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Assessing the Utility of a Genotype-Guided Tacrolimus Equation in African American Kidney Transplant Recipients: A Single Institution Retrospective Study

Obayemi, Joy E; Callans, Lauren; Nair, Nikhil; Gao, Hui; Gandla, Divya; Loza, Bao-Li; Gao, Sarah; Mohebnasab, Maedeh; Trofe-Clark, Jennifer; Jacobson, Pamala; Keating, Brendan
Tacrolimus metabolism is heavily influenced by the CYP3A5 genotype, which varies widely among African Americans (AA). We aimed to assess the performance of a published genotype-informed tacrolimus dosing model in an independent set of adult AA kidney transplant (KTx) recipients. CYP3A5 genotypes were obtained for all AA KTx recipients (n = 232) from 2010 to 2019 who met inclusion criteria at a single transplant center in Philadelphia, Pennsylvania, USA. Medical record data were used to calculate predicted tacrolimus clearance using the published AA KTx dosing equation and two modified iterations. Observed and model-predicted trough levels were compared at 3 days, 3 months, and 6 months post-transplant. The mean prediction error at day 3 post-transplant was 3.05 ng/mL, indicating that the model tended to overpredict the tacrolimus trough. This bias improved over time to 1.36 and 0.78 ng/mL at 3 and 6 months post-transplant, respectively. Mean absolute prediction error-a marker of model precision-improved with time to 2.33 ng/mL at 6 months. Limiting genotype data in the model decreased bias and improved precision. The bias and precision of the published model improved over time and were comparable to studies in previous cohorts. The overprediction observed by the published model may represent overfitting to the initial cohort, possibly limiting generalizability.
PMID: 38766706
ISSN: 1552-4604
CID: 5971562

Donor and recipient genetics: Implications for the development of posttransplant diabetes mellitus

Shaked, Oren; Loza, Bao-Li; Olthoff, Kim M; Reddy, Kuchikula Rajender; Keating, Brendan J; Testa, Giuliano; Asrani, Sumeet K; Shaked, Abraham
Posttransplant diabetes mellitus (PTDM) is a prevalent complication of liver transplantation and is associated with cardiometabolic complications. We studied the consequences of genetic effects of liver donors and recipients on PTDM outcomes, focusing on the diverse genetic pathways related to insulin that play a role in the development of PTDM. One thousand one hundred fifteen liver transplant recipients without a pretransplant diagnosis of type 2 diabetes mellitus (T2D) and their paired donors recruited from 2 transplant centers had polygenic risk scores (PRS) for T2D, insulin secretion, and insulin sensitivity calculated. Among recipients in the highest T2D-PRS quintile, donor T2D-PRS did not contribute significantly to PTDM. However, in recipients with the lowest T2D genetic risk, donor livers with the highest T2D-PRS contributed to the development of PTDM (OR [95% CI] = 3.79 [1.10-13.1], P = .035). Recipient risk was linked to factors associated with insulin secretion (OR [95% CI] = 0.85 [0.74-0.98], P = .02), while donor livers contributed to PTDM via gene pathways involved in insulin sensitivity (OR [95% CI] = 0.86 [0.75-0.99], P = .03). Recipient and donor PRS independently and collectively serve as predictors of PTDM onset. The genetically influenced biological pathways in recipients primarily pertain to insulin secretion, whereas the genetic makeup of donors exerts an influence on insulin sensitivity.
PMID: 38782187
ISSN: 1600-6143
CID: 5971552

Improving long-term kidney allograft survival by rethinking HLA compatibility: from molecular matching to non-HLA genes

Mattoo, Aprajita; Jaffe, Ian S; Keating, Brendan; Montgomery, Robert A; Mangiola, Massimo
Optimizing immunologic compatibility in organ transplantation extends beyond the conventional approach of Human Leukocyte Antigen (HLA) antigen matching, which exhibits significant limitations. A broader comprehension of the roles of classical and non-classical HLA genes in transplantation is imperative for enhancing long-term graft survival. High-resolution molecular HLA genotyping, despite its inherent challenges, has emerged as the cornerstone for precise patient-donor compatibility assessment. Leveraging understanding of eplet biology and indirect immune activation, eplet mismatch calculators and the PIRCHE-II algorithm surpass traditional methods in predicting allograft rejection. Understanding minor histocompatibility antigens may also present an opportunity to personalize the compatibility process. While the application of molecular matching in deceased donor organ allocation presents multiple technical, logistical, and conceptual barriers, rendering it premature for mainstream use, several other areas of donor-recipient matching and post-transplant management are ready to incorporate molecular matching. Provision of molecular mismatch scores to physicians during potential organ offer evaluations could potentially amplify long-term outcomes. The implementation of molecular matching in living organ donation and kidney paired exchange programs is similarly viable. This article will explore the current understanding of immunologic matching in transplantation and the potential applications of epitope and non-epitope molecular biology and genetics in clinical transplantation.
PMCID:11480002
PMID: 39415982
ISSN: 1664-8021
CID: 5718652

Integrative multi-omics profiling in human decedents receiving pig heart xenografts

Schmauch, Eloi; Piening, Brian; Mohebnasab, Maedeh; Xia, Bo; Zhu, Chenchen; Stern, Jeffrey; Zhang, Weimin; Dowdell, Alexa K; Kim, Jacqueline I; Andrijevic, David; Khalil, Karen; Jaffe, Ian S; Loza, Bao-Li; Gragert, Loren; Camellato, Brendan R; Oliveira, Michelli F; O'Brien, Darragh P; Chen, Han M; Weldon, Elaina; Gao, Hui; Gandla, Divya; Chang, Andrew; Bhatt, Riyana; Gao, Sarah; Lin, Xiangping; Reddy, Kriyana P; Kagermazova, Larisa; Habara, Alawi H; Widawsky, Sophie; Liang, Feng-Xia; Sall, Joseph; Loupy, Alexandre; Heguy, Adriana; Taylor, Sarah E B; Zhu, Yinan; Michael, Basil; Jiang, Lihua; Jian, Ruiqi; Chong, Anita S; Fairchild, Robert L; Linna-Kuosmanen, Suvi; Kaikkonen, Minna U; Tatapudi, Vasishta; Lorber, Marc; Ayares, David; Mangiola, Massimo; Narula, Navneet; Moazami, Nader; Pass, Harvey; Herati, Ramin S; Griesemer, Adam; Kellis, Manolis; Snyder, Michael P; Montgomery, Robert A; Boeke, Jef D; Keating, Brendan J
In a previous study, heart xenografts from 10-gene-edited pigs transplanted into two human decedents did not show evidence of acute-onset cellular- or antibody-mediated rejection. Here, to better understand the detailed molecular landscape following xenotransplantation, we carried out bulk and single-cell transcriptomics, lipidomics, proteomics and metabolomics on blood samples obtained from the transplanted decedents every 6 h, as well as histological and transcriptomic tissue profiling. We observed substantial early immune responses in peripheral blood mononuclear cells and xenograft tissue obtained from decedent 1 (male), associated with downstream T cell and natural killer cell activity. Longitudinal analyses indicated the presence of ischemia reperfusion injury, exacerbated by inadequate immunosuppression of T cells, consistent with previous findings of perioperative cardiac xenograft dysfunction in pig-to-nonhuman primate studies. Moreover, at 42 h after transplantation, substantial alterations in cellular metabolism and liver-damage pathways occurred, correlating with profound organ-wide physiological dysfunction. By contrast, relatively minor changes in RNA, protein, lipid and metabolism profiles were observed in decedent 2 (female) as compared to decedent 1. Overall, these multi-omics analyses delineate distinct responses to cardiac xenotransplantation in the two human decedents and reveal new insights into early molecular and immune responses after xenotransplantation. These findings may aid in the development of targeted therapeutic approaches to limit ischemia reperfusion injury-related phenotypes and improve outcomes.
PMID: 38760586
ISSN: 1546-170x
CID: 5654102

Cellular dynamics in pig-to-human kidney xenotransplantation

Pan, Wanqing; Zhang, Weimin; Zheng, Binghan; Camellato, Brendan R; Stern, Jeffrey; Lin, Ziyan; Khodadadi-Jamayran, Alireza; Kim, Jacqueline; Sommer, Philip; Khalil, Karen; Weldon, Elaina; Bai, Jiangshan; Zhu, Yinan; Meyn, Peter; Heguy, Adriana; Mangiola, Massimo; Griesemer, Adam; Keating, Brendan J; Montgomery, Robert A; Xia, Bo; Boeke, Jef D
BACKGROUND:Xenotransplantation of genetically engineered porcine organs has the potential to address the challenge of organ donor shortage. Two cases of porcine-to-human kidney xenotransplantation were performed, yet the physiological effects on the xenografts and the recipients' immune responses remain largely uncharacterized. METHODS:We performed single-cell RNA sequencing (scRNA-seq) and longitudinal RNA-seq analyses of the porcine kidneys to dissect xenotransplantation-associated cellular dynamics and xenograft-recipient interactions. We additionally performed longitudinal scRNA-seq of the peripheral blood mononuclear cells (PBMCs) to detect recipient immune responses across time. FINDINGS/RESULTS:Although no hyperacute rejection signals were detected, scRNA-seq analyses of the xenografts found evidence of endothelial cell and immune response activation, indicating early signs of antibody-mediated rejection. Tracing the cells' species origin, we found human immune cell infiltration in both xenografts. Human transcripts in the longitudinal bulk RNA-seq revealed that human immune cell infiltration and the activation of interferon-gamma-induced chemokine expression occurred by 12 and 48 h post-xenotransplantation, respectively. Concordantly, longitudinal scRNA-seq of PBMCs also revealed two phases of the recipients' immune responses at 12 and 48-53 h. Lastly, we observed global expression signatures of xenotransplantation-associated kidney tissue damage in the xenografts. Surprisingly, we detected a rapid increase of proliferative cells in both xenografts, indicating the activation of the porcine tissue repair program. CONCLUSIONS:Longitudinal and single-cell transcriptomic analyses of porcine kidneys and the recipient's PBMCs revealed time-resolved cellular dynamics of xenograft-recipient interactions during xenotransplantation. These cues can be leveraged for designing gene edits and immunosuppression regimens to optimize xenotransplantation outcomes. FUNDING/BACKGROUND:This work was supported by NIH RM1HG009491 and DP5OD033430.
PMID: 38776915
ISSN: 2666-6340
CID: 5654702

Family-base rare variant association analysis in Saudi Arabian hydrocephalus subjects using whole exome sequencing

Ammar, Ahmed; Bubshait, Dalal K; Al Ojan, Abdulrazaq; Alshari, Shuroq A; Cyrus, Cyril; Alanazi, Rawan; Al Ghamdi, Mohammed A; Keating, Brendan J; Al-Anazi, Abdulrahman; Al Qahtani, Noorah H; Al-Ali, Amein K
BACKGROUND:Hydrocephalus is a highly heterogeneous multifactorial disease that arises from genetic and environmental factors. Familial genetic studies of hydrocephalus have elucidated four robustly associated hydrocephalus associated loci. This study aims to identify potential genetic causation in cases of hydrocephalus, with or without spina bifida and Dandy Walker Syndrome (DWS), using family-based rare variant association analysis of whole exome sequencing. METHODS:We performed whole exome sequencing in 143 individuals across 48 families where at least one offspring was affected with hydrocephalus (N.=27), with hydrocephalus with spina bifida (N.=21) and with DWS (N.=3), using Illumina HiSeq 2500 instrument. RESULTS:No pathogenic or putative pathogenic single-nucleotide variants were evident in the four known hydrocephalus loci in our subjects. However, after examining 73 known hydrocephalus genes previously identified from literature, we identified three potentially impactful variants from the cohort. Using a gene panel comprising variants in known neural tube defects loci, we identified a total of 1024 potentially deleterious variants, of which 797 were missense variants and 191 were frameshift variants, 36 were stop gain/loss variants. A small portion of our family pedigree analyses yielded putative genetic signals which may be responsible for hydrocephaly elated phenotypes, however the low diagnostic yield may be due to lack of capture of genetic variants in the exonic regions i.e. structural variants may only be evident from whole genome sequencing. CONCLUSIONS:We identified three potentially impactful variants from our cohort in 73 known hydrocephalus genes previously identified in literature.
PMID: 37158713
ISSN: 1827-1855
CID: 5479012

Gut microbiota analyses of inflammatory bowel diseases from a representative Saudi population

Alsulaiman, Raed M; Al-Quorain, Abdulaziz A; Al-Muhanna, Fahad A; Piotrowski, Stanley; Kurdi, Ezzeddin A; Vatte, Chittibabu; Alquorain, Ahmed A; Alfaraj, Noorah H; Alrezuk, Abdulaziz M; Robinson, Fred; Dowdell, Alexa K; Alamri, Turki A; Hamilton, Lauren; Lad, Hetal; Gao, Hui; Gandla, Divya; Keating, Brendan J; Meng, Ryan; Piening, Brian; Al-Ali, Amein K
BACKGROUND:Crohn's diseases and ulcerative colitis, both of which are chronic immune-mediated disorders of the gastrointestinal tract are major contributors to the overarching Inflammatory bowel diseases. It has become increasingly evident that the pathological processes of IBDs results from interactions between genetic and environmental factors, which can skew immune responses against normal intestinal flora. METHODS:The aim of this study is to assess and analyze the taxa diversity and relative abundances in CD and UC in the Saudi population. We utilized a sequencing strategy that targets all variable regions in the 16 S rRNA gene using the Swift Amplicon 16 S rRNA Panel on Illumina NovaSeq 6000. RESULTS:The composition of stool 16 S rRNA was analyzed from 219 patients with inflammatory bowel disease and from 124 healthy controls. We quantified the abundance of microbial communities to examine any significant differences between subpopulations of samples. At the genus level, two genera in particular, Veillonella and Lachnoclostridium showed significant association with CD versus controls. There were significant differences between subjects with CD versus UC, with the top differential genera spanning Akkermansia, Harryflintia, Maegamonas and Phascolarctobacterium. Furthermore, statistically significant taxa diversity in microbiome composition was observed within the UC and CD groups. CONCLUSIONS:In conclusion we have shown that there are significant differences in gut microbiota between UC, CD and controls in a Saudi Arabian inflammatory bowel disease cohort. This reinforces the need for further studies in large populations that are ethnically and geographically diverse. In addition, our results show the potential to develop classifiers that may have add additional richness of context to clinical diagnosis of UC and CD with larger inflammatory bowel disease cohorts.
PMCID:10375692
PMID: 37507685
ISSN: 1471-230x
CID: 5971542

Uncovering myocardial infarction genetic signatures using GWAS exploration in Saudi and European cohorts

Al-Ali, Amein K; Al-Rubaish, Abdullah M; Alali, Rudaynah A; Almansori, Mohammed S; Al-Jumaan, Mohammed A; Alshehri, Abdullah M; Al-Madan, Mohammed S; Vatte, ChittiBabu; Cherlin, Tess; Young, Sylvia; Verma, Shefali S; Morahan, Grant; Koeleman, Bobby P C; Keating, Brendan J
Genome-wide association studies (GWAS) have yielded significant insights into the genetic architecture of myocardial infarction (MI), although studies in non-European populations are still lacking. Saudi Arabian cohorts offer an opportunity to discover novel genetic variants impacting disease risk due to a high rate of consanguinity. Genome-wide genotyping (GWG), imputation and GWAS followed by meta-analysis were performed based on two independent Saudi Arabian studies comprising 3950 MI patients and 2324 non-MI controls. Meta-analyses were then performed with these two Saudi MI studies and the CardioGRAMplusC4D and UK BioBank GWAS as controls. Meta-analyses of the two Saudi MI studies resulted in 17 SNPs with genome-wide significance. Meta-analyses of all 4 studies revealed 66 loci with genome-wide significance levels of p < 5 × 10-8. All of these variants, except rs2764203, have previously been reported as MI-associated loci or to have high linkage disequilibrium with known loci. One SNP association in Shisa family member 5 (SHISA5) (rs11707229) was evident at a much higher frequency in the Saudi MI populations (> 12% MAF). In conclusion, our results replicated many MI associations, whereas in Saudi-only GWAS (meta-analyses), several new loci were implicated that require future validation and functional analyses.
PMCID:10711020
PMID: 38072966
ISSN: 2045-2322
CID: 5971532

Immune response after pig-to-human kidney xenotransplantation: a multimodal phenotyping study

Loupy, Alexandre; Goutaudier, Valentin; Giarraputo, Alessia; Mezine, Fariza; Morgand, Erwan; Robin, Blaise; Khalil, Karen; Mehta, Sapna; Keating, Brendan; Dandro, Amy; Certain, Anaïs; Tharaux, Pierre-Louis; Narula, Navneet; Tissier, Renaud; Giraud, Sébastien; Hauet, Thierry; Pass, Harvey I; Sannier, Aurélie; Wu, Ming; Griesemer, Adam; Ayares, David; Tatapudi, Vasishta; Stern, Jeffrey; Lefaucheur, Carmen; Bruneval, Patrick; Mangiola, Massimo; Montgomery, Robert A
BACKGROUND:Cross-species immunological incompatibilities have hampered pig-to-human xenotransplantation, but porcine genome engineering recently enabled the first successful experiments. However, little is known about the immune response after the transplantation of pig kidneys to human recipients. We aimed to precisely characterise the early immune responses to the xenotransplantation using a multimodal deep phenotyping approach. METHODS:We did a complete phenotyping of two pig kidney xenografts transplanted to decedent humans. We used a multimodal strategy combining morphological evaluation, immunophenotyping (IgM, IgG, C4d, CD68, CD15, NKp46, CD3, CD20, and von Willebrand factor), gene expression profiling, and whole-transcriptome digital spatial profiling and cell deconvolution. Xenografts before implantation, wild-type pig kidney autografts, as well as wild-type, non-transplanted pig kidneys with and without ischaemia-reperfusion were used as controls. FINDINGS:cells. Both xenografts showed increased expression of genes biologically related to a humoral response, including monocyte and macrophage activation, natural killer cell burden, endothelial activation, complement activation, and T-cell development. Whole-transcriptome digital spatial profiling showed that antibody-mediated injury was mainly located in the glomeruli of the xenografts, with significant enrichment of transcripts associated with monocytes, macrophages, neutrophils, and natural killer cells. This phenotype was not observed in control pig kidney autografts or in ischaemia-reperfusion models. INTERPRETATION:Despite favourable short-term outcomes and absence of hyperacute injuries, our findings suggest that antibody-mediated rejection in pig-to-human kidney xenografts might be occurring. Our results suggest specific therapeutic targets towards the humoral arm of rejection to improve xenotransplantation results. FUNDING:OrganX and MSD Avenir.
PMID: 37598688
ISSN: 1474-547x
CID: 5598182

Pig-to-human heart xenotransplantation in two recently deceased human recipients

Moazami, Nader; Stern, Jeffrey M; Khalil, Karen; Kim, Jacqueline I; Narula, Navneet; Mangiola, Massimo; Weldon, Elaina P; Kagermazova, Larisa; James, Les; Lawson, Nikki; Piper, Greta L; Sommer, Philip M; Reyentovich, Alex; Bamira, Daniel; Saraon, Tajinderpal; Kadosh, Bernard S; DiVita, Michael; Goldberg, Randal I; Hussain, Syed T; Chan, Justin; Ngai, Jennie; Jan, Thomas; Ali, Nicole M; Tatapudi, Vasishta S; Segev, Dorry L; Bisen, Shivani; Jaffe, Ian S; Piegari, Benjamin; Kowalski, Haley; Kokkinaki, Maria; Monahan, Jeffrey; Sorrells, Lori; Burdorf, Lars; Boeke, Jef D; Pass, Harvey; Goparaju, Chandra; Keating, Brendan; Ayares, David; Lorber, Marc; Griesemer, Adam; Mehta, Sapna A; Smith, Deane E; Montgomery, Robert A
Genetically modified xenografts are one of the most promising solutions to the discrepancy between the numbers of available human organs for transplantation and potential recipients. To date, a porcine heart has been implanted into only one human recipient. Here, using 10-gene-edited pigs, we transplanted porcine hearts into two brain-dead human recipients and monitored xenograft function, hemodynamics and systemic responses over the course of 66 hours. Although both xenografts demonstrated excellent cardiac function immediately after transplantation and continued to function for the duration of the study, cardiac function declined postoperatively in one case, attributed to a size mismatch between the donor pig and the recipient. For both hearts, we confirmed transgene expression and found no evidence of cellular or antibody-mediated rejection, as assessed using histology, flow cytometry and a cytotoxic crossmatch assay. Moreover, we found no evidence of zoonotic transmission from the donor pigs to the human recipients. While substantial additional work will be needed to advance this technology to human trials, these results indicate that pig-to-human heart xenotransplantation can be performed successfully without hyperacute rejection or zoonosis.
PMID: 37488288
ISSN: 1546-170x
CID: 5595152