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Review

Genetic Modifiers of Mendelian Monogenic Collagen IV Nephropathies in Humans and Mice

by
Constantinos Deltas
1,2,*,
Gregory Papagregoriou
2,
Stavroula F. Louka
2,
Apostolos Malatras
2,
Frances Flinter
3,
Daniel P. Gale
4,
Susie Gear
5,
Oliver Gross
6,
Julia Hoefele
7,
Rachel Lennon
8,
Jeffrey H. Miner
9,
Alessandra Renieri
10,11,12,
Judy Savige
13 and
A. Neil Turner
14
1
School of Medicine, University of Cyprus, Nicosia 2109, Cyprus
2
biobank.cy Center of Excellence in Biobanking and Biomedical Research, University of Cyprus, Nicosia 2109, Cyprus
3
Clinical Genetics Department, Guy’s & St Thomas’ NHS Foundation Trust, London SE1 9RT, UK
4
Department of Renal Medicine, University College London, London NW3 2PF, UK
5
Alport UK, Tetbury GL8 0AW, UK
6
Clinic for Nephrology and Rheumatology, University Medicine Goettingen, 37075 Goettingen, Germany
7
Institute of Human Genetics, Klinikum Rechts der Isar, School of Medicine & Health, Technical University Munich, 81675 Munich, Germany
8
Wellcome Centre for Cell-Matrix Research, University of Manchester, Manchester M13 9WU, UK
9
Division of Nephrology, Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
10
Medical Genetics, University of Siena, 53100 Siena, Italy
11
Med Biotech Hub and Competence Center, Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
12
Genetica Medica, Azienda Ospedaliero-Universitaria Senese, 53100 Siena, Italy
13
Department of Medicine (Melbourne Health and Northern Health), The University of Melbourne, Parkville, VIC 3052, Australia
14
Renal Medicine, Royal Infirmary, University of Edinburgh, Edinburgh EH16 4UX, UK
 
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*
Author to whom correspondence should be addressed.
Genes 2023, 14(9), 1686; https://doi.org/10.3390/genes14091686
Submission received: 14 July 2023 / Revised: 9 August 2023 / Accepted: 17 August 2023 / Published: 25 August 2023
(This article belongs to the Special Issue Nephrogenetics and Kidney Genomics—the Future Is Now?)
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Abstract

:
Familial hematuria is a clinical sign of a genetically heterogeneous group of conditions, accompanied by broad inter- and intrafamilial variable expressivity. The most frequent condition is caused by pathogenic (or likely pathogenic) variants in the collagen-IV genes, COL4A3/A4/A5. Pathogenic variants in COL4A5 are responsible for the severe X-linked glomerulopathy, Alport syndrome (AS), while homozygous or compound heterozygous variants in the COL4A3 or the COL4A4 gene cause autosomal recessive AS. AS usually leads to progressive kidney failure before the age of 40-years when left untreated. People who inherit heterozygous COL4A3/A4 variants are at-risk of a slowly progressive form of the disease, starting with microscopic hematuria in early childhood, developing Alport spectrum nephropathy. Sometimes, they are diagnosed with benign familial hematuria, and sometimes with autosomal dominant AS. At diagnosis, they often show thin basement membrane nephropathy, reflecting the uniform thin glomerular basement membrane lesion, inherited as an autosomal dominant condition. On a long follow-up, most patients will retain normal or mildly affected kidney function, while a substantial proportion will develop chronic kidney disease (CKD), even kidney failure at an average age of 55-years. A question that remains unanswered is how to distinguish those patients with AS or with heterozygous COL4A3/A4 variants who will manifest a more aggressive kidney function decline, requiring prompt medical intervention. The hypothesis that a subgroup of patients coinherit additional genetic modifiers that exacerbate their clinical course has been investigated by several researchers. Here, we review all publications that describe the potential role of candidate genetic modifiers in patients and include a summary of studies in AS mouse models.

1. Introduction

Familial microscopic hematuria of a glomerular origin is the presenting feature in several inherited monogenic conditions, the most frequent of which is a spectrum of type IV collagen nephropathy including Alport syndrome (AS). AS follows X-linked inheritance due to pathogenic, disease-causing variants in the COL4A5 gene, or autosomal recessive inheritance (ARAS) caused by homozygous or compound heterozygous variants in either the COL4A3 or the COL4A4 gene [1]. According to guidelines, the diagnostic criteria for AS include persistent microscopic hematuria, which is supported by the reporting of a positive family history and characteristic extra-renal clinical features [2]. On kidney biopsy imaging, pathognomonic features of AS include variable thinning and thickening of the glomerular basement membrane (GBM), splitting and lamellation. When proteinuria develops, there is podocyte foot processes effacement [3,4].
With regards to the COL4A3 and COL4A4 disease-causing variants, the gene dose makes a difference on the disease development and spectrum of features. While patients with homozygous or compound heterozygous variants will usually manifest typical ARAS, those inheriting pathogenic variants in a heterozygous state sometimes present with a thin glomerular basement membrane lesion. This uniform thinning of the GBM leads to microscopic hematuria, due to leaking of red blood cells into the urine. This was formerly named, and is still used by some, as thin basement membrane nephropathy (TBMN). Also, a thin GBM lesion and microscopic hematuria may be caused by mutations in other genes [5,6,7].
At a very young age, persistent microscopic hematuria associated with GBM thinning cannot be differentiated from typical AS, and genetic testing emerges as the gold standard for establishing the etiology, in many cases, precluding the need for a kidney biopsy if not performed already [8,9]. At later ages, in addition to kidney function impairment, most patients with AS also develop extra-renal features, including hearing loss and ocular abnormalities (anterior lenticonus, maculopathy, retinopathy), findings which are very rare in patients with heterozygous COL4A3 or COL4A4 disease causing variants [10].
In patients with heterozygous pathogenic variants in the COL4A3/A4, while most frequently there is only uniform thinning of the GBM, some patients develop renal features reminiscent of typical AS, but with a much later age for the onset of kidney failure [10]. A central question that remains unexplained is why some patients do worse than others, even within the same families.
During the recent International Workshops on Alport Syndrome held in Siena, Italy, from 22 to 26 October 2019, and online, from 30 November to 4 December 2021, members of the International Alport Syndrome Alliance discussed the issue of clinical heterogeneity in patients who carry heterozygous pathogenic variants in the COL4A3 or COL4A4 genes and present with Alport spectrum disease, while others present with later-onset phenotypes due to a thinner than normal GBM. Amongst experts, there is a debate, as several members of the international nephrology community prefer to diagnose these heterozygous patients with TBMN, others with autosomal dominant Alport syndrome (ADAS) [11]. This manuscript does not intend to address the naming of this condition. In the absence of a more appropriate terminology, the fact remains that although most patients live with normal or minimally affected kidney function for life, a variable and largely unpredictable subset of them progress to severe CKD, including kidney failure, after developing focal and segmental glomerulosclerosis on biopsy. In fact, on several occasions, these patients are misdiagnosed with primary focal and segmental glomerulosclerosis and treated with immunosuppressive medications, until genetic testing enables reclassification, and they are treated with renin, angiotensin aldosterone system (RAAS) inhibitors [12,13,14,15].
In patients with heterozygous COL4A3/A4 pathogenic variants, while it is agreed that the actual variant type and location determine to some extent the spectrum of clinical manifestations, it is widely accepted that other coinherited genetic variants may modify the phenotype. This is particularly evident in families where multiple affected members inherit the same heterozygous DNA variant (usually a glycine substitution or other variant, e.g., indels), but intrafamilial heterogeneity is evident by a variable degree of proteinuria in different members and disparate ages at the onset of kidney failure, sometimes differing by 10, or even 20, years. Ultrastructural findings on kidney biopsy images of electron microscopy can also attest to this variable expressivity, as few patients will manifest defects beyond the typical universal thinning of the GBM and only a small percentage will develop hearing problems, which may be coincidental (hearing loss in later life is very common in the general population). Matthaiou et al. [10] showed previously, in a systematic review of 777 patients from 258 families of mostly diverse Caucasian origin with segregating heterozygous COL4A3/A4 defects, that the age at onset of kidney failure ranged between 21 and 84 years (mean 52.8). Kidney failure occurred in 15% of patients (104/687), hearing impairment in 16% (101/649) and ocular abnormalities in only 3% (16/525) (see Table 4 of ref. [10]). In the same study, the authors showed that patients harboring missense variants (mostly glycine substitutions) had an older age at the onset of kidney failure compared to those harboring other categories of variants that result in premature termination of translation and a truncated protein (deletions, duplications, frameshift, splice-site mutations).
Similar observations regarding clinical heterogeneity have been made in patients who inherit pathogenic variants in the COL4A5 gene, responsible for the X-linked form of AS. This is documented through genotype–phenotype correlations and include hypomorphic variants such as the COL4A5:p.Gly624Asp, which is most frequently, but not always, accompanied by a milder clinical picture [16,17]. The term “hypomorphic” was coined by the 1946 Nobel Prize winner Hermann J. Muller (1890–1967). It refers to DNA variants which, although they affect either the protein function or the level of gene expression, there is still residual activity maintaining a milder phenotype.
The kidney phenotype can be improved by nephroprotective therapy targeting the Renin-Angiotensin-Aldosterone System (RAAS); the RAAS-blockade slows down the progression to macro-albuminuria and delays the onset of kidney failure [18,19]. Also, recent data point to a genotype-response-to-therapy correlation; missense variants in the type-IV collagen genes lead to a better response to the RAAS-blockade compared to nonsense-variants in X-linked as well as in autosomal recessive AS [20]. In conclusion, knowing the exact causative genotype in type IV collagen diseases not only helps to improve family counselling in terms of the prognosis and risk of early kidney failure, but also enables the clinician to make a more informed decision regarding early treatment with nephroprotective therapy, aimed to delay the onset of kidney failure and offer a better quality of life [21].
To account for this extensive clinical heterogeneity, several authors have invoked the concept of genetic modifiers (GM). What is a genetic modifier? It may not be possible to agree on a universal definition. Some may consider that GMs operate as additional (one or more) molecular defects, which determine the final phenotype on the background of the primary COL4A pathogenic variant. In this sense, one could argue that the phenotype is the consequence of digenic inheritance in the sense that it “can be better explained” by invoking the contribution of two variants at different loci, genetically linked or unlinked, than each one on its own. A variation to this definition was offered by Deltas (2018): […a GM is a DNA variant that exerts an epistatic effect on the phenotype, which is invariably determined by a primary gene. The variable expressivity (clinical or phenotypic heterogeneity) may be confounded by the contribution of one or more GM. This phenotypic heterogeneity, which can be hugely variable, ranging from very benign to very severe and life threatening, is part of the spectrum of symptoms which pertain to the genotype/phenotype correlation focusing on the primary gene at fault] [22].
Admittedly, sometimes the distinction between digenic inheritance and GMs is blurred. Here, we present published examples of GMs identified by several groups in humans (Table 1) and a less extensive reporting on mice (Table 2).

2. Modifier Genes in Alport Spectrum Diseases

We refer to Alport spectrum diseases or Alport spectrum nephropathy as those conditions caused by heritable pathogenic variants in the collagen IV genes, also referred to as collagen IV nephropathies.

2.1. Slit Diaphragm NPHS2 and NPHS1 Gene Variants

Homozygotes or compound heterozygotes of disease-causing variants in NPHS2 (podocin) have a hereditary form of steroid resistant nephrotic syndrome (SRNS), while carriers of heterozygous variants are healthy. Podocin is an important protein that interacts with nephrin at the podocyte slit diaphragm, which selectively allows molecules to be filtered [46,47]. Tonna et al. [23], on a small cohort of patients with TBMN, were the first to observe that 3/10 (30%) of patients with proteinuria ≥500 mg/day were heterozygous for the recessive NPHS2:p.Arg229Gln variant, whereas only two out of 46 (4%) of patients with less proteinuria were heterozygous (p < 0.05; chi-square test with Yate’s correction).
Voskarides et al. [24] reported on the presence of this variant in a larger mixed cohort that included 62 mildly affected patients with TBMN and CFHR5 nephropathy (44/18, respectively), and 85 severely affected (58/27, respectively). Note that CFHR5 exon 2-3 duplication is endemic in Cyprus and is a hereditary form of complement C3 dysregulation, manifesting with microscopic hematuria since childhood. Although the gene involved has no functional relationship to collagen IV, and the pathology does not fall under the Alport spectrum diseases, the disease can follow a progressive course very similar to TBMN, for which reason patients with CFHR5 nephropathy were included by the authors in a common cohort of patients manifesting microscopic hematuria [48,49]. Patients were classified as severe if they had proteinuria higher than 500 mg/day, at any age, and as mild if they had no or low-grade proteinuria below 300 mg/day and were older than 50 years. The authors showed, with statistical significance, that the variant predisposes patients to proteinuria and CKD, even kidney failure (Mild vs Severe p = 0.01, and p = 0.043 when kinship was considered).
Stefanou et al. provided additional evidence for the NPHS2:p.Arg229Gln variant’s potential modulating effect, along with another NPHS2 variant, NPHS2:p.Glu237Gln. In tested families, both NPHS2 variants segregated with severely affected patients and not with patients who had inherited the same COL4A gene primary variant but not the NPHS2 variant, thereby enhancing its potential modifying role. Additionally, they reported functional studies in cell culture experiments, demonstrating impaired behavior regarding its localization and interacting partners [25]. Specifically, dual co-transfection of wild type (WT) and mutant podocin gene constructs, followed by immunofluorescence (IF) staining, suggested the altered co-localization of mutant homodimers. Co-transfection of WT podocin and nephrin, followed by IF experiments, showed normal membrane localization, while both podocin variants interfered with normal trafficking, demonstrating perinuclear staining. Immunoprecipitation experiments showed stronger binding of mutant podocin to WT podocin or nephrin.
Collectively, these data support the hypothesis that certain heterozygous podocin variants, which on their own would not lead to perceptible clinical effects, aggravate the phenotype when co-inherited on the background of heterozygous COL4A3/A4 pathogenic variants, by predisposing to focal segmental glomerulosclerosis and kidney function decline. Obviously, this is the result of a slow and long process which applies a detrimental effect on the slit diaphragm, and thus impairing the glomerular filtration barrier. Also, it should be mentioned that these studies showed that only a fraction of the severely affected patients presented with the likely modifying variants tested, suggesting that other similar GMs might exist.
Frese et al. [26] reported on three XLAS cases where the clinical condition of patients who inherited COL4A5 pathogenic variants was aggravated, and they developed focal segmental glomerulosclerosis due to the co-inheritance of variants in slit diaphragm genes. In case-1, the affected boy (COL4A5:p.Trp1538X) co-inherited heterozygous NPHS1:p.Arg408Gln (MAF 4.87%) and developed unusually high-grade proteinuria (1300 mg/L) from the age of 2 years. Severe focal segmental glomerulosclerosis was shown on the biopsy, along with unusually gross abnormalities of the GBM and broadening of the podocyte foot processes, including a partial loss of the slit diaphragm.
In case-2, a heterozygous female patient (NM_0.33380.3_COL4A5:c.4821+3A>G; initially reported as: IVS49+3A>G), who co-inherited the pathogenic recessive podocin variant NPHS2:p.Arg229Gln, presented very early with severe disease, with biopsy-proven focal segmental glomerulosclerosis. She was transplanted at the very young age of 15 years, which is very unusual for female patients with a heterozygous variant. Her daughter had progressive proteinuria from the first year of life, and her biopsy at age 2 revealed advanced pathology on EM imaging.
In case-3, the primary causative variant in a female patient was the hypomorphic COL4A5:p.Gly624Asp, which is known to cause a milder and later onset phenotype even in males, leading to kidney failure on average 30 years later than in patients with other pathogenic variants. She also inherited the pathogenic recessive podocin variant NPHS2:p.Arg229Gln and presented with proteinuria at 27 years; a kidney biopsy demonstrated advanced focal and segmental glomerulosclerosis. She developed minimal high-frequency hearing loss and focal segmental glomerulosclerosis at 40 years of age and was transplanted at 51 years. Amongst five affected members, 4F/1M, the only female patient who had co-inherited the podocin variant, had the worst levels of proteinuria and albuminuria [26].
Daga et al. [27] reported a family with a father and son who had inherited COL4A4:c.4444del (p.Leu1482Trpfs*70), as the primary defect, plus another two variants: NPHS2:p.Arg229Gln and LAMA5:p.Thr774Ile. The authors, in their wording, diagnosed the patients with ADAS, the symptoms being microscopic hematuria but no proteinuria in either of them. A kidney biopsy in the proband revealed areas of thinning and thickening of the GBM, as well as podocyte foot processes retraction and simplification, and podocytes bulging. Both father and son had mild bilateral hypoacusia. The authors attributed this more penetrant ultrastructural presentation and hearing problems to the co-inheritance of the COL4A4 with two additional variants. The case with the cosegregation of the COL4A4 with the LAMA5 variant could also be viewed as a case of digenic inheritance.

2.2. NEPH3 (Filtrin, Kirrel2)

Perhaps the most extensive work concerning the potential role of a candidate GM in TBMN concerns the NEPH3:p.Val353Met variant (MAF around 3% in the general population), combining genetic and cell culture experimental work [28]. Variant Val353Met in filtrin was initially shown to have a negative association in a cohort of 103 TBMN patients classified as mild or severe, 78 of whom carried the founder pathogenic variant COL4A3:p.Gly1334Glu, 19 carried variant COL4A3:p.Gly871Cys and six carried variant COL4A4:c.3854delG (p.Asp1285Alafs*3), thus minimizing allelic heterogeneity. The risk predisposing effect was corroborated on a larger cohort with all samples pooled together (HEMATURIA cohort) of 524 subjects under the dominant model (p = 3.0 × 10−3, OR = 6.64 adjusting for gender/age; allelic association: p = 4.2 × 10−3 adjusting for patients’ kinships). This larger cohort included patients from Cyprus, Greece, the UK and Australia. Genotyping on other general population, where independent cohorts included 6531 subjects of the Framingham Heart Study and 4727 of the KORAF4 and SAPHIR cohorts, demonstrated the association of the homozygous 353M/M genotype with micro-albuminuria. A meta-analysis of all three cohorts (11,258 individuals) was highly significant (p = 1.3 × 10−5, OR = 7.46). Importantly, functional studies with co-immunoprecipitation experiments in HEK293T cells demonstrated that at a protein level, the 353Met variant interfered with Neph3 homodimerization and Neph3-Nephrin heterodimerization. Further experiments in undifferentiated podocytes stressed with tunicamycin showed that overexpression of the 353Met allele resulted in activation of the unfolded protein response (UPR), as evidenced by the elevation of the UPR markers BiP, IRE1a and p-elF2a. Notably, the sequence with the more common valine at position 353 of the protein, 353Val, shows absolute conservation on a large evolutionary scale, all the way from drosophila to mouse and human. Hence, three lines of evidence, evolutionary conservation, genetic association and cell culture functional assays, suggest that variant NEPH3:p.Val353Met is a hypomorphic variant with low or incomplete penetrance, in predisposing to glomerular albuminuria and adverse kidney function [28].

2.3. LAMA5 (Laminin α-5)

This encodes one of the α-subunits of trimeric laminin molecules, an abundant non-collagenous component of the GBM. Disease-causing variants in this gene have been found in patients with autosomal recessive nephrotic syndrome [50,51]. Voskarides et al. first reported on the putative GM role of variants in the LAMA5 gene [29]. In a Cypriot family, there was variant COL4A5:p.Asp654Tyr, which is never reported in databases. With the use of ACMG criteria [52] and based on family segregation, it is classified as likely pathogenic. Two hypertensive brothers had hematuria and heavy nephrotic range proteinuria, as well as focal segmental glomerulosclerosis on biopsy. They both progressed to kidney failure in their fifties. EM was available in one of the two and showed a folded GBM with thickening in many areas. The podocytes were vacuolated and markedly fused. The two brothers had one daughter each, who presented with microscopic hematuria and proteinuria. Kidney biopsies at 24 and 25 years showed focal and segmental glomerulosclerosis. EM in one of the two daughters also showed GBM thinning alternating with thickening, with some podocytes showing segmental effacement. None of the patients had clear pathognomonic features of AS. All four patients had inherited the COL4A5 variant and the rare variant LAMA5:p.Pro1243Leu. Its updated general population frequency is reported as 0.0038% (4/105,402, Franklin, ExAC database; https://franklin.genoox.com/clinical-db/home, accessed on 30 June 2023). The Franklin database classifies it as a VUS. A son in the family inherited only the LAMA5 variant and at the age of 27 years is healthy, with no haematuria and a normal kidney function. Interestingly, the two brothers who developed kidney failure, while they do not have polycystic kidney disease, on an ultrasound, both have multiple cortical cysts, one since the age of 4 years. Kidney cysts in patients with TBMN have been reported before by several authors [53,54]. The role of LAMA5 variants in health and disease has been shown in mice models, which also presented with a cystic phenotype, as well as in patients who presented with focal and segmental glomerulosclerosis [55]. A more recent report described four patients with congenital/infantile nephrotic syndrome who inherited truncating or missense recessive biallelic pathogenic or likely pathogenic variants in LAMA5 [51].
Daga et al. [27] reported a family in which multiple members had presented with microscopic or macroscopic hematuria, proteinuria and sensorineural hearing loss bilaterally. Some progressed to kidney failure while a maternal grandfather had bilateral kidney cysts at around 45 years of age. Another younger member also showed one renal cyst. All severely affected patients had a COL4A4:p.Gly370Glu pathogenic variant and a hypomorphic variant LAMA5:p.His1717Tyr (Benign, 7.2204% in ExAC database). The authors consider that this represents digenic inheritance, although it is not clear whether the LAMA5 variant would cause a phenotype on its own in a heterozygous state; it could equally be viewed as a GM. Patients who did not carry the LAMA5 variant presented only microscopic hematuria. The same authors reported another family with a male proband who had presented with severe microscopic hematuria at 18 months of age. At the age of 13 years, he had low grade proteinuria, 400 mg/24 h, which by the age of 26 years had reached the range of 1.71 g/24 h, for which he was treated with RAAS-inhibitors. A kidney biopsy revealed features of AS that included alternate thinning and thickening of the GBM, along with the fusion of podocytes foot processes. The proband did not exhibit any ocular or audiometric abnormality. Molecular testing revealed a COL4A5:p.Gly1107Arg pathogenic variant and LAMA5:p.His3130Tyr (Likely Benign, 0.015% in ExAC database). The proband inherited the COL4A5 variant from the mother, as expected for X-linked inheritance, who only presented with microscopic hematuria, and the LAMA5 variant from the father who had microscopic hematuria and unilateral hypoacusia.

2.4. MYH9 (Non-Muscle Myosin Heavy Chain-9)

Pathogenic variants in this gene cause a spectrum of disorders, known as the May–Hegglin anomaly, Epstein and Fechtner syndrome, and others, inherited in an autosomal dominant mode. It is a pleiotropic condition with symptoms that affect the eyes, ears, kidneys and thrombocytes [56]. In a previous publication, a 6 year-old girl was described who had inherited from her father the pathogenic variant COL4A5:c.2605G>A, p.Gly869Arg [30]. The father had typical XLAS, and his daughter presented with microscopic hematuria, proteinuria and early sensorineural hearing loss. The authors attributed the unusually early onset of severe symptoms in the girl to one additional heterozygous variant she had inherited from her mother in the MYH9 gene, MYH9:c.4952T>G, p.Met1651Arg (variant of uncertain significance, VUS; never reported in databases). The mother also had inner ear deafness.

2.5. HBEGF (Heparin Binding Epidermal Growth Factor)

Although not related to collagen IV nephropathy, another candidate modifier in familial microscopic hematuria was reported by Papagregoriou et al., in the 3′untranslated region of the HBEGF gene. This work was based on the hypothesis that polymorphisms in microRNA binding sites (miRSNPs) might act as GMs when co-inherited with a primary glomerulopathy, such as TBMN and/or CFHR5 nephropathy. Previous research work identified SNP C1936T in the 3′UTR of HBEGF (rs13385, 3′UTR+1006), which corresponds to the second position of the seed region of miRNA hsa-miR-1207-5p. Functional studies in undifferentiated cultured podocytes demonstrated that in the presence of a mimic for miRNA hsa-miR-1207-5p, there was down-regulation of the HBEGF expression, judged by a western blot analysis. This was supported by in cellulo transient transfection experiments using luciferase sensor constructs of both alleles, where the 1936T allele demonstrated abrogation of miRNA binding. Most interestingly, in a cohort of 78 CFHR5/C3 glomerulopathy patients (45M/33F), the 1936T allele was genetically associated with a higher risk for progression to severe kidney disease; such patients were shown to have microscopic hematuria plus added proteinuria >500 mg/day, or even CKD or kidney failure. When the authors tested this same variant against a separate cohort of 103 patients with TBMN, classified as mildly or severely affected, they failed to show an association [31].

2.6. MYO1E (Non-Muscle Membrane-Associated Class I Myosin)

MYO1E encodes a non-muscle myosin protein located in the cytoplasmic side of the podocyte membrane, which Lennon et al. [32] showed shares common partners in a complex interactome between the collagen IV in the GBM and podocyte cytoskeletal proteins. Lennon et al. reported on a consanguineous Pakistani family with five children. A pathogenic COL4A5 allele carried two variants in cis, which was inherited by two affected siblings, one male and one female, and demonstrated a XLAS phenotype much worse than expected. The male patient presented with nephrotic syndrome and progressed to kidney failure at the age of three years with characteristic EM features. His older sister, who carried the variant heterozygously, progressed to kidney failure by the age of eight years, which is unusual for the XLAS in females. A Next Generation Sequencing (NGS) analysis revealed that both patients were also homozygous for the MYO1E variant p.Thr876Arg, and that the girl was also homozygous for a different MYO1E variant, p.Lys118Glu. Skewed X-inactivation might also have contributed. Disease-causing variants in MYO1E are known to cause a rare hereditary recessive form of focal segmental glomerulosclerosis. It might be more appropriate to describe the situation in this family as digenic inheritance, where two separate, rare inherited nephropathies were co-inherited, thereby exacerbating the phenotype, rather than being a case of XLAS co-inheriting a MYO1E GM. According to the authors, the variants in both genes summate to explain the phenotype better than each one alone. This might be a situation where the limits between GM and digenic inheritance are blurred.

2.7. SYNPO (Synaptopodin)

SYNPO encodes a podocyte actin-associated protein with an important role in maintaining the podocyte foot processes. Although no pathogenic variants in the coding region of SYNPO have been reported in patients with hereditary focal segmental glomerulosclerosis, there are two variants described in the promoter region of SYNPO, upstream of the translation start site, in two patients with focal segmental glomerulosclerosis [57]. Work in mice showed that SYNPO might not be necessary for supporting normal kidney function, but it confers protection to injured podocytes [58]. When Synpo and Col4a5 mutant mice were intercrossed to generate XLAS mouse models lacking synaptopodin, kidney disease was accelerated, with worse outcomes in the following: significantly reduced lifespan, higher levels of albuminuria, glomerulosclerosis and foot process effacement [34]. The authors speculated that this might be related to easier detachment of podocyte foot processes from the GBM and provided evidence of cytoskeletal abnormalities in podocytes. Future studies into a Synpo-driven kidney protection mechanism in AS can potentially determine the potential of Synpo per se as a target for the development of novel therapeutic approaches or whether alternative targets should be sought regarding the podocyte actin cytoskeleton (Table 2).

2.8. Fmn1 (Formin 1)

This gene was shown to be related to albuminuria in humans and in the formation of actin filaments and the microtubule cytoskeleton, modulating the polymerization of linear actin cables. In elegant work in diversity outbred mice, Takemon et al. showed that a variant in Fmn1, p.Glu377Gly, which evidently affects the proper protein function, was associated with reduced albuminuria in mice with XLAS. After the crossing of relevant strains of mice, they obtained animals that expressed either one or both Fmn1 null alleles (disrupted exon 9). They showed that in heterozygous females and males, there was a two-fold reduction in Fmn1 protein levels, and they also had a lower albumin to creatinine ratio at 6-weeks of age. Electron microscopy showed that mice that co-inherited the AS phenotype and one dose of the Fmn1 normal gene had fewer abnormalities with less foot process effacement and fewer protrusions of the podocyte foot processes into the GBM. Therefore, variants abolishing the normal function of this specific gene emerge as having a modifier protective effect [35].

2.9. DDR1 (Discoidin Domain Receptor-1)

DDR1 encodes a collagen receptor tyrosine kinase that can interact with collagen IV as well as with fibrillar collagens that are deposited in fibrotic areas, making it an especially attractive candidate modifier gene in AS. Work originally published by the group of Oliver Gross supports this hypothesis. In the Col4a3−/− autosomal recessive model of AS, they also knocked-out the Ddr1 gene. In doubly knocked-out mice, there was less fibrosis and inflammation, while the mice lived 47% longer compared with AS mice with Ddr1 expression. Kidney function was significantly improved, as evidenced by reduced proteinuria and blood urea nitrogen. These findings highlighted the importance of crosstalk between the podocytes and the GBM through DDR1 receptors. Based on this, it can be assumed that AS patients, who by serendipity co-inherit a DDR1 variant, might manifest a less severe phenotype, and one could consider this gene as a probable therapeutic target [36]. Indeed, a small molecule DDR1 inhibitor was found to preserve kidney function and reduce tissue damage in an AS mouse model [59].
Sannomiya et al. [60] hypothesized a similar role for DDR2, which is homologous to DDR1. They studied mice with the X-linked form of AS and knocked-down Ddr2 using Ddr2-specific allele specific oligonucleotides. This treatment decreased Ddr2 expression but failed to improve proteinuria or decrease the blood urea nitrogen level, nor did it significantly ameliorate the kidney injury, inflammation or fibrosis in AS mice. They concluded that DDR2 may not be critically involved in AS pathology [60].
All candidate GMs reported here are described in Table 1, and a list of gene knockouts/mutants that have been combined with AS mouse models, in addition to those discussed above, are shown in Table 2.
Finally, it is worth mentioning that the specific strain, and the genetic background on which the collagen IV pathogenic variant is established and transmitted in AS mouse models, is of paramount importance in determining the severity of the final phenotype. It is well known that the same Col4a defect on the murine 129X1/SvJ or C3H background manifests a more severe phenotype compared with when it is on the C57BL/6J background [61,62,63] and Deltas C et al., unpublished results]. These observations suggest that many genetic markers are responsible for determining the final phenotype of a specific variant of AS. For a comprehensive review on AS mouse models and their genetic background, see [64].

3. Discussion

We described published works advocating for the modifying role of several variants, avoiding being too critical, as most were published by the authors’ groups. Interested researchers can scrutinize the original works. We understand that some of the data are somewhat weak as the shown associations are not based on sound statistical power (except for the NEPH3 variant) [28] but rather, they represent sporadic incidences with anecdotal evidence in small or larger families. Others are supported by case-control studies with a variable number of participants, familial segregation studies and/or extensive cell culture functional assays. All GMs were identified through a candidate gene approach.
Based on the relevant publications, focal segmental glomerulosclerosis has emerged as a frequent histological finding in kidney biopsy specimens of patients with heterozygous disease-causing COL4A3/A4 variants, including in patients with AS. This has often resulted in misdiagnosis and the provision of erroneous immunosuppressive medications with anticipated negative repercussions [13,14]. Clinically, these patients present with microscopic hematuria and proteinuria and the first-tier approach for examination should be genetic testing for variants in the genes involved in familial microscopic hematuria [8,9,65]. Elegant work by several authors proposed a mechanism of podocyte detachment and depletion in patients with thin GBM or typical AS, thus leading to proteinuria and focal segmental glomerulosclerosis [66,67,68,69].
One can hypothesize that true recessive pathogenic variants, inherited heterozygously in one of many known genes that are associated with persistent proteinuria, do not confer any clinical symptoms; however, when found on the background of another disease which has a different primary genetic cause, they may exacerbate or aggravate the phenotype, acting as true GMs. In case the second co-inherited variant is in a dominant gene causing proteinuria, with complete penetrance, then we are entitled to invoke true digenic inheritance to better explain the full phenotype. It is interesting that, based on available literature, not a single collagen IV variant has been proposed as a modifier, yet, regarding Alport spectrum diseases. The occasions where two variants were identified, one in each of the COL4A3/A4/A5 genes, were interpreted as the result of digenic inheritance with a variable severity, generally considered somewhere in between the true typical AS and heterozygous COL4A3/A4 genotypes [70]. All published modifiers encode podocyte proteins expressed in the glomerular filtration barrier, including the GBM or connected to the cytoskeleton. Amongst the limited number of publications, the NPHS2 gene (podocin) has been verified by several groups as a genuine candidate modifier, because it is a true recessive gene with which heterozygosity is not known to be associated with any noticeable phenotype.
Although there is no evidence for its probable causality, one cannot exclude the potential modifier role of the reduced expression of the collagen IV allele that is inherited from the healthy parent. No experimental results are known that support this hypothesis and it is difficult to perform due to the challenge posed by the need for high quality mRNA, preferably from the kidneys of the patients to accurately assess the level of collagen gene expression.
In several cases, the distinction between a true GM effect and digenic inheritance is blurred. In the absence of a patient carrying only the non-collagen IV variant, it is challenging to predict its effect [22,71]. Another way to look at it, which wishfully removes any potential ambiguity, is that the clinical diagnosis by the attending clinician is clearly attributed to a responsible primary DNA pathogenic variant. However, the full spectrum of the disease symptoms behaves as a multifactorial condition, implicating the primary gene, modifier gene(s) and environmental factors [12,72]. The case at hand is familial microscopic hematuria due to heterozygous disease-causing variants in the COL4A3 or COL4A4 gene, or even the COL4A5 gene (in women), responsible for the X-linked form of AS.
The examples so far point to the rarity of strong variant effects, many more of which may exist in the general population. No studies have been able to demonstrate relatively frequent variants that would aggravate the phenotype of a patient with Alport spectrum nephropathy. There are occasions where the second, co-inherited variant might represent a variant responsible for a related but independent phenotype, while in other situations, it is clear that the second variant is evidently totally neutral on its own (e.g., NPHS2:p.Arg229Gln). Perhaps it would be preferable to expand the GM definition to include variants that enable us to describe the phenotype of the patient better. These could be heterozygously inherited variants in recessive genes, which on their own confer no perceptible phenotype, or hypomorphic variants that may or may not be accompanied with any symptoms, when inherited singly. Examples of hypomorphic variants could be the ones described in the LAMA5 and MYO1E genes.
Another published example pertains to CFHR5 nephropathy, which although it is not an Alport spectrum disease, follows a clinical course very similar to that in patients with TBMN. The MYH9 variant rs11089788 (MYH9:c.-19-5801G>T; 45.42% in gnomAD Aggregated database) was shown in one study [33] to confer a higher risk for severe kidney disease in a cohort of patients with CFHR5 nephropathy/C3 glomerulopathy. All patients were heterozygous for an exon 2-3 duplication in the CFHR5 gene, which encodes a complement activation regulatory protein, highly homologous to the complement factor H (CFH). The same study did not demonstrate a genetic modifier effect in a cohort of TBMN patients [33].
Variants in other genes that are known to have a role in the development and function of podocytes, the GBM and the slit diaphragm, affecting the glomerular filtration barrier, as well as genes regulating inflammatory, fibrotic and ER stress pathways, might be good candidates to look to for potential modifiers. Based on the limited published results, it is evident that many more GMs remain to be discovered. One hopes that some of them may turn to represent pharmacological targets, thereby promoting the discovery of new treatments, either effective enough to stop kidney function decline or at least to delay it significantly, either alone or in combination with approved existing medications.
There are several other monogenic conditions in which the full phenotypic spectrum depends on the contribution of co-inherited GMs. One notable example is cystic fibrosis (CFTR gene), a relatively frequent potentially lethal autosomal recessive disease. With a carrier frequency of about 1/25–30 in the Caucasian population, cystic fibrosis is a pleiotropic disease involving several organs, which is recognized to have a polygenic aetiology, to explain its complete phenotypic continuum. Among many suggested GMs, a validated GM is a variant in the TGFβ1 gene, well-known for its inflammatory and remodeling role, thus exerting an effect on asthma and chronic obstructive pulmonary disease [73].
Finally, it should be mentioned that despite the enthusiasm about the potential role of GMs, other non-genetic factors, including obesity, lifestyle and medication, as well as epigenetic mechanisms, might claim, separately or in combination, a part in determining the clinical phenotype. Future experimental work, supported by deep phenotyping of patients in large cohorts, will enable the unbiased identification of such factors, even of a small effect, on statistical grounds.

4. Conclusions

It is not always known or recognizable as to how the candidate GMs exert their detrimental effect, although a general scenario is depicted in Figure 1. In some cases, the known function of the affected proteins implies that a long slow process is in place, which accentuates the mutant collagen misfunction, thereby exacerbating the phenotype in terms of severity and age at onset. The variants that act as candidate GMs and described here are in proteins that are part of the GBM or the podocyte cytoskeleton, involved in the essential crosstalk. This crosstalk or interaction is impaired to a small but evidently perceptible level, contributing to the phenotype, most times by predisposing to the development of focal segmental glomerulosclerosis on the long follow-up.
It is worth searching for candidate GMs, both because this approach will enable us to identify more genes that contribute to the disease mechanism, and to detect potential targets for treatment with re-purposed or new medications. As these lines are being written, multiple groups may be applying massive parallel sequencing technologies in search for potential GMs in an unbiased and more promising fashion, using well-studied patient cohorts.
Thus far, the limited list of putative GMs, described by exploring the candidate gene approach (Table 1), does not include a recognizable drug target in humans. Also, it is worth suggesting a search for more frequent modifier variants, which will require large enough cohorts of patients with collagen IV nephropathies, through the exploitation of existing or new registries at a European (for example, through the UK Biobank) or even global level. The use of animal approaches, such as diversity outbred mice [35], are not a robust method to be applied by the average laboratory, especially when there is no easy access to an animal house facility and appropriate funding. In the absence of other functional studies, we could combine cohorts of patients with the required statistical power and resolve to genome wide arrays in search for variants associated with the desired phenotype. Especially with regards to familial microscopic hematuria, a very frequent hereditary feature, this would not be impossible under the interest of the International Alport Syndrome Consortium.

Author Contributions

C.D. collected all publications and prepared the first draft. All co-authors read the manuscript and approved its content with minor or major revisions. All authors have read and agreed to the published version of the manuscript.

Funding

C. Deltas is funded by the CY-Biobank, which is an EU Horizon 2020 Research and Innovation Programme under grant agreement no. 857122, the Republic of Cyprus, and the University of Cyprus. In addition, relevant work in his laboratory on CKD genetic modifiers is funded by the European Renal Association-European Dialysis and Transplant Association (ERA-EDTA) Programme/Call: BIOMARKERS OF CKD, and the Cyprus Research and Innovation Foundation, program RESTART 2016–2020/INTEGRATED/0918/0043. Also, this work has been supported (not financially) by the European Reference Network for the European Rare Kidney Disease Reference Network, ERNnet. This ERN is partly co-funded by the European Union within the framework of the Third Health Programme “ERN-2016—Framework Partnership Agreement 2017–2021” (A.R.).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data is available through the original publications.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. De Gregorio, V.; Caparali, E.B.; Shojaei, A.; Ricardo, S.; Barua, M. Alport Syndrome: Clinical Spectrum and Therapeutic Advances. Kidney Med. 2023, 5, 100631. [Google Scholar] [CrossRef] [PubMed]
  2. Flinter, F.A.; Cameron, J.S.; Chantler, C.; Houston, I.; Bobrow, M. Genetics of classic Alport’s syndrome. Lancet 1988, 2, 1005–1007. [Google Scholar] [CrossRef] [PubMed]
  3. Savige, J. Alport syndrome: Its effects on the glomerular filtration barrier and implications for future treatment. J. Physiol. 2014, 592, 4013–4023. [Google Scholar] [CrossRef]
  4. Gross, O.; Kashtan, C.E.; Rheault, M.N.; Flinter, F.; Savige, J.; Miner, J.H.; Torra, R.; Ars, E.; Deltas, C.; Savva, I.; et al. Advances and unmet needs in genetic, basic and clinical science in Alport syndrome: Report from the 2015 International Workshop on Alport Syndrome. Nephrol. Dial. Transplant. 2016, 32, 916–924. [Google Scholar] [CrossRef]
  5. Aypek, H.; Krisp, C.; Lu, S.; Liu, S.; Kylies, D.; Kretz, O.; Wu, G.; Moritz, M.; Amann, K.; Benz, K.; et al. Loss of the collagen IV modifier prolyl 3-hydroxylase 2 causes thin basement membrane nephropathy. J. Clin. Investig. 2022, 132, e147253. [Google Scholar] [CrossRef]
  6. Deltas, C. Thin basement membrane lesion is not only a collagen IV nephropathy: Do not underestimate “decorative” additions to collagens. Kidney Int. 2022, 102, 1203–1205. [Google Scholar] [CrossRef] [PubMed]
  7. Wang, D.; Trevillian, P.; May, S.; Diakumis, P.; Wang, Y.; Colville, D.; Bahlo, M.; Greferath, U.; Fletcher, E.; Young, B.; et al. KCTD1 and Scalp-Ear-Nipple (‘Finlay–Marks’) syndrome may be associated with myopia and Thin basement membrane nephropathy through an effect on the collagen IV α3 and α4 chains. Ophthalmic Genet. 2023, 44, 19–27. [Google Scholar] [CrossRef]
  8. Savige, J.; Lipska-Zietkiewicz, B.S.; Watson, E.; Hertz, J.M.; Deltas, C.; Mari, F.; Hilbert, P.; Plevova, P.; Byers, P.; Cerkauskaite, A.; et al. Guidelines for Genetic Testing and Management of Alport Syndrome. Clin. J. Am. Soc. Nephrol. 2022, 17, 143–154. [Google Scholar] [CrossRef]
  9. Savige, J.; Storey, H.; Watson, E.; Hertz, J.M.; Deltas, C.; Renieri, A.; Mari, F.; Hilbert, P.; Plevova, P.; Byers, P.; et al. Consensus statement on standards and guidelines for the molecular diagnostics of Alport syndrome: Refining the ACMG criteria. Eur. J. Hum. Genet. 2021, 29, 1186–1197. [Google Scholar] [CrossRef]
  10. Matthaiou, A.; Poulli, T.; Deltas, C. Prevalence of clinical, pathological and molecular features of glomerular basement membrane nephropathy caused by COL4A3 or COL4A4 mutations: A systematic review. Clin. Kidney J. 2020, 13, 1025–1036. [Google Scholar] [CrossRef]
  11. Longo, I.; Porcedda, P.; Mari, F.; Giachino, D.; Meloni, I.; Deplano, C.; Brusco, A.; Bosio, M.; Massella, L.; Lavoratti, G.; et al. COL4A3/COL4A4 mutations: From familial hematuria to autosomal-dominant or recessive Alport syndrome. Kidney Int. 2002, 61, 1947–1956. [Google Scholar] [CrossRef] [PubMed]
  12. Deltas, C.; Savva, I.; Voskarides, K.; Papazachariou, L.; Pierides, A. Carriers of Autosomal Recessive Alport Syndrome with Thin Basement Membrane Nephropathy Presenting as Focal Segmental Glomerulosclerosis in Later Life. Nephron 2015, 130, 271–280. [Google Scholar] [CrossRef] [PubMed]
  13. Gast, C.; Pengelly, R.J.; Lyon, M.; Bunyan, D.J.; Seaby, E.G.; Graham, N.; Venkat-Raman, G.; Ennis, S. Collagen (COL4A) mutations are the most frequent mutations underlying adult focal segmental glomerulosclerosis. Nephrol. Dial. Transplant. 2016, 31, 961–970. [Google Scholar] [CrossRef] [PubMed]
  14. Voskarides, K.; Damianou, L.; Neocleous, V.; Zouvani, I.; Christodoulidou, S.; Hadjiconstantinou, V.; Ioannou, K.; Athanasiou, Y.; Patsias, C.; Alexopoulos, E.; et al. COL4A3/COL4A4 mutations producing focal segmental glomerulosclerosis and renal failure in thin basement membrane nephropathy. J. Am. Soc. Nephrol. 2007, 18, 3004–3016. [Google Scholar] [CrossRef]
  15. Becherucci, F.; Landini, S.; Palazzo, V.; Cirillo, L.; Raglianti, V.; Lugli, G.; Tiberi, L.; Dirupo, E.; Bellelli, S.; Mazzierli, T.; et al. A Clinical Workflow for Cost-Saving High-Rate Diagnosis of Genetic Kidney Diseases. J. Am. Soc. Nephrol. 2023, 34, 706–720. [Google Scholar] [CrossRef] [PubMed]
  16. Pierides, A.; Voskarides, K.; Kkolou, M.; Hadjigavriel, M.; Deltas, C. X-linked, COL4A5 hypomorphic Alport mutations such as G624D and P628L may only exhibit thin basement membrane nephropathy with microhematuria and late onset kidney failure. Hippokratia 2013, 17, 207–213. [Google Scholar]
  17. Hadjipanagi, D.; Papagregoriou, G.; Koutsofti, C.; Polydorou, C.; Alivanis, P.; Andrikos, A.; Christodoulidou, S.; Dardamanis, M.; Diamantopoulos, A.A.; Fountoglou, A.; et al. Novel and Founder Pathogenic Variants in X-Linked Alport Syndrome Families in Greece. Genes 2022, 13, 2203. [Google Scholar] [CrossRef]
  18. Gross, O.; Licht, C.; Anders, H.J.; Hoppe, B.; Beck, B.; Tönshoff, B.; Höcker, B.; Wygoda, S.; Ehrich, J.H.; Pape, L.; et al. Early angiotensin-converting enzyme inhibition in Alport syndrome delays renal failure and improves life expectancy. Kidney Int. 2012, 81, 494–501. [Google Scholar] [CrossRef]
  19. Gross, O.; Tonshoff, B.; Weber, L.T.; Pape, L.; Latta, K.; Fehrenbach, H.; Lange-Sperandio, B.; Zappel, H.; Hoyer, P.; Staude, H.; et al. A multicenter, randomized, placebo-controlled, double-blind phase 3 trial with open-arm comparison indicates safety and efficacy of nephroprotective therapy with ramipril in children with Alport’s syndrome. Kidney Int. 2020, 97, 1275–1286. [Google Scholar] [CrossRef]
  20. Yamamura, T.; Horinouchi, T.; Nagano, C.; Omori, T.; Sakakibara, N.; Aoto, Y.; Ishiko, S.; Nakanishi, K.; Shima, Y.; Nagase, H.; et al. Genotype-phenotype correlations influence the response to angiotensin-targeting drugs in Japanese patients with male X-linked Alport syndrome. Kidney Int. 2020, 98, 1605–1614. [Google Scholar] [CrossRef]
  21. Boeckhaus, J.; Hoefele, J.; Riedhammer, K.M.; Nagel, M.; Beck, B.B.; Choi, M.; Gollasch, M.; Bergmann, C.; Sonntag, J.E.; Troesch, V.; et al. Lifelong effect of therapy in young patients with the COL4A5 Alport missense variant p.(Gly624Asp): A prospective cohort study. Nephrol. Dial. Transplant. 2022, 37, 2496–2504. [Google Scholar] [CrossRef] [PubMed]
  22. Deltas, C. Digenic inheritance and genetic modifiers. Clin. Genet. 2018, 93, 429–438. [Google Scholar] [CrossRef] [PubMed]
  23. Tonna, S.; Wang, Y.Y.; Wilson, D.; Rigby, L.; Tabone, T.; Cotton, R.; Savige, J. The R229Q mutation in NPHS2 may predispose to proteinuria in thin-basement-membrane nephropathy. Pediatr. Nephrol. 2008, 23, 2201–2207. [Google Scholar] [CrossRef] [PubMed]
  24. Voskarides, K.; Arsali, M.; Athanasiou, Y.; Elia, A.; Pierides, A.; Deltas, C. Evidence that NPHS2-R229Q predisposes to proteinuria and renal failure in familial hematuria. Pediatr. Nephrol. 2012, 27, 675–679. [Google Scholar] [CrossRef]
  25. Stefanou, C.; Pieri, M.; Savva, I.; Georgiou, G.; Pierides, A.; Voskarides, K.; Deltas, C. Co-Inheritance of Functional Podocin Variants with Heterozygous Collagen IV Mutations Predisposes to Renal Failure. Nephron 2015, 130, 200–212. [Google Scholar] [CrossRef]
  26. Frese, J.; Kettwig, M.; Zappel, H.; Hofer, J.; Gröne, H.-J.; Nagel, M.; Sunder-Plassmann, G.; Kain, R.; Neuweiler, J.; Gross, O. Kidney Injury by Variants in the COL4A5 Gene Aggravated by Polymorphisms in Slit Diaphragm Genes Causes Focal Segmental Glomerulosclerosis. Int. J. Mol. Sci. 2019, 20, 519. [Google Scholar] [CrossRef]
  27. Daga, S.; Fallerini, C.; Furini, S.; Pecoraro, C.; Scolari, F.; Ariani, F.; Bruttini, M.; Mencarelli, M.A.; Mari, F.; Renieri, A.; et al. Non-collagen genes role in digenic Alport syndrome. BMC Nephrol. 2019, 20, 70. [Google Scholar] [CrossRef]
  28. Voskarides, K.; Stefanou, C.; Pieri, M.; Demosthenous, P.; Felekkis, K.; Arsali, M.; Athanasiou, Y.; Xydakis, D.; Stylianou, K.; Daphnis, E.; et al. A functional variant in NEPH3 gene confers high risk of renal failure in primary hematuric glomerulopathies. Evidence for predisposition to microalbuminuria in the general population. PLoS ONE 2017, 12, e0174274. [Google Scholar] [CrossRef]
  29. Voskarides, K.; Papagregoriou, G.; Hadjipanagi, D.; Petrou, I.; Savva, I.; Elia, A.; Athanasiou, Y.; Pastelli, A.; Kkolou, M.; Hadjigavriel, M.; et al. COL4A5 and LAMA5 variants co-inherited in familial hematuria: Digenic inheritance or genetic modifier effect? BMC Nephrol. 2018, 19, 114. [Google Scholar] [CrossRef]
  30. Strasser, K.; Hoefele, J.; Bergmann, C.; Büscher, A.K.; Büscher, R.; Hoyer, P.F.; Weber, S. COL4A5-associated X-linked Alport syndrome in a female patient with early inner ear deafness due to a mutation in MYH9. Nephrol. Dial. Transplant. 2012, 27, 4236–4240. [Google Scholar] [CrossRef]
  31. Papagregoriou, G.; Erguler, K.; Dweep, H.; Voskarides, K.; Koupepidou, P.; Athanasiou, Y.; Pierides, A.; Gretz, N.; Felekkis, K.N.; Deltas, C. A miR-1207-5p Binding Site Polymorphism Abolishes Regulation of HBEGF and Is Associated with Disease Severity in CFHR5 Nephropathy. PLoS ONE 2012, 7, e31021. [Google Scholar] [CrossRef] [PubMed]
  32. Lennon, R.; Stuart, H.M.; Bierzynska, A.; Randles, M.J.; Kerr, B.; Hillman, K.A.; Batra, G.; Campbell, J.; Storey, H.; Flinter, F.A.; et al. Coinheritance of COL4A5 and MYO1E mutations accentuate the severity of kidney disease. Pediatr. Nephrol. 2015, 30, 1459–1465. [Google Scholar] [CrossRef] [PubMed]
  33. Voskarides, K.; Demosthenous, P.; Papazachariou, L.; Arsali, M.; Athanasiou, Y.; Zavros, M.; Stylianou, K.; Xydakis, D.; Daphnis, E.; Gale, D.P.; et al. Epistatic role of the MYH9/APOL1 region on familial hematuria genes. PLoS ONE 2013, 8, e57925. [Google Scholar] [CrossRef] [PubMed]
  34. Ning, L.; Suleiman, H.Y.; Miner, J.H. Synaptopodin deficiency exacerbates kidney disease in a mouse model of Alport syndrome. Am. J. Physiol. Physiol. 2021, 321, F12–F25. [Google Scholar] [CrossRef]
  35. Takemon, Y.; Wright, V.; Davenport, B.; Gatti, D.M.; Sheehan, S.M.; Letson, K.; Savage, H.S.; Lennon, R.; Korstanje, R. Uncovering Modifier Genes of X-Linked Alport Syndrome Using a Novel Multiparent Mouse Model. J. Am. Soc. Nephrol. 2021, 32, 1961–1973. [Google Scholar] [CrossRef]
  36. Gross, O.; Girgert, R.; Beirowski, B.; Kretzler, M.; Kang, H.G.; Kruegel, J.; Miosge, N.; Busse, A.C.; Segerer, S.; Vogel, W.F.; et al. Loss of collagen-receptor DDR1 delays renal fibrosis in hereditary type IV collagen disease. Matrix Biol. 2010, 29, 346–356. [Google Scholar] [CrossRef]
  37. Jarad, G.; Knutsen, R.H.; Mecham, R.P.; Miner, J.H. Albumin contributes to kidney disease progression in Alport syndrome. Am. J. Physiol. Physiol. 2016, 311, F120–F130. [Google Scholar] [CrossRef]
  38. Cosgrove, D.; Rodgers, K.; Meehan, D.; Miller, C.; Bovard, K.; Gilroy, A.; Gardner, H.; Kotelianski, V.; Gotwals, P.; Amatucci, A.; et al. Integrin alpha1beta1 and transforming growth factor-beta1 play distinct roles in alport glomerular pathogenesis and serve as dual targets for metabolic therapy. Am. J. Pathol. 2000, 157, 1649–1659. [Google Scholar] [CrossRef]
  39. Rubel, D.; Frese, J.; Martin, M.; Leibnitz, A.; Girgert, R.; Miosge, N.; Eckes, B.; Müller, G.-A.; Gross, O. Collagen receptors integrin alpha2beta1 and discoidin domain receptor 1 regulate maturation of the glomerular basement membrane and loss of integrin alpha2beta1 delays kidney fibrosis in COL4A3 knockout mice. Matrix Biol. 2014, 34, 13–21. [Google Scholar] [CrossRef]
  40. Hahm, K.; Lukashev, M.E.; Luo, Y.; Yang, W.J.; Dolinski, B.M.; Weinreb, P.H.; Simon, K.J.; Wang, L.C.; Leone, D.R.; Lobb, R.R.; et al. Alphav beta6 integrin regulates renal fibrosis and inflammation in Alport mouse. Am. J. Pathol. 2007, 170, 110–125. [Google Scholar] [CrossRef]
  41. Funk, S.D.; Bayer, R.H.; Malone, A.F.; McKee, K.K.; Yurchenco, P.D.; Miner, J.H. Pathogenicity of a Human Laminin beta2 Mutation Revealed in Models of Alport Syndrome. J. Am. Soc. Nephrol. 2018, 29, 949–960. [Google Scholar] [CrossRef]
  42. Andrews, K.L.; Betsuyaku, T.; Rogers, S.; Shipley, J.M.; Senior, R.M.; Miner, J.H. Gelatinase B (MMP-9) Is Not Essential in the Normal Kidney and Does Not Influence Progression of Renal Disease in a Mouse Model of Alport Syndrome. Am. J. Pathol. 2000, 157, 303–311. [Google Scholar] [CrossRef]
  43. Ding, W.; Yousefi, K.; Goncalves, S.; Goldstein, B.J.; Sabater, A.L.; Kloosterboer, A.; Ritter, P.; Lambert, G.; Mendez, A.J.; Shehadeh, L.A. Osteopontin deficiency ameliorates Alport pathology by preventing tubular metabolic deficits. JCI Insight 2018, 3, e94818. [Google Scholar] [CrossRef]
  44. Fukuda, R.; Suico, M.A.; Kai, Y.; Omachi, K.; Motomura, K.; Koga, T.; Komohara, Y.; Koyama, K.; Yokota, T.; Taura, M.; et al. Podocyte p53 Limits the Severity of Experimental Alport Syndrome. J. Am. Soc. Nephrol. 2016, 27, 144–157. [Google Scholar] [CrossRef]
  45. Tanaka, M.; Asada, M.; Higashi, A.Y.; Nakamura, J.; Oguchi, A.; Tomita, M.; Yamada, S.; Asada, N.; Takase, M.; Okuda, T.; et al. Loss of the BMP antagonist USAG-1 ameliorates disease in a mouse model of the progressive hereditary kidney disease Alport syndrome. J. Clin. Investig. 2010, 120, 768–777. [Google Scholar] [CrossRef] [PubMed]
  46. Boute, N.; Gribouval, O.; Roselli, S.; Benessy, F.; Lee, H.; Fuchshuber, A.; Dahan, K.; Gubler, M.-C.; Niaudet, P.; Antignac, C. Faculty Opinions recommendation of NPHS2, encoding the glomerular protein podocin, is mutated in autosomal recessive steroid-resistant nephrotic syndrome. Nat. Genet. 2000, 24, 349–354. [Google Scholar] [CrossRef] [PubMed]
  47. Roselli, S.; Gribouval, O.; Boute, N.; Sich, M.; Benessy, F.; Attié, T.; Gubler, M.-C.; Antignac, C. Podocin Localizes in the Kidney to the Slit Diaphragm Area. Am. J. Pathol. 2002, 160, 131–139. [Google Scholar] [CrossRef] [PubMed]
  48. Gale, D.P.; de Jorge, E.G.; Cook, H.T.; Martinez-Barricarte, R.; Hadjisavvas, A.; McLean, A.G.; Pusey, C.D.; Pierides, A.; Kyriacou, K.; Athanasiou, Y.; et al. Identification of a mutation in complement factor H-related protein 5 in patients of Cypriot origin with glomerulonephritis. Lancet 2010, 376, 794–801. [Google Scholar] [CrossRef]
  49. Deltas, C.; Gale, D.; Cook, T.; Voskarides, K.; Athanasiou, Y.; Pierides, A. C3 glomerulonephritis/CFHR5 nephropathy is an endemic disease in Cyprus: Clinical and molecular findings in 21 families. Complement Ther. 2013, 735, 189–196. [Google Scholar] [CrossRef]
  50. Jones, L.K.; Lam, R.; McKee, K.K.; Aleksandrova, M.; Dowling, J.; Alexander, S.I.; Mallawaarachchi, A.; Cottle, D.L.; Short, K.M.; Pais, L.; et al. A mutation affecting laminin alpha 5 polymerisation gives rise to a syndromic developmental disorder. Development 2020, 147, dev189183. [Google Scholar] [CrossRef]
  51. Taniguchi, Y.; Nagano, C.; Sekiguchi, K.; Tashiro, A.; Sugawara, N.; Sakaguchi, H.; Umeda, C.; Aoto, Y.; Ishiko, S.; Rossanti, R.; et al. Clear Evidence of LAMA5 Gene Biallelic Truncating Variants Causing Infantile Nephrotic Syndrome. Kidney360 2021, 2, 1968–1978. [Google Scholar] [CrossRef] [PubMed]
  52. Richards, S.; Aziz, N.; Bale, S.; Bick, D.; Das, S.; Gastier-Foster, J.; Grody, W.W.; Hegde, M.; Lyon, E.; Spector, E.; et al. Standards and guidelines for the interpretation of sequence variants: A joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology. Anesthesia Analg. 2015, 17, 405–424. [Google Scholar] [CrossRef] [PubMed]
  53. Pierides, A.; Voskarides, K.; Athanasiou, Y.; Ioannou, K.; Damianou, L.; Arsali, M.; Zavros, M.; Pierides, M.; Vargemezis, V.; Patsias, C.; et al. Clinico-pathological correlations in 127 patients in 11 large pedigrees, segregating one of three heterozygous mutations in the COL4A3/ COL4A4 genes associated with familial haematuria and significant late progression to proteinuria and chronic kidney disease from focal segmental glomerulosclerosis. Nephrol. Dial. Transplant. 2009, 24, 2721–2729. [Google Scholar] [PubMed]
  54. Sevillano, A.M.; Gutierrez, E.; Morales, E.; Hernandez, E.; Molina, M.; Gonzalez, E.; Praga, M. Multiple kidney cysts in thin basement membrane disease with proteinuria and kidney function impairment. Clin. Kidney J. 2014, 7, 251–256. [Google Scholar] [CrossRef]
  55. Shannon, M.B.; Patton, B.L.; Harvey, S.J.; Miner, J.H. A Hypomorphic Mutation in the Mouse Laminin α5 Gene Causes Polycystic Kidney Disease. J. Am. Soc. Nephrol. 2006, 17, 1913–1922. [Google Scholar] [CrossRef]
  56. Pecci, A.; Ma, X.; Savoia, A.; Adelstein, R.S. MYH9: Structure, functions and role of non-muscle myosin IIA in human disease. Gene 2018, 664, 152–167. [Google Scholar] [CrossRef]
  57. Dai, S.; Wang, Z.; Pan, X.; Wang, W.; Chen, X.; Ren, H.; Hao, C.; Bin Han, B.; Chen, N. Functional analysis of promoter mutations in the ACTN4 and SYNPO genes in focal segmental glomerulosclerosis. Nephrol. Dial. Transplant. 2010, 25, 824–835. [Google Scholar] [CrossRef]
  58. Ning, L.; Suleiman, H.Y.; Miner, J.H. Synaptopodin Is Dispensable for Normal Podocyte Homeostasis but Is Protective in the Context of Acute Podocyte Injury. J. Am. Soc. Nephrol. 2020, 31, 2815–2832. [Google Scholar] [CrossRef]
  59. Richter, H.; Satz, A.L.; Bedoucha, M.; Buettelmann, B.; Petersen, A.C.; Harmeier, A.; Hermosilla, R.; Hochstrasser, R.; Burger, D.; Gsell, B.; et al. DNA-Encoded Library-Derived DDR1 Inhibitor Prevents Fibrosis and Renal Function Loss in a Genetic Mouse Model of Alport Syndrome. ACS Chem. Biol. 2019, 14, 37–49. [Google Scholar] [CrossRef]
  60. Sannomiya, Y.; Kaseda, S.; Kamura, M.; Yamamoto, H.; Yamada, H.; Inamoto, M.; Kuwazuru, J.; Niino, S.; Shuto, T.; Suico, M.A.; et al. The role of discoidin domain receptor 2 in the renal dysfunction of alport syndrome mouse model. Ren. Fail. 2021, 43, 510–519. [Google Scholar] [CrossRef]
  61. Falcone, S.; Wisby, L.; Nicol, T.; Blease, A.; Starbuck, B.; Parker, A.; Sanderson, J.; Brown, S.D.M.; Scudamore, C.L.; Pusey, C.D.; et al. Modification of an aggressive model of Alport Syndrome reveals early differences in disease pathogenesis due to genetic background. Sci. Rep. 2019, 9, 20398. [Google Scholar] [CrossRef] [PubMed]
  62. Kang, J.S.; Wang, X.P.; Miner, J.H.; Morello, R.; Sado, Y.; Abrahamson, D.R.; Borza, D.B. Loss of alpha3/alpha4(IV) collagen from the glomerular basement membrane induces a strain-dependent isoform switch to alpha5alpha6(IV) collagen associated with longer renal survival in Col4a3−/− Alport mice. J. Am. Soc. Nephrol. 2006, 17, 1962–1969. [Google Scholar] [CrossRef] [PubMed]
  63. Andrews, K.L.; Mudd, J.L.; Li, C.; Miner, J.H. Quantitative Trait Loci Influence Renal Disease Progression in a Mouse Model of Alport Syndrome. Am. J. Pathol. 2002, 160, 721–730. [Google Scholar] [CrossRef] [PubMed]
  64. Nikolaou, S.; Deltas, C. A Comparative Presentation of Mouse Models That Recapitulate Most Features of Alport Syndrome. Genes 2022, 13, 1893. [Google Scholar] [CrossRef]
  65. Deltas, C.; Pierides, A.; Voskarides, K. Molecular genetics of familial hematuric diseases. Nephrol. Dial. Transplant. 2013, 28, 2946–2960. [Google Scholar] [CrossRef]
  66. Voskarides, K.; Pierides, A.; Deltas, C. COL4A3/COL4A4 mutations link familial hematuria and focal segmental glomerulosclerosis. glomerular epithelium destruction via basement membrane thinning? Connect. Tissue Res. 2008, 49, 283–288. [Google Scholar] [CrossRef]
  67. Wickman, L.; Hodgin, J.B.; Wang, S.Q.; Afshinnia, F.; Kershaw, D.; Wiggins, R.C. Podocyte Depletion in Thin GBM and Alport Syndrome. PLoS ONE 2016, 11, e0155255. [Google Scholar] [CrossRef]
  68. Ding, F.; Wickman, L.; Wang, S.Q.; Zhang, Y.; Wang, F.; Afshinnia, F.; Hodgin, J.; Ding, J.; Wiggins, R.C. Accelerated podocyte detachment and progressive podocyte loss from glomeruli with age in Alport Syndrome. Kidney Int. 2017, 92, 1515–1525. [Google Scholar] [CrossRef]
  69. Nishizono, R.; Kikuchi, M.; Wang, S.Q.; Chowdhury, M.; Nair, V.; Hartman, J.; Fukuda, A.; Wickman, L.; Hodgin, J.B.; Bitzer, M.; et al. FSGS as an Adaptive Response to Growth-Induced Podocyte Stress. J. Am. Soc. Nephrol. 2017, 28, 2931–2945. [Google Scholar] [CrossRef]
  70. Mencarelli, M.A.; Heidet, L.; Storey, H.; van Geel, M.; Knebelmann, B.; Fallerini, C.; Miglietti, N.; Antonucci, M.F.; Cetta, F.; Sayer, J.A.; et al. Faculty Opinions recommendation of Evidence of digenic inheritance in Alport syndrome. J. Med. Genet. 2015, 52, 163–174. [Google Scholar] [CrossRef]
  71. Schäffer, A.A. Digenic inheritance in medical genetics. J. Med. Genet. 2013, 50, 641–652. [Google Scholar] [CrossRef] [PubMed]
  72. Deltas, C. Thin basement membrane nephropathy: Is there genetic predisposition to more severe disease? Pediatr. Nephrol. 2009, 24, 877–879. [Google Scholar] [CrossRef] [PubMed]
  73. Gallati, S. Disease-modifying genes and monogenic disorders: Experience in cystic fibrosis. Appl. Clin. Genet. 2014, 7, 133–146. [Google Scholar] [CrossRef] [PubMed]
Genes 14 01686 g001
Figure 1. Schematic representation of the hypothesized modifier role of co-inherited DNA variants in patients who present with a more severe phenotype of the collagen IV nephropathy than normally anticipated. (The upper scenario) depicts the situation where the putative modifier on its own is absolutely benign, or hypomorphic, not conferring any symptom or disease feature (e.g., heterozygous NPHS2:p.Arg229Gln). (The lower scenario) depicts the situation where the putative modifier is accompanied with some features, usually very mild, and together, the primary disease-causing variant and the modifier better explain the clinical picture of the patient than each one alone. It is also understood that more than one candidate for genetic modifiers might co-exist, thereby recapitulating a situation where the full phenotype is the result of oligogenic inheritance. A variation of these scenarios is when the co-inherited genetic modifier is in a homozygous state (see the case of MYO1E variants described here) [32]. The red asterisk depicts the genetic variant, either the primary COL4A pathogenic variant or the genetic modifier.
Figure 1. Schematic representation of the hypothesized modifier role of co-inherited DNA variants in patients who present with a more severe phenotype of the collagen IV nephropathy than normally anticipated. (The upper scenario) depicts the situation where the putative modifier on its own is absolutely benign, or hypomorphic, not conferring any symptom or disease feature (e.g., heterozygous NPHS2:p.Arg229Gln). (The lower scenario) depicts the situation where the putative modifier is accompanied with some features, usually very mild, and together, the primary disease-causing variant and the modifier better explain the clinical picture of the patient than each one alone. It is also understood that more than one candidate for genetic modifiers might co-exist, thereby recapitulating a situation where the full phenotype is the result of oligogenic inheritance. A variation of these scenarios is when the co-inherited genetic modifier is in a homozygous state (see the case of MYO1E variants described here) [32]. The red asterisk depicts the genetic variant, either the primary COL4A pathogenic variant or the genetic modifier.
Genes 14 01686 g001
Table 1. Putative genetic modifiers published previously in patients with inherited microscopic hematurias, including Alport Syndrome. Variants aggravating CFHR5 nephropathy/C3 glomerulopathy are also included. Although CFHR5 nephropathy is a complement disorder with a different pathomechanism, and is not part of Alport spectrum diseases, it follows a clinical course very similar to thin basement membrane nephropathy. Patients with CFHR5 nephropathy were examined in mixed cohorts with patients inheriting thin basement membrane nephropathy. The references with asterisks (*) also provide cell culture functional data. a Minor Allele Frequency (MAF) among 1000 Exomes of the Cypriot general population, CYPROME.
Table 1. Putative genetic modifiers published previously in patients with inherited microscopic hematurias, including Alport Syndrome. Variants aggravating CFHR5 nephropathy/C3 glomerulopathy are also included. Although CFHR5 nephropathy is a complement disorder with a different pathomechanism, and is not part of Alport spectrum diseases, it follows a clinical course very similar to thin basement membrane nephropathy. Patients with CFHR5 nephropathy were examined in mixed cohorts with patients inheriting thin basement membrane nephropathy. The references with asterisks (*) also provide cell culture functional data. a Minor Allele Frequency (MAF) among 1000 Exomes of the Cypriot general population, CYPROME.
Primary Gene DefectCo-Inherited Likely Modifier Gene Variant(s)MAF (gnomAD)MAF (CYPROME) aCommentsReference
COL4A3NPHS2:p.Arg229Gln (rs61747728)0.030250.0166Tested in a cohort of patients carrying several pathogenic variants and in functional studies in cell culture[23,24,25,26,27] *
COL4A3NPHS2:p.Glu237Gln (rs146906190)0.00073700.0055Tested in families and functional studies in cell culture[25] *
COL4A5NPHS1:p.Arg408Gln (rs33950747)0.048590.0151Tested in families[26]
COL4A4:c.1109G>A p.Gly370Glu (rs779604374)LAMA5:c.5149C>T, p.His1717Tyr (rs875379)0.071860.1039Tested in a family that the authors diagnosed with ADAS[27]
COL4A5:c.3319G>A p.Gly1107Arg (rs104886225)LAMA5:c.9388C>T, p.His3130Tyr (rs201154340)0.00012000.0005Tested in a family with XLAS
COL4A4:c.4444del p.Leu1482Trpfs*70 (NM_000092.5)LAMA5:c.2321C>T, p.Thr774Ile (rs145721906), co-inherited with NPHS2:c.686G>A, p.Arg229Gln (rs61747728)0.001418
0.03025		0.004
0.016		Tested in a family that the authors diagnosed with ADAS
COL4A3 and COL4A4NEPH3:p.Val353Met (rs35423326)0.028630.0306Tested in a large cohort of patients carrying several pathogenic variants and in cohorts of the general population. Also, tested with extensive cell culture assays.[28] *
COL4A5LAMA5:p.Pro1243Leu (rs756101090)0.00004538Not detectedTested in a family segregating XLAS[29]
COL4A5:c.2605G>A, p.Gly869Arg (rs104886189)MYH9:c.4952T>G; p.Met1651Arg (NM_002473.6)Not detected?Not detectedFound in one female patient[30]
CFHR5HBEGF (Heparin Binding Epidermal Growth Factor)
SNP C1936T in the 3′-UTR of HBEGF, 2nd position of seed region of miRNA hsa-miR-1207-5p
c.*1006C>T (rs13385) The asterik denotes that the position is 1006 nucleotides past the translation STOP codon		0.1988Information Not availableTested in patients with CFHR5 nephropathy/C3 glomerulopathy, due to a founder CFHR5 exon 2-3 duplication. Also tested in cell culture functional studies.[31] *
COL4A5:c.2858G>T; p.(Gly953Val) (rs78972735) AND
in cis c.3097G>C; p.(Gly1033Arg) (NM_033380.3)		MYO1E:c.352A>G; p.(Lys118Glu) (NM_004998.4) Homozygous
MYO1E:c.2627C>G; p.(Thr876Arg) (rs147596471) Homozygous		Not detected?Not detected
0.0010		Found in a brother and sister in a family segregating XLAS[32]
COL4A and CFHR5MYH9:c.-19-5801G>T (rs11089788) 0.4604Information Not availableTested in a cohort of patients carrying several COL4A variants or the CFHR5 exon 2-3 duplication[33]
Table 2. Summary of potential genetic modifiers published previously, which report on mouse models with Alport Syndrome, with one additional mutated gene.
Table 2. Summary of potential genetic modifiers published previously, which report on mouse models with Alport Syndrome, with one additional mutated gene.
Potential Modifier Gene (Knocked-Out or Heterozygous Mutant)Impact on Kidney Disease ProgressionReference
SYNPO (Synaptopodin)Accelerated kidney disease progression due to podocyte cytoskeletal defects and easier detachment from the GBM[34]
Fmn1 (Formin 1)Fmn1 heterozygosity reduced albuminuria, podocyte foot process efffacement and podocyte protrusions into the GBM[35]
Ddr1 (Discoidin Domain Receptor-1)Slowed kidney disease progression; extended lifespan[36]
Alb (Albumin)Reduced glomerular and tubulointerstitial pathology and increased lifespan by 64% on the C57BL/6J background[37]
Itga1 (Integrin α1)Delayed onset of proteinuria and preservation of podocyte foot process architecture. Inhibiting TGF activity or expression synergized with Itga1 knockout to further slow kidney disease progression.[38]
Itga2 (Integrin α2)Delayed glomerulosclerosis and tubulointerstitial fibrosis, reduced proteinuria, improved GBM architecture, increased lifespan by 20%.[39]
Itgb6 (integrin β6)Decreased renal fibrosis and smooth muscle actin+ cells, consistent with reduced TGFb expression[40]
Lamb2 (laminin β2) null and p.S83R mutationsWorsened kidney disease progression[41]
Mmp9 (Matrix metalloproteinase 9)No discernible impact on kidney disease progression or GBM architecture[42]
Spp1 (Osteopontin/OPN)Reduced proteinuria, high blood pressure and GBM thickening and increaased lifespan[43]
Trp53 (p53); podocyte-specific mutationIncreased foot process effacement and renal dysfunction[44]
Usag1 (Uterine-sensitization-associated gene 1)Attenuation of disease progression, normalization of GBM ultrastructure, preservation of renal function and extension of life span[45]
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Deltas, C.; Papagregoriou, G.; Louka, S.F.; Malatras, A.; Flinter, F.; Gale, D.P.; Gear, S.; Gross, O.; Hoefele, J.; Lennon, R.; et al. Genetic Modifiers of Mendelian Monogenic Collagen IV Nephropathies in Humans and Mice. Genes 2023, 14, 1686. https://doi.org/10.3390/genes14091686

AMA Style

Deltas C, Papagregoriou G, Louka SF, Malatras A, Flinter F, Gale DP, Gear S, Gross O, Hoefele J, Lennon R, et al. Genetic Modifiers of Mendelian Monogenic Collagen IV Nephropathies in Humans and Mice. Genes. 2023; 14(9):1686. https://doi.org/10.3390/genes14091686

Chicago/Turabian Style

Deltas, Constantinos, Gregory Papagregoriou, Stavroula F. Louka, Apostolos Malatras, Frances Flinter, Daniel P. Gale, Susie Gear, Oliver Gross, Julia Hoefele, Rachel Lennon, and et al. 2023. "Genetic Modifiers of Mendelian Monogenic Collagen IV Nephropathies in Humans and Mice" Genes 14, no. 9: 1686. https://doi.org/10.3390/genes14091686

APA Style

Deltas, C., Papagregoriou, G., Louka, S. F., Malatras, A., Flinter, F., Gale, D. P., Gear, S., Gross, O., Hoefele, J., Lennon, R., Miner, J. H., Renieri, A., Savige, J., & Turner, A. N. (2023). Genetic Modifiers of Mendelian Monogenic Collagen IV Nephropathies in Humans and Mice. Genes, 14(9), 1686. https://doi.org/10.3390/genes14091686

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