- 1Department of Neurology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- 2Guangdong Key Laboratory of Age-Related Cardiac and Cerebral Diseases, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- 3Department of Psychiatry, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
- 4Clinical Research Center, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
The SAP97 gene is located in the schizophrenia susceptibility locus 3q29, and it encodes the synaptic scaffolding protein that interacts with the N-methyl-D-aspartate (NMDA) receptor, which is presumed to be dysregulated in schizophrenia. In this study, we genotyped a single-nucleotide polymorphism (SNP) (rs3915512) in the SAP97 gene in 1114 patients with schizophrenia and 1036 healthy-matched controls in a Han Chinese population through the improved multiplex ligation detection reaction (imLDR) technique. Then, we analyzed the association between this SNP and the patients' clinical symptoms and neurocognitive function. Our results showed that there were no significant differences in the genotype and allele frequencies between the patients and the controls for the rs3915512 polymorphism. However, patients with the rs3915512 polymorphism TT genotype had higher neurocognitive function scores (list learning scores, symbol coding scores, category instances scores and controlled oral word association test scores) than the subjects with the A allele (P = 4.72 × 10−5, 0.027, 0.027, 0.013, respectively). Our data are the first to suggest that the SAP97 rs3915512 polymorphism may affect neurocognitive function in patients with schizophrenia.
Introduction
Neurocognitive impairment has been described as a core manifestation of schizophrenia, with the impairments occurring mainly in memory, attention, and abstract thinking, etc., and at least two of these cognitive deficits occur in up to 70% of patients (1). The SAP97 gene encodes the multidomain scaffolding proteins, which are abundantly expressed in neuronal synapses (2) and interact with a variety of neurotransmitter receptors, including NMDAR (3), α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptor (AMPAR) (4) and serotonin receptor (5-HTR) (5). Because disturbed neurotransmission has been involved in the pathophysiology of impaired cognitive function in schizophrenia (6), the SAP97 proteins that interact with these receptors may also be associated with schizophrenia.
The SAP97 gene is located in locus 3q29, where there are a significant excess of deletions in schizophrenia patients, and its variants conferred a 17-fold increase in risk for schizophrenia (7). MacKenzie et al. found in rat hippocampal slice cultures that SAP97 overexpression can drive NMDARs to synapses and enhance NMDA receptor excitatory postsynaptic currents (EPSCs) (2), and knockdown of SAP97 in another study was found to reduce the expression of AMPAR at the synaptic surface and inhibited NMDA and AMPA EPSCs (8). Moreover, significant reduction of the expression level of the SAP97 proteins have been shown in postmortem brain tissues from schizophrenic patients (9). Therefore, we speculated that the SAP97 gene is a reasonable candidate gene for schizophrenia.
The single nucleotide polymorphism (SNP) rs3915512 has been identified from the region of the SAP97 gene that encodes the L27 domain at the N-terminal region of the SAP97 protein (10). Uezato et al. found that the T>A variation of the rs3915512 polymorphism would meet the exonic splicing enhancer (ESE) consensus, including the stop codon, which would lead to a premature termination of translation (10) and might have significant effects on the structure of SAP97 (Figure 1). In addition, studies have shown that changing the structure of SAP97 would alter the binding affinity with its ligands and affect the transport of glutamate (11), which has been identified to play a key role in schizophrenia (6). A recent Japanese case-control study provided evidence of the relationship between the rs3915512 polymorphism of the SAP97 gene and schizophrenia (12). However, SAP97 gene polymorphisms have not been studied in schizophrenia patients of the Han Chinese population. Based on the potential role of SAP97 in the pathogenesis of schizophrenia, the aim of this study was to investigate the association between the rs3915512 polymorphism in the SAP97 gene and schizophrenia in the Han Chinese population.
Figure 1. The structure of the human SAP97 gene, transcripts and proteins. (A–C) Schematic representation of the structure of the human SAP97 gene (A), transcripts (B), and protein (C). When the SNP rs3915512 consists of the T allele, the SAP97 gene sequence does not meet the exonic splicing enhancer (ESE) consensus and the SAP97 transcript sequence and protein structure was shown on the lower left side of the figure. When the SNP consists of the A allele, an extra exon might insert the transcript because of the ESE consensus. Due to the stop codon in the extra exon, the splicing variant will truncate the SAP97 protein which was shown on the lower right side of the figure. [This figure was improved on the basis of the study by Uezato et al. (10)].
Materials and Methods
Subjects
In this study, 1,138 unrelated patients with schizophrenia (701 males and 413 females, mean age = 34.33 ± 13.56 years) and 1,036 healthy controls (618 males and 418 females, mean age = 34.31 ± 9.43 years) were recruited from the Department of Psychiatry and the Health Examination Center of the Affiliated Hospital of Guangdong Medical University, respectively. All involved subjects were Han Chinese. All patients were diagnosed by at least two well-trained senior psychiatrists according to the Diagnostic and Statistical Manual of Mental Disorders V (DSM-V) criteria and were assessed clinical psychiatric symptoms by using Positive and Negative Symptom Scale (PANSS) (13). Meanwhile, all patients lacked histories of neurological diseases, organic brain injury, mental retardation, alcohol or drug abuse, metabolic disorders and autoimmune illnesses, and none of the healthy controls had substance abuse (excluding nicotine dependence), family histories (first-degree relatives) of psychiatric diseases or severe somatic diseases. Additionally, the present study was approved by the Ethics Committee of the Affiliated Hospital of Guangdong Medical University. All participants gave informed and written consent to take part in the study.
Genotyping
Genomic DNAs were extracted from EDTA-treated peripheral blood by using a TIANamp Blood DNA Kit (Tiangen Biotech, Beijing, China). As described previously (14), a total of 2,150 individuals were genotyped for the rs3915512 polymorphism of the SAP97 gene through the imLDR technique (Genesky Biotech, Shanghai, China). The polymerase chain reaction (PCR) primers used for the rs3915512 polymorphism were 5′-TGTTCAGGT GCATCAAGTGGTCTTTACA-3′ (forward primer) and 5′-CTT CAGTAACTTCCAGTCAGATATGGCCT-3′ (reverse primer). The allele-specific probes were as follows: rs3915512RA: 5′-TAC GGTTATTCGGGCTCCTGTCAGTCAGATATGGCCTTACAT CTATCTGTTCAT-3′, rs3915512RP: 5′-AGAATAATTGTTGGT GTGATTTGAAGACTACTTTTTTTTTTTTTTTTTTT-3′, rs3 915512RT: 5′-TTCCGCGTTCGGACTGATATCAGTCAGATAT GGCCTTACATCTATCTGTTCAA-3′.
Neurocognitive Function Assessment
The neurocognitive function of the patients was evaluated via the Brief Assessment of Cognition in Schizophrenia (BACS) because of the credible relationship between cognition and the performance in several BACS subtests: working memory (digit sequencing task), verbal memory (list learning), motor speed (token motor task), reasoning and problem solving (Tower of London), attention and processing speed (Symbol coding), semantic and letter fluency (category instances and controlled oral word association test) (15). More details and the specific procedures of the BACS assessment are available in the report by Keefe et al. (15) and Keefe et al. (16).
Statistical Analyses
Quantitative data with normal distributions were expressed as the means ± standard deviations (SD) and the two different groups were compared by using Student's t-tests. The Hardy-Weinberg Equilibrium (HWE) and the genotype and allele distributions were assessed with Pearson's Chi-square test. All of the statistical analyses were performed by using SPSS 21.0 software, and statistical significance was defined as P < 0.05. Power calculations were performed by using PS -Power and Sample Size Calculation 3.1.2 software (Designed by William D. Dupont, USA).
Results
Association Study of SNP (rs3915512) and Schizophrenia
The genotype distribution of the SNP (rs3915512) reached HWE in both patients and controls (P = 0.459 and 0.998, respectively). Age and gender of the healthy controls matched well with the patients with schizophrenia (P = 0.964 and 0.119, respectively). In the current study, the frequency of the TT, TA, and AA genotypes was 50.1% (n = 558), 42.0% (n = 468), and 7.9% (n = 88), respectively, in the schizophrenic patients. Additionally, the frequency of these genotypes in the controls was 51.6% (n = 535), 40.4% (n = 419), and 7.9% (n = 82), respectively. Our data revealed that, for the rs3915512 polymorphism, there was no significant difference in the genotype and allele frequency between the patients and the controls (P > 0.05). Moreover, no significant differences were detected between the patients and the controls in the gender-stratified analysis (P > 0.05) (Table 1).
Table 1. Genotyping and allele distribution of rs3915512 on SAP97gene in Chinese controls and patients with schizophrenia.
Power analysis revealed that, with our study sample and assuming a risk allele frequency of 28.1%, we would have 100.0% power to detect a genotype-relative risk with an odds ratio of 1.5 at the 0.05 level. However, the power was 29.4% for an odds ratio of 1.1 at a significance level of 0.05.
Our study further analyzed the distribution of clinical characteristics in 977 patients among different genotypes, but there were no significant differences in the age of onset, duration of illness, PANSS score or family psychotic history (Table 2).
Table 2. Clinical characteristics of the patients with schizophrenia and distribution by genotypes of the SNP.
Neurocognitive Function Analysis
By using BACS, we analyzed neurocognitive function in 359 clinically stable patients and found that the 3915512 polymorphism TT genotypes had higher list learning scores, symbol coding scores, category instances scores and controlled oral word association test scores than the A allele carrier subjects (P = 4.72 × 10−5, 0.027, 0.027, and 0.013, respectively) (Table 3).
Table 3. Neurocognitive functions of the patients with schizophrenia and distribution by genotypes of the SNP.
Discussion
The crucial role of neurotransmitters receptor dysfunction, including NMDAR (6, 17), AMPAR (18), and 5-HTR (19), in the development of schizophrenia has been widely accepted. Therefore, the hypothesis that the SAP97 protein, which can interact with these neurotransmitter receptors (3–5), may also play a role in schizophrenia is credible. The signal pathways that include SAP97 are related to long-term potentiation (LTP), potassium channels, and glutamate transport, all of which are associated with learning, cognition and synaptic formation and are impaired in schizophrenia (2, 20). In addition, genome-wide analyses of the copy number variations revealed a microdeletion of the SAP97 gene in schizophrenia (7, 21). Moreover, Toyooka et al. have found a significant reduction of the expression level of SAP97 protein in postmortem brain tissues from schizophrenic patients (9). Therefore, we speculated that SAP97 is a reasonable candidate gene for schizophrenia.
In this study, we have assessed the potential association of the rs3915512 polymorphism of the SAP97 gene with schizophrenia. However, the results revealed that there was no significant difference in genotype and allele distributions between the patients with schizophrenia and the healthy controls (P > 0.05), which was inconsistent with the results of a previous Japanese cohort study from the Hondo area by Uezato et al. (12). Moreover, the allelic frequencies of rs3915512 in the present study (A:T = 0.29: 0.71 in the cases and A:T = 0.28:0.72 in the controls), were markedly different from those in the Japanese Hondo cohort from a previous study (A:T = 0.63:0.37 in the cases and A:T = 0.66: 0.34 in the controls) (12). This indicates that racial heterogeneity may exist for the distribution of the SAP97 polymorphism (Figure 2). In the same ethnicity, the allele frequencies of rs3915512 in our cohort from Zhanjiang were similar those of the Chinese population in Beijing (A:T = 0.30:0.70) and were exactly the same as those of the population in southern China (A:T = 0.28:0.72), based on the 1000 Genomes Project (https://www.ncbi.nlm.nih.gov/variation/tools/1000genomes/). Therefore, our data may partly represent the Chinese Han population, and in order to increase the representation of our data, further information extracted from the Han population in other regions of China is necessary.
Figure 2. Frequency distribution of the “T” allele of the rs3915512 in different ethnic groups. China. JPT, Japanese in Tokyo, Japan; MXL, Mexican ancestry from Los Angeles USA; BEB, Bengali from Bangladesh;ACB, African Carribbeans in Barbados. (This figure was based on the 1000 Genomes Project).
Studies have shown that schizophrenia is a polygenic inherited disease with a variety of phenotypes (22), and SAP97 may only affect some of the features of schizophrenia. Therefore, we further analyzed the distribution of clinical manifestations and neurocognitive functions in patients with different genotypes. To the best of our knowledge, this is the first study to investigate the association of the SAP97 genetic polymorphism with the clinical manifestations and neurocognitive functions of schizophrenia. Although no significant differences were found in the age of onset, duration of illness, PANSS score or family psychotic history, the neurocognitive function scores in patients with the TT genotype were all higher than those of the A allele carriers, and our data demonstrated a significant association between the A allele carriers and lower scores in list learning (P = 4.72 × 10−5) for verbal memory, in symbol coding (P = 0.027) for processing speed, in category instances (P = 0.027) and controlled oral word association test (P = 0.013) for verbal fluency in our study cohort. Therefore, we speculated that the A allele of the rs3915512 polymorphism may be a detrimental factor for schizophrenia that affects the neurocognitive function of patients with schizophrenia.
The SNP rs3915512 is located in an important region of the SAP97 gene where it is transcribed into a portion of the SAP97 mRNA that is further translated into a part of the L27 domain (10). As an assembly center for large proteins (23), the L27 domain can mediate the multimerization of scaffold proteins that are encoded by the SAP97 gene (24). Although it only interacts with multimeric scaffold proteins, NMDAR can trigger the recruitment of AMPARs into the synaptic membrane and thus plays a key role in synaptic plasticity (25), which is directly related to cognitive function (26). Therefore, we speculated that SAP97 acts as a bridge and plays an important role in neurocognitive function. We hypothesized that in addition to changing the nucleotide sequence of the SAP97 gene, differences in the SNP distribution pattern might also result in changes to the mRNA sequence and/or the protein structure of SAP97 (3). A study of the SAP97 gene found that the variation of the rs3915512 polymorphism might truncate the part of the SAP97 protein (10). And Changes of SAP97 protein structure would inevitably affect the interactions of SAP97 protein with various neurotransmitter receptors, which may lead to disorders in neurotransmitter delivery. Based on our results, this seems to be a reasonable argument, but it still needs further research and verification.
There are several limitations in our current study. First, power analyses revealed that, with our study sample and assuming a risk allele frequency of 28.1%, we would have 100.0% power to detect a genotype relative risk with an odds ratio of 1.5 at the 0.05 level. However, the power was 29.4% for an odds ratio of 1.1 at a significance level of 0.05. Therefore, false negative results cannot be ruled out. The current study is limited in that, despite the influence of the genotype of SNP rs3915512 on neurocognitive function in schizophrenia, the specific mechanism is unclear. Moreover, our current results were limited to the Han Chinese population and we also did not further clarify the relationship between other SNPs in the SAP97 gene and schizophrenia.
In summary, our study first revealed that the SAP97 gene rs3915512 polymorphism may be associated with the neurocognitive impairment that results from schizophrenia in a Chinese Han population, and the A allele of the rs3915512 polymorphism may be a detrimental factor for schizophrenia patients.
Ethics Statement
This study was carried out in accordance with the recommendations of the Ethics Committee of the Affiliated Hospital of Guangdong Medical University with written informed consent from all subjects. All subjects gave written informed consent in accordance with the Declaration of Helsinki. The protocol was approved by the Ethics Committee of the Affiliated Hospital of Guangdong Medical University.
Author Contributions
KL, GM, YW, JL, BZ, YL, and ZL conceived and designed the experiments and revised the manuscript. JY, XL, JF, and HY did genetic analyzes. XZ, ZD, DZ, and SX collected the cognitive and clinical data. XX, CL, and DL analyzed and interpreted the data and drafted the manuscript. All authors were involved in the revision of the manuscript.
Funding
This work was supported by the National Nature Science Foundation of China (81670252, 81571157, 81471294 and 81770034), the Nature Science Foundation of Guangdong Province (2015A030313523), the third session of the China-Serbia Committee for scientific and technological cooperation (3-13), the 2016 Talent Assistance Project of Guangdong (4YF17006G) and the Science and technology research project of Zhanjiang City (2016A01008), Medical Scientific Research Foundation of Guangdong Province (Grant No. A2017480) and Scientific research fund of Guangdong Medical University (Grant No.M2016010).
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
References
1. Harvey PD, Bowie CR, Friedman JI. Cognition in schizophrenia. Curr Psychiatry Rep (2001) 3:423–8. doi: 10.1007/s11920-996-0038-7
2. Howard MA, Elias GM, Elias LA, Swat W, Nicoll RA. The role of SAP97 in synaptic glutamate receptor dynamics. Proc Natl Acad Sci USA. (2010) 107:3805–10. doi: 10.1073/pnas.0914422107
3. Sato J, Shimazu D, Yamamoto N, Nishikawa T. An association analysis of synapse-associated protein 97 (SAP97) gene in schizophrenia. J Neural Transm. (2008) 115:1355–65. doi: 10.1007/s00702-008-0085-9
4. Waites CL, Specht CG, Hartel K, Leal-Ortiz S, Genoux D, Li D, et al. Synaptic SAP97 isoforms regulate AMPA receptor dynamics and access to presynaptic glutamate. J Neurosci. (2009) 29:4332–45. doi: 10.1523/JNEUROSCI.4431-08.2009
5. Dunn HA, Walther C, Yuan GY, Caetano FA, Godin CM, Ferguson SS. Role of SAP97 in the regulation of 5-HT2AR endocytosis and signaling. Mol Pharmacol. (2014) 86:275–83. doi: 10.1124/mol.114.093476
6. Coyle JT. NMDA receptor and schizophrenia: a brief history. Schizophr Bull. (2012) 38:920–6. doi: 10.1093/schbul/sbs076
7. Mulle JG, Dodd AF, McGrath JA, Wolyniec PS, Mitchell AA, Shetty AC, et al. Microdeletions of 3q29 confer high risk for schizophrenia. Am J Hum Genet. (2010) 87:229–36. doi: 10.1016/j.ajhg.2010.07.013
8. Nakagawa T, Futai K, Lashuel HA, Lo I, Okamoto K, Walz T, et al. Quaternary structure, protein dynamics, and synaptic function of SAP97 controlled by L27 domain interactions. Neuron (2004) 44:453–67. doi: 10.1016/j.neuron.2004.10.012
9. Toyooka K, Iritani S, Makifuchi T, Shirakawa O, Kitamura N, Maeda K, et al. Selective reduction of a PDZ protein, SAP-97, in the prefrontal cortex of patients with chronic schizophrenia. J Neurochem. (2002) 83:797–806. doi: 10.1046/j.1471-4159.2002.01181.x
10. Uezato A, Yamamoto N, Iwayama Y, Hiraoka S, Hiraaki E, Umino A, et al. Reduced cortical expression of a newly identified splicing variant of the DLG1 gene in patients with early-onset schizophrenia. Transl Psychiatry (2015) 5:e654. doi: 10.1038/tp.2015.154
11. Akgul G, Wollmuth LP. Synapse-associated protein 97 regulates the membrane properties of fast-spiking parvalbumin interneurons in the visual cortex. J Neurosci. (2013) 33:12739–50. doi: 10.1523/JNEUROSCI.0040-13.2013
12. Uezato A, Yamamoto N, Jitoku D, Haramo E, Hiraaki E, Iwayama Y, et al. Genetic and molecular risk factors within the newly identified primate-specific exon of the SAP97/DLG1 gene in the 3q29 schizophrenia-associated locus. Am J Med Genet B Neuropsychiatr Genet. (2017) 174:798–807. doi: 10.1002/ajmg.b.32595
13. Nicotra E, Casu G, Piras S, Marchese G. On the use of the Positive and Negative Syndrome Scale in randomized clinical trials. Schizophr Res. (2015) 165:181–7. doi: 10.1016/j.schres.2015.04.006
14. Ma G, Yin J, Fu J, Luo X, Zhou H, Tao H, et al. Association of a miRNA-137 polymorphism with schizophrenia in a Southern Chinese Han population. Biomed Res Int. (2014) 2014:751267. doi: 10.1155/2014/751267
15. Keefe RS, Harvey PD, Goldberg TE, Gold JM, Walker TM, Kennel C, et al. Norms and standardization of the Brief Assessment of Cognition in Schizophrenia (BACS). Schizophr Res. (2008) 102:108–15. doi: 10.1016/j.schres.2008.03.024
16. Keefe RS, Goldberg TE, Harvey PD, Gold JM, Poe MP, Coughenour L. The Brief Assessment of Cognition in Schizophrenia: reliability, sensitivity, and comparison with a standard neurocognitive battery. Schizophr Res. (2004) 68:283–97. doi: 10.1016/j.schres.2003.09.011
17. Kim JS, Kornhuber HH, Schmid-Burgk W, Holzmuller B. Low cerebrospinal fluid glutamate in schizophrenic patients and a new hypothesis on schizophrenia. Neurosci Lett. (1980) 20:379–82.
18. Orozco IJ, Koppensteiner P, Ninan I, Arancio O. The schizophrenia susceptibility gene DTNBP1 modulates AMPAR synaptic transmission and plasticity in the hippocampus of juvenile DBA/2J mice. Mol Cell Neurosci. (2014) 58:76–84. doi: 10.1016/j.mcn.2013.12.003
19. Gupta M, Jain S, Moily NS, Kaur H, Jajodia A, Purushottam M, et al. Genetic studies indicate a potential target 5-HTR(3B) for drug therapy in schizophrenia patients. Am J Med Genet B Neuropsychiatr Genet. (2012) 159B:1006–8. doi: 10.1002/ajmg.b.32105
20. Vukadinovic Z, Rosenzweig I. Abnormalities in thalamic neurophysiology in schizophrenia: could psychosis be a result of potassium channel dysfunction? Neurosci Biobehav Rev. (2012) 36:960–8. doi: 10.1016/j.neubiorev.2011.11.005
21. Levinson DF, Duan J, Oh S, Wang K, Sanders AR, Shi J, et al. Copy number variants in schizophrenia: confirmation of five previous findings and new evidence for 3q29 microdeletions and VIPR2 duplications. Am J Psychiatry (2011) 168:302–16. doi: 10.1176/appi.ajp.2010.10060876
22. Gottesman II, Shields J. A polygenic theory of schizophrenia. Proc Natl Acad Sci USA. (1967) 58:199–205.
23. Feng W, Long JF, Fan JS, Suetake T, Zhang M. The tetrameric L27 domain complex as an organization platform for supramolecular assemblies. Nat Struct Mol Biol. (2004) 11:475–80. doi: 10.1038/nsmb751
24. Yang X, Xie X, Chen L, Zhou H, Wang Z, Zhao W, et al. Structural basis for tandem L27 domain-mediated polymerization. FASEB J. (2010) 24:4806–15. doi: 10.1096/fj.10-163857
25. Citri A, Malenka RC. Synaptic plasticity: multiple forms, functions, and mechanisms. Neuropsychopharmacol (2008) 33:18–41. doi: 10.1038/sj.npp.1301559
Keywords: schizophrenia, synapse-associated protein 97 (SAP97) gene, L27 domain, rs3915512 polymorphism, neurocognitive function
Citation: Xu X, Liang C, Lv D, Yin J, Luo X, Fu J, Yan H, Zhou X, Dai Z, Zhu D, Xiong S, Lin Z, Lin J, Zhao B, Li Y, Wang Y, Ma G and Li K (2018) Association of the Synapse-Associated Protein 97 (SAP97) Gene Polymorphism With Neurocognitive Function in Schizophrenic Patients. Front. Psychiatry 9:458. doi: 10.3389/fpsyt.2018.00458
Received: 14 July 2018; Accepted: 04 September 2018;
Published: 26 September 2018.
Edited by:
Błazej Misiak, Wroclaw Medical University, PolandReviewed by:
Antonio Bruno, Università degli Studi di Messina, ItalyNapoleon Waszkiewicz, Medical University of Białystok, Poland
Copyright © 2018 Xu, Liang, Lv, Yin, Luo, Fu, Yan, Zhou, Dai, Zhu, Xiong, Lin, Lin, Zhao, Li, Wang, Ma and Li. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Yajun Wang, wangyajuny1977@aliyun.com
Guoda Ma, sihan1107@126.com
Keshen Li, keshenli1971@163.com
†These authors have contributed equally to this work