Top Banner
Xin-Min Li, MD, PhD, FRCPC Professor and Chair, Department of Psychiatry Capital Health Chair in Mental Health Research Special Advisor on China Research Initiatives, University of Alberta, Canada Department of Psychiatry White Matter Deficits: New TMS Treatment Targets in Depression?
57

White Matter Deficits: New TMS Treatment Targets in Depression?

Apr 21, 2017

Download

Health & Medicine

Yasir Hameed
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: White Matter Deficits: New TMS Treatment Targets in Depression?

Xin-Min Li, MD, PhD, FRCPCProfessor and Chair, Department of PsychiatryCapital Health Chair in Mental Health ResearchSpecial Advisor on China Research Initiatives, 

University of Alberta, Canada   

Department of Psychiatry

White Matter Deficits: New TMS Treatment Targets in Depression?

Page 2: White Matter Deficits: New TMS Treatment Targets in Depression?

Without emotion, man would be nothing but a biological computer. Love, joy, sorrow, fear, apprehension, anger, satisfaction, and discontent provide the meaning of human existence.

------------Arnold M. Ludwig (1980)

Samuel Clemens(Mark Twain)

Ernest Hemingway

Peter Tchaikovsky Robert Schumann Kurt Cobain

Alexander Pushkin

Vincent Van Gogh

Virginia Woolf

* 17/3/2017

Page 3: White Matter Deficits: New TMS Treatment Targets in Depression?

Adapted from Health Statistics and Informatics 2004

Ten leading causes of burden of disease World, 2004 and 2030

* 17/3/2017

Page 4: White Matter Deficits: New TMS Treatment Targets in Depression?

Lifetime risk: 1 in 6 individuals in the United States, 1 in 10 in Canada

Core symptoms:Depressed mood, anhedonia, irritability, difficulties in concentrating, and abnormalities in appetite and sleep

High mortality associated with suicide

Treatment: Psychotherapy (cognitive therapy, interpersonal therapy)

Social supports (family and friends et al)

Antidepressants treatment 

Brain stimulations (ECT, rTMS, DBS et al) 

Alternative Therapy (Light therapy, herbal et al)

Quick facts of depression

* 17/3/2017

Page 5: White Matter Deficits: New TMS Treatment Targets in Depression?

* 17/3/2017

Page 6: White Matter Deficits: New TMS Treatment Targets in Depression?

* 17/3/2017

Page 7: White Matter Deficits: New TMS Treatment Targets in Depression?

* 17/3/2017

Page 8: White Matter Deficits: New TMS Treatment Targets in Depression?

* 17/3/2017

Page 9: White Matter Deficits: New TMS Treatment Targets in Depression?

* 17/3/2017

Page 10: White Matter Deficits: New TMS Treatment Targets in Depression?

* 17/3/2017

Page 11: White Matter Deficits: New TMS Treatment Targets in Depression?

* 17/3/2017

Page 12: White Matter Deficits: New TMS Treatment Targets in Depression?

In the limbic (emotional) regions of the brain, that are primarily responsible for depression, there is a relative deficit in:

Noradrenaline (NA),Serotonin (5-HT)Possibly dopamine (DA)(Leonard and Healy, 1999)

Acute action of antidepressants that were available resulted in the “monoamine hypothesis”

Monoamine Hypothesis of Depression

* 17/3/2017

Page 13: White Matter Deficits: New TMS Treatment Targets in Depression?

Serotonin and Norepinephrine in the brain

Limbic System

Locus Ceruleus (NE Source)

Prefrontal Cortex

Raphe Nuclei  (5-HT source)

Cooper JR, Bloom FE. The Biochemical Basis of Neuropharmacology. 1996.

* 17/3/2017

Page 14: White Matter Deficits: New TMS Treatment Targets in Depression?

Two sides to the neurotransmitter theory

Sex

Appetite

Aggression

Concentration

Interest

Motivation

Depressed Mood

Anxiety

Irritability

Thought  process

References:1. Adapted from: Stahl SM. In: Essential Psychopharmacology: Neuroscientific Basis and Practical Applications: 2nd ed. Cambridge University Press 2000.

2. Blier P, et al. J Psychiatry Neurosci. 2001;26(1):37-43.3. Doraiswamy PM. J Clin Psychiatry. 2001;62(suppl 12):30-35.4. Verma S, et al. Int Rev Psychiatry. 2000;12:103-114.

Norepinephrine (NE)

• Both serotonin and norepinephrine mediate a broad spectrum of depressive symptoms

Serotonin (5-HT)

Vague Aches and pain

Functional domains of Serotonin and Norepinephrine1-4

* 17/3/2017

Page 15: White Matter Deficits: New TMS Treatment Targets in Depression?

2-3 week lag period for therapeutic responseMonoamine depletion does not produce depressive symptoms in healthy individualsPET studies fail to show the reduced receptor and transporter numbersGenetic association analyses shows no evidence of monoaminergic gene involvement in depressionThe chronic effects of antidepressantsNeurotrophic and neurogenesis hypothesis

Challenges to traditional theories

Am J Psychiatry 167:11, 2010

* 17/3/2017

Page 16: White Matter Deficits: New TMS Treatment Targets in Depression?

The brain is a dynamic system that derives its structural and functional capacity from the interaction of genes and environmental factors.Neuroplasticity describes the ability of the brain to undergo functioning-relevant adaptations to external or internal stimuli.Depression occurs when the processes involved in maintaining structural plasticity are impaired (e.g., changes in neurotransmitter concentrations, receptor activity, synaptic cascades).

Depression is a disorder of neuroplasticity

* 17/3/2017

Page 17: White Matter Deficits: New TMS Treatment Targets in Depression?

Depression, in part, results from a loss of neurotrophic support that leads to:

atrophyloss of neurons in the brain

Suggests that the etiology and treatment of depression will involve alterations in:

structureneurochemicals

Antidepressants act, in part, by inducingneurotrophic effects that reverse structural changes that have occurred.

Neurotrophic hypothesis

* 17/3/2017

Page 18: White Matter Deficits: New TMS Treatment Targets in Depression?

Hippocampal volume is decreased in patients with depression • is related to duration of depression*• antidepressant treatment partially blocks or reverses 

the hippocampal volume reduction**

In depressed patients, volumes are decreased in:• amygdala core nuclei †• subgenual prefrontal cortex ††

Structural alterations in depression

*Sheline et al., Proc Natl Acad Sci. USA 996;93:3908  Sheline et al., J Neurosci. 1999;19:5034   MacQueen et al., 2003

 ** Sheline et al., Am J Psych. 2003;160(8):1 Vermetten et al.,  Biol Psych. 2003;54:693  † Sheline et al.,  Neuroreport.  1998;9:2023†† Drevets et al., Nature  1997;386:824

* 17/3/2017

Page 19: White Matter Deficits: New TMS Treatment Targets in Depression?

Sheline YI et al., J Neurosci. 1999;19:5034-5043

Hippocampus and Depression

0 500 1000 1500 2000 2500 3000 3500 4000

Tota

l Hip

poca

mpa

l Vol

ume,

mm

3

5800

5300

4800

4300

3800

3300

2800

Time Depressed, Days

Correlation between duration of depression and hippocampal volume

* 17/3/2017

Page 20: White Matter Deficits: New TMS Treatment Targets in Depression?

• In adult animals, new neurons are formed continuously from progenitor cells located in the subgranular zone (SGV)• Those neurons differentiate and become incorporated into neuronal circuits in the dentate gyrus

Hippocampal Neurogenesis

Warner-Schmidt and Duman (2006) Hippocampus 16: 239

* 17/3/2017

Page 21: White Matter Deficits: New TMS Treatment Targets in Depression?

Antidepressant treatment increases neurogenesis

Santarelli et al. 2003 Science 301(5634): 805-809.

Dranovsky and Hen 2006 Biological Psychiatry 59(12): 1136-1143.

Antidepressants induce the Expression of BDNF and FGF in cortical and Hippocampal Neurons

Reviewed by Turner, Akil et al. 2006 Biological Psychiatry 59(12): 1128-1135. 

Reviewed by Tardito, Perez et al. 2006 Pharmacol Rev 58(1): 115-134.

Stress and Neurogenesis

Biological Psychiatry (2006), 59. 1116-1127 

* 17/3/2017

Page 22: White Matter Deficits: New TMS Treatment Targets in Depression?

Biologicalrisks

Stressors

Limbic-cortical circuits

Depressiveepisode

Treatment

Homeostasis

Phenotype Dimensional characteristics?

Categorical subtypes? 

Environment Early abuse Life events Medical illness

Gender Family history Temperament HPA reactivity Specific genes

Conceptual Model of Depression

* 17/3/2017

Page 23: White Matter Deficits: New TMS Treatment Targets in Depression?

White matter hyperintensities (WMHs) are areas of increased signal intensity on T2 weighted MRIs. 

A higher rate and severity of WMHs in individuals with late life depression compared with healthy elderly controls.

WMHs also found in early onset depression recently

WMHs are due to three major causes: dilated perivascular spaces, oligemic demyelination and ischemic demyelination. 

Oligodendrocyte dysfunctions in MDD

review in Journal of Neurology, Neurosurgery, and Psychiatry (2008);79:619-624. Ann N Y Acad Sci. (2002) Nov;977:333-9. Biological Psychiatry. (2001), 50:179-183.

* 17/3/2017

Page 24: White Matter Deficits: New TMS Treatment Targets in Depression?

Forest plots of cross-sectional analyses comparing (A) overall white matter hyperintensities (WMH), (B) deep WMH, and (C) periventricular WMH on depression.

Journal of Psychiatric Research, Volume 56, 2014, 56–64

White Matter Hyperintensities on Depression

* 17/3/2017

Page 25: White Matter Deficits: New TMS Treatment Targets in Depression?

Journal of Psychiatric Research, Volume 56, 2014, 56–64

White Matter Hyperintensities on Depression

Forest plots of longitudinal (A) and cross-sectional (B) studies comparing volumetric assessment of overall white matter hyperintensities and depression. 

* 17/3/2017

Page 26: White Matter Deficits: New TMS Treatment Targets in Depression?

(A) Lateral view of the cortical surface of the brain, showing the dorsolateral prefrontal cortex (dlPFC), ventrolateral PFC (vlPFC), orbitofrontal cortex (OFC), and insular cortex (ins). (B) Mid‐sagittal view of the brain, showing the medial PFC (mPFC), anterior cingulate cortex (subgenual (sgACC), rostral (rACC), dorsal (dACC)), striatum (stria), amygdala (Am), and hippocampus (Hp). 

Brain Regions Implicated as Potential Illness and Treatment Biomarkers in MDD

Annals of the New York Academy of Sciences (2015) Volume 1344, Issue 1, pages 50-65. 

* 17/3/2017

Page 27: White Matter Deficits: New TMS Treatment Targets in Depression?

Expression of CNPase protein in ventral prefrontal white matter from 14 matched pairs of subjects with major depressive disorder (MDD) and control subjects. Mean values (with S.E.M.) of the normalized optical density for each group are presented.

Journal of Psychiatric Research, Volume 65, 2015, 53–62

Oligodendrocyte Morphometry and Expression of Myelin – Related mRNA in Ventral Prefrontal White Matter in MDD

* 17/3/2017

Page 28: White Matter Deficits: New TMS Treatment Targets in Depression?

Oligodendrocyte Dysfunctions in MDD

Molecular Psychiatry (2005) 10, 309–322.

Major depressive disorder may be associated with changes in cell communication and signal transduction mechanisms that contribute to abnormalities in oligodendrocyte and synaptic function.

* 17/3/2017

Page 29: White Matter Deficits: New TMS Treatment Targets in Depression?

Reduced oligodendrocyte are found in various brain areas in MDD

Oligodendrocyte Dysfunctions in MDD

Biological Psychiatry (2004) 55, 563-569Schizophrenia Research (2007) 94, 273-280Neuroscience (1999) 91, 1247-1255

* 17/3/2017

Page 30: White Matter Deficits: New TMS Treatment Targets in Depression?

Psychiatry Research (2007)151: 179-188

(A) Normal control subject(B) Normal control subject(C) Schizophrenic subject(D) Bipolar disorder subject(E) Major depression subject

A       C       D       E

The density and size of oligodendrocytes reduced in patients with SCZ and depression

* 17/3/2017

Page 31: White Matter Deficits: New TMS Treatment Targets in Depression?

Depression is the commonest psychiatric comorbidity in Multiple Sclerosis (MS) patients– Point prevalence rates for major depressive syndromes in MS clinic populations are in the range of 14%

– Lifetime risk for MDD in the MS population may be as high as 50%

– Almost all comparison studies have reported higher rates of depression among MS patient cohorts than among those with other chronic illnesses, including other neurologic disorders

Medical intervention may increase depression– Corticosteroids, beta interferons

Depression in Multiple Sclerosis

Mult Scler Relat Disord. 2016 Jan;5:12-26; Multiple Sclerosis (2005) 11: 328-337

* 17/3/2017

Page 32: White Matter Deficits: New TMS Treatment Targets in Depression?

Antidepressant treatment partially blocks or reverses the memory impairment and  hippocampal volume reduction

Antidepressants and Structural Alterations in Depression

Sheline et al., Am J Psych. 2003;160(8):1;  Vermetten et al.,  Biol Psych. 2003;54:693 

* 17/3/2017

Page 33: White Matter Deficits: New TMS Treatment Targets in Depression?

* Malberg et al., J Neurosci. 2000;20:9104** Manev et al., Eur J Pharmacol. 

2001;411:67

Studies from several laboratories have reported increased neurogenesis in adults treated with

SSRI, SNRI, MAOI, ECT*SSRI and atypical antidepressants**SSRI and tricyclic antidepressants†

Atypical antipsychotics ††

Antidepressant Treatment Increases Neurogenesis

 †  Santarelli et al., Science 2003;302:805-809 †† Madsen et al., Biol Psychiatry 2000;47:1043

* 17/3/2017

Page 34: White Matter Deficits: New TMS Treatment Targets in Depression?

Do oligodendrocyte dysfunctions play their roles in Depression pathogenesis?

Contributions to the disease onset and development

Interaction between stress and oligodendrocyte dysfunction 

Will interventions work on depression influence the function of oligodendrocyte cells?

Questions

* 17/3/2017

Page 35: White Matter Deficits: New TMS Treatment Targets in Depression?

Therapeutic Potential on White Matter Deficits in The Treatment of MDD-

preclinical Studies

* 17/3/2017

Page 36: White Matter Deficits: New TMS Treatment Targets in Depression?

• Cuprizonecopper chelator produces copper deficiency in mice        demyelinationcan be added to feed

• Cuprizone administrationdemyelination and apoptosis  of oligodendrocytescessation of cuprizone results in remyelination within 3-4 weeks demyelination and remyelination can be manipulated 

• dose of cuprizone • duration of administration

Cuprizone

Animal Model – Cuprizone-induced Demyelination

* 17/3/2017

(Brain Pathol., 2003; 13:329-339)

Page 37: White Matter Deficits: New TMS Treatment Targets in Depression?

Two-way ANOVA & Newman-Keuls Test **p< 0.01 vs. Con; +p<0.05 ++p< 0.01 vs. cup

Y-maze results

• Quetiapine protects from cuprizone-inducedSpatial working memory impairment in mice

Department of Psychiatry

* 17/3/2017

Page 38: White Matter Deficits: New TMS Treatment Targets in Depression?

Magnification: 10x

LFB-PAS staining Corpus Callosum MBP staining Cerebral CortexNormal

• Protects Mice from Cuprizone-Induced Demyelinationdecreased LFB-PAS in corpus callosumdecreased MBP staining in cortex

Quetiapine (10mg/kg/day)

Cuprizone (0.2%w/w) Cuprizone+quetiapine

Normal Quetiapine (10mg/kg/day)

Cuprizone (0.2%w/w) Cuprizone+quetiapine

Quetiapine Prevents Demyelination

* 17/3/2017

Zhang,  et al., 2008 

Page 39: White Matter Deficits: New TMS Treatment Targets in Depression?

Two-way ANOVA & Newman-Keuls Test  **P< 0.01 vs. Control; ++P< 0.01 vs. Cuprizone

• Cuprizone causes enlargement of lateral ventricles• Quetiapine prevented the enlargement of lateral ventricle

Quetiapine (10mg/kg/day)Normal

Cuprizone (0.2%w/w) Cuprizone+quetiapine

Quetiapine prevents ventricle enlargement

* 17/3/2017

Page 40: White Matter Deficits: New TMS Treatment Targets in Depression?

PhotomicrographsA: Control B: DM-12w C: DM-12w -- RM-2w (W) D: DM-12w -- RM-2w (Q)E: DM-12w -- RM-3w (W) F: DM-12w -- RM-3w (Q) G: DM-12w -- RM-4w (W) H: DM-12w -- RM-4w (Q) W: water Q: quetiapine Bar: 200μm

Quetiapine Promotes MBP Expression in Cerebral Cortex of Demyelinated Brain

* 17/3/2017

Zhang, et al 2012

Page 41: White Matter Deficits: New TMS Treatment Targets in Depression?

*P < 0.05; **P < 0.01, vs. controls

• Quetipine in normal micestimulates oligodendrocytesdecreases proportion of astrocytes

Quetiapine Increases Oligodendrocytes

Xiao, et al., Molecular psychiatry,2008* 17/3/2017

Page 42: White Matter Deficits: New TMS Treatment Targets in Depression?

Initialization of myelination

Myelin lamella Myelinated axon

• Quetiapine facilitates myelination in aggregating neocortical cell cultures

Quetiapine in Neocortical Cell Cultures

Xiao, et al., 2008

* 17/3/2017

Page 43: White Matter Deficits: New TMS Treatment Targets in Depression?

The Effects of Transcranial Magnetic Stimulation (rTMS)

on White Matter Deficits

* 17/3/2017

Page 44: White Matter Deficits: New TMS Treatment Targets in Depression?

rTMS is a procedure in which cerebral electrical activity is influenced by a pulsed magnetic field

Transcranial magnetic stimulation (TMS)*

Major depression, Schizophrenia, Addition, Stroke Parkinson’s Disease

* 17/3/2017

Page 45: White Matter Deficits: New TMS Treatment Targets in Depression?

Mechanisms to treat depression are still not fully clearAn hypothesis is that the effects of rTMS on the brain are long-term depression (LTD)-or long-term potentiation (LTP)-like, as the duration of the effects seems to  implicate the changes in synaptic plasticity.

Mechanisms may exist in:

Regulating the endocrinological response of the HPA axis

Effects on neurotransmitter systems in major depression

Affecting neurotrophic factors in the brain 

inducing neurogenesis in the brain

Mechanism of rTMS

* 17/3/2017

Page 46: White Matter Deficits: New TMS Treatment Targets in Depression?

Hypothesis

White Matter Dysfunction

MDD

rTMS ?

rTMS may improve the function of white matter and oligodendrocytes in the brain of MDD patient

* 17/3/2017

Page 47: White Matter Deficits: New TMS Treatment Targets in Depression?

Cuprizone

Animal Model – Cuprizone-induced Demyelination

Co-treatment with cuprizone and rTMS for 3-6 weeks  Behavioural tests  White matter pathology Genetic and molecular reactions to rTMS treatment Fourier transform infrared (FT-IR) microspectroscopy for white matter repair and molecular reformation 

* 17/3/2017

Page 48: White Matter Deficits: New TMS Treatment Targets in Depression?

Effect of HF-rTMS on CPZ-induced Y-Maze Spontaneous Alteration

Effect of HF-rTMS on CPZ-induced Y-Maze spontaneous alteration. (A): Experimental 1 (acute phase); (C): Experimental 2 (recovery phase); Experimental 3 (chronic phase) Results are expressed as mean ± SEM of 16 mice in each group. #P<0.05 vs. Sham group;*P<0.05 vs. CPZ group

* 17/3/2017

Page 49: White Matter Deficits: New TMS Treatment Targets in Depression?

rTMS Improves Social Interactions

The effect of HF-rTMS on CPZ-induced social interaction behavior. (A): Experimental tracking chart; (B): Experiment 1 (acute phase) (a): Session 1; (b): Session 2; (C): Experiment 2 (recovery phase) (c): Session 1; (d): Session 2; (D) Experiment 3 (chronic phase) (e): Session 1; (f): Session 2. Results are expressed as mean ± SEM of the 16 mice in each group. Session 1:#P<0.05 vs. empty cup;*P<0.05 vs. strange1; Session 2: $P<0.05 vs.strange1; %P<0.05 vs.strange2;

* 17/3/2017

Page 50: White Matter Deficits: New TMS Treatment Targets in Depression?

rTMS Alleviates Demyelination

(A) Luxol fast blue and periodic acid Schiff (LFB-PSA) staining for phospholipid of myelin sheaths from Bregma 0.86mm - 0.38mm [A.(1)] and [A.(2),(3)] are shown using low and high magnification (4X and 20X) respectively. Myelination score of ec and cp areas are represented in A (4), (5).

* 17/3/2017

Page 51: White Matter Deficits: New TMS Treatment Targets in Depression?

rTMS Alleviates Demyelination(B) MBP immunostaining in cortical area Bregma 0.86mm - 0.38mm. [B. (1)] and [B. (2)] are shown using low and high magnification (4X and 20X) respectively. MBP western blotting in cortical area B. (3); (C) MBP immunostaining in hippocampus area from Bregma -1.46mm -2.18mm.[C.(1)] and [B.(2)] are shown using low and high magnification (4X and 20X) respectively. MBP western blotting in hippocampus area C.(3); Results are expressed as mean ± SEM of 8 mice in each group. #P<0.05 vs.Sham group;*P<0.05 vs. CPZ group. 1: Sham; 2: CPZ; 3: Sham + rTMS; 4: CPZ + rTMS; cg: cingulum; ec: external capsule; cp: caudate putamen (striatum) LV: lateral ventricle; ctx: cortex; DG: dentate gyrus; 

* 17/3/2017

Page 52: White Matter Deficits: New TMS Treatment Targets in Depression?

Effect of HF-rTMS on PDGFαexpression in prefrontal cortex and hippocampus after 6 weeks of CPZ

(A) PDGFα-immunostaining in ec (A.1), cg (A.2), and DG (A.3) areas. Western blotting in prefrontal cortex (B) and hippocampus (C). Results are expressed as mean ± SEM of 8 mice in each group. #P<0.05 vs.Sham group; *P<0.05vs. CPZ group.1: Sham; 2: CPZ; 3: Sham+rTMS; 4: CPZ+rTMS; cg: cingulum; ec:external capsule; DG: dentate gyrus

* 17/3/2017

Page 53: White Matter Deficits: New TMS Treatment Targets in Depression?

The Effect of HF-rTMS on GFPA and CD11b Expression in Cortex and Hippocampus after 6 Weeks of CPZ

(A):immunofluorescent  staining  for  GFAP  inBregma0.86mm-0.38mm[A.(1)]and  [A.(3)]  are represented the 4×,and 20× magnificationrespectively. [A.(2)] are represented the DG area. Western blotting of GFAP, CD-11b in cortex and hippocampus (B, C).Results are expressed as  mean±  SEM  of  8mice  in  each  group.  1:  Sham;  2:  CPZ;  3:  Sham+rTMS;  4: CPZ+rTMS;#P<0.05 vs.Sham group;*P<0.05vs. CPZ group.

* 17/3/2017

Page 54: White Matter Deficits: New TMS Treatment Targets in Depression?

Myelination, Oligodendrocytes, and Serious Mental Illness

Haroutunian, et al., 2015

* 17/3/2017

Page 55: White Matter Deficits: New TMS Treatment Targets in Depression?

Involvement of oligodendrocyte degeneration in pathophysiology of MDD

decrease in white matter volume• loss of oligodendrocytes• down-regulation of myelin genes• lesions in the white matter may be treatment resistant MDD 

Quetiapine and rTMS• increases oligodendrocytes and reduces astrocytes in normal 

mice• prevents demyelination caused by cuprizone• prevents behaviour impairments• The oligodendrocyte genesis as a potential target in the 

treatment of MDD 

Summary

* 17/3/2017

Page 56: White Matter Deficits: New TMS Treatment Targets in Depression?

Bench & Bedside White matter deficits and environmental interactions through disease progress

Impact of pharmacological and non-pharmacological treatments on white matter deficits in patient

Apply preclinical study to demyelinating diseases

White matter deficits Vs. neurogenesis theory

White matter deficit in pharmacogenomic and neuroimaging

New treatment focusing on white matter in future?

In Future……

* 17/3/2017

Page 57: White Matter Deficits: New TMS Treatment Targets in Depression?

Department of Psychiatry

CIHR, CPRF, MHRC, Schizophrenia Society, NSFC,中国科技部中加科技合作项目(CIHR-MOST)CollaboratorsDrs. Yanbo Zhang, Jiming Kong, Jue He, Haiyun Xu, Lan Xiao, Dai Zhang, Qingrong Tan, Zhijun Zhang, Qingjun Huang

Postdoctoral Fellows and StudentsDrs., Kelly Hartle, Handi Zhang, Junhui Wang, Shufang Feng, Shenghua Zhu

Acknowledgements

* 17/3/2017