Literature DB >> 35464835

Clinical and Genetic Features of Chinese Patients With NIPA1-Related Hereditary Spastic Paraplegia Type 6.

Jun Fu1,2, Mingming Ma2, Gang Li2, Jiewen Zhang1,2,3.   

Abstract

Background: Mutations in the NIPA1 gene cause hereditary spastic paraplegia (HSP) type 6 (SPG6), which is a rare type of HSP with a frequency of less than 1% in Europe. To date, less than 30 SPG6 families and limited NIPA1 mutations have been reported in different ethnic regions. The clinical features are variable.
Methods: We screened for NIPA1 mutations by whole exome sequencing or next generation sequencing in 35 unrelated Chinese families with HSP. The clinical manifestations were evaluated.
Results: Two variants of NIPA1 were identified in three index patients (3/35, 8.6%), two of whom carried a previously reported common variant c.316G > A (p.G106R), and the third patient harbored a novel likely pathogenic variant c.126C > G (p.N42K). Both variants were de novo in the three index patients. The phenotype was pure HSP in two patients and complicated HSP with epilepsy in the third one.
Conclusion: NIPA1-related HSP is more common in China than it in Europe. Both pure and complicated form of HSP can be found. The variant c.316G > A is a hotspot mutation, and the novel variant c.126C > G expands the mutational spectrum. The phenomenon of de novo mutations in NIPA1 emphasizes the need to consider autosomal dominant HSP-related genes in sporadic patients.
Copyright © 2022 Fu, Ma, Li and Zhang.

Entities:  

Keywords:  NIPA1; SPG6; de novo; epilepsy; hereditary spastic paraplegia; hotspot mutation

Year:  2022        PMID: 35464835      PMCID: PMC9024055          DOI: 10.3389/fgene.2022.859688

Source DB:  PubMed          Journal:  Front Genet        ISSN: 1664-8021            Impact factor:   4.772


Introduction

Hereditary spastic paraplegia (HSP) comprises a group of clinically and genetically heterogeneous neurodegenerative disorders (Erfanian et al., 2021). Clinically, HSP is classified as pure form characterized by progressive lower limb weakness and spasticity, or complicated form with additional features (Harding, 1983). Thus far, more than 80 genes for HSPs have been identified (Erfanian et al., 2021). Mutations in the non-imprinted in Prader-Willi/Angelman syndrom 1 (NIPA1) gene have been identified as the cause of hereditary spastic paraplegia type 6 (SPG6) with an autosomal dominant (AD) mode of inheritance (Rainier et al., 2003). SPG6 is a very rare type of HSP, accounting for less than 1% of all ADHSP cases in Europe (Klebe et al., 2007). To date, less than 30 SPG6 families have been reported in different ethnic populations (Chen et al., 2005; Bien-Willner et al., 2006; Kaneko et al., 2006; Munhoz et al., 2006; Klebe et al., 2007; Kim et al., 2019). The phenotype was often pure form; however, complicated forms have also been described with polyneuropathy (Du et al., 2011), idiopathic generalized epilepsy (Svenstrup et al., 2011), cognitive impairment (Martinez-Lage et al., 2012), ataxia (Kim et al., 2019), or amyotrophic lateral sclerosis (ALS) (Tanti et al., 2020). The mutational spectrum of NIPA1 is quite limited with only seven mutations reported previously, and most of the SPG6 patients harbored a hotspot mutation c.316G > A (p.G106R) (Hedera, 2013). In this study, we screened for NIPA1 mutations by whole exome sequencing or next generation sequencing in 35 Chinese HSP families. Finally, we identified a known variant c.316G > A (p.G106R) in two unrelated patients and a novel variant c.126C > G (p.N42K) in the third patient. Both variants were de novo in the three index patients. Detailed manifestations were described and a general review of NIPA1-related HSP was performed to elucidate the clinical and genetic features of this disease.

Materials and Methods

Subjects

From 2018 to 2022, we performed genetic testing for 35 unrelated Chinese patients clinically diagnosed with HSP according to the Harding’s criteria (Harding, 1983) from Henan province. All index patients and some of their relatives underwent detailed clinical evaluation. The mode of inheritance was autosomal dominant in 12 families, autosomal recessive in two families, and apparently sporadic in 21 cases with no evidence of family history. Among the 35 index patients, 13 cases presented with a complicated phenotype. Three families were finally identified to be NIPA1-related SPG6. This study was approved by the Ethics Committee of Henan Provincial People’s Hospital. All participants gave their written informed consent.

Genetic Analysis

Genomic DNA was extracted from peripheral blood samples from all participants following standard procedures. Whole exome sequencing was performed on some probands using Agilent SureSelect Human All Exon 50-Mb kit (Agilent, Santa Clara, CA, United States) for exome enrichment and the Illumina HiSeq2500 platform (Illumina, San Diego, CA, United States). Next generation sequencing was also conducted on the other probands using a panel targeting more than 3,000 genes related to neurological diseases, including HSP. All identified variants were validated by Sanger sequencing. The variants with minor allele frequency (MAF) of >1% in the Single Nucleotide Polymorphism Database (dbSNP), the Genome Aggregation Database (gnomAD), Exome Aggregation Consortium (ExAC), and the 1,000 Genomes Project database (1000G) were excluded. In silico predictions of the functional effect of variants were performed with MutationTaster (https://www.mutationtaster.org), PolyPhen-2 (https://genetics.bwh.harvard.edu/pph2) and SIFT (https://sift.jcvi.org). Co-segregation analysis was further performed by Sanger sequencing in the family members. For de novo variants, paternity was confirmed by analysis of highly polymorphic unlinked microsatellite makers. The novel variants were assigned in accordance with the American College of Medical Genetics and Genomics (ACMG) standards and guidelines (Richards et al., 2015).

Results

Genetic diagnosis of HSP was established for 25 families (25/35, 71.4%). The most frequently affected gene was SPAST (SPG4) (n = 9), followed by SPG7 (SPG7) (n = 4), SPG11 (SPG11) (n = 3), NIPA1 (SPG6) (n = 3, 3/35, 8.6%). Additional mutations were detected in ATL1 (SPG3A), CYP7B1 (SPG5A), KIAA0196 (SPG8), ALDH18A1 (SPG9B), KIF5A (SPG10), and REEP1 (SPG31) in each one patient. The clinical features and mutations were briefly summarized in the Supplementary Table S1.

NIPA1 Mutations

Two variants of NIPA1 (NM_144599) were identified in three families (Figure 1). A previously reported heterozygous variant, c.316G > A (p.G106R) (Figure 1C) (Chen et al., 2015), was detected in two index patients (family 1 Ⅱ-1 and family 2 Ⅱ-1) (Figures 1A,B). This variant was only found in one daughter (family 1 Ⅲ-1) of the first index patient. Both parents of the two index patients did not harbor this variant, indicating that it was a de novo variant.
FIGURE 1

Pedigrees of the three families with SPG6 and genetic results. (A) Pedigree of family 1. The proband (arrow) and her elder daughter (Ⅲ-1) were heterozygous for the c.316G > A variant of NIPA1. (B) Pedigree of family 2. The proband (arrow) also carried the c.316G > A variant. (C) Sanger sequencing of the c.316G > A variant in the probands of family one and family 2. (D) Pedigree of family 3. The proband (arrow) carried the c.126C > G variant and her parents were normal. Paternity was confirmed by 12 highly polymorphic unlinked microsatellite makers. (E) Sanger sequencing of the c.126C > G variant in the proband of family three and her patients. (F) The asparagine at amino acid 42 was conserved in different species.

Pedigrees of the three families with SPG6 and genetic results. (A) Pedigree of family 1. The proband (arrow) and her elder daughter (Ⅲ-1) were heterozygous for the c.316G > A variant of NIPA1. (B) Pedigree of family 2. The proband (arrow) also carried the c.316G > A variant. (C) Sanger sequencing of the c.316G > A variant in the probands of family one and family 2. (D) Pedigree of family 3. The proband (arrow) carried the c.126C > G variant and her parents were normal. Paternity was confirmed by 12 highly polymorphic unlinked microsatellite makers. (E) Sanger sequencing of the c.126C > G variant in the proband of family three and her patients. (F) The asparagine at amino acid 42 was conserved in different species. A previously unreported variant, c.126C > G (p.N42K) (Figure 1E) in exon one of NIPA1, was found in the third index patient (family 3 Ⅱ-1) (Figure 1D). This variant was neither found in ExAC nor 1000G, and predicted to be damaging by in silico analysis. The amino acid asparagine at position of 42 was conserved in different species (Figure 1F). Both parents of the third index did not harbor this variant, and true parenthood was confirmed by 12 highly informative unlinked microsatellite markers (Figure 1D). Thus, the variant c.126C > G was also de novo. According to the standards of ACMG, the novel variant c.126C > G was classified as likely pathogenic (evidence PS2+PM2+PP3).

Clinical Manifestations of Patients With NIPA1 Mutations

The index patient of family 1 (Ⅱ-1) presented with gradually progressive lower limb weakness and stiffness since the age of 23 years (Table 1). She deteriorated and was assisted by a walker in the past 2 years. A history of generalized epilepsy was reported since 10 years old. She was treated with oral valproic acid irregularly, and no seizures occurred in the past 5 years. Neurological examination at the age of 35 years revealed marked spasticity, moderate weakness, and hyperactive deep tendon reflexes that were more prominent in the lower extremities. Bilateral ankle clonus, extensor plantar responses and pes cavus were also observed. There was no impairment of cognition, sensation, sphincter or cerebellar function. Brain and spine MRI were normal. Her elder daughter (family 1 Ⅲ-1), now 15 years old, had no symptoms of spasticity, but revealed hyperactive deep tendon reflexes in the lower limbs and extensor plantar responses (Table 1). Examination of both parents was normal.
TABLE 1

Clinical features of affected family members carrying NIPA1 mutations.

Family 1Family 2Family 3
Ⅱ-1Ⅲ-1Ⅱ-1Ⅱ-1
Mutationc.316G > Ac.316G > Ac.316G > Ac.126C > G
Age at examination (years)35152817
Age at onset (years)1215235
Epilepsy+
Cognition impairment
Neuropathy
Impaired vibration sense+
Bladder dysfuction
Upper limbs
 Tremor
 Spasticity
 Weakness
 Hoffmann’s sign+++
 Hyperreflexia+++++
Lower limbs
 Pes cavus+
 Spasticity+++
 Weakness+
 Hyperreflexia++++++++
 Clonus+++
 Extensor plantar++++

+present; −absent; hyperreflexia: + brisk, ++ very brisk.

Clinical features of affected family members carrying NIPA1 mutations. +present; −absent; hyperreflexia: + brisk, ++ very brisk. The index patient of family 2 (Ⅱ-1) was a 28 year-old man with the complaint of gradually progressive leg stiffness and shaking for 5 years (Table 1). He had no epilepsy or cognition impairment. Neurological examination revealed hyperactive deep tendon reflexes in both upper and lower limbs, bilateral ankle clonus, and extensor plantar responses. Both of his parents were normal on examination. The index patient of family 3 (Ⅱ-1) was referred with the early onset gait disturbance since the age of 5 years (Table 1). She did not have any other medical problems and her parents were normal. Upon examination at age 17, a moderate spasticity especially in the lower limbs was found associated with mild diminished vibration sensation distally. MRI studies showed thoracic spinal cord atrophy. Electromyography and nerve conduction velocity studies were unremarkable.

Discussion

In this study, we detected three patients with NIPA1 mutations amongst 35 Chinese HSP families. Thus, the mutation frequency was 8.6%. NIPA1 mutation was reported to be a rare cause of HSP (Klebe et al., 2007). Though identified in different ethnic populations (Chen et al., 2005; Kaneko et al., 2006; Bien-Willner et al., 2006; Munhoz et al., 2006; Klebe et al., 2007; Kim et al., 2019), less than 30 families with NIPA1-related SPG6 have been reported since the year of 2003 (Rainier et al., 2003) (Table 2). In the previous genetic screening studies of HSP, there was no NIPA1 mutation identified in German (Beetz et al., 2008), Italian (D'Amore et al., 2018), Korean (Yang et al., 2021) or Japanese (Ishiura et al., 2014) patients, and only one case carrying NIPA1 mutation found in France (Klebe et al., 2007), Hungarian (Balicza et al., 2016) and Danish (Svenstrup et al., 2011) patients, respectively (Table 3). However, previous studies in Chinese patients revealed a high NIPA1 mutation frequency of 3.6% (Lu et al., 2018), and it was the third most common cause of ADHSP (Dong et al., 2018). The higher mutation rate of NIPA1 in our study may be due to small sample size. Together with our study, NIPA1-related SPG6 was more common in China than it in Europe or other Asian countries.
TABLE 2

Clinical features and NIPA1 mutations of SPG6 families reported in the literature and in the present study.

MutationInheritanceAge at Onset (years)PhenotypeFamily OriginCitation
c.126C > G (p.N42K) de novo 5PureChinese this study
c.134C > G (p.T45R)AD12–35PureIrish Rainier et al. (2003)
ADlate teenagePureIraqi Rainier et al. (2003)
c.249C > G (p.N83K) de novo early onsetComplicated (epilepsy)Italian Fabbro et al. (2021)
c.298G > A (p.A100T)AD10–49PureJapanese Kaneko et al. (2006)
c.316G > C (p.G106R)AD13–35PureChinese Chen et al. (2005)
AD8–37Pure/Complicated (memory deficit)French Klebe et al. (2007)
AD12–20Pure/Complicated (polyneuropathy)Chinese Liu et al. (2008)
AD15–20Complicated (polyneuropathy, pes cavus)Chinese Du et al. (2011)
c.316G > A (p.G106R)AD17–40PureChinese Chen et al. (2005)
AD9–23Pure/Complicated (epilepsy, cognitive impairment, tremor)British Reed et al. (2005)
AD6–10PureAmerican Bien-Willner et al. (2006)
AD20–27PureBrazilian Munhoz et al. (2006)
AD10Complicated (epilepsy, tremor, dysarthria, facial dystonia)Danish Svenstrup et al. (2011)
AD13Complicated (ALS, cognitive impairment)American Martinez-Lage et al. (2012)
de novo 5PureAmerican Hedera, (2013)
de novo 17PureAmerican Hedera, (2013)
de novo 10Pure/Complicated (epilepsy)American Arkadir et al. (2014)
AD20PureChinese Lu et al. (2018)
de novo 1Complicated (epilepsy, tremor, dysmetria, polyneuropathy)Chinese Lu et al. (2018)
de novo PureChinese Zhao et al. (2019)
de novo 16Complicated (ataxia)Korean Kim et al. (2019)
AD30Complicated (ALS, epilepsy)British Tanti et al. (2020)
de novo 10Complicated (epilepsy)Italian Spagnoli et al. (2021)
de novo 12Complicated (epilepsy, pes cavus)Chinese this study
de novo 23PureChinese this study
c.731A > G (p.Q244R)AD1.5PureHungarian Balicza et al. (2016)
c.748A > C (p.K250Q)ADPureChinese Zhao et al. (2019)

AD, autosomal dominant; ALS, amyotrophic lateral sclerosis.

TABLE 3

NIPA1 mutation rate in different regions.

RegionResultReferences
China3.6% (2/55) HSP Lu et al. (2018)
8.6% (3/35) HSPthis study
Japan0/129 HSP Ishiura et al. (2014)
Korea0/104 HSP Yang et al. (2021)
Italy0/239 HSP D'Amore et al. (2018)
Gemany0/101 HSP Beetz et al. (2008)
Europe (France)0.9% (1/110) ADHSP Klebe et al. (2007)
Hungary1.7% (1/58) HSP Balicza et al. (2016)
Denmark1.9% (1/52) HSP (30 ADHSP and 22 sporadic cases) Svenstrup et al. (2011)

ADHSP, autosomal dominant hereditary spastic paraplegia.

Clinical features and NIPA1 mutations of SPG6 families reported in the literature and in the present study. AD, autosomal dominant; ALS, amyotrophic lateral sclerosis. NIPA1 mutation rate in different regions. ADHSP, autosomal dominant hereditary spastic paraplegia. The phenotype of our patients with SPG6 was similar to the other reports. The age of disease onset was usually in the second and third decades, although variability could also be observed (Table 2). The index patient of family three in our study had an early onset age of 5 years, and it could be as early as 1 year (Lu et al., 2018). The disease often progressed slowly, while some patients deteriorated and required walking aids in their twenties or thirties as the first index patient in our study (Bien-Willner et al., 2006; Svenstrup et al., 2011; Hedera, 2013). SPG6 is known as a generally pure form of HSP; however, more cases with a complicated phenotype have also been reported. The co-morbidities included idiopathic generalized epilepsy (Svenstrup et al., 2011), polyneuropathy (Liu et al., 2008; Du et al., 2011), cognitive impairment (Martinez-Lage et al., 2012), ataxia (Kim et al., 2019), postural tremor (Svenstrup et al., 2011; Lu et al., 2018) and amyotrophic lateral sclerosis (ALS) (Tanti et al., 2020). Until now, epilepsy has been described in eight families with SPG6 (Reed et al., 2005; Svenstrup et al., 2011; Arkadir et al., 2014; Lu et al., 2018; Tanti et al., 2020; Fabbro et al., 2021; Spagnoli et al., 2021), including the first index patient in our study, who presented with a complicated form of HSP. Why NIPA1 mutation might cause epilepsy is unclear. The other patients in the present study showed a pure form of HSP. The NIPA1 gene has five coding exons located at 15q11.2, and encodes a nine transmembrane protein as an intracellular magnesium transporter (Goytain et al., 2007). To date, only seven missense variants of NIPA1 have been previously reported (Table 2; Figure 2). In our study, we identified the most common variant c.316G > A (p.G106R) in two unrelated patients. It has been discovered in more than 10 HSP families from China (Chen et al., 2005; Lu et al., 2018; Zhao et al., 2019), Britain (Reed et al., 2005), Brazil (Munhoz et al., 2006), Danmark (Svenstrup et al., 2011), Italy (Spagnoli et al., 2021), Korea (Kim et al., 2019) and America (Hedera 2013). Thus, it was considered to be a hotspot mutation of NIPA1 with the mechanism of DNA methylation in the coding regions (Beetz et al., 2008). Patients carrying the variant c.316G > A could present with pure or complicated HSP (Tanti et al., 2020). We further identified a novel variant c.126C > G (p.N42K) in the third index patient. It occurred in the first transmembrane domain and was near to the reported pathogenic variant c.134C > G (p.T45R) (Rainier et al., 2003). By analysis of in silico predictions and family segregation, c.126C > G was classified as likely pathogenic; therefore, it expanded the mutational spectrum of NIPA1. The patient carrying this novel variant presented with a pure HSP. The disease mechanism of NIPA1-related SPG6 is likely to be toxic gain of function (Zhao et al., 2008).
FIGURE 2

The nine transmembrane domains of NIPA1 protein and localization of NIPA1 mutations. The two mutations identified in our patients were indicated by red colour.

The nine transmembrane domains of NIPA1 protein and localization of NIPA1 mutations. The two mutations identified in our patients were indicated by red colour. Interestingly, all of the three index patients in our study harbored a de novo mutation, which was not common in HSP (Lu et al., 2018). Most of the previously reported SPG6 patients were familial cases with autosomal dominant inheritance (Rainier et al., 2003). The de novo mutations of NIPA1 were only documented in several cases since the first report by Hedera (Hedera et a., 2013). In such sense, the ADHSP-related genes need to be considered in the screening of HSP patients without family history. Recently, a meta-analysis provided evidence for the association of NIPA1 repeat expansions with ALS, which showed an overall increased risk of ALS in those with expanded (>8) GCG repeat length (Tazelaar et al., 2019). In addition to NIPA1, repeat expansions in C9orf72 and ATXN2 have also been reported in ALS (Elden et al., 2010; DeJesus-Hernandez et al., 2011). However, NIPA1 repeat length was not confirmed to be a modifier of the C9orf72 ALS disease risk (Corrado et al., 2019). In summary, we reported three SPG6 families, which indicated that NIPA1 mutations were more common in China. The phenotype of SPG6 included both pure and complicated HSP. The variant c.316G > A of NIPA1 was a hotspot mutation, and the novel variant c.126C > G expanded the mutational spectrum. The phenomenon of de novo mutations in NIPA1 emphasized the need to consider ADHSP-related genes in sporadic patients.
  34 in total

1.  Novel SPG6 mutation p.A100T in a Japanese family with autosomal dominant form of hereditary spastic paraplegia.

Authors:  Satoshi Kaneko; Toshitaka Kawarai; Edwin Yip; Shabnam Salehi-Rad; Christine Sato; Antonio Orlacchio; Giorgio Bernardi; Yan Liang; Hiroshi Hasegawa; Ekaterina Rogaeva; Peter St George-Hyslop
Journal:  Mov Disord       Date:  2006-09       Impact factor: 10.338

2.  Increased Diagnostic Yield of Spastic Paraplegia with or Without Cerebellar Ataxia Through Whole-Genome Sequencing.

Authors:  Aryun Kim; Kishore R Kumar; Ryan L Davis; Amali C Mallawaarachchi; Velimir Gayevskiy; Andre E Minoche; Zachary Walls; Han-Joon Kim; Mihee Jang; Mark J Cowley; Ji-Hyun Choi; Chaewon Shin; Carolyn M Sue; Beomseok Jeon
Journal:  Cerebellum       Date:  2019-08       Impact factor: 3.847

3.  Classification of the hereditary ataxias and paraplegias.

Authors:  A E Harding
Journal:  Lancet       Date:  1983-05-21       Impact factor: 79.321

4.  Genetic background of the hereditary spastic paraplegia phenotypes in Hungary - An analysis of 58 probands.

Authors:  Peter Balicza; Zoltan Grosz; Michael A Gonzalez; Renata Bencsik; Klara Pentelenyi; Aniko Gal; Edina Varga; Peter Klivenyi; Julia Koller; Stephan Züchner; Judit Maria Molnar
Journal:  J Neurol Sci       Date:  2016-03-12       Impact factor: 3.181

5.  Expansion of the phenotypic spectrum of SPG6 caused by mutation in NIPA1.

Authors:  Juan Du; Ya-Cen Hu; Bei-Sha Tang; Chong Chen; Ying-Ying Luo; Zi-Xiong Zhan; Guo-Hua Zhao; Hong Jiang; Kun Xia; Lu Shen
Journal:  Clin Neurol Neurosurg       Date:  2011-03-17       Impact factor: 1.876

6.  Clinical and genetic study of a Brazilian family with spastic paraplegia (SPG6 locus).

Authors:  Renato P Munhoz; Toshitaka Kawarai; Helio A Teive; Salmo Raskin; Christine Sato; Yan Liang; Peter H St George-Hyslop; Ekaterina Rogaeva
Journal:  Mov Disord       Date:  2006-02       Impact factor: 10.338

7.  NIPA1(SPG6), the basis for autosomal dominant form of hereditary spastic paraplegia, encodes a functional Mg2+ transporter.

Authors:  Angela Goytain; Rochelle M Hines; Alaa El-Husseini; Gary A Quamme
Journal:  J Biol Chem       Date:  2006-12-13       Impact factor: 5.157

8.  Distinct novel mutations affecting the same base in the NIPA1 gene cause autosomal dominant hereditary spastic paraplegia in two Chinese families.

Authors:  Suqin Chen; Chun Song; Hui Guo; Pingyi Xu; Weijun Huang; Yan Zhou; Jiandong Sun; Cai-Xia Li; Yong Du; Xunhua Li; Zhuolin Liu; Deqin Geng; Patrick H Maxwell; Cheng Zhang; Yiming Wang
Journal:  Hum Mutat       Date:  2005-02       Impact factor: 4.878

9.  NIPA1 gene mutations cause autosomal dominant hereditary spastic paraplegia (SPG6).

Authors:  Shirley Rainier; Jing-Hua Chai; Debra Tokarz; Robert D Nicholls; John K Fink
Journal:  Am J Hum Genet       Date:  2003-09-23       Impact factor: 11.025

10.  Association of NIPA1 repeat expansions with amyotrophic lateral sclerosis in a large international cohort.

Authors:  Gijs H P Tazelaar; Annelot M Dekker; Joke J F A van Vugt; Rick A van der Spek; Henk-Jan Westeneng; Lindy J B G Kool; Kevin P Kenna; Wouter van Rheenen; Sara L Pulit; Russell L McLaughlin; William Sproviero; Alfredo Iacoangeli; Annemarie Hübers; David Brenner; Karen E Morrison; Pamela J Shaw; Christopher E Shaw; Monica Povedano Panadés; Jesus S Mora Pardina; Jonathan D Glass; Orla Hardiman; Ammar Al-Chalabi; Philip van Damme; Wim Robberecht; John E Landers; Albert C Ludolph; Jochen H Weishaupt; Leonard H van den Berg; Jan H Veldink; Michael A van Es
Journal:  Neurobiol Aging       Date:  2018-09-22       Impact factor: 4.673

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