Go to JCI Insight
  • About
  • Editors
  • Consulting Editors
  • For authors
  • Publication ethics
  • Publication alerts by email
  • Advertising
  • Job board
  • Contact
  • Clinical Research and Public Health
  • Current issue
  • Past issues
  • By specialty
    • COVID-19
    • Cardiology
    • Gastroenterology
    • Immunology
    • Metabolism
    • Nephrology
    • Neuroscience
    • Oncology
    • Pulmonology
    • Vascular biology
    • All ...
  • Videos
    • Conversations with Giants in Medicine
    • Video Abstracts
  • Reviews
    • View all reviews ...
    • Complement Biology and Therapeutics (May 2025)
    • Evolving insights into MASLD and MASH pathogenesis and treatment (Apr 2025)
    • Microbiome in Health and Disease (Feb 2025)
    • Substance Use Disorders (Oct 2024)
    • Clonal Hematopoiesis (Oct 2024)
    • Sex Differences in Medicine (Sep 2024)
    • Vascular Malformations (Apr 2024)
    • View all review series ...
  • Viewpoint
  • Collections
    • In-Press Preview
    • Clinical Research and Public Health
    • Research Letters
    • Letters to the Editor
    • Editorials
    • Commentaries
    • Editor's notes
    • Reviews
    • Viewpoints
    • 100th anniversary
    • Top read articles

  • Current issue
  • Past issues
  • Specialties
  • Reviews
  • Review series
  • Conversations with Giants in Medicine
  • Video Abstracts
  • In-Press Preview
  • Clinical Research and Public Health
  • Research Letters
  • Letters to the Editor
  • Editorials
  • Commentaries
  • Editor's notes
  • Reviews
  • Viewpoints
  • 100th anniversary
  • Top read articles
  • About
  • Editors
  • Consulting Editors
  • For authors
  • Publication ethics
  • Publication alerts by email
  • Advertising
  • Job board
  • Contact
Top
  • View PDF
  • Download citation information
  • Send a comment
  • Terms of use
  • Standard abbreviations
  • Need help? Email the journal
  • Top
  • Abstract
  • APOL1 and kidney risk
  • APOL1 function and the kidney
  • APOL1 and kidney transplant outcomes
  • Recipient APOL1 risk variants and kidney transplantation
  • Summary and future directions
  • Footnotes
  • References
  • Version history
Article has an altmetric score of 4

See more details

Posted by 7 X users
11 readers on Mendeley
  • Article usage
  • Citations to this article (2)

Advertisement

Commentary Free access | 10.1172/JCI154676

APOL1 risk variants in kidney transplantation: a modulation of immune cell function

Andrew F. Malone

Division of Nephrology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri, USA.

Address correspondence to: Andrew F. Malone, Division of Nephrology, Department of Medicine, Washington University School of Medicine, 660 S. Euclid Ave., Campus Box 8126, St. Louis, Missouri 63110, USA. Phone: 314.362.7603; Email: amalone@wustl.edu.

Find articles by Malone, A. in: PubMed | Google Scholar |

Published November 15, 2021 - More info

Published in Volume 131, Issue 22 on November 15, 2021
J Clin Invest. 2021;131(22):e154676. https://doi.org/10.1172/JCI154676.
© 2021 American Society for Clinical Investigation
Published November 15, 2021 - Version history
View PDF

Related article:

Recipient APOL1 risk alleles associate with death-censored renal allograft survival and rejection episodes
Zhongyang Zhang, … , Barbara Murphy, Madhav C. Menon
Zhongyang Zhang, … , Barbara Murphy, Madhav C. Menon
Research Article Nephrology Article has an altmetric score of 23

Recipient APOL1 risk alleles associate with death-censored renal allograft survival and rejection episodes

  • Text
  • PDF
Abstract

Apolipoprotein L1 (APOL1) risk alleles in donor kidneys associate with graft loss, but whether recipient risk allele expression affects transplant outcomes is unclear. To test whether recipient APOL1 risk alleles independently correlate with transplant outcomes, we analyzed genome-wide SNP genotyping data on donors and recipients from 2 kidney transplant cohorts: Genomics of Chronic Allograft Rejection (GOCAR) and Clinical Trials in Organ Transplantation 01/17 (CTOT-01/17). We estimated genetic ancestry (quantified as the proportion of African ancestry, or pAFR) by ADMIXTURE and correlated APOL1 genotypes and pAFR with outcomes. In the GOCAR discovery set, we noted that the number of recipient APOL1 G1/G2 alleles (R-nAPOL1) associated with an increased risk of death-censored allograft loss (DCAL), independent of ancestry (HR = 2.14; P = 0.006), as well as within the subgroup of African American and Hispanic (AA/H) recipients (HR = 2.36; P = 0.003). R-nAPOL1 also associated with an increased risk of any T cell–mediated rejection (TCMR) event. These associations were validated in CTOT-01/17. Ex vivo studies of PMBCs revealed, unexpectedly, high expression levels of APOL1 in activated CD4+/CD8+ T cells and NK cells. We detected enriched immune response gene pathways in risk allele carriers compared with noncarriers on the kidney transplant waitlist and among healthy controls. Our findings demonstrate an immunomodulatory role for recipient APOL1 risk alleles associated with TCMR and DCAL. We believe this finding has broader implications for immune-mediated injury to native kidneys.

Authors

Zhongyang Zhang, Zeguo Sun, Jia Fu, Qisheng Lin, Khadija Banu, Kinsuk Chauhan, Marina Planoutene, Chengguo Wei, Fadi Salem, Zhengzi Yi, Ruijie Liu, Paolo Cravedi, Haoxiang Cheng, Ke Hao, Philip J. O’Connell, Shuta Ishibe, Weijia Zhang, Steven G. Coca, Ian W. Gibson, Robert B. Colvin, John Cijiang He, Peter S. Heeger, Barbara Murphy, Madhav C. Menon

×

Abstract

APOL1 G1 and G2 variants are established risk factors for nondiabetic kidney disease. The presence of two APOL1 risk variants in donor kidneys negatively impacts kidney allograft survival. Because of evolutionary pressure, the APOL1 risk variants have become common in people from Africa and in those with recent African ancestry. APOL1 risk variant proteins are expressed in kidney cells and can cause toxicity to these cells. In this issue of the JCI, Zhang, Sun, and colleagues show that recipient APOL1 risk variants negatively affect kidney allograft survival and T cell–mediated rejection rates, independent of donor APOL1 genotype or recipient ancestry. The authors provide evidence that APOL1 risk variants play an immunomodulatory role in T cells and NK cells in the setting of kidney transplantation. These findings have important clinical implications that require further investigation.

APOL1 and kidney risk

Two genome sequence variants in the APOL1 gene on chromosome 22q strongly associate with an increased risk of nondiabetic kidney diseases such as focal segmental glomerulosclerosis, hypertension-related nephropathy, HIV-associated nephropathy, sickle cell nephropathy, and lupus-associated nephropathy (1–5). These risk variants are known as G1 and G2 and are nearly always found linked in the trans phase when both are present. G1 results in a recombinant APOL1 protein with two point mutations (S342G and I384M), and G2 results in a recombinant protein with two amino acid deletion mutations (N388_Y389del). These variants are found only in populations with recent African ancestry and at high frequency in areas where Trypanosoma brucei rhodesiense and T.b. gambiense infections are common. Homozygosity or compound heterozygosity (G1/G1, G1/G2, or G2/G2) for these variants increases the risk of nephropathy. The presence of two risk variants conferred seventeen-fold higher odds (95% CI, 11–26) for focal segmental glomerulosclerosis and twenty-nine-fold higher odds (95% CI, 13–68) for HIV-associated nephropathy (2). Thirteen percent of African Americans (AAs) possess two risk variants (considered a high-risk genotype), and 87% have APOL1 low-risk genotypes (~39% G0G1/G0G2; ~48% G0G0; ref. 1). Although the strength of association with kidney disease is high, the majority of AAs with two risk variants do not develop chronic kidney disease, suggesting that other factors are required for disease to occur (6, 7).

APOL1 function and the kidney

APOL1 is a lethal trypanolytic factor, and this mechanism has been well studied. T.b. rhodesiense and T.b. gambiense have developed resistance to wild-type APOL1, resulting in increased acute infections in East and West Africa, respectfully (8, 9). The G1 variant reduces the risk of T.b. gambiense infection, and the G2 variant reduces the risk of T.b. rhodesiense infection (1, 10). The G1 and G2 variants are presumed to have reached high frequencies in West Africa as a result of positive selection (1). There have been many studies investigating the action of APOL1 in mammalian cells and in the kidney (11–14). APOL1 mRNA and protein have been found in human podocytes, glomerular endothelial cells, and renal tubular cells (15, 16). Expression of the G1 or G2 APOL1 variants in mouse podocytes produced proteinuria, podocyte effacement, glomerulosclerosis, and interstitial fibrosis, all features found in patients with APOL1-associated focal segmental glomerulosclerosis (17). Disease severity in this model correlated with variant protein expression levels. In most cases, two risk variants are required for toxicity, and it is thought that a gene dosage effect increases risk variant APOL1 protein expression (18–20). A certain threshold level of plasma membrane expression of risk variant APOL1 protein causes podocyte toxicity (21). Interestingly, it is also possible that the immune system plays a role in APOL1-associated nephropathy. Individuals with JC polyoma viruria and APOL1 risk variants appear to be less likely to develop nephropathy (22). Presumably, clearance of JC polyoma virus indicates a heightened immune response that drives APOL1 risk variant expression in these patients relative to expression in patients with persisting JC viruria.

APOL1 and kidney transplant outcomes

Given our current understanding of APOL1 risk variants, it would be reasonable to assume that APOL1 risk variants impact kidney transplant outcomes through a donor mechanism. Reeves-Daniel et al. studied 136 kidney transplants from 106 AA donors (23). Their multivariate model accounting for the donor’s African ancestry, expanded donation criteria, as well as the recipient’s age and sex, HLA mismatch, cold ischemia time, and panel-reactive antibodies revealed that graft survival was significantly shorter in donor kidneys with two APOL1 risk variants (HR 3.84; P = 0.008; Figure 1). In this study, the recipient’s race was not included in the fully adjusted model. Subsequent larger studies reported similar findings. Freedman et al. genotyped 478 kidney transplants from AA donors (24). They reported a significant negative effect on time to allograft failure for donor kidneys with two APOL1 risk variants (HR 2.00; P = 0.03). This multivariate analysis was adjusted for HLA mismatches, cold ischemia time, the donor’s age, the recipient’s age and sex, and the recipient’s race. Freedman had previously studied 675 kidney transplants from AA donors and reported that shorter allograft survival was associated with two donor APOL1 risk variants (HR 2.26; P = 0.001; ref. 25). A combined analysis of these 675 plus 478 kidney transplants from AA donors shows a similar result (HR 2.05; P = 3 × 10–4; Figure 1 and ref. 24).

APOL1 risk variants influence kidney transplantation outcomes via intrinsicFigure 1

APOL1 risk variants influence kidney transplantation outcomes via intrinsic and extrinsic mechanisms. (A) Previous studies showed worse allograft survival when donors had two APOL1 risk factors (23, 24). Within the kidney, APOL1 risk variants act intrinsically, causing podocyte toxicity in a dose-dependent manner. (B) Zhang, Sun, and colleagues showed that when the recipient had APOL1 G1 or G2, there was an association with death-censored allograft loss and recurrent T cell–mediated rejection. APOL1 risk variants act through an extrinsic, immune-mediated pathway, damaging the kidney through activation of T and NK cells (28). DCAL, death-censored allograft loss; TCMR, T cell–mediated rejection. (C) APOL1 risk variants negatively influence allograft survival with time when kidney transplant recipients carry the risk variants or receive a transplant from an APOL1 donor.

It is important to note that only one study, by Lee et al., specifically addresses the question of recipient APOL1 risk variants and kidney transplant outcomes (26). Lee and colleagues performed a retrospective study of 119 AA kidney transplant recipients originally enrolled in a study of β3 integrin variants and acute rejection (27). Approximately half of these recipients carried two APOL1 risk variants. When controlling for age and diabetes mellitus, they found no statistically significant difference in allograft survival for recipients with two APOL1 risk variants compared with the low, zero (0-risk), or single (1-risk) APOL1 risk variant groups (HR 0.96, 95% CI 0.61–1.49, P = 0.840). Unadjusted allograft survival and allograft survival censoring for patient death (death-censored allograft survival) showed no difference between the 0-risk, 1-risk, or 2-risk variant groups.

Recipient APOL1 risk variants and kidney transplantation

In this issue of the JCI, Zhang, Sun, and colleagues examined whether recipient APOL1 G1 or G2 risk variants impacted kidney transplant outcomes independently of donor APOL1 risk variants (28). Using data from the Genomics of Chronic Allograft Rejection (GOCAR) study (29), the authors found that the number of recipient APOL1 G1/G2 risk variants (R-nAPOL1) was associated with an increased risk of death-censored allograft loss, independent of the recipient’s ancestry and the donor’s APOL1 genotype (HR = 2.14; P = 0.006). This association was also found in a subgroup of AA and Hispanic recipients (HR = 2.36; P = 0.003). R-nAPOL1 was also associated with recurrent T cell–mediated rejection (HR = 3.58; P = 0.003). These findings were validated using data from the Clinical Trials in Organ Transplantation-01/17 (CTOT) study (30). The GOCAR discovery data set included 385 donor-recipient pairs, and the CTOT validation data set included 122 pairs. In both cohorts, genome-wide genotyping was performed (excluding the MHC region) to estimate the proportion of African ancestry (pAFR). Using this approach, the researchers applied a quantitative metric to adjust for ancestry in their analysis of R-nAPOL1 and transplantation outcomes. The findings by Zhang, Sun, and co-authors are notable, because they are the first to show that recipient APOL1 risk variants associate with a risk of allograft loss when censoring for patient death (death-censored allograft loss). This association is contrary to the findings of the study by Lee et al., in which paired APOL1 genotyping of donors was not performed (26). In fact, most studies of APOL1-associated outcomes in transplantation did not perform complete paired donor-recipient APOL1 genotyping (23–25). Another finding by Zhang, Sun, and colleagues was the additive effect of each risk allele on allograft survival, as shown by Kaplan-Meier survival curves stratified by R-nAPOL1 (28).

As described above, evidence to date suggests that APOL1 risk variants act through toxic effects in kidney cells. Zhang, Sun, and co-authors provide some mechanistic evidence for the modulation of immune cell function by APOL1 risk variants. The authors used four strategies to investigate immune cell function. First, they used the DICE (Database of Immune Cell Expression, quantitative trait loci [eQTLs], and epigenomics) database of immune cell gene expression in healthy individuals (31). From this database, they examined cell-specific gene expression in 22 AA individuals, five of whom carried at least one APOL1 variant. In individuals with a risk variant, they found an immune activation signature in CD4+ T cells and cytotoxic CD56dim NK cells. Second, single-cell RNA-Seq revealed upregulation of similar immune activation pathways in CD4+ T cells, CD8+ T cells, and NK cells in two individuals with at least one APOL1 risk allele compared with two AA individuals with the G0/G0 genotype. Third, differential expression of immune activation pathways associated with one or two APOL1 risk alleles were found by bulk RNA-Seq of peripheral blood from 60 pre-transplant patients. Finally, Zhang, Sun, and colleagues showed that APOL1 mRNA and protein are expressed in peripheral blood cells (28).

Summary and future directions

Zhang, Sun, and co-authors report an association between recipient APOL1 risk variants and kidney allograft failure, contrary to previous findings and assumptions. The authors also found an association between APOL1 risk variants and T cell–mediated rejection, which may have a greater impact in clinical practice (28). For example, patients with APOL1 risk variants may require more frequent surveillance and more intense immunosuppression. The ongoing APPOLLO study aims to genotype 2600 AA kidney donors (32). If many of the study recipients are genotyped for APOL1 risk variants, this large study will help to clarify the relevance of recipient APOL1 risk variants in the setting of kidney transplantation. From a mechanistic perspective, Zhang, Sun, and colleagues report data showing that APOL1 risk variants may alter immune cell function, in particular T cell and NK cell function (28). However, the specific mechanisms driving these changes remain to be elucidated. Regardless, this study by Zhang, Sun, and co-authors (28) suggests that APOL1 risk variants influence kidney transplantation outcomes by mechanisms both intrinsic and extrinsic to the kidney (Figure 1). This study highlights the complexity of the relationship between APOL1 and kidney disease. It is important to note that the mechanism driving recipient-related APOL1 pathology was not thoroughly defined in this study. Furthermore, these findings must be replicated by future studies.

Footnotes

Conflict of interest: The author has declared that no conflict of interest exists.

Copyright: © 2021, American Society for Clinical Investigation.

Reference information: J Clin Invest. 2021;131(22):e154676. https://doi.org/10.1172/JCI154676.

See the related article at Recipient APOL1 risk alleles associate with death-censored renal allograft survival and rejection episodes.

References
  1. Genovese G, et al. Association of trypanolytic ApoL1 variants with kidney disease in African Americans. Science. 2010;329(5993):841–845.
    View this article via: PubMed CrossRef Google Scholar
  2. Kopp JB, et al. APOL1 genetic variants in focal segmental glomerulosclerosis and HIV-associated nephropathy. J Am Soc Nephrol. 2011;22(11):2129–2137.
    View this article via: PubMed CrossRef Google Scholar
  3. Larsen CP, et al. Apolipoprotein L1 risk variants associate with systemic lupus erythematosus-associated collapsing glomerulopathy. J Am Soc Nephrol. 2013;24(5):722–725.
    View this article via: PubMed CrossRef Google Scholar
  4. Freedman BI, et al. End-stage renal disease in African Americans with lupus nephritis is associated with APOL1. Arthritis Rheumatol. 2014;66(2):390–396.
    View this article via: PubMed CrossRef Google Scholar
  5. Ashley-Koch AE, et al. MYH9 and APOL1 are both associated with sickle cell disease nephropathy. Br J Haematol. 2011;155(3):386–394.
    View this article via: PubMed CrossRef Google Scholar
  6. Freedman BI, et al. APOL1-associated nephropathy: a key contributor to racial disparities in CKD. Am J Kidney Dis. 2018;72(5 suppl 1):S8–S16.
    View this article via: PubMed Google Scholar
  7. Freedman BI, Poggio ED. APOL1 genotyping in kidney transplantation: to do or not to do, that is the question? (pro). Kidney Int. 2021;100(1):27–30.
    View this article via: PubMed CrossRef Google Scholar
  8. Pérez-Morga D, et al. Apolipoprotein L-I promotes trypanosome lysis by forming pores in lysosomal membranes. Science. 2005;309(5733):469–472.
    View this article via: PubMed CrossRef Google Scholar
  9. Cooper A, et al. A primate APOL1 variant that kills trypanosoma brucei gambiense. PLoS Negl Trop Dis. 2016;10(8):e0004903.
    View this article via: PubMed CrossRef Google Scholar
  10. Thomson R, et al. Evolution of the primate trypanolytic factor APOL1. Proc Natl Acad Sci U S A. 2014;111(20):E2130–E2139.
    View this article via: PubMed CrossRef Google Scholar
  11. Sampson MG, et al. Integrative genomics identifies novel associations with APOL1 risk genotypes in black NEPTUNE subjects. J Am Soc Nephrol. 2016;27(3):814–823.
    View this article via: PubMed CrossRef Google Scholar
  12. Skorecki KL, et al. A null variant in the apolipoprotein L3 gene is associated with non-diabetic nephropathy. Nephrol Dial Transplant. 2018;33(2):323–330.
    View this article via: PubMed CrossRef Google Scholar
  13. Okamoto K, et al. APOL1 risk allele RNA contributes to renal toxicity by activating protein kinase R. Commun Biol. 2018;1:188.
    View this article via: PubMed Google Scholar
  14. Zhang JY, et al. UBD modifies APOL1-induced kidney disease risk. Proc Natl Acad Sci U S A. 2018;115(13):3446–3451.
    View this article via: PubMed CrossRef Google Scholar
  15. Madhavan SM, et al. APOL1 localization in normal kidney and nondiabetic kidney disease. J Am Soc Nephrol. 2011;22(11):2119–2128.
    View this article via: PubMed CrossRef Google Scholar
  16. Ma L, et al. Localization of APOL1 protein and mRNA in the human kidney: nondiseased tissue, primary cells, and immortalized cell lines. J Am Soc Nephrol. 2015;26(2):339–348.
    View this article via: PubMed CrossRef Google Scholar
  17. Beckerman P, et al. Transgenic expression of human APOL1 risk variants in podocytes induces kidney disease in mice. Nat Med. 2017;23(4):429–438.
    View this article via: PubMed CrossRef Google Scholar
  18. Datta S, et al. Kidney disease-associated APOL1 variants have dose-dependent, dominant toxic gain-of-function. J Am Soc Nephrol. 2020;31(9):2083–2096.
    View this article via: PubMed CrossRef Google Scholar
  19. Chun J, et al. Recruitment of APOL1 kidney disease risk variants to lipid droplets attenuates cell toxicity. Proc Natl Acad Sci U S A. 2019;116(9):3712–3721.
    View this article via: PubMed CrossRef Google Scholar
  20. Olabisi OA, Heneghan JF. APOL1 nephrotoxicity: what does ion transport have to do with it? Semin Nephrol. 2017;37(6):546–551.
    View this article via: PubMed CrossRef Google Scholar
  21. Lannon H, et al. Apolipoprotein L1 (APOL1) risk variant toxicity depends on the haplotype background. Kidney Int. 2019;96(6):1303–1307.
    View this article via: PubMed CrossRef Google Scholar
  22. Divers J, et al. JC polyoma virus interacts with APOL1 in African Americans with nondiabetic nephropathy. Kidney Int. 2013;84(6):1207–1213.
    View this article via: PubMed CrossRef Google Scholar
  23. Reeves-Daniel AM, et al. The APOL1 gene and allograft survival after kidney transplantation. Am J Transplant. 2011;11(5):1025–1030.
    View this article via: PubMed CrossRef Google Scholar
  24. Freedman BI, et al. APOL1 genotype and kidney transplantation outcomes from deceased African American donors. Transplantation. 2016;100(1):194–202.
    View this article via: PubMed CrossRef Google Scholar
  25. Freedman BI, et al. Apolipoprotein L1 gene variants in deceased organ donors are associated with renal allograft failure. Am J Transplant. 2015;15(6):1615–1622.
    View this article via: PubMed CrossRef Google Scholar
  26. Lee BT, et al. The APOL1 genotype of African American kidney transplant recipients does not impact 5-year allograft survival. Am J Transplant. 2012;12(7):1924–1928.
    View this article via: PubMed CrossRef Google Scholar
  27. Chandrakantan A, et al. Role of beta3 integrin in acute renal allograft rejection in humans. Clin J Am Soc Nephrol. 2007;2(6):1268–1273.
    View this article via: PubMed CrossRef Google Scholar
  28. Zhang Z, et al. Recipient APOL1 risk alleles associate with death-censored renal allograft survival and rejection episodes. J Clin Invest. 2021;131(22):e146643.
    View this article via: JCI PubMed Google Scholar
  29. O’Connell PJ, et al. Biopsy transcriptome expression profiling to identify kidney transplants at risk of chronic injury: a multicentre, prospective study. Lancet. 2016;388(10048):983–993.
    View this article via: PubMed CrossRef Google Scholar
  30. Faddoul G, et al. Analysis of biomarkers within the initial 2 years posttransplant and 5-year kidney transplant outcomes: results from clinical trials in organ transplantation-17. Transplantation. 2018;102(4):673–680.
    View this article via: PubMed CrossRef Google Scholar
  31. Schmiedel BJ, et al. Impact of genetic polymorphisms on human immune cell gene expression. Cell. 2018;175(6):1701–1715.
    View this article via: PubMed CrossRef Google Scholar
  32. Freedman BI, et al. APOL1 long-term kidney transplantation outcomes network (APOLLO): design and rationale. Kidney Int Rep. 2020;5(3):278–288.
    View this article via: PubMed CrossRef Google Scholar
Version history
  • Version 1 (November 15, 2021): Electronic publication

Article tools

  • View PDF
  • Download citation information
  • Send a comment
  • Terms of use
  • Standard abbreviations
  • Need help? Email the journal

Metrics

Article has an altmetric score of 4
  • Article usage
  • Citations to this article (2)

Go to

  • Top
  • Abstract
  • APOL1 and kidney risk
  • APOL1 function and the kidney
  • APOL1 and kidney transplant outcomes
  • Recipient APOL1 risk variants and kidney transplantation
  • Summary and future directions
  • Footnotes
  • References
  • Version history
Advertisement
Advertisement

Copyright © 2025 American Society for Clinical Investigation
ISSN: 0021-9738 (print), 1558-8238 (online)

Sign up for email alerts

Posted by 7 X users
11 readers on Mendeley
See more details
Posted by 32 X users
Highlighted by 1 platforms
Referenced by 2 Bluesky users
26 readers on Mendeley
See more details