962
110279_PBMC_0
NR
Frail NR day0
D0
Frail
0
GSM1441963
110279_PBMC_4
NR
Frail NR day2
D2
Frail
4
GSM1441964
110279_PBMC_7
NR
Frail NR day7
D7
Frail
7
GSM1441965
110279_PBMC_28
NR
Frail NR day28
D28
Frail
28
GSM1441966
110281_PBMC_0
NR
Frail NR day0
D0
Frail
0
GSM1441967
110281_PBMC_4
NR
Frail NR day2
D2
Frail
4
GSM1441968
110281_PBMC_7
NR
Frail NR day7
D7
Frail
7
GSM1441969
110281_PBMC_28
NR
Frail NR day28
D28
Frail
28
GSM1441970
110282_PBMC_0
NR
Old NR day7
D0
Old
0
GSM1441971
110282_PBMC_4
NR
Old NR day2
D2
Old
4
GSM1441972
110282_PBMC_7
NR
Old NR day7
D7
Old
7
GSM1441973
110282_PBMC_28
NR
Old NR day28
D28
Old
28
GSM1441974
110283_PBMC_0
R
Old R day0
D0
Old
0
GSM1441975
110283_PBMC_4
R
Old R day2
D2
Old
4
GSM1441976
110283_PBMC_7
R
Old R day7
D7
Old
7
GSM1441977
110283_PBMC_28
R
Old R day28
D28
Old
28
GSM1441978
110285_PBMC_0
NR
Old NR day7
D0
Old
0
GSM1441979
110285_PBMC_4
NR
Old NR day2
D2
Old
4
GSM1441980
110285_PBMC_7
NR
Old NR day7
D7
Old
7
GSM1441981
110285_PBMC_28
NR
Old NR day28
D28
Old
28
GSM1441982
110286_PBMC_0
NR
Old NR day7
D0
Old
0
GSM1441983
110286_PBMC_4
NR
Old NR day2
D2
Old
4
GSM1441984
110286_PBMC_7
NR
Old NR day7
D7
Old
7
GSM1441985
110286_PBMC_28
NR
Old NR day28
D28
Old
28

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