Literature DB >> 20573748

Homozygous mutations in NEUROD1 are responsible for a novel syndrome of permanent neonatal diabetes and neurological abnormalities.

Oscar Rubio-Cabezas1, Jayne A L Minton, Iren Kantor, Denise Williams, Sian Ellard, Andrew T Hattersley.   

Abstract

OBJECTIVE: NEUROD1 is expressed in both developing and mature beta-cells. Studies in mice suggest that this basic helix-loop-helix transcription factor is critical in the development of endocrine cell lineage. Heterozygous mutations have previously been identified as a rare cause of maturity-onset diabetes of the young (MODY). We aimed to explore the potential contribution of NEUROD1 mutations in patients with permanent neonatal diabetes. RESEARCH DESIGN AND METHODS: We sequenced the NEUROD1 gene in 44 unrelated patients with permanent neonatal diabetes of unknown genetic etiology.
RESULTS: Two homozygous mutations in NEUROD1 (c.427_ 428del and c.364dupG) were identified in two patients. Both mutations introduced a frameshift that would be predicted to generate a truncated protein completely lacking the activating domain. Both patients had permanent diabetes diagnosed in the first 2 months of life with no evidence of exocrine pancreatic dysfunction and a morphologically normal pancreas on abdominal imaging. In addition to diabetes, they had learning difficulties, severe cerebellar hypoplasia, profound sensorineural deafness, and visual impairment due to severe myopia and retinal dystrophy.
CONCLUSIONS: We describe a novel clinical syndrome that results from homozygous loss of function mutations in NEUROD1. It is characterized by permanent neonatal diabetes and a consistent pattern of neurological abnormalities including cerebellar hypoplasia, learning difficulties, sensorineural deafness, and visual impairment. This syndrome highlights the critical role of NEUROD1 in both the development of the endocrine pancreas and the central nervous system in humans.

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Year:  2010        PMID: 20573748      PMCID: PMC2927956          DOI: 10.2337/db10-0011

Source DB:  PubMed          Journal:  Diabetes        ISSN: 0012-1797            Impact factor:   9.461


Monogenic permanent neonatal diabetes (PNDM) is typically diagnosed within the first 6 months of birth in contrast to polygenic autoimmune type 1 diabetes, which is usually diagnosed later in childhood or in young adults (1,2). PNDM is both phenotypically and genetically heterogeneous. Most patients present with isolated diabetes, but in some cases diabetes appears in the context of a more complex multisystemic syndrome. Dominant mutations in three genes (KCNJ11, ABCC8, and INS) are the cause of PNDM in ∼50% of cases, and in the majority diabetes is an isolated finding (3,4). Recessive mutations, autosomal or X-linked, have been described in 10 genes (ABCC8, GCK, EIF2AK3, FOXP3, IPF1, PTF1A, GLIS3, SLC2A2, SCL19A2, and WFS1). These are rare and often result in extrapancreatic features in addition to neonatal diabetes (3). The genetic cause remains unknown in up to 40% of patients with PNDM (4). From a pathogenetic perspective, a number of different mechanisms can lead to PNDM. Firstly, β-cells may be present but not functional as in patients with activating mutations in KCNJ11 and ABCC8, the genes encoding the two subunits of the ATP-sensitive K+ channel (Kir6.2 and SUR1, respectively). Secondly, the number of β-cells may be reduced due to an increased destruction, either by apoptosis (INS and EIF2AK3) or as a consequence of an autoimmune insult (FOXP3). Finally, there may be a reduced number of β-cells as a result of impaired pancreatic development, affecting either the whole pancreas (IPF1 and PTF1A) or endocrine cells (GLIS3) specifically (3). Pancreatic development is coordinated by a complex interplay of signaling pathways and transcription factors that determine early pancreatic specification as well as the later differentiation of exocrine and endocrine lineages (5,6). The basic helix-loop-helix (bHLH) transcription factor NEUROD1 (also known as BETA2) plays an important role in the development of the endocrine pancreas. NEUROD1 expression, along with NEUROG3 and INSM1, specifies the endocrine lineage (7). Neurod1−/− mice fail to develop mature islets, leading to ketosis-prone diabetes and death within the first few days of life (8). Heterozygous loss-of-function mutations in NEUROD1 have previously been identified as a very rare cause of maturity-onset diabetes of the young (MODY) and late-onset diabetes in humans, with only five families reported to date (9–12). We assessed the role of NEUROD1 in PNDM and describe two unrelated probands with homozygous truncating NEUROD1 mutations who have PNDM and similar neurological abnormalities.

RESEARCH DESIGN AND METHODS

This study was conducted in accordance with the Declaration of Helsinki. The study protocol was approved by the local ethics committee, and written informed consent was obtained from the parents or guardians of each patient.

Study population.

We studied 44 probands with PNDM diagnosed before 6 months of age, who had been referred to the Molecular Genetics Laboratory at the Peninsula Medical School in Exeter, U.K.. Mutations in KCNJ11, ABCC8, INS, and GCK had been excluded. The relevant clinical information was obtained from the medical records.

NEUROD1 gene analysis.

Genomic DNA was extracted from peripheral leukocytes using standard procedures. The single coding exon of NEUROD1 was PCR amplified in three overlapping fragments using specific primers for each amplicon tagged with 5′ M13 tails to allow sequencing to be performed with a universal M13 primer (primers and conditions available upon request). Single-strand sequencing was carried out using standard methods on an ABI 3730 sequencer (Applied Biosystems, Warrington, U.K.). Sequences were compared with the published template (accession no. NM_002500) using Mutation Surveyor (version 3.20; SoftGenetics). Sequence variants were tested for their presence in family members whenever DNA was available.

Homozygosity mapping.

High-density single nucleotide polymorphism (SNP) genotyping was carried out on the Affymetrix human 10K Xba chip by Medical Solutions Nottingham (formerly GeneService) (Nottingham, U.K.). Processing of genomic DNA was performed in accordance with the Affymetrix protocol. In-house Perl scripts were developed to automatically identify genomic homozygous segments, defined by at least 20 consecutive homozygous SNPs marking a region that exceeded 3 cM (13).

RESULTS

Molecular genetics.

Two novel homozygous mutations in NEUROD1, a single base pair duplication (c.364dupG) and a two-base pair CT deletion (c.427_428del), were identified in two unrelated probands. Both mutations result in a frameshift and a premature truncation of the C terminus of the expressed protein (p.Asp122Glyfs*12 and p.Leu143Alafs*55, respectively), leading to mutated proteins completely lacking the transactivation domain (Fig. 1). These mutations had not been previously documented and were not present in 200 alleles from healthy unrelated individuals. No mutations were identified in the remaining 42 patients.
FIG. 1.

Schematic organization of NEUROD1 protein and effect of the two mutations on its structure. Numbers refer to the amino acids bordering the functional domains. Both mutations result in the generation of a truncated protein lacking the transactivation domain. The abnormal protein sequence between the frameshift and the termination codon is colored in gray.

Schematic organization of NEUROD1 protein and effect of the two mutations on its structure. Numbers refer to the amino acids bordering the functional domains. Both mutations result in the generation of a truncated protein lacking the transactivation domain. The abnormal protein sequence between the frameshift and the termination codon is colored in gray. The two homozygous probands inherited the mutation from their heterozygous parents (Fig. 2). In family A with the c.364dupG mutation, parents were known to be first cousins and, consistent with parental consanguinity, SNP genotyping analysis of the proband revealed a total genomic homozygosity value of 6.0% (13). The mutation-containing homozygous segment was the largest homozygous segment (46.6-Mb long) and spanned 2q31.1–2q36.1 delimited by the SNPs rs726032 to rs724149. In contrast, in family B, the parents of the patient with the homozygous c.427_428del mutation were not known to be related and, in keeping with this, total genomic homozygosity value was very low (0.3%). However, the mutation in both parents was inherited on an extended haplotype of 10.4 Mb between positions Chr2q31.1–32.1 (SNPs rs2884471rs722385), suggesting that the mutation arose from a single common ancestor.
FIG. 2.

Extended pedigrees of the two families showing inheritance of NEUROD1 mutations (family A, c.364dupG [A]; family B, c427_428del [B]). Genotype is shown underneath each symbol; M and N denote mutant and wild-type alleles, respectively. Directly below the genotype is the age of the individual at testing or the age at diagnosis of diabetes if diabetic, followed by the most recent treatment for diabetes. Subjects who were genotyped were tested for diabetes. Squares represent male family members, and circles represent female subjects. Black-filled symbols denote patients with neonatal diabetes, and gray-filled symbols represent patients with later-onset diabetes. A dash denotes information not applicable or not available. An arrow denotes the proband in each family. OHA, oral hypoglycemic agents.

Extended pedigrees of the two families showing inheritance of NEUROD1 mutations (family A, c.364dupG [A]; family B, c427_428del [B]). Genotype is shown underneath each symbol; M and N denote mutant and wild-type alleles, respectively. Directly below the genotype is the age of the individual at testing or the age at diagnosis of diabetes if diabetic, followed by the most recent treatment for diabetes. Subjects who were genotyped were tested for diabetes. Squares represent male family members, and circles represent female subjects. Black-filled symbols denote patients with neonatal diabetes, and gray-filled symbols represent patients with later-onset diabetes. A dash denotes information not applicable or not available. An arrow denotes the proband in each family. OHA, oral hypoglycemic agents.

Clinical features.

The two probands were diagnosed with permanent diabetes within the first 2 months of life and had presented with intrauterine growth retardation (birth weights 1,490 and 2,230 g at 34 and 38 weeks of gestation, respectively), reflecting reduced insulin secretion in utero. They had no evidence of pancreatic exocrine dysfunction and normal pancreatic size on abdominal scanning (see supplementary information, available in an online appendix [http://diabetes.diabetesjournals.org/cgi/content/full/db10-0011/DC1]). In addition to diabetes, they presented with a similar pattern of neurological abnormalities including moderate-to-severe developmental delay, profound sensorineural deafness, and visual impairment due to myopia and diffuse retinal dystrophy. Brain magnetic resonance imaging scans showed severe cerebellar hypoplasia with no other major intracranial abnormalities (Fig. 3 and supplementary information). A more detailed clinical description is given in Table 1.
FIG. 3.

Magnetic resonance imaging of the brain in a proband from family A demonstrating the typical neuroimaging findings of NEUROD1-PNDM. A: Sagittal T1-weighted image. B: Coronal T2-weighted image. There is significant cerebellar hypoplasia, particularly of cerebellar vermis inferiorly. Unusually, the posterior fossa is well formed. Supratentorial midline structures and myelination are normal.

TABLE 1

Clinical features of the two patients with homozygous NEUROD1 mutations

Case A (c0.364dupG)Case B (c0.427_428del)
SexFemaleFemale
Country of originPakistanHungary
Parental consanguinityYes (first cousins)No
Birth information
    Gestational age (weeks)3438
    Birth weight (g)1,4902,230
    Birth weight (SDS)−2.06−1.92
Diabetes
    Age at diagnosis (weeks)84
    Blood glucose (mmol/l)31.824.0
    KetosisYesNo
    C-peptideN/AUndetectable
    Exocrine functionNormalNormal
    Pancreas sizeNormal (MRI scan)Normal (CT scan)
    Current insulin dose (units · kg−1 · day−1)1.1Not known
Neurological features
    Developmental delayYesYes
    Cerebellar hypoplasiaSevere cerebellar hypoplasia on MRISevere cerebellar hypoplasia on MRI
    Sensori-neural deafnessYes (hearing aids [80 dB loss])Yes (hearing aids)
    Visual impairmentSevere myopia, diffuse retinal dystrophy (ERG reduced to approx. 25%)Moderate myopia, pigmental epithelial atrophy and enlarged fovea
    SeizuresNo epilepsy; two hypoglycemic seizures (at 7 and 15 years)No epilepsy

CT, computed tomography; ERG, electroretinography; MRI, magnetic resonance imaging; SDS, SD score.

Magnetic resonance imaging of the brain in a proband from family A demonstrating the typical neuroimaging findings of NEUROD1-PNDM. A: Sagittal T1-weighted image. B: Coronal T2-weighted image. There is significant cerebellar hypoplasia, particularly of cerebellar vermis inferiorly. Unusually, the posterior fossa is well formed. Supratentorial midline structures and myelination are normal. Clinical features of the two patients with homozygous NEUROD1 mutations CT, computed tomography; ERG, electroretinography; MRI, magnetic resonance imaging; SDS, SD score. There was limited availability of other family members for genetic and clinical testing. The diabetes status, age of diagnosis, treatment, and genetic testing result of family members are shown in Fig. 2. We assessed glucose tolerance in the four parents of the two probands who were proven heterozygous carriers of the mutations. In family A (c.364dupG mutation), the mother had been diagnosed with type 2 diabetes at 33 years, despite having a normal BMI, and was treated with glicazide. In contrast, the father (also aged 33 years) had normal fasting (4–6 mmol/l) and postprandial (5–7 mmol/l) blood glucose levels on several occasions. In family B (c.427_428del mutation), the mother and father underwent standard oral glucose tolerance tests (aged 33 and 37 years, respectively) that confirmed normal glucose tolerance (6.2 and 4.8 mmol/l, respectively, at 2 h). No heterozygous family members in either family had any developmental delay or neurological features on clinical examination.

DISCUSSION

We report the first two cases of PNDM caused by homozygous mutations in NEUROD1. The patients with this novel autosomal recessive syndrome not only had early-onset permanent diabetes but also presented with developmental delay, cerebellar hypoplasia, and hearing and visual impairment. This is the 13th gene in which mutations have been described in patients with permanent neonatal diabetes. NEUROD1, a tissue-specific member of the bHLH family of transcription factors, is expressed in developing pancreatic islets and in mature β-cells. It forms a heterodimer with the ubiquitous bHLH transcription factor E47 that binds to specific E-box motifs on specific target genes, including INS, GCK, and ABCC8, to regulate their expression (14–16). The two homozygous NEUROD1 mutations both introduce a frameshift that results in truncated proteins lacking the transactivation domain, which has been shown to be important for the interaction of NEUROD1 with its main coactivator, p300 (17). These are likely to have no biological activity, as shown previously for a different frameshift mutation (c.616dupC, p.His206Profs*38) identified in a patient with NEUROD1-MODY (9). The two patients have a remarkably consistent phenotype (Table 1), with clinical features in keeping with the known expression and biology of this transcription factor, and this provides further evidence that the homozygous mutations in NEUROD1 are causative. Both patients have neonatal diabetes but a normal pancreas on scanning and no evidence of exocrine dysfunction. This is consistent with the central role of NEUROD1 in islet development. Mice lacking Neurod1 die shortly after birth from severe diabetic ketoacidosis (8). Histological examination of the Neurod1-deficient pancreas shows an impaired islet morphogenesis with a reduction in the number of endocrine cells—especially β-cells (8). In addition to diabetes, our two patients presented with a similar pattern of neurological features, including developmental delay, cerebellar hypoplasia, and visual and hearing impairment. This is in keeping with the abundant expression of NEUROD1 in the developing and mature nervous system. Interestingly, the initial Neurod1-null mice that rapidly died from diabetes had no obvious anatomic and histologic abnormalities of the brain (8). However, it is possible to explore the role of Neurod1 in the nervous system by rescuing Neurod1-null mice either by expressing a transgene encoding the mouse Neurod1 gene under the insulin promoter (18) or by crossing the null mutation into a different genetic background to reduce the severity of the diabetes (19). The rescued Neurod1-null mice show a similar neuronal phenotype consisting of impaired balance, ataxic gait, circling, and swaying head movement as a result of impaired cerebellum development (18–20). Furthermore, rescued Neurod1-deficient mice have abnormal hearing and vision as a result of severe sensory neuronal defects in the inner ear and neural retina, respectively (20–22). The main feature seen in the mouse that was not present in our patients was epilepsy (19). The remarkable similarity between the NEUROD1-deficient patients and the Neurod1-deficient mice (Table 2) strongly supports a similar biological role of this transcription factor across species.
TABLE 2

Comparison of the major features seen in Neurod1-deficient mice (refs. 8 and 18–22) and NEUROD1-deficient patients with homozygous NEUROD1 mutations

Mouse modelPatient features
Endocrine pancreas

Early-onset ketosis-prone diabetes

Failure of mature islets development

Striking reduction in both beta and alpha cells

Permanent neonatal diabetes

Exocrine pancreas

Postnatal-onset acinar cell polarity defects (indirect effect?)

Normal

Enteroendocrine cells

Lack of secretin- and cholecystokinin-producing cells (remaining enteroendocrine cells normal)

Not known

Cerebral cortex

Normal

Normal

Dentate gyrus (hippocampus)

Seizures

>95% decrease of granule cells

No epilepsy

Cerebellum

Severe hypoplasia

Impaired coordination and ataxia

Decrease of granule cells

Severe hypoplasia

Ataxia

Retina

Blindness

Decreased synapses and loss of outer nuclear layer

Myopia

Retinal dysfunction

Inner ear

Deafness and imbalance

Shortened cochlear duct, sensory epithelia abnormalities, and degeneration of acoustic ganglions

Sensorineural deafness

Comparison of the major features seen in Neurod1-deficient mice (refs. 8 and 18–22) and NEUROD1-deficient patients with homozygous NEUROD1 mutations Early-onset ketosis-prone diabetes Failure of mature islets development Striking reduction in both beta and alpha cells Permanent neonatal diabetes Postnatal-onset acinar cell polarity defects (indirect effect?) Normal Lack of secretin- and cholecystokinin-producing cells (remaining enteroendocrine cells normal) Not known Normal Normal Seizures >95% decrease of granule cells No epilepsy Severe hypoplasia Impaired coordination and ataxia Decrease of granule cells Severe hypoplasia Ataxia Blindness Decreased synapses and loss of outer nuclear layer Myopia Retinal dysfunction Deafness and imbalance Shortened cochlear duct, sensory epithelia abnormalities, and degeneration of acoustic ganglions Sensorineural deafness Homozygous mutations in PTF1A, which encodes another bHLH transcription factor, also cause a syndrome of neonatal diabetes and cerebellar hypoplasia/agenesis (23). However, in this condition the pancreatic phenotype is not limited to the islets; affected patients have pancreatic hypoplasia/aplasia. In keeping with the islets representing <1% of the endocrine pancreas, the size of the pancreas was found to be normal in our two patients with homozygous NEUROD1 mutations. This suggests that shared developmental pathways are important during development in the pancreas and the cerebellum. Although heterozygous loss-of-function mutations in NEUROD1 have previously been identified as a very rare cause of diabetes in humans (9–12), diabetes was present in only one of four heterozygous mutation–carrying parents. Their age at the time of the study ranged from 33 to 39 years and does not exclude the possibility of developing diabetes later in life. In addition, incomplete penetrance has been described in some of the families with NEUROD1 diabetes (9). Homozygous mutations in other known MODY genes, namely GCK and IPF1, have previously been associated with isolated PNDM and isolated pancreatic agenesis, respectively (24,25). We have shown that homozygous mutations in another MODY gene are also associated with a more severe phenotype of neonatal diabetes. In conclusion, homozygous mutations in NEUROD1 constitute a rare novel autosomal recessive cause of neonatal diabetes with severe neurological abnormalities. This confirms the important role that NEUROD1 plays in the development of both the pancreas and the nervous system in humans.
  25 in total

1.  MODY in Iceland is associated with mutations in HNF-1alpha and a novel mutation in NeuroD1.

Authors:  S Y Kristinsson; E T Thorolfsdottir; B Talseth; E Steingrimsson; A V Thorsson; T Helgason; A B Hreidarsson; R Arngrimsson
Journal:  Diabetologia       Date:  2001-11       Impact factor: 10.122

2.  Loss of BETA2/NeuroD leads to malformation of the dentate gyrus and epilepsy.

Authors:  M Liu; S J Pleasure; A E Collins; J L Noebels; F J Naya; M J Tsai; D H Lowenstein
Journal:  Proc Natl Acad Sci U S A       Date:  2000-01-18       Impact factor: 11.205

3.  Diabetes, defective pancreatic morphogenesis, and abnormal enteroendocrine differentiation in BETA2/neuroD-deficient mice.

Authors:  F J Naya; H P Huang; Y Qiu; H Mutoh; F J DeMayo; A B Leiter; M J Tsai
Journal:  Genes Dev       Date:  1997-09-15       Impact factor: 11.361

4.  Mutations in NEUROD1 are associated with the development of type 2 diabetes mellitus.

Authors:  M T Malecki; U S Jhala; A Antonellis; L Fields; A Doria; T Orban; M Saad; J H Warram; M Montminy; A S Krolewski
Journal:  Nat Genet       Date:  1999-11       Impact factor: 38.330

5.  Tissue-specific regulation of the insulin gene by a novel basic helix-loop-helix transcription factor.

Authors:  F J Naya; C M Stellrecht; M J Tsai
Journal:  Genes Dev       Date:  1995-04-15       Impact factor: 11.361

6.  Pancreatic agenesis attributable to a single nucleotide deletion in the human IPF1 gene coding sequence.

Authors:  D A Stoffers; N T Zinkin; V Stanojevic; W L Clarke; J F Habener
Journal:  Nat Genet       Date:  1997-01       Impact factor: 38.330

7.  BETA2/NeuroD1 null mice: a new model for transcription factor-dependent photoreceptor degeneration.

Authors:  Mark E Pennesi; Jang-Hyeon Cho; Zhuo Yang; Schonmei H Wu; Jian Zhang; Samuel M Wu; Ming-Jer Tsai
Journal:  J Neurosci       Date:  2003-01-15       Impact factor: 6.167

8.  Permanent diabetes mellitus in the first year of life.

Authors:  D Iafusco; M A Stazi; R Cotichini; M Cotellessa; M E Martinucci; M Mazzella; V Cherubini; F Barbetti; M Martinetti; F Cerutti; F Prisco
Journal:  Diabetologia       Date:  2002-05-03       Impact factor: 10.122

9.  Neonatal diabetes mellitus due to complete glucokinase deficiency.

Authors:  P R Njølstad; O Søvik; A Cuesta-Muñoz; L Bjørkhaug; O Massa; F Barbetti; D E Undlien; C Shiota; M A Magnuson; A Molven; F M Matschinsky; G I Bell
Journal:  N Engl J Med       Date:  2001-05-24       Impact factor: 91.245

10.  NeuroD regulates multiple functions in the developing neural retina in rodent.

Authors:  E M Morrow; T Furukawa; J E Lee; C L Cepko
Journal:  Development       Date:  1999-01       Impact factor: 6.868

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Review 1.  Permanent neonatal diabetes due to activating mutations in ABCC8 and KCNJ11.

Authors:  Emma L Edghill; Sarah E Flanagan; Sian Ellard
Journal:  Rev Endocr Metab Disord       Date:  2010-09       Impact factor: 6.514

Review 2.  Mechanisms regulating dendritic arbor patterning.

Authors:  Fernanda Ledda; Gustavo Paratcha
Journal:  Cell Mol Life Sci       Date:  2017-07-22       Impact factor: 9.261

Review 3.  Common and rare forms of diabetes mellitus: towards a continuum of diabetes subtypes.

Authors:  Jason Flannick; Stefan Johansson; Pål R Njølstad
Journal:  Nat Rev Endocrinol       Date:  2016-04-15       Impact factor: 43.330

Review 4.  Management of diabetes mellitus in infants.

Authors:  Beate Karges; Thomas Meissner; Andrea Icks; Thomas Kapellen; Reinhard W Holl
Journal:  Nat Rev Endocrinol       Date:  2011-11-29       Impact factor: 43.330

Review 5.  Genetic Dissection and Clinical Features of MODY6 (NEUROD1-MODY).

Authors:  Yukio Horikawa; Mayumi Enya
Journal:  Curr Diab Rep       Date:  2019-02-22       Impact factor: 4.810

6.  Evaluation of variant A45T in NEUROD1/BETA2 for its association with type 2 diabetes mellitus.

Authors:  Xueyao Han; Jianzhong Xiao; Qian Ren; Yong Tang; Wenying Yang; Linong Ji
Journal:  Endocrine       Date:  2012-12-01       Impact factor: 3.633

Review 7.  Overview of Atypical Diabetes.

Authors:  Jaclyn Tamaroff; Marissa Kilberg; Sara E Pinney; Shana McCormack
Journal:  Endocrinol Metab Clin North Am       Date:  2020-10-14       Impact factor: 4.741

Review 8.  Infantile onset diabetes mellitus in developing countries - India.

Authors:  Poovazhagi Varadarajan
Journal:  World J Diabetes       Date:  2016-03-25

Review 9.  Monogenic Diabetes: What It Teaches Us on the Common Forms of Type 1 and Type 2 Diabetes.

Authors:  Yisheng Yang; Lawrence Chan
Journal:  Endocr Rev       Date:  2016-04-01       Impact factor: 19.871

Review 10.  Congenital Diabetes: Comprehensive Genetic Testing Allows for Improved Diagnosis and Treatment of Diabetes and Other Associated Features.

Authors:  Lisa R Letourneau; Siri Atma W Greeley
Journal:  Curr Diab Rep       Date:  2018-06-13       Impact factor: 4.810

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