Literature DB >> 25378944

Diagnosis and activity assessment of immunoglobulin A nephropathy: current perspectives on noninvasive testing with aberrantly glycosylated immunoglobulin A-related biomarkers.

Yusuke Suzuki1, Hitoshi Suzuki1, Yuko Makita1, Akiko Takahata1, Keiko Takahashi1, Masahiro Muto1, Yohei Sasaki1, Atikemu Kelimu1, Keiichi Matsuzaki2, Hiroyuki Yanagawa1, Keiko Okazaki1, Yasuhiko Tomino1.   

Abstract

Immunoglobulin (Ig) A nephropathy (IgAN) is the most common form of glomerular disease worldwide and is associated with a poor prognosis. Thus, development of a curative treatment and strategies for early diagnosis and treatment are urgently needed. Pathological analysis of renal biopsy is the gold standard for the diagnosis and assessment of disease activity; however, immediate and frequent assessment based on biopsy specimens is difficult. Therefore, a simple and safe alternative is desirable. On the other hand, it is now widely accepted that multi-hit steps, including production of aberrantly glycosylated serum IgA1 (first hit), and IgG or IgA autoantibodies that recognize glycan containing epitopes on glycosylated serum IgA1 (second hit) and their subsequent immune complex formation (third hit) and glomerular deposition (fourth hit), are required for continued progression of IgAN. Although the prognostic and predictive values of several markers have been discussed elsewhere, we recently developed a highly sensitive and specific diagnostic method by measuring serum levels of glycosylated serum IgA1 and related IgA immune complex. In addition, we confirmed a significant correlation between serum levels of these essential effector molecules and disease activity after treatment, suggesting that each can be considered as a practical surrogate marker of therapeutic effects in this slowly progressive disease. Such a noninvasive diagnostic and activity assessment method using these disease-oriented specific biomarkers may be useful in the early diagnosis of and intervention in IgAN, with appropriate indication for treatment, and thus aid in the future development and dissemination of specific and curative treatments.

Entities:  

Keywords:  N-acetylgalactosamine; anti-glycan antibody; galactose-deficient immunoglobulin A1; immune complex; surrogate marker

Year:  2014        PMID: 25378944      PMCID: PMC4219541          DOI: 10.2147/IJNRD.S50513

Source DB:  PubMed          Journal:  Int J Nephrol Renovasc Dis        ISSN: 1178-7058


Limitations of renal biopsy and urinalysis in assessment of disease activity

Immunoglobulin A nephropathy (IgAN) is the most common form of primary glomerulonephritis worldwide, and is associated with a poor prognosis, resulting in end-stage kidney disease in approximately 40% of cases.1–3 Because the poor prognosis of IgAN is partly a result of delayed diagnosis, strategies for early diagnosis leading to early and effective medical intervention are urgently needed. Pathological analysis of renal biopsy tissue is the gold standard for diagnosis of IgAN as well as assessment of disease activity and renal prognosis. However, the findings may differ according to the timing of renal biopsy during the 20-year course of IgAN.1,2 Different intervention periods may yield different findings on renal biopsy. For example, in studies using a renal biopsy database from the southern USA, IgAN was commonly identified in renal biopsy tissue specimens from patients aged <40 years, whereas focal glomerulosclerosis was reportedly the primary finding in patients aged ≥40 years.4 The authors pointed out that although primary focal glomerulosclerosis was most common in non-white individuals aged ≥40 years, secondary focal glomerulosclerosis was more likely in Caucasians because of “burned-out” IgAN. Moreover, renal biopsy is not frequently performed because of procedural risks and/or limitation of insurance coverage. These observations emphasize that renal biopsy provides only a snap-shot of the disease status and thus also has limitations in the assessment of disease activity. Furthermore, even if biopsy is performed early in the course of disease, findings may be inconclusive and prognosis may be difficult to predict. Even mild IgAN, presenting as hematuria or mild proteinuria with mild histological lesions at the time of renal biopsy, progresses to renal failure in 30% of cases.3,5,6 To determine disease stage, a noninvasive, real-time activity assessment method separate from renal biopsy is desirable. Urinalysis is often used to assess disease activity, although this method also has limitations and restrictions. However, to date, there is no clear method to distinguish proteinuria from acute glomerular inflammatory lesions such as cellular crescents or burned-out sclerotic glomerulus in IgAN. Therefore, the rationale for treatment indication based on urinary protein levels in many clinical guidelines must be rigorously limited. Taken together, activity assessment methods other than renal biopsy and urinalysis are needed. In addition to an objective method to assess disease activity, a simple and safe method of early diagnosis using valid biomarkers based on the pathogenesis of IgAN should be established.

Aberrantly glycosylated IgA and related IgA immune complexes as effector molecules in IgAN

Levels of the polymeric form of IgA are elevated in the serum of IgAN patients, whereas glomerular IgA in this disease is mainly of the IgA1 subtype.7,8 IgA1 has a longer hinge region, which can be glycosylated with various O-linked-glycans with N-acetylgalactosamine (GalNAc), galactose, and sialic acid, depending on the activity of specific glycosyltransferases.9 Previous reports have indicated that glomerular IgA1 in IgAN is either under-galactosylated.10,11 Therefore, aberrantly glycosylated IgA1 has long been considered as a possible cause of IgAN.12 In recent years, an increase in serum galactose-deficient IgA1 levels in patients with IgAN was quantitatively confirmed for the first time by Moldoveanu et al by use of an enzyme-linked immunosorbent assay using helix aspersa agglutinin lectin, which recognizes GalNAc residues.13 Moreover, Suzuki et al established immortalized B-cell lines that produce IgA1 from peripheral blood B cells obtained from IgAN patients and analyzed the characteristics of GdIgA1.14 IgA1 from IgAN was polymeric-dominant and galactose-deficient or over-sialylated on terminal GalNAc.9,13 In addition, enzyme analysis revealed abnormal enzymatic activity, such as a decrease in β1,3-galactosyltransferase and an increase in α2,6-sialyltransferase activities, which are critical for incorporation of galactose and sialic acid into GalNAc, respectively.14 Recent studies have shown that these enzymatic activities are possibly regulated by genetic mechanisms and dysregulation of mucosal immunity.15–17 A question arises regarding where such GdIgA1 is generated. Some clinical evidence, such as exacerbation of IgAN after upper respiratory tract infection, suggests mucosal contribution in the pathogenesis of IgAN. Indeed, some Japanese groups demonstrated aberrant glycosylation in IgA from palatine tonsils of IgAN patients,18,19 whereas some Chinese groups reported abnormal cytokine profiles in the tonsils leading to an imbalance in β1,3-galactosyltransferase and an increase in α2,6-sialyltransferase,20,21 indicating that palatine tonsils may be the primary site of GdIgA1. Our recent studies further confirmed this notion. Most IgAN patients have decreased serum IgA levels after tonsillectomy. In our analysis, we found an average decrease of nearly 10% at 4 weeks after tonsillectomy. Moreover, patients demonstrating a relatively large decrease in serum IgA levels (>10%) achieved better clinical outcomes after tonsillectomy,22 suggesting that nephritogenic IgA may play a role in the decrease in IgA after tonsillectomy. Indeed, high serum IgA levels (>315 mg/dL) and serum IgA/C3 ratio (>3.01) in association with hematuria (more than five red blood cells per high power field) and proteinuria (>0.3 g/day) have a diagnostic value for IgAN.23 To further confirm this idea, we directly evaluated changes in serum GdIgA1 levels by helix aspersa agglutinin lectin enzyme-linked immunosorbent assay before and 4 weeks after tonsillectomy.24 IgAN patients who demonstrated a significant decrease in serum GdIgA1 levels after tonsillectomy achieved significantly better improvement in hematuria, strongly indicating that at least some factors associated with nephritogenic GdIgA1 are delivered from the palatine tonsils.24 To determine whether GdIgA1 is the sole effector molecule of IgAN, Gharavi et al noted increased serum helix aspersa agglutinin-reactive GdIgA1 levels in patients with IgAN compared with those in their relatives; however, serum GdIgA1 levels in the relatives were still elevated compared with those in normal individuals who were not blood relatives, regardless of the absence of nephropathy.25 Thus, IgAN pathogenesis cannot be explained on the basis of elevated GdIgA1 levels alone, because other pathological factors may be involved in the continued progression of IgAN. In addition, the concentration of immune complexes containing IgA, specifically GdIgA1, is increased in the blood and urine of IgAN patients.8,9,12,26 Serum levels of GdIgA1-IgA and GdIgA1-IgG in immune complexes are increased in IgAN.27 Suzuki et al have recently reported that the IgG autoantibodies that recognize glycan-containing epitopes on GdIgA1 exhibit unique features in the complementarity-determining region 3 of the variable region of their heavy chains.28 Furthermore, serum levels of IgG autoantibodies specific for GdIgA1 correlated with disease severity, as assessed by magnitude of proteinuria.28 The onset and progression of IgAN is believed to require GdIgA1 (first hit), as well as endogenous anti-glycan antibodies (second hit) and subsequent immune complex formation (third hit) and glomerular depositions of both (fourth hit).29 These multi-hit steps in disease progression were also reported in murine models of IgAN. IgAN-prone mice have elevated serum levels of mucosally regulated polymeric forms of IgA with aberrant oligosaccharide contents at the IgA hinge region30,31 and disease severity is not correlated with serum levels of IgA but rather with IgA immune complexes.32 Indeed, complement activity, including the lectin pathway, was strongly induced in the murine IgAN model.33

Assessment of disease diagnosis and activity using serum biomarkers based on etiology

The above-described clinical and experimental findings suggest that GdIgA1 and its related immune complexes with anti-glycan autoantibodies are essential effector molecules in IgAN pathogenesis; thus, serum levels of these molecules have shown potential as diagnostic markers for the clinical severity of IgAN.13,25,27,28 Recent studies demonstrated that increased GdIgA1 levels were associated with worsening proteinuria and a greater risk of deterioration of renal function in IgAN.34,35 In addition, the combination of high serum GdIgA1 levels and circulating levels of advanced oxidation protein products were correlated with a more rapid decline in estimated glomerular filtration rate, suggesting that oxidative stress linked to GdIgA1 may be involved in the pathogenesis of IgAN.35 Although these reports did not analyze serum IgA immune complex levels, Berthoux et al reported that serum levels of IgG and IgA autoantibodies (specific for GdIgA1) at the time of diagnostic biopsy were significantly associated with clinical progression of IgAN towards dialysis/death.36 The findings of previous reports further confirmed the multi-hit hypothesis for the disease mechanism of IgAN,29 and indicate the possibility that evaluation of not only serum levels of the autoantigen (GdIgA1) but also those of autoantibodies to GdIgA1 or immune complexes with such antibodies27,28 should be required as disease markers for IgAN. Our recent study further demonstrated the value of these biomarkers for the assessment of disease activity.37 We evaluated changes in serum levels of GdIgA1 and immune complexes with autoantibodies and demonstrated correlations with changes in urinary abnormalities in 50 IgAN patients, who showed complete or partial clinical remission following tonsillectomy with steroid pulse therapy before and 3–5 years after treatment. Cross-sectional analysis revealed that the degree of hematuria and proteinuria was significantly associated with serum levels of GdIgA1 and IgA immune complexes. In addition, longitudinal analyses showed that improvement of urinary abnormalities was well correlated with decreased serum levels of GdIgA1 and IgA immune complex from baseline values before treatment. Because the disease course of IgAN is slowly progressive, clinical studies to investigate the efficacy of therapy with hard end-point evaluations as observed in diabetic nephropathy, will take a long time to complete. However, these findings emphasize the potential value of these effector molecules as practical surrogate markers for evaluation of the efficacy of therapies for IgAN. Higher serum levels of GdIgA1 and related immune complexes indicate their diagnostic value for IgAN.13,25,27,28 However, previous studies have also shown elevated serum levels of GdIgA1 and immune complexes in some healthy individuals as well as other chronic kidney disease patients.13,14,25,27,28 In our analysis, 41% of IgAN patients had elevated serum GdIgA1 levels and 91% of these patients exhibited GdIgA1-specific IgG levels above the 90th percentile of healthy controls,38 consistent with a prior report.39 Although up to 25% of controls with chronic kidney disease, particularly those with immune-mediated glomerular diseases including lupus nephritis, also had elevated serum levels of GdIgA1-specific IgG, most IgAN patients had elevated levels of Gd-IgA1-specific antibody of both isotypes. Such a substantial overlap in serum levels of individual biomarkers between patients with IgAN, controls with chronic kidney disease, and healthy controls suggests that no single biomarker was sufficiently specific for IgAN.38 Serum levels of GdIgA1-specific IgG were significantly higher in IgAN patients with elevated GdIgA1 levels (P<0.001). However, approximately 91% of IgAN patients with normal serum GdIgA1 levels also exhibited elevated levels of GdIgA1-specific IgG,38 suggesting that auto-antibody production may occur independently of GdIgA1. Although serum levels of GdIgA1-specific autoantibodies have excellent predictive properties to discriminate IgAN patients from healthy controls and patients with non-immune-mediated kidney disease, the specificity is lower for discriminating IgAN patients from those with other types of immune-mediated kidney disease.38 Indeed, the assessment of GdIgA1-specific IgG showed the best performance for diagnosis of IgAN, with a sensitivity of 89% and specificity of 92%. However, these findings also suggest that a panel of such serum biomarkers may be helpful to differentiate IgAN from other glomerular diseases. In addition, other related markers, such as urinary GdIgA1 and immune complexes, should be assessed for addition to a panel in a larger cohort. Indeed, a multicenter trial of the diagnostic use of the panel with these biomarkers has already been initiated in Japan. Although their capability as prognostic markers to separate progressors and nonprogressors to end-stage kidney disease must be of keen interest, it would take more time because the prognostic value should be evaluated by more follow-up data about IgAN activity assessment with these biomarkers.

Conclusion

Specific curative treatment is required for IgAN, which is the most common form of glomerulonephritis and is associated with poor prognosis. Future research is needed to establish specific treatment regimens. However, such specific treatments may require early diagnosis of IgAN through specific targets before progression of commonly induced pathways that result in further kidney damage, such as sclerotic lesions, and an appropriate clinical trial with practical and disease-specific surrogate markers. As explained in this report, recent clinical and experimental studies emphasize that one of prospective diagnostic and disease assessment markers for IgAN are GdIgA1 and anti-glycan autoantibodies derived from the mucosa-bone marrow axis,40 and subsequent immune complexes (Figure 1). Therefore, noninvasive and real-time testing with such reasonable biomarkers on the basis of pathogenesis is critical to accomplish this goal.
Figure 1

GdIgA1 and its related immune complex with anti-glycan autoantibodies are prospective disease-specific surrogate markers in IgA nephropathy. Recent clinical and experimental studies show that GdIgA1 and auto anti-glycan antibodies may be derived from the mucosa bone marrow axis.

Abbreviations: GdIgA1, galactose-deficient IgA1; IC, immune complex; Ig, immunoglobulin; LN, lymph nodes.

  40 in total

1.  Differential expression of glycogenes in tonsillar B lymphocytes in association with proteinuria and renal dysfunction in IgA nephropathy.

Authors:  Tatsuyuki Inoue; Hitoshi Sugiyama; Yoshiyuki Hiki; Keiichi Takiue; Hiroshi Morinaga; Masashi Kitagawa; Yohei Maeshima; Kunihiro Fukushima; Kazunori Nishizaki; Hirofumi Akagi; Yoshiki Narimatsu; Hisashi Narimatsu; Hirofumi Makino
Journal:  Clin Immunol       Date:  2010-06-11       Impact factor: 3.969

Review 2.  The mucosa-bone-marrow axis in IgA nephropathy.

Authors:  Yusuke Suzuki; Yasuhiko Tomino
Journal:  Contrib Nephrol       Date:  2007       Impact factor: 1.580

3.  Aberrant IgA1 glycosylation is inherited in familial and sporadic IgA nephropathy.

Authors:  Ali G Gharavi; Zina Moldoveanu; Robert J Wyatt; Catherine V Barker; Susan Y Woodford; Richard P Lifton; Jiri Mestecky; Jan Novak; Bruce A Julian
Journal:  J Am Soc Nephrol       Date:  2008-02-13       Impact factor: 10.121

4.  Determination of severity of murine IgA nephropathy by glomerular complement activation by aberrantly glycosylated IgA and immune complexes.

Authors:  Azusa Hashimoto; Yusuke Suzuki; Hitoshi Suzuki; Isao Ohsawa; Rhubell Brown; Stacy Hall; Yuichi Tanaka; Jan Novak; Hiroyuki Ohi; Yasuhiko Tomino
Journal:  Am J Pathol       Date:  2012-08-05       Impact factor: 4.307

Review 5.  Glycosylation of IgA1 and pathogenesis of IgA nephropathy.

Authors:  Jan Novak; Bruce A Julian; Jiri Mestecky; Matthew B Renfrow
Journal:  Semin Immunopathol       Date:  2012-03-21       Impact factor: 9.623

6.  Tonsillar TLR9 expression and efficacy of tonsillectomy with steroid pulse therapy in IgA nephropathy patients.

Authors:  Daisuke Sato; Yusuke Suzuki; Tatsuya Kano; Hitoshi Suzuki; Joe Matsuoka; Hidenori Yokoi; Satoshi Horikoshi; Katsuhisa Ikeda; Yasuhiko Tomino
Journal:  Nephrol Dial Transplant       Date:  2011-07-21       Impact factor: 5.992

7.  Activation of the interleukin-4/signal transducer and activator of transcription 6 signaling pathway and homeodomain-interacting protein kinase 2 production by tonsillar mononuclear cells in IgA nephropathy.

Authors:  Liyu He; Youming Peng; Hong Liu; Wenqing Yin; Xian Chen; Xiaofei Peng; Jing Shao; Yinghong Liu; Fuyou Liu
Journal:  Am J Nephrol       Date:  2013-10-04       Impact factor: 3.754

8.  Expression and correlation analysis of IL-4, IFN-γ and FcαRI in tonsillar mononuclear cells in patients with IgA nephropathy.

Authors:  Xian Chen; Hong Liu; Youming Peng; Liyu He; Yu Zhang; Yinxing Xie; Xiaofei Peng; Chan Liu; Fuyou Liu
Journal:  Cell Immunol       Date:  2014-03-30       Impact factor: 4.868

9.  Geographic differences in genetic susceptibility to IgA nephropathy: GWAS replication study and geospatial risk analysis.

Authors:  Krzysztof Kiryluk; Yifu Li; Simone Sanna-Cherchi; Mersedeh Rohanizadegan; Hitoshi Suzuki; Frank Eitner; Holly J Snyder; Murim Choi; Ping Hou; Francesco Scolari; Claudia Izzi; Maddalena Gigante; Loreto Gesualdo; Silvana Savoldi; Antonio Amoroso; Daniele Cusi; Pasquale Zamboli; Bruce A Julian; Jan Novak; Robert J Wyatt; Krzysztof Mucha; Markus Perola; Kati Kristiansson; Alexander Viktorin; Patrik K Magnusson; Gudmar Thorleifsson; Unnur Thorsteinsdottir; Kari Stefansson; Anne Boland; Marie Metzger; Lise Thibaudin; Christoph Wanner; Kitty J Jager; Shin Goto; Dita Maixnerova; Hussein H Karnib; Judit Nagy; Ulf Panzer; Jingyuan Xie; Nan Chen; Vladimir Tesar; Ichiei Narita; Francois Berthoux; Jürgen Floege; Benedicte Stengel; Hong Zhang; Richard P Lifton; Ali G Gharavi
Journal:  PLoS Genet       Date:  2012-06-21       Impact factor: 5.917

10.  Changes in nephritogenic serum galactose-deficient IgA1 in IgA nephropathy following tonsillectomy and steroid therapy.

Authors:  Junichiro Nakata; Yusuke Suzuki; Hitoshi Suzuki; Daisuke Sato; Tatsuya Kano; Hiroyuki Yanagawa; Keiichi Matsuzaki; Satoshi Horikoshi; Jan Novak; Yasuhiko Tomino
Journal:  PLoS One       Date:  2014-02-21       Impact factor: 3.240

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  9 in total

1.  Differential expression of urinary exosomal microRNAs in IgA nephropathy.

Authors:  Qing-Hua Min; Xi-Min Chen; Ye-Qing Zou; Jing Zhang; Jing Li; Yan Wang; Shu-Qi Li; Qiu-Fang Gao; Fan Sun; Jing Liu; Yan-Mei Xu; Jin Lin; Lin-Feng Huang; Bo Huang; Xiao-Zhong Wang
Journal:  J Clin Lab Anal       Date:  2017-04-06       Impact factor: 2.352

Review 2.  The Phenotypic Difference of IgA Nephropathy and its Race/Gender-dependent Molecular Mechanisms.

Authors:  Yusuke Suzuki; Renato C Monteiro; Rosanna Coppo; Hitoshi Suzuki
Journal:  Kidney360       Date:  2021-05-28

3.  Urinary myeloid IgA Fc alpha receptor (CD89) and transglutaminase-2 as new biomarkers for active IgA nephropathy and henoch-Schönlein purpura nephritis.

Authors:  Rafael N Moresco; Marijn M Speeckaert; Slawomir C Zmonarski; Magdalena Krajewska; Ewa Komuda-Leszek; Agnieszka Perkowska-Ptasinska; Loreto Gesualdo; Maria T Rocchetti; Sigurd E Delanghe; Raymond Vanholder; Wim Van Biesen; Joris R Delanghe
Journal:  BBA Clin       Date:  2016-02-17

4.  Clinical implications of serum N-glycan profiling as a diagnostic and prognostic biomarker in germ-cell tumors.

Authors:  Takuma Narita; Shingo Hatakeyama; Tohru Yoneyama; Shintaro Narita; Shinichi Yamashita; Koji Mitsuzuka; Toshihiko Sakurai; Sadafumi Kawamura; Tatsuo Tochigi; Ippei Takahashi; Shigeyuki Nakaji; Yuki Tobisawa; Hayato Yamamoto; Takuya Koie; Norihiko Tsuchiya; Tomonori Habuchi; Yoichi Arai; Chikara Ohyama
Journal:  Cancer Med       Date:  2017-03-20       Impact factor: 4.452

5.  Identification of novel molecular signatures of IgA nephropathy through an integrative -omics analysis.

Authors:  Magdalena Krochmal; Katryna Cisek; Szymon Filip; Katerina Markoska; Clare Orange; Jerome Zoidakis; Chara Gakiopoulou; Goce Spasovski; Harald Mischak; Christian Delles; Antonia Vlahou; Joachim Jankowski
Journal:  Sci Rep       Date:  2017-08-22       Impact factor: 4.379

6.  N-glycan signature of serum immunoglobulins as a diagnostic biomarker of urothelial carcinomas.

Authors:  Hirotake Kodama; Tohru Yoneyama; Toshikazu Tanaka; Daisuke Noro; Yuki Tobisawa; Hayato Yamamoto; Shinichiro Suto; Shingo Hatakeyama; Kazuyuki Mori; Takahiro Yoneyama; Yasuhiro Hashimoto; Ikuko Kakizaki; Shigeyuki Nakaji; Chikara Ohyama
Journal:  Cancer Med       Date:  2021-01-16       Impact factor: 4.452

7.  Machine learning diagnosis by immunoglobulin N-glycan signatures for precision diagnosis of urological diseases.

Authors:  Hiromichi Iwamura; Kei Mizuno; Shusuke Akamatsu; Shingo Hatakeyama; Yuki Tobisawa; Shintaro Narita; Takuma Narita; Shinichi Yamashita; Sadafumi Kawamura; Toshihiko Sakurai; Naoki Fujita; Hirotake Kodama; Daisuke Noro; Ikuko Kakizaki; Shigeyuki Nakaji; Ken Itoh; Norihiko Tsuchiya; Akihiro Ito; Tomonori Habuchi; Chikara Ohyama; Tohru Yoneyama
Journal:  Cancer Sci       Date:  2022-05-25       Impact factor: 6.518

8.  Volatile Organic Metabolites Identify Patients with Mesangial Proliferative Glomerulonephritis, IgA Nephropathy and Normal Controls.

Authors:  Changsong Wang; Yue Feng; Mingao Wang; Xin Pi; Hongshuang Tong; Yue Wang; Lin Zhu; Enyou Li
Journal:  Sci Rep       Date:  2015-10-07       Impact factor: 4.379

9.  Aberrant N-Glycosylation Profile of Serum Immunoglobulins is a Diagnostic Biomarker of Urothelial Carcinomas.

Authors:  Toshikazu Tanaka; Tohru Yoneyama; Daisuke Noro; Kengo Imanishi; Yuta Kojima; Shingo Hatakeyama; Yuki Tobisawa; Kazuyuki Mori; Hayato Yamamoto; Atsushi Imai; Takahiro Yoneyama; Yasuhiro Hashimoto; Takuya Koie; Masakazu Tanaka; Shin-Ichiro Nishimura; Shizuka Kurauchi; Ippei Takahashi; Chikara Ohyama
Journal:  Int J Mol Sci       Date:  2017-12-06       Impact factor: 5.923

  9 in total

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