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Vacuole Quantification Module

Quantify the number and size of white spaces in tissue in brightfield images with the HALO® Vacuole Quantification module. This multi-purpose module is ideally suited for analysis of lipids in brown and white adipose tissue, lipid droplets in liver tissue (steatosis), and alveoli area in lung. Take your vacuole analysis to the next level with measurements including total and average vacuole area, average vacuole diameter and perimeter, and average vacuoles per cell, along with optional per-object data. Leverage this module’s customizable graphing options to summarize and share your data by generating publication-ready histograms of vacuole diameter and area.


Try it out! Click here to initiate your free proof-of-concept HALO image analysis.

File formats supported by the HALO image analysis platform:

  • Non-proprietary (JPG, TIF, OME.TIFF)
  • Nikon (ND2)
  • 3D Histech (MRXS)
  • Akoya (QPTIFF, component TIFF)
  • Olympus / Evident (VSI)
  • Hamamatsu (NDPI, NDPIS)
  • Aperio (SVS, AFI)
  • Zeiss (CZI)
  • Leica (SCN, LIF)
  • Ventana (BIF)
  • Philips (iSyntax, i2Syntax)
  • KFBIO (KFB, KFBF)
  • DICOM (DCM*)
    *whole-slide images

Publication Spotlight

The table below includes publications that cite the Vacuole Quantification module. 

Your publication not on the list?  Drop us an email to let us know about it!

TitleAuthorsYearJournalApplicationHALO ModulesProduct
A suboptimal maternal diet combined with accelerated postnatal growth results in an altered aging profile in the thymus of male rats Tarry-Adkins JL, Aiken CE, Ashmore TJ, Fernandez-Twinn DS, Chen J-H, Ozanne SE2018The FASEB JournalNeuroscience, MetabolismClassifier, Vacuole HALO
Phenotypic characterization of Adig null mice suggests roles for adipogenin in the regulation of fat mass accrual and leptin secretionAlvarez-Guaita A, Patel S, Lim K, Haider A, Dong L, Conway OJ, Ma MKL, Chiarugi D, Saudek V, O'Rahilly S, Savage DB2021Cell ReportsMetabolismVacuoleHALO
Breast adipocyte size associates with ipsilateral invasive breast cancer risk after ductal carcinoma in situAlmekinders MMM, Schaapveld M, Thijssen B, Visser LL, Bismeijer T, Sanders J, Isnaldi E, Hofland I, Mertz M, Wessels LFA, Broeks A, Hooijberg E, Zwart W, Lips EH, Grand Challenge PRECISION Consortium, Desmedt C, Wesseling J2021npj Breast CancerOncologyVacuoleHALO
Allostatic hypermetabolic response in PGC1?/? heterozygote mouse despite mitochondrial defectsRodriguez-Cuenca S, Lelliot C, Campbell M, Peddinti G, Martinuez-UÒa M, Ingvorsen C, Dias A, Relat J, Mora S, Hyˆtyl‰inen T, Zorzano A, Oreöi? M, Bjursell M, Bohlooly-Y M, LindÈn D, Vidal-Puid A2021The FASEB JournalMetabolismVacuoleHALO
AST-120 Treatment Alters the Gut Microbiota Composition and Suppresses Hepatic Triglyceride Levels in Obese MiceHiraga Y, Kubota T, Katoh, M, et al. 2021Endocrine ResearchMetabolismVacuoleHALO
Accelerated phosphatidylcholine turnover in macrophages promotes adipose tissue inflammation in obesityPetkevicius K, Virtue S, Bidault G, Jenkins B, Cubuk C, Morgantini C, Aouadi M, Dopazo J, Serlie M, Koulman A, Vidal-Puig A2019ElifeClassifier, Vacuole HALO
Evaluation of a PEGylated Fibroblast Growth Factor 21 Variant Using Novel Preclinical Magnetic Resonance Imaging and Magnetic Resonance Elastography in a Mouse Model of Nonalcoholic SteatohepatitisTang H, Li J, Zinker B, Boehm S, Mauer A, Rex-Rabe S, Glaser K, Fronheiser M, Bradstreet T, Nakao Y, Petrone T, Pena A, Villano M, Chow P, Malhi H, Charles E, Hayes W, Ehman R, Du S, Yin M2022Journal of Magnetic Resonance ImagingMetabolismVacuoleHALO
Obesity due to Steroid Receptor Coactivator-1 deficiency is associated with endocrine and metabolic abnormalitiesCacciottolo T, Henning E, Keogh J, Lassen P, Lawler K, Bounds R, Ahmed R, Perdikari A, Mendes de Oliverira E, Smith M, Godfrey E, Johnson E, Hodson L, Clement K, van der Klaauw A, Farooqi I2022The Journal of Clinical Endocrinology & MetabolismMetabolismVacuoleHALO
Combined genetic deletion of GDF15 and FGF21 has modest effects on body weight, hepatic steatosis and insulin resistance in high fat fed micePatel S, Haider A, Alvarez-Guaita A, Bidault G, Moustafa J, Guiu-Jurado E, Tadross J, Warner J, Harrison J, Virtue S, Scurria F, Zvetkova I, Bluher M, Small K, O'Rahilly S, Savage D2022Molecular MetabolismMetabolismVacuoleHALO
Defective extracellular matrix remodeling in brown adipose tissue is associated with fibro-inflammation and reduced diet-induced thermogenesisPellegrinelli V, Figueroa-Juárez E, Samuelson I, U-Din M, Rodriguez-Fdez S, Virtue S, Leggat J, Çubuk C, Peirce V, Niemi T, Campbell M, Rodriguez-Cuenca S, Dopazo Blázquez J, Carobbio S, Virtanen K, Vidal-Puig A2023Cell ReportsMetabolismClassifier, Area Quantification, VacuoleHALO
Skeletal phenotype amelioration in Mucopolysaccharidosis VI requires intervention at the earliest stages of postnatal developmentHwang-Wong E, Amar G, Das N, Zhang X, Aaron N, Gale K, Rothman N, Fante M, Baik A, Bhargava A, Fricker A, McAlister M, Rabinowitz J, Lees-Shepard J, Nannuru K, Economides AN, Cygnar KD2023JCI InsightOtherVacuole, Layer ThicknessHALO
A monoclonal antibody activating AdipoR for type 2 diabetes and nonalcoholic steatohepatitisAsahara N, Okada-Iwabu M, Iwabu M, Wada K, Oka K, Yamauchi T, Kadowaki T2023Science AdvancesGastroenterologyVacuoleHALO

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Separate multiple tissue classes across a tissue using a learn-by-example approach. Can be used in conjunction with all other modules (fluorescent and brightfield) to select specific tissue classes for further analysis.

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Islet Quantification

Count and measure pancreatic islets in brightfield images and quantify the islet area and cells positive for up to two islet-specific stains.

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Islet FL

Count and measure pancreatic islets in fluorescent images and quantify the islet area and cells positive for up to three islet-specific dyes.

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