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Clinical

Gene expression before HAART initiation predicts HIV-infected individuals at risk of poor CD4+ T cell recovery - GSE19087

Purpose

Analysis of peripheral blood mononuclear cells (PBMCs) taken from 24 HIV-infected male participants before the start of highly active antiretroviral therapy (HAART).

Results identify biomarkers for the identification of HIV-infected participants that progress to good versus poor CD4+ T cell recovery after 48 weeks of HAART.

Hypothesis

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Experimental Design

This retrospective study evaluated PBMC gene expression in cells taken within 2 weeks before intitiation of HAART from 24 recently HIV-infected individuals to identify genes whose expression is predictive of CD4+ T cell recovery after 48 weeks of HAART.

Experimental Variables

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Controls

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Methods

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Additional Information

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Microarray
Illumina HumanWG-6 v3
24 Samples Loaded: 24
Human (Homo sapiens)
PBMC
HIV
Sample Set Spreadsheet
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Samples Preview
Sample ID Age !Sample_title sex batch cell count (baseline cd4+ t cell count, cells/ul)
GSM477695 31 years poor_recovery Male 1 463.00
GSM477696 36 years poor_recovery Male 1 449.00
GSM477697 39 years good_recovery Male 1 226.00
GSM477698 38 years good_recovery Male 1 310.50
GSM477699 52 years poor_recovery Male 1 388.00
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File
sampleset4000005_sampleannotations_edited.csv
Log2 Transformed
Raw Signal
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Sample ID Age !Sample Title Sex Batch Cell count (baseline cd4+ t cell count, cells/ul) Subsequent drug regimen Race Cell type Change in cell count (change in cd4+ t cell count, cells/ml) Final cell count (final week 48 cd4+ t cell count, cells/ul)
GSM477695
31 years
poor_recovery
Male
1
463.00
NNRTI
White
PBMC
128.50
591.50
GSM477696
36 years
poor_recovery
Male
1
449.00
NNRTI
White
PBMC
99.00
548.00
GSM477697
39 years
good_recovery
Male
1
226.00
NNRTI
American Indian
PBMC
245.00
471.00
GSM477698
38 years
good_recovery
Male
1
310.50
NNRTI
White
PBMC
352.50
663.00
GSM477699
52 years
poor_recovery
Male
1
388.00
NNRTI
White
PBMC
-68.00
320.00
GSM477700
42 years
poor_recovery
Male
1
413.67
NNRTI
White
PBMC
90.33
504.00
GSM477701
24 years
good_recovery
Male
1
232.00
NNRTI
African American
PBMC
756.00
988.00
GSM477702
38 years
good_recovery
Male
1
285.00
NNRTI
White
PBMC
279.00
564.00
GSM477703
28 years
good_recovery
Male
1
413.50
NNRTI
White
PBMC
362.50
776.00
GSM477704
33 years
poor_recovery
Male
1
282.67
NNRTI
Asian
PBMC
26.33
309.00
GSM477705
28 years
poor_recovery
Male
1
383.00
NNRTI
White
PBMC
51.00
434.00
GSM477706
19 years
good_recovery
Male
1
226.00
NNRTI
White
PBMC
328.00
471.00
GSM477707
29 years
poor_recovery
Male
2
404.57
PI
White
PBMC
47.43
452.00
GSM477708
50 years
poor_recovery
Male
2
425.33
PI
White
PBMC
45.47
470.80
GSM477709
58 years
poor_recovery
Male
2
454.33
PI
White
PBMC
184.33
638.67
GSM477710
50 years
poor_recovery
Male
2
414.33
PI
White
PBMC
124.67
539.00
GSM477711
33 years
good_recovery
Male
2
221.50
PI
White
PBMC
569.50
791.00
GSM477712
24 years
poor_recovery
Male
2
362.00
PI
American Indian
PBMC
114.00
476.00
GSM477713
39 years
good_recovery
Male
2
200.67
PI
White
PBMC
283.33
484.00
GSM477714
34 years
poor_recovery
Male
2
315.75
PI
African American
PBMC
118.25
434.00
GSM477715
40 years
good_recovery
Male
2
224.00
PI
Asian
PBMC
454.00
678.00
GSM477716
37 years
good_recovery
Male
2
210.00
PI
Asian
PBMC
292.00
502.00
GSM477717
54 years
good_recovery
Male
2
272.50
PI
White
PBMC
533.50
806.00
GSM477718
27 years
good_recovery
Male
2
398.00
PI
White
PBMC
680.00
1078.00

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