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Supplementary Figure 1 Supplementary Figure 1: Cryopreservation alters CD62L expression by CD4 T cells. Freshly isolated (left) or cryopreserved PBMCs (right) were stained with the mix of antibodies described in the cell sorting section. CCR7 and CD62L staining in CD4 T cells (top) and CD4+ CD45RA+ T cells are shown (bottom).

Supplementary Figure 2 Supplementary Figure 2: Proliferation of CD4+ T cell memory subsets to recall antigens. Sorted TSCM, TCM, TEM and TIM were stained with CFSE and cultured with a mix of recall antigens (PPD, TT, VZV, HSV, CMV) in the presence of autologous CD8-depleted PBMC for 5 days (see supplementary methods). CFSE dilution was analyzed by flow cytometry in each CD4+ memory T cell subset.

Supplementary Figure 3 Supplementary Figure 3: Purity of sorted memory CD4+ T cell subsets. Sorted memory CD4+ T cell subsets were analyzed for purity by flow cytometry. CD95 staining is shown for naive and TSCM subsets. CCR7 and CD62L staining is shown for TCM, TEM and TIM. Purity was higher than 99.9% for each sorted CD4+ memory T cell subset.

Supplementary Figure 4 Supplementary Figure 4: Virus production by memory CD4+ T cell subsets. Sorted resting memory CD4+ T cell subsets were activated as indicated in supplementary methods. HIV RNA was quantified in the supernatants by quantitative RT-PCR on day 21. The values are the mean ± SEM of values obtained in 7 patients.

Supplementary Figure 5 Supplementary Figure 5: During HIV infection the proportion of TSCM within the pool of memory CD4 T cells remains stable. The percentage of cells of each memory subset (TSCM, TCM, TEM and TIM) within the pool of memory CD4 T cells was determined in HIV-infected patients with undetectable plasma viral load on ART and with CD4 cell counts above 500/µL, who were tested for integrated virus (UND, n=38), as well as in ageand sex-matched viremic patients (VIR, n=18) and HIV-seronegative healthy donors (HD, n=20). The Kruskal-Wallis and Dunn tests were used for statistical analysis (** p < 0.01). Boxes represent the median and the 25 th and 75 th percentiles; whiskers represent the 10 th and 90 th percentiles.

Supplementary Figure 6 Supplementary Figure 6: Quantification of integrated HIV DNA. S6a shows the PCR curves [Fluorescence signal (expressed as log10 Rn) vs. PCR cycles] obtained after Alu-gag PCR amplification 10,11 of serial dilutions of the 8E5 cell line (ATCC) in PBMC from HIV-seronegative donors (from 2000 to 1 integrated copies per PCR). Rn (delta normalized reporter) = Rn of standards or samples minus Rn of 0PCR (PCR mix without DNA template). S6b shows ALU-gag PCR amplification of DNA from sorted memory CD4 T

cell subsets from a patient on prolonged HAART. In S6a and S6b, Rn of HIV negative DNA controls were below 0.01 at the different PCR cycles. The standard curve [Ct (threshold cycle) vs. log10 integrated HIV copies] generated from the standard PCR curves and used to quantify the number of integrated HIV DNA in memory T cells is also shown in S6a.

Supplementary Figure 7 Supplementary Figure 7: Presence of integrated HIV DNA in naive CD4 T cells in patients on prolonged ART. HIV integrated DNA was detected in in sorted naive CD4 T cells (CD45RA + CD45RO - CCR7 + CD62L + CD27 + CD95 - ) in 7 patients (18.4% of patients tested) (see supplementary Table 1 for the characteristics of patients).

Supplementary Figure 8 Fig. S8a Fig S8b Supplementary Figure 8: Distribution of parameters λ (Fig. S8a) and y0 (Fig. S8b) obtained by bootstrapping. is the value of the slope of decay (months -1 ) and y0 is the integrated HIV DNA copy number (per 10 5

cells) at the time of undetectable plasma virus following ART initiation. All values obtained by bootstrapping are negative. Positive values (- ) are shown in Fig.S8a. Means and 95% confidence intervals (min ; max) of - and y0 for each memory CD4 T cell subset are also indicated. (*) indicates that the slope of decay and y0 are significantly different between latently infected TSCM and the other latently infected memory CD4 + T cell subsets (p <0.05) (for statistical analysis, see the Monte Carlo section of Methods).

Supplementary Table 1 Patients Time on ART with undetectable plasma virus (< 40 copies /ml) (months) Blood CD4 T cell count at time sampling (cells / mm 3 ) Blood CD8 T cell count at time sampling (cells / mm 3 ) P1 24 613 1014 P2 26 1705 912 P3 33 582 811 P4 35 616 807 P5 41 843 695 P6 43 778 987 P7 43 1235 1329 P8 46 745 702 P9 47 871 1128 P10 49 763 1396 P11 51 1191 1256 P12 56 1104 741 P13 63 758 1307 P14 64 713 869 P15 65 566 619 P16 71 785 594 P17 72 897 989 P18 80 550 779 P19 85 954 560 P20 85 946 753 P21 86 725 1330 P22 94 667 738 P23 94 852 453 P24 96 613 506 P25 102 933 710 P26 105 1067 869 P27 109 714 666 P28 109 840 607 P29 112 888 656 P30 117 902 1156 P31 122 1048 974 P32 127 799 814 P33 131 626 632 P34 143 614 1046 P35 144 807 888 P36 163 759 884 P37 179 784 601 P38 189 1134 1308 P39 79 856 378 P40 93 740 832 P41 70 881 538 P42 34 788 1775 P43 137 854 182 P44 69 583 1017 P45 148 807 921 Supplementary Table 1: Characteristics of the study population. Integrated HIV DNA was quantified in 38 patients (P1-P38) and virus production assay was performed in 7 patients (P39-P45). The time on ART

with undetectable plasma virus, the CD4 and CD8 T cell counts in blood and the percentages of CD4 and CD8 T cells in blood at the time of sampling are indicated for each patient.

Supplementary Methods Proliferation assay: Sorted TSCM, TCM, TEM and TIM were stained with 0.5 µm CFSE (Invitrogen) and cultured in complete medium (RPMI with glutamax, antibiotics, pyruvate, 10% of human serum AB) with a mix of recall antigens [PPD (Statens Institut, 1 µg ml -1 ), TT (Statens Institut, 1/50), VZV, HSV (Tebu- Bio, each 1/50) and CMV (Virusys, 1/50)] for 5 days in the presence of autologous CD8-depleted PBMC (CD8 microbeads, Miltenyi). CFSE dilution was analyzed in each subset by flow cytometry. Virus production: Sorted resting memory CD4+ T cell subsets were obtained from patients on ART from 34 to 148 months. From 100,000 to 250, 000 sorted cells were preactivated with PHA (1 µg ml -1, Sigma-Aldrich) and IL- 2 (10 ng ml -1, R&D Systems) for 48 hours, then cultured for 21 days in the presence of PHA-activated allogenic CD8-depleted PBMC (CD8 microbeads, Miltenyi; ratio: 1/2.5). Half of the medium was removed three times a week and replaced by fresh medium containing IL-2. HIV RNA was quantified in the supernatants by quantitative RT-PCR (Cobas Amplicor HIV-1 Detector Kit, Roche Diagnostics, lower limit of quantitation: 20 copies per ml) on day 21. Latent HIV DNA Quantification: A first Alu-gag PCR was performed (Platinum Taq DNA Polymerase, Invitrogen) with the following primers (Eurofins MWG Operon): Alu forward primer, 5 - gcc TCC CAA ACT gct ggg ATT ACA g- 3 ; HIV gag reverse primer, 5 - gtt CCT gct ATg TCA CTT CC- 3.

The product of the first Alu-gag PCR was split into five 10-µL aliquots, and each aliquot was submitted to nested PCR (TaqMan Fast Advanced Master Mix, Applied Biosystems) by using the Step One Plus Real Time PCR System (Applied Biosystems). The following primers and probes were used: LTR forward primer, 5 - TTA AgC CTC AAT AAA gct TgC C- 3 ; LTR reverse primer, 5 - gtt Cgg gcg CCA CTg CTA ga- 3 ; LTR wild-type probe, 5 FAM- CCA gag TCA CAC AAC AgA Cgg gca CA-3 TAMRA; LTR degenerated probe 1, 5 FAM- CCA gag TCA CAT AAC AgA Cgg gca CA-3 TAMRA; LTR degenerated probe 2, 5 FAM- CCA gag TCA CAC AAC AgA Tgg gca CA-3 TAMRA (all from Eurofins MWG Operon). Kinetic PCR were analyzed by the means of Step One software v2.1 (Applied Biosystems). Quantification of GAPDH: Quantitative kinetic PCR was performed by using the following primers: Forward primer, 5 AAA CAg CCT TgC TTg CTT Cg 3; Reverse primer, 5 gac TTC CTC CAC CTg TCA GC 3 (Eurofins MWG Operon) and the SYBR Select Master Mix (Applied Biosystems). PCR was run on a Step One Plus Real Time PCR System (Applied Biosystems). An external scale was used to quantify GAPDH. Melting curve analysis of PCR products showed no primers dimers or non-specific PCR products that might interfere with quantitation.