CalciumZero: a toolbox for fluorescence calcium imaging on iPSC derived brain organoids.

Xiaofu He, Yian Wang, Yutong Gao, Xuchen Wang, Zhixiong Sun, Huixiang Zhu, Kam W Leong, Bin Xu
Author Information
  1. Xiaofu He: Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA. xh2170@cumc.columbia.edu.
  2. Yian Wang: Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.
  3. Yutong Gao: Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.
  4. Xuchen Wang: Data Science Institute, Columbia University, Northwest Corner, 550 W 120th St #1401, New York, NY, 10027, USA.
  5. Zhixiong Sun: Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.
  6. Huixiang Zhu: Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA.
  7. Kam W Leong: Department of Biomedical Engineering, Columbia University, Northwest Corner, 550 W 120th St #1401, New York, NY, 10027, USA.
  8. Bin Xu: Department of Psychiatry, Columbia University, 1051 Riverside Drive, New York, NY, 10032, USA. bx2105@cumc.columbia.edu.

Abstract

Calcium plays an important role in regulating various neuronal activities in human brains. Investigating the dynamics of the calcium level in neurons is essential not just for understanding the pathophysiology of neuropsychiatric disorders but also as a quantitative gauge to evaluate the influence of drugs on neuron activities. Accessing human brain tissue to study neuron activities has historically been challenging due to ethical concerns. However, a significant breakthrough in the field has emerged with the advent of utilizing patient-derived human induced pluripotent stem cells (iPSCs) to culture neurons and develop brain organoids. This innovative approach provides a promising modeling system to overcome these critical obstacles. Many robust calcium imaging analysis tools have been developed for calcium activity analysis. However, most of the tools are designed for calcium signal detection only. There are limited choices for in-depth downstream applications, particularly in discerning differences between patient and normal calcium dynamics and their responses to drug treatment obtained from human iPSC-based models. Moreover, end-user researchers usually face a considerable challenge in mastering the entire analysis procedure and obtaining critical outputs due to the steep learning curve associated with these available tools. Therefore, we developed CalciumZero, a user-friendly toolbox to satisfy the unmet needs in calcium activity studies in human iPSC-based 3D-organoid/neurosphere models. CalciumZero includes a graphical user interface (GUI), which provides end-user iconic visualization and smooth adjustments on parameter tuning. It streamlines the entire analysis process, offering full automation with just one click after parameter optimization. In addition, it includes supplementary features to statistically evaluate the impact on disease etiology and the detection of drug candidate effects on calcium activities. These evaluations will enhance the analysis of imaging data obtained from patient iPSC-derived brain organoid/neurosphere models, providing a more comprehensive understanding of the results.

Keywords

References

  1. BMC Bioinformatics. 2017 Nov 29;18(1):529 [PMID: 29187165]
  2. Brain. 2016 Aug;139(Pt 8):2307-21 [PMID: 27421791]
  3. BMC Neurosci. 2017 Oct 16;18(1):72 [PMID: 29037171]
  4. Nat Genet. 2008 Jul;40(7):880-5 [PMID: 18511947]
  5. J Physiol. 2024 Apr;602(8):1595-1604 [PMID: 36811153]
  6. Nature. 1997 Aug 28;388(6645):882-7 [PMID: 9278050]
  7. J Neurosci Methods. 2017 Nov 1;291:83-94 [PMID: 28782629]
  8. F1000Res. 2021 Mar 30;10:258 [PMID: 34504683]
  9. Anal Chem. 2005 Sep 15;77(18):5861-9 [PMID: 16159115]
  10. Front Neural Circuits. 2020 May 15;14:25 [PMID: 32499682]
  11. Front Behav Neurosci. 2022 Dec 19;16:1038981 [PMID: 36600993]
  12. Cold Spring Harb Perspect Biol. 2020 Jun 1;12(6): [PMID: 31767646]
  13. Nat Commun. 2021 Sep 1;12(1):4087 [PMID: 34471112]
  14. Curr Protoc. 2023 Jan;3(1):e641 [PMID: 36633423]
  15. Nat Med. 2020 Dec;26(12):1888-1898 [PMID: 32989314]
  16. Elife. 2019 Jan 17;8: [PMID: 30652683]
  17. Transl Psychiatry. 2020 Feb 3;10(1):53 [PMID: 32066691]
  18. Brain Inform. 2022 Aug 4;9(1):18 [PMID: 35927517]

Grants

  1. UG3/UH3TR002151/National Institute of Health-NCATS

Word Cloud

Created with Highcharts 10.0.0calciumhumananalysisactivitiesbrainimagingtoolsmodelsCalciumZeroCalciumdynamicsneuronsjustunderstandingevaluateneurondueHoweverorganoidsprovidescriticaldevelopedactivitydetectionpatientdrugobtainediPSC-basedend-userentiretoolboxincludesparameterplaysimportantroleregulatingvariousneuronalbrainsInvestigatinglevelessentialpathophysiologyneuropsychiatricdisordersalsoquantitativegaugeinfluencedrugsAccessingtissuestudyhistoricallychallengingethicalconcernssignificantbreakthroughfieldemergedadventutilizingpatient-derivedinducedpluripotentstemcellsiPSCsculturedevelopinnovativeapproachpromisingmodelingsystemovercomeobstaclesManyrobustdesignedsignallimitedchoicesin-depthdownstreamapplicationsparticularlydiscerningdifferencesnormalresponsestreatmentMoreoverresearchersusuallyfaceconsiderablechallengemasteringprocedureobtainingoutputssteeplearningcurveassociatedavailableThereforeuser-friendlysatisfyunmetneedsstudies3D-organoid/neurospheregraphicaluserinterfaceGUIiconicvisualizationsmoothadjustmentstuningstreamlinesprocessofferingfullautomationoneclickoptimizationadditionsupplementaryfeaturesstatisticallyimpactdiseaseetiologycandidateeffectsevaluationswillenhancedataiPSC-derivedorganoid/neurosphereprovidingcomprehensiveresultsCalciumZero:fluorescenceiPSCderivedBrainorganoidDrugeffectPsychiatricdisorderToolbox

Similar Articles

Cited By