Literature DB >> 19657370

Retroviral vector integration in post-transplant hematopoiesis in mice conditioned with either submyeloablative or ablative irradiation.

M A Sadat1, S Dirscherl, L Sastry, J Dantzer, N Pech, S Griffin, T Hawkins, Y Zhao, C N Barese, S Cross, A Orazi, C An, W S Goebel, M C Yoder, X Li, M Grez, K Cornetta, S D Mooney, M C Dinauer.   

Abstract

X-linked chronic granulomatous disease (X-CGD) is an inherited immunodeficiency with absent phagocyte NADPH-oxidase activity caused by defects in the gene-encoding gp91(phox). Here, we evaluated strategies for less intensive conditioning for gene therapy of genetic blood disorders without selective advantage for gene correction, such as might be used in a human X-CGD protocol. We compared submyeloablative with ablative irradiation as conditioning in murine X-CGD, examining engraftment, oxidase activity and vector integration in mice transplanted with marrow transduced with a gamma-retroviral vector for gp91(phox) expression. The frequency of oxidase-positive neutrophils in the donor population was unexpectedly higher in many 300 cGy-conditioned mice compared with lethally irradiated recipients, as was the fraction of vector-marked donor secondary CFU-S12. Vector integration sites in marrow, spleen and secondary CFU-S12 DNA from primary recipients were enriched for cancer-associated genes, including Evi1, and integrations in or near cancer-associated genes were more frequent in marrow and secondary CFU-S12 from 300 cGy-conditioned mice compared with fully ablated mice. These findings support the concept that vector integration can confer a selection bias, and suggest that the intensity of the conditioning regimen may further influence the effects of vector integration on clonal selection in post-transplant engraftment and hematopoiesis.

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Year:  2009        PMID: 19657370      PMCID: PMC2795029          DOI: 10.1038/gt.2009.96

Source DB:  PubMed          Journal:  Gene Ther        ISSN: 0969-7128            Impact factor:   5.250


Introduction

Inherited diseases of the hematopoietic system can be treated with autologous hematopoietic stem cells (HSCs) genetically modified with gamma-retroviral vectors. Encouraging results have accrued in recent clinical trials of gene therapy for X-linked Severe Combined Immune Deficiency (SCID),1,2 adenosine-deaminase-deficient SCID,3 and chronic granulomatous disease, an inherited defect in microbial killing.4 However, it is now recognized that vector integration can disrupt cellular gene function, including activating effects mediated by potent viral enhancers in gamma-retroviral long-terminal repeats (LTRs). Moreover, five patients in X-linked SCID trials developed T cell leukemia in association with vector insertion near the LMO2-proto-oncogene in four of the cases.5–8 Although leukemogenesis in X-SCID is likely influenced by additional disease-specific factors,9,10 data emerging from clinical trials as well as murine and non-human primate transplant models suggest that integrations near proto-oncogenes can lead to nonmalignant clonal expansion due to enhanced "cell fitness".4,11–16 With acquisition of additional mutations over time, these integrations may be a risk factor for malignant progression.7,8,17 Hence, there is intense interest in further characterizing the impact of vector integration on hematopoiesis following gene transfer.9,18 Chronic granulomatous disease (CGD) is an inherited disorder of innate immunity in which phagocytic leukocytes are unable to generate microbicidal oxidants due to mutations in any one of four genes that encode essential subunits of the phagocyte NADPH oxidase.19 Approximately two-thirds of CGD results from defects in the X-linked gene encoding gp91, a subunit of flavocytochrome b558 and the redox center of the oxidase. CGD is a candidate disease for treatment using genetically modified HSCs,19 and in murine models of X-linked and p47-deficient CGD, gamma-retroviral-mediated gene transfer into HSC can correct neutrophil NADPH oxidase activity and improve the defects in host defense.19–21 Since there is no intrinsic selection for gene-corrected cells in CGD, the development of regimens that permit sufficient levels of engraftment yet decrease the intensity of pre-transplant conditioning is also under investigation. Submyeloablative doses of irradiation or chemotherapy are effective at enabling long-term engraftment of transduced HSC in murine CGD, even though higher donor cell doses are needed and engraftment occurs in a more competitive host environment compared to fully ablated marrow.22–25 A recent clinical trial in two adult X-CGD patients incorporated partially ablative busulfan conditioning prior to the infusion of autologous CD34+ cells transduced with the SF71gp91 gamma-retroviral vector for expression of human gp91.4 A bicistronic version, which is derived from the Spleen Focus Forming Virus (SFFV), showed high and relatively sustained expression of gp91 following transplantation of transduced cells in ablated X-CGD mice.26 In the clinical trial, high initial levels of oxidase-positive peripheral blood neutrophils (12–31%) were seen in the first five months, along with resolution of chronic infections. This was followed by an unexpected further increase in the fraction of gene-corrected neutrophils, although not associated with an increase in total neutrophil numbers. Analysis of vector integration sites revealed sequential expansion of myeloid clones harboring activating insertions in three growth-promoting genes, MDS1/EVI1, PRDM16, and SETBP1. Both patients subsequently developed myelodysplasia with Monosomy 7. (M. Grez, personal communication) In the current study, we sought to compare submyeloablative with ablative irradiation as conditioning prior to transplantation of SF71gp91-transduced marrow in murine X-CGD. We examined long-term engraftment, correction of peripheral blood neutrophil NADPH oxidase activity , and, because of an unexpectedly high frequency of oxidase-positive neutrophils in some recipients, vector integration sites. We also conducted serial transplants and monitored for clonal hematopoiesis and the development of leukemia. We report for the first time that the intensity of host conditioning impacts on subsequent behavior of hematopoietic clones following gammaretroviral transduction, transplantation, and engraftment, which may be related to a competitive advantage associated with vector integration.

Materials and Methods

Retroviral transduction and sex-mismatched transplantation of X-CGD murine BM

Two independent experiments were performed using 6 – 10 week old X-CGD male donors and 8 – 10-week-old X-CGD female recipients. Bone marrow harvested from mice treated three days previously with 5-fluorouracil was transduced with ecotropic envelope-packaged SF71gp91 4 (Fig. 1A), and injected intravenously into paired cohorts of X-CGD mice as shown in Fig. 1B (for further details, see previous studies21,26,27 and Supplemental Materials and Methods). One cohort was conditioned with 300 cGy and transplanted with 8 × 106 or 5 × 106 cells per recipient in the first and second experiments, respectively. The cohort was transplanted with 2 × 106 cells per recipient following lethal irradiation using a split dose of 1100 cGy in the first experiment or single dose of 950 cGy in the second experiment (Fig. 1B). Neutrophil NADPH oxidase activity, peripheral blood (PB) counts and differential, and donor chimerism using FISH for the Y chromosome were monitored post-transplant as described.23 Recipients were followed for ≥ 6 months, except for 4 primary recipients (2 in each conditioning group) sacrificed at 5 months in the first experiment. For serial transplants, BM was injected intravenously (2 × 106 cells per mouse) into 3 – 5 X-CGD female recipients irradiated with 1100 cGy given as a split dose. In the first experiment, BM from individual mice was transplanted into multiple secondary recipients, whereas in the second experiment, marrow was pooled from 4 to 5 mice in the same cohort for secondary transplantation. Most tertiary transplants used pooled BM. Necroscopy was performed on all mice, with gross examination of visceral organs, spleen weight, and histology of spleen and BM (liver and thymus, if indicated). Ill mice and/or mice with an abnormal PB counts had marrow, spleen, and thymus immunostained for CD3, B220, MPO, lysozyme and CAF. Animal experiments were approved by the IUSM Institutional Animal Care and Use Committee.
Fig. 1

Experimental design

(a) Schematic diagram of SF71gp91, along with restriction sites used for analysis of vector integration. (b) Marrow was harvested from 5-FU treated male X-CGD mice and transduced with SF71gp91 prior to transplantation into female X-CGD mice conditioned with either submyeloablative (300 cGy) or lethal (1100 cGy) irradiation. See Materials and Methods for details of subsequent analyses, which included CFU-S12 and serial transplantation.

Southern blot analysis

Southern blot analysis of genomic DNA from spleen, secondary CFU-S12, and non-adherent nucleated BM cells, which are 70 – 80% neutrophils, was performed similar to as described.21,27 DNA was digested with Bgl II to analyze provirus marking or with BamHI to generate junctional fragments (Fig. 1A). Southern blots were probed with a random-primed cDNA from human gp91 21 or a 460 bp PCR-amplified product of SRY, a Y chromosome gene. Genomic DNA from C57Bl/6J male mice served as template for primers Sry-8353 (5’-CGTGGTGAGAGGCACAAGTTG-3’) and Sry-8812 (5’-GTGGTGGTGGTGGTCATA-3’).

Ligation-mediated (LM)-PCR and insertion site analysis

Approximately 250 ng genomic DNA was used as a template for LM-PCR, performed using Tsp5091-digested DNA as described.11,28,29 For further details, see Supplemental Materials and Methods. Retroviral-genomic junction sequences were submitted to SeqMap, a web-based tool for mapping retroviral integration sites (RIS).30 RIS were initially identified by mapping to the UCSC (mm6 assembly) and Ensembl (version38.35) genome databases. RefSeq transcripts within 300 kb of the BLAT31 hit were identified and ranked by distance to the transcription start site using the Mouse Genome Informatics (MGI) identifier for each transcript. Nearby gene assignments were then checked by hand to ensure correct annotation. Annotations for cancer-associated genes (CAG) were determined using the Retroviral Tagged Cancer Genome Database (RTCGD)32 for common insertion sites (CIS) and the Sanger Institute Human Cancer Gene Census Database.33 Significance for CAG enrichment was calculated using the hypergeometric distribution as performed with the phyper function in the R statistical analysis platform (http://www.gnome.org/projects/gnumeric/doc/gnumeric-R.PHYPER.shtml). Sequences in a transcriptome stem cell database (SCDb) 34 were mapped to mouse Refseq using BLAST, with an E-value threshold set to E-50, and compared to recovered RIS using the hypergeometric distribution, as above. Functional analysis of genes located near RIS was performed by identifying over-represented Gene Ontology (GO)35 terms in a data set relative to the annotation set of the entire genome by the MGI Mouse-Genome-Database (revision 1.40). Significantly over-represented terms were found by applying the hypergeometric distribution to all terms annotated to genes in the group. The probability of a GO term X being annotated to a gene in the group is found by: Where k is the number of genes in the cluster annotated with X, N is the number of annotated genes in MGI, m is the number of genes in MGI annotated with X, and n is the number of annotated genes in the group. GO terms were only considered if they were assigned to more than two genes in the group (n > 2). To calculate a p-value for over-representation of a term, we find this probability for annotation of k or more genes in the group: Significant differences in GO term representation between two sets of genes were analyzed using an unpaired, one-tailed Student’s T test.

Additional Statistical Analysis

The Student's T test and the Mann-Whitney non-parametric test were performed using Instat 3 for the MacIntosh (GraphPad Software, La Jolla, CA).

Website URLs

USCS-Genome-Browser, http://genome.ucsc.edu. ENSEMBL-database, http://www.ensembl.org.Mouse Retrovirus Tagged Cancer Gene Database, http://rtcgd.ncifcrf.gov (accessed September 2007). Sanger Institute Human Cancer Gene Census Database, http://www.sanger.ac.uk/genetics/CGP/Census (accessed February 2007). National Center for Biotechnology Information. BLAST: Basic Local Alignment Search Tool, http://www.ncbi.nlm.nih.gov/BLAST. Gene Ontology Consortium, http://www.geneontology.org (accessed December 2008). Mouse Genome Informatics Database, http://www.informatics.jax.org.

Results

Donor chimerism and expression of gp91 following transplantation of SF71gp91-transduced marrow into 300 cGy and 950–1100 cGy-conditioned X-CGD mice

SF71gp91-transduced BM from male X-CGD mice was infused into paired cohorts of female X-CGD mice receiving either 300 cGy or 950–1100 cGy (Fig. 1), and as is typical in submyeloablative regimens, 2.5 – 4-fold more cells were transplanted in the 300 cGy group in order to achieve donor chimerism of ≈50% in the recipients.23 Two independent experiments were performed, with primary recipients generally followed for at least 6 months, and up to 14 months, prior to sacrifice and additional studies. A total of 24 primary, 40 secondary, and 46 tertiary recipients were studied (Table 1).
Table 1

Primary, secondary and tertiary transplant mice1

Murine X-CGDRecipientsConditioning RegimenTotal
300 cGy1100 cGy

Primary141024
Secondary202040
Tertiary262046
Total6050110

The number of mice transplanted in each group is shown.

Chimerism for male donor leukocytes in primary recipients conditioned with 300 cGy was similar in Experiments I and II, and was 49 ± 21% and 47.5 ± 11% two months after transplant and 63 ± 13% and 58 ± 8 % by 4–5 months post transplant, respectively (N = 4 –8 at each time point). These levels are in agreement with results in 300 cGy-conditioned mice transplanted with a similar number of BM cells transduced with an MSCV-based retroviral vector.23 In contrast, high dose irradiation (≥ 800 cGy) in mouse transplant models for gene therapy produces donor chimerism of over 90%,36 which we confirmed in a previous study.23 Expression of human gp91 and murine p22 in X-CGD neutrophils following SF71gp91 gene transfer was approximately half of that found in human neutrophils (Fig. S1A). Superoxide production, when corrected in proportion to the fraction of oxidase-positive cells, was comparable to wild type murine neutrophils (Fig. S1B). This level of reconstitution is similar to that reported using a bicistronic SFFV vector expressing gp91 and NGFR.26 As X-CGD neutrophils otherwise lack NADPH oxidase activity, reconstitution of superoxide production was used to monitor for expression of vector-derived gp91 (Fig. 2). While donor chimerism in the recipients was similar (see above), there were different levels of oxidase-positive neutrophils between the two experiments, likely representing subtle differences in the transduction or transplant; we have observed similar variability previously.21–24,26,27 Fluctuation in the level of vector-expressing cells over time was also seen in some animals, particularly in Experiment I. Again, this has been observed in previous studies.21–24,26,27 and likely represents cycling of different hematopoietic clones.
Fig. 2

NADPH oxidase activity in peripheral blood neutrophils in primary recipients following transplantation with SF71gp91-transduced marrow

Peripheral blood was sampled at the indicated times following transplantation of SF71gp91-transduced marrow into X-CGD mice conditioned with either 300 cGy or 950 – 1100 cGy irradiation. The percentage of neutrophils with NADPH oxidase activity was determined using the DHR 123 assay. Graphs show results for individual mice studied in two independent experiments in the upper and lower panels, respectively.

In the 950–1100 cGy cohort, the fraction of oxidase-positive neutrophils was 41 ± 11% and 18 ± 5% in mice studied at 5 – 6 months in the first and second experiments, respectively. For the 300 cGy cohort, 60 ± 14% and 14 ± 9 % of neutrophils were oxidase positive at 5–6 months. As neutrophils in the 950–1100 cGy cohort are expected to be almost all donor-derived,23,36 the percentage of NADPH oxidase-positive neutrophils in this group directly reflects the frequency of vector-transduced donor cells expressing gp91. In the 300 cGy cohort, even though only ≈ 60% of neutrophils were of donor origin, the percentage of oxidase-positive neutrophils was often similar to or higher than the lethally irradiated cohort (Fig. 2). This indicates that the frequency of vector-expressing neutrophils within the donor cell population in these instances was higher than for animals receiving lethal irradiation. These unexpected results suggested a potential selective advantage for repopulation with gene-modified cells in the setting of submyeloablative irradiation.

Vector marking of CFU-S12 derived from long-term primary recipients

Since reconstitution of NADPH oxidase activity reflects only transcriptionally active vector, we evaluated vector marking by Southern blot. BM obtained from primary recipients at 8 – 11 months post-transplant was infused into lethally irradiated recipients to generate secondary CFU-S12. Individual CFU-S12 represent a clonal population of multipotential myeloid cells that are derived from long term repopulating cells by 6 months post-transplant,37 and vector marking of secondary CFU-S12 is a well-established method to assess gene transfer efficiency in primitive hematopoietic progenitors.38 In most animals, the percentage of donor-derived neutrophils that were oxidase-positive was considerably less than CFU-S12 vector marking (Fig. 3a), consistent with silencing of some integrants. This result also suggests that the decline in oxidase-positive neutrophils observed in some mice at late time points (Fig. 2) was due to vector silencing rather than a decrease in vector-marked hematopoietic cells.
Fig. 3

Vector integration in donor-derived secondary CFU-S12 from long-term primary transplants

Primary recipients were studied at ≥ 8 months post-transplant. Combined data from Experiment I and II is shown. A4, A11, C2 and C4 mice were from the first experiment and the remainder from the second experiment. Genomic DNA was isolated from individual CFU-S12, digested with either BglII or BamHI or to identify proviral integration and junctional fragments, respectively, and analyzed by Southern blot for presence of integrated vector, and, for CFU-S12 from the 300 cGy-conditioned cohort, for Y-chromosome-specific Sry sequences. A total of 94 male CFU-S12 from seven primary recipients conditioned with 300 cGy and 69 CFU-S12 from six primary recipients conditioned with lethal irradiation were analyzed. Black bars indicate results from 950–1100 cGy cohort and gray bars indicate results for the 300 cGy cohort. (a) Percentage of vector-marked male CFU-S12 (filled bars) from individual primary recipients. Also shown is the percentage of male neutrophils in the peripheral blood that are NADPH oxidase-positive, an indicator of vector gp91 expression. The fraction of oxidase-positive neutrophils was determined by the DHR-123 assay and the fraction that were male was calculated based on donor chimerism. (b) Each bar represents the mean ± SD of the percentage of vector-marked male CFU-S12 for mice from each conditioning group, as indicated. N = 6–7 primary recipients per group. *P < 0.05. (c). Vector copy number, as determined by junctional fragment number, in individual secondary CFU-S12 from 1100 cGy- and 300 cGy-conditioned recipient mice. For recipients conditioned with lethal irradiation, there were 14 independent clones out of 27 vector-positive CFU-S12 analyzed for junctional fragments, with a mean copy number per CFU-S12 of 1.29 ± 0.27. In 300 cGy-conditioned recipients, there were 22 independent clones out of 55 vector-positive CFU-S12 analyzed for junctional fragments, with a mean copy number of 1.82 ±1.05 (p = 0.18 compared to the 1100 cGy cohort; Mann-Whitney non-parametric test).

Interestingly, a consistently higher fraction of vector-marked donor CFU-S12 were recovered from 300 cGy-conditioned animals compared with the lethally irradiated cohort (Fig. 3a). In aggregate, 67 ± 12% of male secondary CFU-S12 present in the marrow of 300 cGy-conditioned recipients were vector-positive, compared to only 36 ± 20% of CFU-S12 from lethally irradiated mice (Fig. 3b). This almost two-fold difference was statistically significant (p < 0.02; unpaired T test), suggesting that engraftment of SF71gp91-positive long-term repopulating cells was favored in the submyeloablated cohort. The number of vector integrants in individual secondary CFU-S12 was determined by junctional fragment analysis (Fig. 3c). For mice conditioned with lethal irradiation or with 300 cGy, the mean number of integrants per CFU-S12 was 1.29 ± 0.27 and 1.82 ± 1.05, respectively (p = 0.18; Mann-Whitney nonparametric test). Thus, the increased frequency of vector-positive CFU-S12 in the 300 cGy cohort does not appear to be secondary to differences in the number of integrants per CFU-S12.

Serial transplantation

For both sublethally and lethally irradiated primary recipients, we performed secondary and tertiary transplants into lethally irradiated recipients. The level of donor chimerism was monitored in recipients of marrow derived from 300 cGy-conditioned mice, and was generally maintained, with 68.2 ± 18.9% (N =18), and 55.7 ± 29.9% (N =26) male leukocytes detected in secondary and tertiary recipients, respectively. The percentages of NADPH oxidase-positive neutrophils (data not shown) were also generally similar to the primary recipient donors. We saw no evidence of a systematic decline in the frequency of NADPH-oxidase-positive neutrophils with serial transplantation, as previously observed in studies using other gamma-retroviral vectors for expression of gp91. 21,26,27 Mice were monitored for hematologic malignancies and no abnormalities found in primary and secondary transplant recipients (data not shown). However, 4 of 46 tertiary transplant recipients developed T cell leukemia/lymphoma associated with splenic and/or thymic enlargement (Table S1). One mouse expired before adequate samples could be obtained, and two animals had malignant cells that appeared to be of host origin (Fig. S2 and data not shown). However, leukemic spleen DNA was vector positive in a tertiary recipient transplanted with cells derived from mouse A4 (300 cGy group in the first experiment), (Fig. S2). Insertion site analysis from this animal is described below. The fate of animal A16 (300 cGy cohort, Experiment II) was of interest given the increasing percentage of NADPH oxidase-positive neutrophils in the primary recipient (Fig. 2). However, there was no histologic evidence of leukemic transformation in this animal, or in secondary and tertiary recipients.

Retroviral integration sites in primary recipients of SF71gp91-transduced marrow

Retroviral integration sites (RIS) in sublethally vs lethally irradiated recipients were compared using ligation-mediated PCR (LM-PCR).29 In contrast to previous studies that utilized only spleen as the source of DNA for RIS analysis, we also evaluated non-adherent bone marrow cells and secondary CFU-S12 as sources enriched for myeloid progenitors. Sequences of LM-PCR amplified products were analyzed to identify genes within 300 kb of the integration site (Table 2; Table S2). Identification of RIS relative to the number of bands on LM-PCR was 58 ± 14% and 78 ± 21% for the 300 cGy and lethally irradiated cohort, respectively. For the CFU-S12 samples, 65 – 72% of the junctional fragments were recovered and mapped. These compare favorably to published recovery rates.11,12 RIS clustered within +/− 5kb of the transcription start sites (TSS) and within RefSeq genes (Fig. S3; Table 2, consistent with previous studies of gamma-retrovirus integration.11,12,39–41
Table 2

Retroviral insertion sites in recipients of SF71gp91phox-transduced marrow

950–1100 cGy300 cGy

Total(%)BMBM/SpleenSpleenTotal(%)BMBM/SpleenSpleen
Primary Transplants1
Total mappable sites7121143696291453
Mappable sites with no nearby genes46%11200%000
Insertions in Refseq Genes2637%96113233%9320
Insertions in Refseq Genes + 10kbp24056%148184244%11526
Insertions near TSSs (+/− 5kbp)1724%7552122%5412
Closest gene is cancer-associated1115%3262324%779
Secondary CFU-S123
Total mappable sites14N/AN/AN/A26N/AN/AN/A
Mappable sites with no nearby genes17%00%
Insertions in Refseq Genes429%415%
Insertions in Refseq Genes + 10kbp750%831%
Insertions near TSSs (+/− 5kbp)429%415%
Closest gene is cancer-associated17%1038%
Secondary and Tertiary Transplants4
Total mappable sites2179560172419
Insertions in Refseq Genes629%2312948%9128
Insertions in Refseq Genes + 10kbp943%2524372%141711
Insertions near TSSs (+/− 5kbp)524%1222033%7103
Closest gene is cancer-associated419%220712%232

Numbers reflect unique sites, which in some cases were identified in more than one animal.

Spleen and bone marrow DNA were analyzed in 8 animals in the 950–1100 cGy group and from 11 animals in the 300 cGy group; only spleen DNA was available from 1 animal in the latter group.

including 10-kbp surrounding area

CFU-S12 were analyzed from 6 primary recipients in the 950–1100 cGy group and 7 primary recipients in the 300 cGy group.

spleen and marrow DNA were analyzed from 16 mice in the 950–1100 cGy cohort (8 secondary, 8 tertiary) and 31 mice in the 300 cGy cohort (13 secondary, 18 tertiary).

In both 300 cGy and 950–1100 cGy cohorts, approximately half of RIS were found only in spleen, ≈ one-third found only in marrow, and the remaining detected in both marrow and spleen (Fig. 4a). Interestingly, the mean number of insertion sites recovered from marrow and spleen of each primary recipient was ≈ 9 for both cohorts (Table 2), although donor chimerism in 300 cGy-recipients was approximately 60% and vector copy number in secondary CFU-S12 was similar in both irradiation groups. This result parallels the increased frequency of vector-marked donor CFU-S12 in the 300 cGy-conditioned cohort. We also identified a relatively greater number and diversity of insertion sites in secondary CFU-S12 from the 300 cGy cohort compared to the 950 –1100 cGy group (Table 2; Table S3).
Fig. 4

Distribution of retroviral integration sites and their association with cancer associated genes

(a) Percentage of unique RIS as distributed among different hematopoietic tissues analyzed from primary recipients conditioned with either 950 – 1100 cGy (left) or 300 cGy (right), as indicated; the actual number of insertion sites identified is also shown. (b, c) The percentage of cancer-associated genes associated with unique RIS were calculated for primary recipients conditioned with either 950 – 1100 cGy or 300 cGy, as indicated by the black and gray bars, respectively, and also shown as distributed in specific hematopoietic tissues (b) and for those recovered from secondary CFU-S12 (c). ‡ p = 0.061; * p = 0.08; ** p ≤ 0.02.

Retroviral integration sites from primary recipients favor genes associated with cancer, especially in 300 cGy-irradiated recipients

We determined the percentage of RIS that were in or near cancer-associated genes (CAG), which represent 1.5% of genes in the murine genome (543 listed CAG genes/ 35,603 total genes), in mice receiving submyeloablative or ablative irradiation. CAG included genes listed as Common Insertion Sites (CIS) in the Retrovirus Tagged Cancer Gene (RTCGD) database32 and/or in the Human Cancer Gene Census.33 Previous studies found that gamma-retrovirus integration sites in transduced murine40 or human42 primitive hematopoietic cells were enriched for proto-oncogenes, accounting for ≈ 8% of insertion sites identified, suggesting a bias occurs even prior to transplantation. Integration near proto-oncogenes can also be associated with a selective advantage in post-transplant hematopoiesis.9,18 A recent study using gamma-retroviral vectors reported that 15% of RIS from lethally irradiated primary recipients involved CAG.12 In the current study, 11/71 (15%) of RIS from lethally irradiated recipient mice were similarly associated with CAG (Table 2, Table 3). However, in the 300 cGy cohort, 24% (23/96) of insertions involved CAG (Table 2, Table 3), suggesting an even greater bias in this group (p = 0.061 compared to lethally irradiated recipients; Fig. 4b).
Table 3

Integrations identified in primary recipients of SF71gp91phox-transduced marrow that are in or near cancer-associated genes

Mouse IDGeneSiteProtein FunctionPosition from TSSOrientationMouseChromosomeHumanChromosomeAccessionNumber

300 cGy
A11Elmo1CFU-S12Rac GEFupstream (2653)Same137p14.1NM_080288
Evi1Spleen/BM/CFU-S12Transcriptionupstream (119137)Inverse33q24-q28NM_007963
Prdm16CFU-S12Transcriptionupstream (105492)Same41p36.23-p33NM_027504
A41Evi1Spleen/BM/CFU-S12Transcriptionupstream (109351)Inverse33q24-q28NM_007963
Gse1SpleenUnknownupstream (137710)Same816q24.1NM_198671
A62Usp3Spleen**Ubiquitin peptidaseupstream (23334)Inverse915q22.3NM_144937
A111Prdm16SpleenTranscriptionintron 1 (50858)Inverse41p36.23-p33 NM_027504
A121Gse1BMUnknownupstream (152466)Same816q24.1NM_198671
Prkcbp1BM/CFU-S12Unknownintron 2 (25132)Same220q13.12NM_027230
A131AB041803Spleen/BM/CFU-S12Unknowndownstream (92581)Same6NM_144555
Ccr1CFU-S12Chemokine receptordownstream (11830)Same93p21NM_009912
Evi1CFU-S12Transcriptionupstream (121275inverse33q24-q28NM_007963
MafkSpleenTranscriptionintron 1 (1593)Same57p22.3NM_010757
A141B4galt5CFU-S12Galactosyltransferaseupstream (30927Inverse220q13.1-q13.2NM_019835
Rreb1BMTranscriptionupstream (73827)Same13NM_026830
Usp3Spleen/BMUbiquitin peptidaseupstream (22186)Inverse915q22.3NM_144937
Zfp217BMTranscriptionintron 1 (853)Inverse220q13.2NM_001033299
A15Chd9BMTranscriptionintron 1 (4284)Inverse816q12.2NM_177224
Evi1BMTranscriptionupstream (106963)Inverse33q24-q28NM_007963
Sept9BMGTP bindingupstream (89216Inverse1117q25NM_017380
A161Ela1SpleenElastasedownstream (14444)Inverse1512q13NM_033612
Evi1Spleen/BM/CFU-S12Transcriptionupstream (106963)Inverse33q24-q28NM_007963
A17Arid1aSpleenTranscriptionupstream (62600)Same41p35.3NM_001080819
Ly6eSpleenReceptorupstream (35122)Inverse158q24.3NM_008529
A184930474N05RikSpleenUnknowndownstream (225302)Inverse14NM_175008
Chek2SpleenKinasedownstream (138690)Same522q12.1NM_016681
Rgs3Spleen/BMG-protein signalingdownstream (187630)Inverse49q32NM_001081650
Wasf2BMActin bindingupstream (39937)Same41p36.11-p34.3NM_153423
Mouse IDGeneSiteProtein FunctionPosition from TSSOrientationMouseChromosomeHumanChromosomeAccessionNumber

950–1100 cGy

C21Arhgap4BMRho GAPupstream (3597)SameXXq28NM_138630
DymSpleenUnknownintron 13 (165749)Inverse1818q12-q21.1NM_027727
KdrSpleenReceptordownstream (124315)Same54q11-q12NM_010612
C41Gse1BM/CFU-S12Unknownupstream (118913)Same816q24.1NM_198671
C5ErgSpleenTranscriptionintron 2 (~ 86200)Same1621q22.3NM_133659
Evi1SpleenTranscriptionupstream (15259)Same33q24-q28NM_007963
Lmo2Spleen/BMTranscriptionintron 1 (646)Inverse211p13NM_008505
C111Gse1Spleen/BMUnknownupstream (123223)Inverse816q24.1NM_198671
C121Ikzf1BMTranscriptionintron 1 (3388)Inverse117p13-p11.1NM_001025597
MplSpleenReceptorupstream (7494)Inverse41p34NM_010823
C141Zfp36SpleenTranscriptionupstream (478Same719q13.1NM_011756

CFU-S12 analysis done

No marrow available

We next performed a subset analysis. As shown in Fig. 4b and Table 2, 8/30 (27%) of RIS identified only in BM and 6/14 (45%) recovered from both BM and spleen from 300 cGy-conditioned mice involved CAG, compared to 3/21 and 2/15, respectively, in lethally irradiated mice (p = 0.08 and p = 0.015). A strong enrichment for CAG (p ≤ 0.02) was also seen in secondary CFU-S12 from mice conditioned with submyeloablative irradiation (Fig. 4c). Only 1 of 14 insertions identified in secondary CFU-S12 from lethally irradiated mice involved a CAG, compared to 10 of 26 (38%) in secondary CFU-S12 from the 300 cGy cohort, which included 5 that were only detected in CFU-S12 and not in BM or spleen (Table 3). Since we analyzed secondary CFU-S12 at 8 –11 months post-transplant, these results suggest that the content of long-term repopulating cells harboring vector in or near CAGs is enriched in recipients conditioned with submyeloablative irradiation compared to high dose irradiation.

Hot spots for SF71gp91 integration in murine X-CGD gene therapy model

A total of 15 insertions involved 5 genes for which similarly located but independent RIS were identified in two or more primary recipients (Table 4). All of these recurrent insertion sites or "hot spots" are also Common Insertion Sites in the murine RTCGD, and 12 of the 15 were from the 300 cGy cohort. One hot spot was Evi1, with four of the five independent insertions recovered from 300 cGy-conditioned mice. This included a site identified in two primary recipients from Experiment 2, one of which exhibited an increasing frequency of NADPH oxidase-positive neutrophils post-transplant (mouse A16, Fig. 2); the majority of secondary CFU-S12 from this animal were also positive for the Evi1 insertion. Hematopoiesis in a second mouse (A4) also appeared to be dominated by an Evi1-positive clone that additionally harbored an insertion in BC057627 (also known as Zc3h4), a poorly characterized protein with a zinc finger domain, as this clone accounted for 11/12 vector-positive secondary CFU-S12.
Table 4

Genes associated with more than one independent retroviral insertion

Nearest geneMouse IDBm/Spleen/CFU-SPosition from TSS1Orientation
Bcl9lA11Spleen2113Inverse
Bcl9lA18Spleen9774Same
Evi1A1Spleen/BM/CFU-S119137Inverse
Evi1A4Spleen/BM/CFU-S109351Inverse
Evi1A13CFU-S121275Inverse
Evi1A152BM106963Inverse
Evi1A162Spleen/BM/CFU-S106963Inverse
Evi1C5Spleen15259Same
Gse1A4Spleen137710Same
Gse1A12BM152466Same
Gse1C4BM/CFU-S118913Same
Gse1C11Spleen/BM123223Inverse
Prdm16A1CFU-S105492Same
Prdm16A11Spleen50858Inverse
Usp3A63Spleen23332Inverse
Usp3A14Spleen/BM22186Inverse

All insertions 5' to TSS except Prdm16 insertion in A11, which is in intron 1

Same insertion site

Marrow not available

Overlap with Stem Cell Database and Ontology Analysis of SF71gp91 integration sites

Previous studies found that RIS recovered from hematopoietic cells following gamma-retrovirus transduction are enriched for genes expressed in primitive hematopoietic cells.12,42 We confirmed this observation, finding that 67% of RIS from primary recipients are present in an HSC transcriptome database34 compared to 45% of genes in the MGI database (p =2.6E-09). There was no significant difference for this enrichment in the 300 cGy and 950–1100 cGy-irradiated recipients. RIS-associated genes were also functionally classified using GO criteria. Integration-associated genes in both the 950–1100 cGy- and 300 cGy-treated cohorts are enriched for functional terms related to transcription (Fig. S4a), as observed in several previous studies.12,42 Other annotations showed trends for over-representation in one but not the other cohort (Fig. S4b–d), including terms for phosphorylation and protein modification in RIS recovered from 300 cGy mice.

Retroviral integration sites in serially transplanted mice

The number of RIS in serial transplant recipients decreased from an average of 8 – 9 in marrow and/or spleen DNA of primary animals to 2 to 4 RIS per animal (Table S4). This suggests a decrease in hematopoietically active clones with serial transplantation, as previously reported.11 Also as previously observed,11 there was disappearance of RIS and appearance of new ones, with only 16 of 171 RIS detected in primary recipients present among the 81 RIS identified in recipients of serial transplantation. CAG-associated RIS not found in primary recipients were seen in serial transplants both from the 950–1100 cohort (2 of 21 RIS) and the 300 cGy cohort (5 of 60 RIS). RIS shared in primary and serial transplants included two Evi1 insertions and one Gse1 insertion. For tertiary recipients, approximately half of RIS were also identified in the secondary recipients. We did not note a further enrichment upon serial transplantation for RIS involving genes associated with cancer, although detection of an increase in the 950–1100 cGy cohort may have been limited by the number of RIS recovered (Table 2). Analysis of GO annotations show a general trend for enrichment of genes related to transcription, similar to that found in the combined tissue data in primary transplants (Fig. S5). In the tertiary recipient that developed vector-positive leukemia/lymphoma (Fig. S2), RIS were identified in or near Bloc1s3, Madd, Rab38 and Chysy1 (Table S4), none of which are cancer-associated genes. Although a clone with a pair of insertions involving Evi1/MDS1 and Bc057627 was prominent in hematopoiesis in the primary recipient (mouse A4, 300 cGy cohort), secondary and tertiary recipients with these insertions appeared healthy and had normal peripheral counts and spleen size.

Discussion

This study was designed to evaluate the outcome of HSC gene therapy in X-CGD mice conditioned with either 300 cGy or ablative irradiation prior to transplantation with SF71gp91-transduced marrow. Both regimens were effective in achieving long term expression of gp91, confirming previous studies on the efficacy of reduced intensity conditioning regimens for gene therapy of murine X-CGD. 22–25 We also observed the occurrence of higher than expected frequencies of oxidase-positive neutrophils in 300 cGy-conditioned recipients, which we had not seen in submyeloablative conditioning studies using an MSCV-based vector.22–25 Thus, we also compared vector marking and integration sites between the two conditioning regimens, finding differences that suggest that the intensity of irradiation conditioning can influence selection for vector-containing donor cells in post-transplant engraftment and hematopoiesis. This novel finding may have important implications for approaches used to achieve engraftment of genetically corrected human HSC in clinical trials. For integration site analysis, we chose LM-PCR rather than the more sensitive linear amplification-mediated PCR (LAM-PCR) in order to recover sites that were relatively abundant in the population. There are several points regarding the approach taken in our and similar studies. First, not all RIS are equally recoverable, due to intrinsic limitations in the LM-PCR assay41 and to sequence-dependent differences in cloning efficiency and sequence amplification. Second, hematopoiesis in the murine transplant model is oligoclonal43 and active clones vary over time. For example, serial studies of secondary CFU-S12 find 3 – 9 independent clones present at any one time, with new clones emerging every few months while others disappear.44,45 Third, previous studies in the mouse have largely focused on analysis of spleen,11,12,40 which is predominantly lymphoid cells. While we evaluated spleen, we additionally analyzed non-adherent BM, which are primarily neutrophils and myeloid progenitor cells. Furthermore, our analysis of secondary CFU-S12 allowed for characterization of integrations in clonal populations of primitive multipotential myeloid cells. We saw both similarities and important differences in SF71gp91 RIS recovered from primary recipients conditioned with either 300 cGy or 950 –1110 cGy. Similarities include 1) the relative distribution of unique sites identified in spleen, marrow, or both; 2) the percentage of insertions near the TSS and in or near RefSeq genes; 3) vector copy number in secondary CFU-S12; 4) an increased frequency of integrations in or near cancer-associated genes relative to their occurrence in the genome; and 5) a similar enrichment for genes present in an HSC transcriptome database and an over-representation of certain gene ontology categories, most notably terms associated with transcription. We observed three notable differences between the two conditioning cohorts. First, almost twice as many donor CFU-S12 were vector-positive in 300 cGy-conditioned mice. Second, there was a significantly higher frequency of RIS associated with cancer-associated genes in marrow and in multipotential myeloid cells (CFU-S12) from mice conditioned with 300 cGy compared to lethally irradiated mice. Third, the majority of insertions seen in more than one primary recipient, most notably Evi1, were found in the 300 cGy -conditioned cohort. Although we did not track peripheral blood insertion sites in this study, we speculate that the increased fraction of oxidase-positive neutrophils in many 300 cGy-conditioned recipients relative to the 950–1100 cGy cohort also reflects these differences. In aggregate, our results confirm previous studies in mice, non-human primates, and clinical trials, showing that gamma-retroviral integration sites within engrafted HSCs represent a biased population.4,9,11–15,18 Additionally, our results suggest for the first time that the transplant conditioning regimen may further bias this trend. In partially ablated recipients, where the marrow is a more "competitive" environment for repopulation,25,46 insertions with potential activating effects on proliferation and/or survival may confer an advantage for successful HSC engraftment. Although vector insertion near a CAG may also promote clonal expansion of progenitor cells, it is noteworthy that the relatively greater enrichment in 300 cGy-conditioned mice compared to 950–1100 cGy is present in samples obtained at more than 6 months post-transplant, suggesting that these insertions conferred an advantage at the time of HSC engraftment. It seems unlikely that the 2.5- to 4-fold higher cell dose used for transplantation of 300 cGy recipients can account for the increased frequency of vector marking and the relatively greater fraction of integration sites associated with cancer genes. HSC represent ≈ 0.01% of mouse BM cells47 and transplantation of 2 × 106 transduced cells corresponds to transplantation of approximately 200 HSC. While the precise number of HSC after gene transfer is hard to estimate, as 5-FU treatment will enrich for HSC in marrow progenitors while ex vivo transduction can decrease their number, the number of HSC infused in our model appears to be considerable, given the number of clones actively contributing to hematopoiesis post-transplant. Moreover, HSC do not appear to be limiting as new clones continue to emerge after serial transplantation. Most importantly, the 2.5- to 4-fold fold increase in cell dose administered to the 300 cGy group may explain the relatively greater diversity of integration sites in this cohort, but it would not be predicted to alter the rate of gene transfer into the population. Therefore, the higher cell dose would not account for the higher frequency of vector-positive donor cells and of integration sites involving cancer-associated genes. The small degree of overlap of RIS in serial transplants with those in primary recipients suggests that reconstitution of hematopoiesis involved activation of previously dormant vector-containing HSC. Unlike prior studies,11,12 we did not detect a further enrichment upon serial transplantation for RIS involving genes associated with cancer (Table 2) or signal transduction (Fig. S3). Approximately 10% of the RIS identified in our study are present in a database of 280 RIS identified in primary and secondary recipient mice in these studies,12 which also used SFFV-based vectors. These differences between laboratories may reflect differences in vectors or experimental conditions. Despite the occurrence of 15% or more of vector insertions in or near cancer-associated genes, the incidence of leukemia/lymphoma was low in our study, even in serial transplants, a procedure that can promote vector insertion-related leukemic progression.28. Only 4 malignant cases were identified, all in tertiary recipient mice; leukemic tissue was vector-positive in one case whereas two appeared to be host-derived. This is consistent with observations indicating that vector-induced leukemia is uncommon in the time frame of the mouse transplant model unless there are multiple insertions.28,48 It is difficult to compare the overall incidence of leukemia with other murine gene therapy studies, due to differences in retroviral vector backbones, transduction protocols, conditioning regimens and mouse strains. The incidence has varied significantly from study to study, and is further confounded by a variable incidence of vector-negative leukemia which has been reported to be as high as 6 out of 40 primary recipients in one study.49 This variability has been speculated to reflect effects of irradiation along with possible activation of endogenous retroviruses (see 49). In the current study, 5 of 184 independent provirus insertions in primary recipients occurred in or near Evi1 and two mice (A16 and A4) had evidence of expansion or dominance of an Evi1-positive clone. Insertions in Evi1 are often over-represented in gamma-retrovirus-mediated gene transfer studies of murine hematopoietic cells either in vitro 50,51 or post-transplantation.11,12 Insertions in EVI1 or the adjacent MDS1 were also enriched in a non-human primate gene therapy study, accounting for 14 of 702 vector integration sites.13 Although MDS-EVI1 activation has been implicated as a cooperating event in murine and human myeloid leukemias,52 we did not observe leukemia in either primary or serial transplant recipients harboring Evi1 insertions. The SF71gp91 vector in this study was also used in a recent clinical trial, where two patients exhibited myeloid expansion of clones with activating insertions involving MDS/EVI1, PRDM16 and SETBP1 that accounted for more than 50% of granulopoiesis.4 Both patients subsequently developed MDS with Monosomy 7, involving a MDS/EVI1-insertion positive clone.(M. Grez, personal communication) RIS recovered in our mouse transplant model using this vector were clearly more diverse, and domination of myelopoiesis with clones harboring integrations involving Evi1 was uncommon. The differences between these findings and the clinical trial could be related to many factors, including differences in the transduced cell population, the conditioning regimen and murine vs primate hematopoiesis, illustrating the challenges and limitations in predicting potential outcomes in the clinical setting using the murine model. Finally, additional studies are required to determine if the findings noted with the SF71gp91 vector are applicable to other gamma-retroviral vectors or to self-inactivating lentiviral vectors, where insertions in or near cancer-associated genes appear to be much less frequent.9 Of note, in our previous studies using nonmyeloablative conditioning in combination with an MSCV-based vector,22–24 we did not observe an increased fraction of oxidase-corrected neutrophils in sub-myeloablated cohorts relative to recipients receiving high dose radiation, suggesting that the potent enhancer in SF71gp914 perhaps contributed to the biases seen in the current study. In summary, our data confirm that certain integrations in HSCs and their progeny are over represented in long-term primary transplant recipients, and further suggest that this bias may be influenced by the marrow environment at the time of transplantation. Our data highlights the importance of modeling all aspects of a transplant approach in the murine system, as reduced intensity conditioning of a host for transplantation would have been predicted to result in less morbidity to the host, when in fact, in the context of gene replacement therapy in HSC, a potential deleterious effect was noted. The analysis of vector integration sites in the setting of partial ablation may thus be a useful approach to augment other assays aimed at examining the potential for vector-induced alterations in hematopoiesis.
  51 in total

1.  Clonal dominance of hematopoietic stem cells triggered by retroviral gene marking.

Authors:  Olga Kustikova; Boris Fehse; Ute Modlich; Min Yang; Jochen Düllmann; Kenji Kamino; Nils von Neuhoff; Brigitte Schlegelberger; Zhixiong Li; Christopher Baum
Journal:  Science       Date:  2005-05-20       Impact factor: 47.728

2.  Recurrent retroviral vector integration at the Mds1/Evi1 locus in nonhuman primate hematopoietic cells.

Authors:  Boris Calmels; Cole Ferguson; Mikko O Laukkanen; Rima Adler; Marion Faulhaber; Hyeoung-Joon Kim; Stephanie Sellers; Peiman Hematti; Manfred Schmidt; Christof von Kalle; Keiko Akagi; Robert E Donahue; Cynthia E Dunbar
Journal:  Blood       Date:  2005-06-02       Impact factor: 22.113

3.  Acute myeloid leukemia is associated with retroviral gene transfer to hematopoietic progenitor cells in a rhesus macaque.

Authors:  Ruth Seggewiss; Stefania Pittaluga; Rima L Adler; F Javier Guenaga; Cole Ferguson; Ingo H Pilz; Byoung Ryu; Brian P Sorrentino; W Scott Young; Robert E Donahue; Christof von Kalle; Arthur W Nienhuis; Cynthia E Dunbar
Journal:  Blood       Date:  2006-01-26       Impact factor: 22.113

4.  Gene therapy of X-linked severe combined immunodeficiency by use of a pseudotyped gammaretroviral vector.

Authors:  H Bobby Gaspar; Kathryn L Parsley; Steven Howe; Doug King; Kimberly C Gilmour; Joanna Sinclair; Gaby Brouns; Manfred Schmidt; Christof Von Kalle; Torben Barington; Marianne A Jakobsen; Hans O Christensen; Abdulaziz Al Ghonaium; Harry N White; John L Smith; Roland J Levinsky; Robin R Ali; Christine Kinnon; Adrian J Thrasher
Journal:  Lancet       Date:  2004 Dec 18-31       Impact factor: 79.321

Review 5.  Genotoxicity of retroviral integration in hematopoietic cells.

Authors:  Arthur W Nienhuis; Cynthia E Dunbar; Brian P Sorrentino
Journal:  Mol Ther       Date:  2006-04-19       Impact factor: 11.454

6.  Unique risk factors for insertional mutagenesis in a mouse model of XSCID gene therapy.

Authors:  Yan Shou; Zhijun Ma; Taihe Lu; Brian P Sorrentino
Journal:  Proc Natl Acad Sci U S A       Date:  2006-07-24       Impact factor: 11.205

7.  Gene therapy for immunodeficiency due to adenosine deaminase deficiency.

Authors:  Alessandro Aiuti; Federica Cattaneo; Stefania Galimberti; Ulrike Benninghoff; Barbara Cassani; Luciano Callegaro; Samantha Scaramuzza; Grazia Andolfi; Massimiliano Mirolo; Immacolata Brigida; Antonella Tabucchi; Filippo Carlucci; Martha Eibl; Memet Aker; Shimon Slavin; Hamoud Al-Mousa; Abdulaziz Al Ghonaium; Alina Ferster; Andrea Duppenthaler; Luigi Notarangelo; Uwe Wintergerst; Rebecca H Buckley; Marco Bregni; Sarah Marktel; Maria Grazia Valsecchi; Paolo Rossi; Fabio Ciceri; Roberto Miniero; Claudio Bordignon; Maria-Grazia Roncarolo
Journal:  N Engl J Med       Date:  2009-01-29       Impact factor: 91.245

8.  Correction of X-linked chronic granulomatous disease by gene therapy, augmented by insertional activation of MDS1-EVI1, PRDM16 or SETBP1.

Authors:  Marion G Ott; Manfred Schmidt; Kerstin Schwarzwaelder; Stefan Stein; Ulrich Siler; Ulrike Koehl; Hanno Glimm; Klaus Kühlcke; Andrea Schilz; Hana Kunkel; Sonja Naundorf; Andrea Brinkmann; Annette Deichmann; Marlene Fischer; Claudia Ball; Ingo Pilz; Cynthia Dunbar; Yang Du; Nancy A Jenkins; Neal G Copeland; Ursula Lüthi; Moustapha Hassan; Adrian J Thrasher; Dieter Hoelzer; Christof von Kalle; Reinhard Seger; Manuel Grez
Journal:  Nat Med       Date:  2006-04-02       Impact factor: 53.440

9.  Insertional mutagenesis identifies genes that promote the immortalization of primary bone marrow progenitor cells.

Authors:  Yang Du; Nancy A Jenkins; Neal G Copeland
Journal:  Blood       Date:  2005-08-18       Impact factor: 22.113

10.  Hematopoietic stem cell gene transfer in a tumor-prone mouse model uncovers low genotoxicity of lentiviral vector integration.

Authors:  Eugenio Montini; Daniela Cesana; Manfred Schmidt; Francesca Sanvito; Maurilio Ponzoni; Cynthia Bartholomae; Lucia Sergi Sergi; Fabrizio Benedicenti; Alessandro Ambrosi; Clelia Di Serio; Claudio Doglioni; Christof von Kalle; Luigi Naldini
Journal:  Nat Biotechnol       Date:  2006-05-28       Impact factor: 54.908

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  7 in total

1.  Quantitative stability of hematopoietic stem and progenitor cell clonal output in rhesus macaques receiving transplants.

Authors:  Samson J Koelle; Diego A Espinoza; Chuanfeng Wu; Jason Xu; Rong Lu; Brian Li; Robert E Donahue; Cynthia E Dunbar
Journal:  Blood       Date:  2017-01-13       Impact factor: 22.113

Review 2.  Hematopoietic stem cell gene therapy:assessing the relevance of preclinical models.

Authors:  Andre Larochelle; Cynthia E Dunbar
Journal:  Semin Hematol       Date:  2013-04       Impact factor: 3.851

Review 3.  Gene therapy of chronic granulomatous disease: the engraftment dilemma.

Authors:  Manuel Grez; Janine Reichenbach; Joachim Schwäble; Reinhard Seger; Mary C Dinauer; Adrian J Thrasher
Journal:  Mol Ther       Date:  2010-11-02       Impact factor: 11.454

4.  Gene therapy/bone marrow transplantation in ADA-deficient mice: roles of enzyme-replacement therapy and cytoreduction.

Authors:  Denise A Carbonaro; Xiangyang Jin; Xingchao Wang; Xiao-Jin Yu; Nora Rozengurt; Michael L Kaufman; Xiaoyan Wang; David Gjertson; Yang Zhou; Michael R Blackburn; Donald B Kohn
Journal:  Blood       Date:  2012-07-25       Impact factor: 22.113

5.  Transgenic sheep generated by lentiviral vectors: safety and integration analysis of surrogates and their offspring.

Authors:  Kenneth Cornetta; Kimberly Tessanne; Charles Long; Jing Yao; Carey Satterfield; Mark Westhusin
Journal:  Transgenic Res       Date:  2012-11-23       Impact factor: 2.788

6.  Identifying viral integration sites using SeqMap 2.0.

Authors:  Troy B Hawkins; Jessica Dantzer; Brandon Peters; Mary Dinauer; Keithanne Mockaitis; Sean Mooney; Kenneth Cornetta
Journal:  Bioinformatics       Date:  2011-01-17       Impact factor: 6.937

7.  BCL2A1a over-expression in murine hematopoietic stem and progenitor cells decreases apoptosis and results in hematopoietic transformation.

Authors:  Jean-Yves Métais; Thomas Winkler; Julia T Geyer; Rodrigo T Calado; Peter D Aplan; Michael A Eckhaus; Cynthia E Dunbar
Journal:  PLoS One       Date:  2012-10-30       Impact factor: 3.240

  7 in total

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