| Literature DB >> 33330453 |
Muhammad N Aslam1, Shannon D McClintock1, Durga Attili1, Shailja Pandya1, Humza Rehman1, Daniyal M Nadeem1, Mohamed Ali H Jawad-Makki1, Areeba H Rizvi1, Maliha M Berner2, Michael K Dame2, Danielle Kim Turgeon2, James Varani1.
Abstract
BACKGROUND: Recent studies demonstrated that Aquamin®, a calcium-, magnesium-rich, multi-mineral natural product, improves barrier structure and function in colonoids obtained from the tissue of healthy subjects. The goal of the present study was to determine if the colonic barrier could be improved in tissue from subjects with ulcerative colitis (UC).Entities:
Keywords: basement membrane; calcium; cell barrier; colonoid; desmosome; organoid culture; proteomics; ulcerative colitis
Year: 2020 PMID: 33330453 PMCID: PMC7719760 DOI: 10.3389/fcell.2020.577221
Source DB: PubMed Journal: Front Cell Dev Biol ISSN: 2296-634X
Demographic information, disease status, pathology report, and culture notes.
| ID | Age | Gender | Year of diagnosis | Last flare | Pathology report | Culture notes |
| UC 124 | 61 | M | 2015 | 2016 | Quiescent chronic colitis | Expanded in 2 weeks |
| UC 125 | 28 | F | 1999 | 2017 | Quiescent chronic colitis | Expanded in 2 weeks |
| UC 127 | 56 | F | 2012 | 2014 | No histological abnormality | Expanded in 2 weeks |
| UC 128 | 39 | F | 2014 | Current Flare | Active ulcerative colitis | Expanded in 2 weeks |
| UC 129 | 60 | M | 2008 | Current Flare | Active ulcerative colitis | Expanded in 5 weeks |
| UC 130 | 52 | F | 2010 | 2016 | Quiescent chronic colitis | Expanded in 4 weeks |
| UC 131 | 50 | M | 2003 | 2016 | Quiescent chronic colitis | Expanded in 3 weeks |
| UC 132 | 58 | M | 2015 | Current Flare | Severe active ulcerative colitis | Did not grow |
| UC 133 | 24 | F | 2015 | Current Flare | Severe active ulcerative colitis | Did not grow |
| UC 134 | 61 | M | 2018 | 2018 | No histological abnormality | Expanded in 3 weeks |
| UC 135 | 75 | M | 2005 | 2016 | Active ulcerative colitis | Expanded in 3 weeks |
FIGURE 1UC colonoid appearance. Phase-contrast microscopy (A): At the end of the incubation period, intact colonoids were examined by phase-contrast microscopy. Colonoids were present as thick-walled structures with few surface buds. A wide range of sizes and shapes were seen under all conditions. Bar = 200 μm. Scanning electron microscopy (B): Scanning electron microscopy confirmed the presence of smooth surface and few buds in colonoids maintained under low-calcium conditions (Control). Aquamin®-treated colonoids were similar to those maintained in the low-calcium medium. Bar = 100 μm. Histological features (C): At the end of the incubation period, colonoids were examined by light microscopy after staining with hematoxylin and eosin. Under low-calcium conditions (Control), the colonoids were found to be crypts of varying size with a single layer of epithelial cells surrounding a central lumen. Tiny crypts (with as few as 20 cells in cross section) were seen. In the presence of Aquamin®, larger crypts made up of columnar epithelial cells surrounding a large, often irregular-shaped lumen were seen. Goblet cells were apparent. Bar = 100 μm. CK20 expression (D): Immunohistology revealed high-expression of CK20 under all conditions. Bar = 100 μm. Quantification of morphological features and CK20 expression (E,F): Lumen size and wall thickness (E): Means and standard deviations are based on pooled crypts analysis (87–143 individual crypts per condition) of 3 subjects. Asterisks (*) indicate statistical significance from control at p < 0.05. CK20 expression (F): Means and standard deviations are based on n = 3 subjects and 81–120 individual crypts per condition. Asterisks (*) indicate statistical significance from control at p < 0.05. (Subject IDs: Black dots: Subject#1; Green dots: Subject#2; Blue dots: Subject#3).
FIGURE 2Ki67 and cadherin-17 expression by immunohistology. At the end of the incubation period, colonoids were examined after immunostaining of histological sections. Ki67 (A); Bar = 200 μm and Cadherin-17 (B); Bar = 100 μm. Quantitative assessment of Ki67 staining (C) is based on nuclear algorithm (v9) and pooled data represent means and standard deviations from n = 3 subjects and 36–78 individual crypts per condition. Asterisks (*) indicate statistical significance from control at p < 0.05. Cadherin-17 (D) values represent positivity (measured using Positive Pixel Value v9). Means and standard deviations are based on n = 3 subjects and 68–124 individual crypts per condition. Asterisks (*) indicate statistical significance from control at p < 0.05. CDH17: Cadherin-17. (Subject IDs: Black dots: Subject#1; Green dots: Subject#2; Blue dots: Subject#3).
Proteins involved in differentiation and barrier formation.
| Aquamin | |||||
| Proteins | Genes | 1.5 mM | 2.1 mM | 3.0 mM | 4.5 mM |
| Epiplakin | EPPK1 | 1.18 ± 0.17 | *1.32 ± 0.13 | *1.32 ± 0.12 | 1.35 ± 0.26 |
| Keratin, type I cytoskeletal 19 | KRT19 | *1.16 ± 0.01 | *1.44 ± 0.16 | 1.26 ± 0.19 | *1.25 ± 0.13 |
| Keratin, type I cytoskeletal 20 | KRT20 | *1.48 ± 0.24 | *1.66 ± 0.15 | *1.78 ± 0.23 | *1.97 ± 0.50 |
| Keratin, type II cytoskeletal 8 | KRT8 | *1.25 ± 0.10 | *1.52 ± 0.09 | *1.43 ± 0.04 | *1.49 ± 0.10 |
| Keratin, type II cytoskeletal 80 | KRT80 | *1.36 ± 0.10 | 1.44 ± 1.09 | 1.96 ± 0.92 | 1.69 ± 0.51 |
| Claudin-3 | CLDN3 | 1.08 ± 0.04 | *1.16 ± 0.04 | 1.05 ± 0.05 | 1.00 ± 0.09 |
| Claudin-4 | CLDN4 | 1.22 ± 0.16 | *1.36 ± 0.08 | *1.36 ± 0.10 | *1.40 ± 0.18 |
| Claudin-7 | CLDN7 | *1.26 ± 0.14 | 1.17 ± 0.30 | 1.26 ± 0.25 | 1.26 ± 0.21 |
| Occludin | OCLN | 0.97 ± 0.02 | 0.92 ± 0.03 | 0.90 ± 0.02 | 0.85 ± 0.02 |
| Tight junction protein ZO-1 | TJP1 | 0.96 ± 0.08 | 0.99 ± 0.09 | 0.95 ± 0.09 | 0.95 ± 0.10 |
| Tight junction protein ZO-2 | TJP2 | 0.89 ± 0.08 | 0.84 ± 0.12 | 0.83 ± 0.13 | 0.81 ± 0.15 |
| Tight junction protein ZO-3 | TJP3 | 0.95 ± 0.07 | 0.92 ± 0.11 | 0.89 ± 0.11 | 0.86 ± 0.14 |
| Myosin-14 | MYH14 | 1.27 ± 0.27 | 1.35 ± 0.38 | 1.55 ± 0.47 | *1.53 ± 0.33 |
| Cadherin-17 | CDH17 | *2.83 ± 0.22 | *2.95 ± 0.60 | *3.24 ± 0.67 | *3.62 ± 0.70 |
| Protocadherin-1 | PCDH1 | 1.53 ± 0.43 | 1.75 ± 0.63 | 1.75 ± 0.81 | 2.02 ± 1.10 |
| Cadherin-related family member 5 | CDHR5 | *1.51 ± 0.14 | *1.61 ± 0.15 | *1.77 ± 0.23 | *1.95 ± 0.48 |
| Cadherin-related family member 2 | CDHR2 | *1.71 ± 0.39 | *1.75 ± 0.24 | *2.00 ± 0.54 | *2.09 ± 0.62 |
| Cadherin-1 ( | CDH1 | 0.97 ± 0.07 | 0.93 ± 0.16 | 0.97 ± 0.18 | 0.96 ± 0.17 |
| Desmoglein-2 | DSG2 | *2.07 ± 0.17 | *2.10 ± 0.25 | *2.28 ± 0.37 | *2.36 ± 0.40 |
| Desmoplakin | DSP | *1.36 ± 0.20 | *1.64 ± 0.12 | *1.69 ± 0.08 | *1.81 ± 0.09 |
| Desmocollin-2 | DSC2 | *1.39 ± 0.07 | *1.35 ± 0.11 | *1.39 ± 0.13 | *1.43 ± 0.12 |
| Junction plakoglobin | JUP | *1.60 ± 0.18 | *1.71 ± 0.12 | *1.77 ± 0.13 | *1.77 ± 0.11 |
| Plectin | PLEC | *1.27 ± 0.10 | *1.45 ± 0.08 | *1.43 ± 0.14 | *1.51 ± 0.03 |
| Dystonin | DST | 1.03 ± 0.12 | 1.11 ± 0.11 | 1.15 ± 0.14 | 1.19 ± 0.16 |
| Laminin subunit alpha-1 | LAMA1 | *2.00 ± 0.62 | *2.15 ± 0.38 | *2.00 ± 0.49 | *2.59 ± 0.44 |
| Laminin subunit beta-1 | LAMB1 | *2.14 ± 0.70 | *2.20 ± 0.48 | *2.12 ± 0.56 | *2.85 ± 0.42 |
| Laminin subunit gamma-1 | LAMC1 | *2.03 ± 0.58 | *2.07 ± 0.37 | *2.01 ± 0.47 | *2.68 ± 0.30 |
| Laminin subunit beta-2 | LAMB2 | *1.91 ± 0.49 | *2.03 ± 0.34 | *1.90 ± 0.30 | *2.32 ± 0.30 |
| Laminin subunit beta-3 | LAMB3 | 1.08 ± 0.05 | *1.23 ± 0.08 | *1.23 ± 0.12 | 1.25 ± 0.16 |
| Nidogen-1 (Entactin) | NID1 | 1.70 ± 0.49 | *1.66 ± 0.37 | *1.72 ± 0.37 | *2.11 ± 0.28 |
| Perlecan | HSPG2 | *1.13 ± 0.01 | *1.23 ± 0.04 | *1.24 ± 0.05 | *1.32 ± 0.10 |
| Integrin alpha-V | ITGAV | *1.18 ± 0.05 | *1.21 ± 0.05 | *1.29 ± 0.11 | *1.34 ± 0.21 |
| Integrin alpha-5 | ITGA5 | *1.69 ± 0.42 | *1.80 ± 0.26 | *2.21 ± 0.58 | *2.27 ± 0.67 |
| CEACAM 1 | CEACAM1 | 1.72 ± 0.52 | 5.25 ± 4.20 | 2.01 ± 1.12 | 1.80 ± 1.18 |
| CEACAM 5 | CEACAM5 | 1.37 ± 0.29 | *2.37 ± 0.51 | 1.81 ± 0.79 | 1.71 ± 0.82 |
| CEACAM 6 | CEACAM6 | 1.25 ± 0.35 | *2.13 ± 0.35 | 1.50 ± 0.78 | 1.33 ± 0.80 |
| CEACAM 7 | CEACAM7 | *1.84 ± 0.32 | *2.00 ± 0.08 | *2.23 ± 0.37 | *2.44 ± 0.50 |
| Extracellular matrix protein 1 | ECM1 | 1.10 ± 0.26 | 1.03 ± 0.20 | 1.32 ± 0.20 | *1.35 ± 0.09 |
| CD44 | CD44 | *0.61 ± 0.01 | *0.58 ± 0.12 | *0.48 ± 0.12 | *0.40 ± 0.09 |
| Mucin-2 | MUC2 | 1.07 ± 0.06 | 1.24 ± 0.24 | 1.09 ± 0.21 | 1.26 ± 0.35 |
| Mucin-5B | MUC5B | *1.50 ± 0.08 | *1.45 ± 0.18 | *1.66 ± 0.30 | 1.62 ± 0.46 |
| Mucin-12 | MUC12 | 1.09 ± 0.14 | 1.06 ± 0.23 | 1.10 ± 0.20 | 1.17 ± 0.23 |
| Mucin-13 | MUC13 | *1.37 ± 0.04 | *1.36 ± 0.16 | *1.53 ± 0.16 | *1.72 ± 0.43 |
| Trefoil factor 1 | TFF1 | 1.18 ± 0.18 | 1.14 ± 0.15 | 1.10 ± 0.28 | *1.19 ± 0.08 |
| Trefoil factor 2 | TFF2 | *1.90 ± 0.26 | 1.55 ± 0.36 | *1.82 ± 0.46 | *1.92 ± 0.58 |
| Trefoil factor 3 | TFF3 | 1.22 ± 0.27 | 1.38 ± 0.29 | 1.14 ± 0.11 | 1.56 ± 0.37 |
FIGURE 3Desmoglein-2 and desmosomes. Immunohistology (A): At the end of the incubation period, tissue sections were stained for desmoglein-2 and examined. Staining was diffuse and intracellular in colonoids maintained under low-calcium conditions. Staining was more intense in sections from Aquamin®-treated colonoids. Staining was prominent along the basolateral border in treated colonoids as seen in the inset. Bar = 200 μm, inset bar = 50 μm. Transmission electron microscopy (B): At the end of the incubation period, ultra-thin sections were examined for desmosomes and other cell surface structures. Desmosomes were present in all conditions (white arrows) but a higher density of desmosomes along the lateral surface (cellular junctions between two cells) could be seen with intervention. Under all conditions, tight junctions were evident on the luminal surface (black arrows and insets). Magnification: 5,000X; Bars = 600 nm. Quantification of desmoglein-2 expression (C) and desmosome counts (D): Immunostaining (C) results are means and standard deviations based on pooled crypt data from 3 subjects and 85–139 individual crypts per condition. Asterisks (*) indicate statistical significance from control at p < 0.05. Quantitative TEM (D). The desmosome count was conducted at 5000X (n = 3 subjects with 7–18 ultra-structural images per subject) to obtain the actual number (means and SD) of desmosomes present in each high-power section. Asterisks indicate statistical significance from control at p < 0.05 level. (Subject IDs: Black dots: Subject#1; Green dots: Subject#2; Blue dots: Subject#3)
Inflammation-related proteins.
| Aquamin | |||||
| Proteins | Genes | 1.5 mM | 2.1 mM | 3.0 mM | 4.5 mM |
| Ly6/PLAUR domain-containing protein 8 | LYPD8 | *2.12 ± 0.22 | *2.14 ± 0.50 | *2.46 ± 0.40 | *2.64 ± 0.93 |
| NRAM2 | SLC11A2 | *1.91 ± 0.42 | *2.20 ± 0.43 | *2.56 ± 0.36 | *2.68 ± 0.54 |
| Lactotransferrin | LTF | 2.46 ± 1.14 | 1.73 ± 0.24 | *1.90 ± 0.02 | 2.20 ± 0.41 |
| ATP-dependent RNA helicase DDX60 | DDX60 | 1.47 ± 0.31 | *1.57 ± 0.22 | *1.73 ± 0.22 | *1.75 ± 0.28 |
| Cystatin-C | CST3 | *1.36 ± 0.13 | *1.36 ± 0.07 | *1.44 ± 0.23 | 1.45 ± 0.31 |
| ELMO domain-containing protein 2 | ELMOD2 | 1.28 ± 0.26 | *1.30 ± 0.11 | 1.36 ± 0.27 | *1.43 ± 0.22 |
| Tumor necrosis factor alpha-induced protein 2 | TNFAIP2 | 1.04 ± 0.35 | 0.69 ± 0.51 | 0.65 ± 0.46 | 0.52 ± 0.42 |
| Tumor necrosis factor alpha-induced protein 8 | TNFAIP8 | 0.82 ± 0.25 | 1.00 ± 0.24 | *0.82 ± 0.04 | *0.74 ± 0.07 |
| Apoptosis-associated speck-like protein | PYCARD | *0.79 ± 0.07 | *0.71 ± 0.08 | *0.63 ± 0.06 | *0.59 ± 0.13 |
| CD99 | CD99 | *0.78 ± 0.03 | *0.64 ± 0.10 | *0.59 ± 0.10 | *0.39 ± 0.03 |
| Meprin A subunit alpha | MEP1A | *1.91 ± 0.36 | *2.02 ± 0.27 | *2.32 ± 0.71 | 2.37 ± 0.96 |
| Solute carrier family 15 member 1 | SLC15A1 | *1.56 ± 0.09 | *1.68 ± 0.14 | *1.73 ± 0.15 | *1.81 ± 0.36 |
| Sodium/glucose cotransporter 1 | SLC5A1 | *1.40 ± 0.16 | *1.73 ± 0.10 | *1.94 ± 0.37 | *2.20 ± 0.28 |
| Superoxide dismutase, mitochondrial | SOD2 | *1.27 ± 0.11 | *1.43 ± 0.14 | *1.42 ± 0.07 | *1.56 ± 0.01 |
| Dual oxidase 2 | DUOX2 | *1.39 ± 0.18 | *1.54 ± 0.32 | *1.70 ± 0.29 | *1.76 ± 0.19 |
| Vitamin D-binding protein | GC | *1.56 ± 0.28 | *1.65 ± 0.20 | *1.86 ± 0.42 | 1.84 ± 0.85 |
Transporters.
| Aquamin | |||||
| Proteins | Genes | 1.5 mM | 2.1 mM | 3.0 mM | 4.5 mM |
| Sodium/hydrogen exchanger 1 | NHE-1 | 1.22 ± 0.22 | 1.17 ± 0.35 | 1.29 ± 0.36 | *1.35 ± 0.14 |
| Sodium/hydrogen exchanger 2 | NHE-2 | 1.11 ± 0.21 | 1.08 ± 0.28 | 1.19 ± 0.32 | 1.18 ± 0.33 |
| Sodium/hydrogen exchanger 3 | NHE-3 | 1.15 ± 0.10 | 1.29 ± 0.21 | *1.40 ± 0.14 | *1.24 ± 0.03 |
| Na(+)/H(+) exchange regulatory cofactor | PDZK1 | 1.21 ± 0.30 | 1.24 ± 0.37 | 1.24 ± 0.35 | 1.30 ± 0.36 |
| Chloride anion exchanger | DRA | *1.77 ± 0.29 | *1.91 ± 0.43 | *1.89 ± 0.28 | *2.10 ± 0.39 |
| Sodium/potassium-transporting ATPase alpha-1 | ATP1A1 | 1.36 ± 0.30 | 1.39 ± 0.26 | *1.41 ± 0.25 | 1.52 ± 0.40 |
| Sodium/potassium-transporting ATPase beta-1 | ATP1B1 | *1.46 ± 0.28 | *1.52 ± 0.26 | *1.58 ± 0.25 | *1.73 ± 0.41 |
| Sodium/potassium-transporting ATPase beta-3 | ATP1B3 | 1.22 ± 0.36 | 1.27 ± 0.23 | 1.18 ± 0.23 | 1.27 ± 0.34 |
Up-regulated proteins: unbiased proteomic screen.
| Aquamin | |||||
| Proteins | Genes | 1.5 mM | 2.1 mM | 3.0 mM | 4.5 mM |
| Nuclear receptor 0B1# | NR0B1 | 2.59 ± 1.13 | 5.71 ± 3.91 | 4.69 ± 2.45 | 6.68 ± 4.11 |
| CEACAM 1 | CEACAM1 | 1.72 ± 0.52 | 5.25 ± 4.20 | 2.01 ± 1.12 | 1.80 ± 1.18 |
| Alpha-2-HS-glycoprotein | AHSG | 2.24 ± 0.87 | 2.39 ± 1.18 | 2.59 ± 1.69 | 2.48 ± 0.95 |
| Cadherin-17 | CDH17 | *2.83 ± 0.22 | *2.95 ± 0.60 | *3.23 ± 0.67 | *3.62 ± 0.70 |
| Calcium-activated chloride channel regulator 4 | CLCA4 | *2.03 ± 0.28 | *2.24 ± 0.51 | *2.31 ± 0.27 | *3.01 ± 0.74 |
| Zinc transporter ZIP4 | SLC39A4 | *2.01 ± 0.55 | *2.08 ± 0.46 | *2.63 ± 0.77 | *2.83 ± 0.96 |
| Ly6/PLAUR domain-containing protein 8 | LYPD8 | *2.12 ± 0.22 | *2.14 ± 0.50 | *2.46 ± 0.40 | *2.64 ± 0.93 |
| Meprin A subunit alpha | MEP1A | *1.91 ± 0.36 | *2.02 ± 0.27 | *2.32 ± 0.71 | 2.37 ± 0.96 |
| Natural resistance-associated macrophage protein 2 | SLC11A2 | *1.91 ± 0.42 | *2.20 ± 0.43 | *2.56 ± 0.36 | *2.68 ± 0.54 |
| Laminin subunit beta-1 | LAMB1 | *2.14 ± 0.70 | *2.20 ± 0.48 | *2.12 ± 0.56 | *2.85 ± 0.42 |
| Laminin subunit alpha-1 | LAMA1 | *2.00 ± 0.62 | *2.15 ± 0.38 | *2.00 ± 0.49 | *2.59 ± 0.44 |
| Integrin alpha-5 | ITGA5 | *1.69 ± 0.42 | *1.80 ± 0.26 | *2.21 ± 0.58 | *2.27 ± 0.67 |
| CEACAM 7 | CEACAM7 | *1.83 ± 0.32 | *2.00 ± 0.08 | *2.23 ± 0.37 | *2.44 ± 0.50 |
| Apolipoprotein A-I | APOA1 | 1.62 ± 0.61 | *1.96 ± 0.46 | *2.39 ± 0.28 | *2.68 ± 0.30 |
| CEACAM 5 | CEACAM5 | 1.37 ± 0.29 | *2.37 ± 0.50 | 1.81 ± 0.79 | 1.71 ± 0.82 |
| Laminin subunit gamma-1 | LAMC1 | *2.03 ± 0.58 | *2.07 ± 0.37 | *2.01 ± 0.47 | *2.68 ± 0.30 |
| Desmoglein-2 | DSG2 | *2.07 ± 0.17 | *2.10 ± 0.25 | *2.28 ± 0.37 | *2.36 ± 0.40 |
| Fucose mutarotase | FUOM | *1.44 ± 0.13 | *1.76 ± 0.25 | *1.83 ± 0.19 | *2.04 ± 0.58 |
| Laminin subunit beta-2 | LAMB2 | *1.91 ± 0.49 | *2.03 ± 0.34 | *1.90 ± 0.30 | *2.32 ± 0.30 |
| Cyclic AMP-dependent transcription factor ATF-7# | ATF7 | *1.37 ± 0.13 | *2.25 ± 0.37 | *1.76 ± 0.45 | 1.74 ± 0.57 |
| CEACAM 6 | CEACAM6 | 1.25 ± 0.35 | *2.13 ± 0.35 | 1.50 ± 0.78 | 1.33 ± 0.80 |
| Sodium/glucose cotransporter 1 | SLC5A1 | *1.40 ± 0.16 | *1.73 ± 0.10 | *1.94 ± 0.37 | *2.20 ± 0.28 |
| Nidogen-1 | NID1 | 1.70 ± 0.49 | *1.66 ± 0.37 | *1.72 ± 0.37 | *2.11 ± 0.28 |
| Copper-transporting ATPase 2 | ATP7B | 1.39 ± 0.52 | *1.62 ± 0.22 | *1.94 ± 0.16 | *2.28 ± 0.04 |
| ENPP3 | ENPP3 | *1.41 ± 0.15 | *1.60 ± 0.18 | *1.81 ± 0.19 | *2.04 ± 0.25 |
| Aminopeptidase N | ANPEP | *1.91 ± 0.21 | *2.01 ± 0.25 | *1.85 ± 0.27 | *2.00 ± 0.36 |
| Beta-glucuronidase | GUSB | *1.29 ± 0.06 | *1.51 ± 0.23 | *1.51 ± 0.17 | *2.00 ± 0.27 |
| Hydroxymethylglutaryl-CoA synthase, mitochondrial | HMGCS2 | *1.52 ± 0.12 | *1.74 ± 0.23 | *1.95 ± 0.22 | *2.09 ± 0.18 |
| Inter-alpha-trypsin inhibitor heavy chain H4 | ITIH4 | *1.46 ± 0.08 | *1.78 ± 0.31 | *1.79 ± 0.32 | *1.98 ± 0.20 |
Down-regulated proteins: unbiased proteomic screen.
| Aquamin | |||||
| Proteins | Genes | 1.5 mM | 2.1 mM | 3.0 mM | 4.5 mM |
| Neurogranin | NRGN | *0.54 ± 0.05 | *0.38 ± 0.16 | *0.30 ± 0.13 | *0.18 ± 0.09 |
| Fibrinogen silencer-binding protein# | FSBP | *0.61 ± 0.09 | *0.44 ± 0.10 | *0.36 ± 0.03 | *0.22 ± 0.13 |
| Stathmin | STMN1 | *0.58 ± 0.07 | *0.47 ± 0.02 | *0.37 ± 0.01 | *0.29 ± 0.12 |
| DNA replication licensing factor MCM3 | MCM3 | *0.70 ± 0.07 | *0.57 ± 0.06 | *0.44 ± 0.07 | *0.34 ± 0.13 |
| Nucleolar GTP-binding protein 2 | GNL2 | *0.59 ± 0.01 | *0.64 ± 0.15 | *0.55 ± 0.04 | *0.30 ± 0.08 |
| Heterogeneous nuclear ribonucleoprotein A0 | HNRNPA0 | *0.71 ± 0.09 | *0.55 ± 0.19 | *0.49 ± 0.20 | *0.39 ± 0.16 |
| Pumilio homolog 3# | PUM3 | 0.78 ± 0.25 | *0.70 ± 0.06 | *0.46 ± 0.14 | *0.33 ± 0.19 |
| U3 small nucleolar RNA-interacting protein 2 | RRP9 | *0.62 ± 0.03 | *0.51 ± 0.06 | *0.38 ± 0.01 | *0.32 ± 0.10 |
| Ribonucleoside-diphosphate reductase | RRM1 | *0.68 ± 0.06 | *0.56 ± 0.21 | *0.46 ± 0.14 | *0.35 ± 0.15 |
| Inosine-5′-monophosphate dehydrogenase 2 | IMPDH2 | *0.63 ± 0.03 | *0.56 ± 0.13 | *0.43 ± 0.11 | *0.35 ± 0.12 |
| DNA replication licensing factor MCM2 | MCM2 | *0.70 ± 0.06 | *0.62 ± 0.16 | *0.47 ± 0.15 | *0.32 ± 0.11 |
| Proliferating cell nuclear antigen | PCNA | *0.65 ± 0.01 | *0.59 ± 0.08 | *0.45 ± 0.05 | *0.36 ± 0.10 |
| Proliferation marker protein Ki67 | MKI67 | *0.58 ± 0.08 | *0.48 ± 0.11 | *0.39 ± 0.13 | *0.31 ± 0.08 |
| Nucleolar and coiled-body phosphoprotein 1 | NOLC1 | *0.63 ± 0.05 | *0.53 ± 0.06 | *0.44 ± 0.06 | *0.37 ± 0.10 |
| Nucleophosmin | NPM1 | *0.59 ± 0.06 | *0.55 ± 0.06 | *0.43 ± 0.04 | *0.35 ± 0.09 |
| Nuclear autoantigenic sperm protein | NASP | *0.66 ± 0.07 | *0.57 ± 0.03 | *0.45 ± 0.03 | *0.37 ± 0.11 |
| Serine/arginine-rich splicing factor 6 | SRSF6 | *0.67 ± 0.15 | *0.56 ± 0.11 | *0.47 ± 0.10 | *0.37 ± 0.10 |
| Serine/threonine-protein kinase VRK1 | VRK1 | *0.70 ± 0.07 | *0.61 ± 0.11 | *0.52 ± 0.11 | *0.41 ± 0.12 |
| Protein RRP5 homolog | PDCD11 | *0.72 ± 0.03 | *0.54 ± 0.12 | *0.44 ± 0.15 | *0.41 ± 0.06 |
| Nucleolin | NCL | *0.70 ± 0.09 | *0.57 ± 0.02 | *0.48 ± 0.04 | *0.41 ± 0.11 |
| PC4 and SFRS1-interacting protein | PSIP1 | *0.72 ± 0.10 | *0.56 ± 0.05 | *0.48 ± 0.05 | *0.41 ± 0.12 |
| Non-histone chromosomal protein HMG-17 | HMGN2 | *0.73 ± 0.05 | *0.55 ± 0.18 | *0.49 ± 0.16 | *0.43 ± 0.13 |
| DNA replication licensing factor MCM7 | MCM7 | *0.77 ± 0.08 | 0.74 ± 0.23 | *0.56 ± 0.23 | *0.41 ± 0.12 |
| Heterogeneous nuclear ribonucleoprotein D-like | HNRNPDL | *0.69 ± 0.06 | *0.59 ± 0.02 | *0.50 ± 0.04 | *0.42 ± 0.11 |
| SWI/SNF complex subunit SMARCC1 | SMARCC1 | *0.69 ± 0.08 | *0.54 ± 0.07 | *0.48 ± 0.04 | *0.41 ± 0.13 |
| NOP2 | NOP2 | *0.74 ± 0.06 | *0.60 ± 0.09 | *0.51 ± 0.06 | *0.43 ± 0.12 |
| Nucleolar RNA helicase 2 | DDX21 | *0.63 ± 0.07 | *0.52 ± 0.12 | *0.43 ± 0.06 | *0.34 ± 0.04 |
| PIN4 | PIN4 | *0.66 ± 0.09 | *0.61 ± 0.07 | *0.51 ± 0.09 | *0.47 ± 0.14 |
| DNA replication licensing factor MCM5 | MCM5 | *0.70 ± 0.10 | *0.57 ± 0.18 | *0.49 ± 0.16 | *0.40 ± 0.13 |
| CD44 antigen | CD44 | *0.61 ± 0.01 | *0.58 ± 0.12 | *0.48 ± 0.12 | *0.40 ± 0.09 |
| Coiled-coil domain-containing protein 86 | CCDC86 | *0.69 ± 0.02 | *0.52 ± 0.13 | *0.45 ± 0.10 | *0.42 ± 0.11 |
| Gem-associated protein 5 | GEMIN5 | *0.82 ± 0.11 | *0.65 ± 0.13 | *0.53 ± 0.16 | *0.47 ± 0.11 |
| Zinc finger C2HC domain-containing protein 1A | ZC2HC1A | *0.54 ± 0.17 | *0.50 ± 0.09 | *0.65 ± 0.18 | *0.54 ± 0.11 |
| Translation machinery-associated protein 7 | TMA7 | *0.63 ± 0.07 | *0.57 ± 0.10 | *0.49 ± 0.06 | *0.44 ± 0.09 |
| DNA replication licensing factor MCM4 | MCM4 | *0.70 ± 0.02 | *0.67 ± 0.09 | *0.52 ± 0.07 | *0.43 ± 0.10 |
| Ras GTPase-activating protein-binding protein 1 | G3BP1 | *0.75 ± 0.07 | *0.61 ± 0.10 | *0.55 ± 0.09 | *0.47 ± 0.10 |
| CD99 antigen | CD99 | *0.78 ± 0.03 | *0.64 ± 0.10 | *0.59 ± 0.10 | *0.39 ± 0.04 |
| NHP2-like protein 1 | SNU13 | *0.69 ± 0.04 | *0.57 ± 0.08 | *0.53 ± 0.08 | *0.47 ± 0.11 |
| Receptor-type tyrosine-protein phosphatase F | PTPRF | *0.56 ± 0.09 | *0.55 ± 0.11 | *0.50 ± 0.08 | *0.45 ± 0.07 |
| Putative RNA-binding protein Luc7-like 1 | LUC7L | *0.69 ± 0.07 | *0.72 ± 0.11 | *0.58 ± 0.15 | *0.47 ± 0.07 |
| HEAT repeat-containing protein 1 | HEATR1 | *0.69 ± 0.17 | *0.64 ± 0.08 | *0.55 ± 0.07 | *0.43 ± 0.03 |
| U6 snRNA-associated Sm-like protein LSm5 | LSM5 | *0.77 ± 0.09 | *0.61 ± 0.12 | *0.56 ± 0.07 | *0.48 ± 0.10 |
| Importin subunit alpha-1 | KPNA2 | *0.70 ± 0.08 | *0.66 ± 0.11 | *0.57 ± 0.05 | *0.48 ± 0.04 |
| Palmitoyl-protein thioesterase 1 | PPT1 | *0.66 ± 0.03 | *0.63 ± 0.05 | *0.60 ± 0.03 | *0.49 ± 0.05 |
| Leydig cell tumor 10 kDa protein homolog | C19orf53 | *0.67 ± 0.01 | *0.63 ± 0.02 | *0.56 ± 0.02 | *0.49 ± 0.07 |
| Ribosome biogenesis protein WDR12 | WDR12 | *0.77 ± 0.11 | *0.67 ± 0.10 | *0.58 ± 0.04 | *0.47 ± 0.05 |
| Transformer-2 protein homolog beta | TRA2B | 0.85 ± 0.24 | *0.56 ± 0.07 | *0.53 ± 0.04 | *0.48 ± 0.06 |
| Ribosome biogenesis protein BMS1 homolog | BMS1 | 0.92 ± 0.32 | 0.79 ± 0.34 | *0.61 ± 0.15 | *0.49 ± 0.04 |
| Drebrin | DBN1 | *0.70 ± 0.08 | *0.60 ± 0.05 | *0.59 ± 0.02 | *0.53 ± 0.09 |
| BRCA2 and CDKN1A-interacting protein | BCCIP | *0.70 ± 0.06 | *0.68 ± 0.07 | *0.57 ± 0.03 | *0.52 ± 0.06 |
| Ubiquitin-associated protein 2-like | UBAP2L | *0.72 ± 0.05 | *0.62 ± 0.07 | *0.57 ± 0.04 | *0.55 ± 0.07 |
Pathways significantly activated based on up-regulated proteins.
| Pathway name | pValue | FDR |
| Laminin interactions | 2 × 10–8 | 2 × 10–6 |
| Fibronectin matrix formation | 1 × 10–6 | 4 × 10–5 |
| Extracellular matrix organization | 1 × 10–6 | 4 × 10–5 |
| MET activates PTK2 signaling | 1 × 10–6 | 4 × 10–5 |
| MET promotes cell motility | 5 × 10–6 | 1 × 10–4 |
| Post-translational protein phosphorylation | 1 × 10–5 | 2 × 10–4 |
| Regulation of IGF transport and uptake by IGF Binding Proteins (IGFBPs) | 2 × 10–5 | 3 × 10–4 |
| Non-integrin membrane-ECM interactions | 2 × 10–5 | 3 × 10–4 |
| ECM proteoglycans | 5 × 10–5 | 7 × 10–4 |
| Signaling by MET | 6 × 10–5 | 7 × 10–4 |
| L1CAM interactions | 3 × 10–4 | 3 × 10–3 |
| Disorders of transmembrane transporters | 1 × 10–3 | 0.01 |
| Post-translational modification: synthesis of GPI-anchored proteins | 2 × 10–3 | 0.01 |
| Metal ion SLC transporters | 2 × 10–3 | 0.01 |
| MPS VII - Sly syndrome | 3 × 10–3 | 0.01 |
| Defective SLC39A4 causes acrodermatitis enteropathica, zinc-deficiency | 3 × 10–3 | 0.01 |
| Defective SLC11A2 causes hypochromic microcytic anemia | 3 × 10–3 | 0.01 |
| Defective SLC5A1 causes congenital glucose/galactose malabsorption | 3 × 10–3 | 0.01 |
| SLC transporter disorders | 3 × 10–3 | 0.01 |
| Cell surface interactions at the vascular wall | 4 × 10–3 | 0.02 |
| Platelet degranulation | 5 × 10–3 | 0.02 |
| Response to elevated platelet cytosolic Ca2+ | 6 × 10–3 | 0.02 |
| Degradation of the extracellular matrix | 8 × 10–3 | 0.02 |
| Neutrophil degranulation | 0.008 | 0.03 |
| Post-translational protein modification | 0.01 | 0.04 |
| Intestinal hexose absorption | 0.01 | 0.04 |
| Transport of small molecules | 0.01 | 0.04 |
| HDL clearance | 0.01 | 0.04 |
| Intestinal absorption | 0.01 | 0.04 |
| Scavenging by Class B Receptors | 0.02 | 0.05 |
| GDP-fucose biosynthesis | 0.02 | 0.05 |
| HDL assembly | 0.02 | 0.05 |
| Nuclear Receptor transcription pathway | 0.02 | 0.05 |
| Transport of bile salts and organic acids, metal ions and amine compounds | 0.02 | 0.05 |
| RUNX2 regulates genes involved in cell migration | 0.02 | 0.05 |
| Chylomicron remodeling | 0.03 | 0.05 |
| Chylomicron assembly | 0.03 | 0.05 |
| Zinc influx into cells by the SLC39 gene family | 0.03 | 0.05 |
| HDL remodeling | 0.03 | 0.05 |
| Mucopolysaccharidoses | 0.03 | 0.05 |
| Apoptotic cleavage of cell adhesion proteins | 0.03 | 0.05 |
| SLC-mediated transmembrane transport | 0.03 | 0.05 |
| Hyaluronan uptake and degradation | 0.03 | 0.05 |
| Metabolism of proteins | 0.03 | 0.05 |
| Platelet activation, signaling and aggregation | 0.03 | 0.05 |
| PPARA activates gene expression | 0.04 | 0.05 |
| Signaling by Receptor Tyrosine Kinases | 0.04 | 0.05 |
| Regulation of lipid metabolism by Peroxisome proliferator-activated receptor α | 0.04 | 0.05 |
| Hyaluronan metabolism | 0.04 | 0.05 |
| Vitamin B5 (pantothenate) metabolism | 0.04 | 0.05 |
| Zinc transporters | 0.04 | 0.05 |
| ABC transporters in lipid homeostasis | 0.05 | 0.05 |
| Metabolism of Angiotensinogen to Angiotensins | 0.05 | 0.05 |
| Plasma lipoprotein assembly | 0.05 | 0.05 |
| Scavenging by Class A Receptors | 0.05 | 0.05 |
Pathways significantly activated based on down-regulated proteins.
| Pathway name | pValue | FDR |
| Unwinding of DNA | 3 × 10–9 | 3 × 10–7 |
| DNA strand elongation | 1 × 10–8 | 5 × 10–7 |
| rRNA processing in the nucleus and cytosol | 2 × 10–7 | 9 × 10–6 |
| rRNA processing | 3 × 10–7 | 1 × 10–5 |
| rRNA modification in the nucleus and cytosol | 3 × 10–7 | 1 × 10–5 |
| Activation of the pre-replicative complex | 5 × 10–7 | 1 × 10–5 |
| Activation of ATR in response to replication stress | 1 × 10–6 | 2 × 10–5 |
| Metabolism of RNA | 1 × 10–6 | 2 × 10–5 |
| Major pathway of rRNA processing in the nucleolus and cytosol | 2 × 10–6 | 2 × 10–6 |
| Assembly of the pre-replicative complex | 2 × 10–5 | 2 × 10–4 |
| Synthesis of DNA | 2 × 10–5 | 2 × 10–4 |
| Orc1 removal from chromatin | 2 × 10–5 | 2 × 10–4 |
| DNA Replication | 2 × 10–5 | 3 × 10–4 |
| G1/S Transition | 3 × 10–5 | 3 × 10–4 |
| DNA Replication Pre-Initiation | 4 × 10–5 | 4 × 10–4 |
| Switching of origins to a post-replicative state | 6 × 10–5 | 5 × 10–4 |
| Mitotic G1-G1/S phases | 6 × 10–5 | 5 × 10–4 |
| S Phase | 9 × 10–5 | 7 × 10–4 |
| TFAP2A as a transcriptional repressor during retinoic acid-induced differentiation | 3 × 10–4 | 3 × 10–4 |
| G2/M Checkpoints | 6 × 10–4 | 4 × 10–3 |
| mRNA Splicing - Major Pathway | 1 × 10–3 | 0.01 |
| mRNA Splicing | 2 × 10–3 | 0.01 |
| Processing of Capped Intron-Containing Pre-mRNA | 0.01 | 0.04 |
| Cell Cycle | 0.01 | 0.04 |
| Cell Cycle Checkpoints | 0.01 | 0.05 |
| Cell Cycle, Mitotic | 0.01 | 0.05 |
FIGURE 4Quantitative proteomics analysis of ulcerative colitis tissue derived colonoids. (A) Heatmap of the 308 differentially expressed proteins that are significantly significant (p < 0.05) across all subjects (n = 3) and all culture conditions. (A) Complete list of these proteins are presented in Supplementary Table 5. Significantly enriched GO molecular functions (B) and GO biological processes (C) involving these proteins are shown. STRING-database (v11) was used for these enrichment analyses. For these graphs, observed genes (bars) and percentage of these genes as compared to the all involved genes (blue line) are plotted on the left y-axis. While false discovery rate is plotted on the right y-axis (green line). The GO annotation – molecular functions (78 functions) and biological processes (230 processes) are placed on the x-axis and listed in Supplementary Table 6.
FIGURE 5Schematic representation of the colonic mucosa in UC-derived colonoid culture and structural changes due to intervention with Aquamin®. Tight junctions are observed at the apical surface between adjacent cells in both control and treated colonoids; there is little observable difference between the two. Desmosomes (shown along the lateral surface between cells) are increased in response to treatment. This should support increased tissue strength. Additional changes resulting from Aquamin® intervention include an increase in the non-collagenous components of the basement membrane and an increase in hemidesmosomal proteins. These changes should promote improved cell-matrix adhesion. Increased mucin and trefoil levels, leading to a thicker mucous layer at the luminal surface, should contribute to more efficient trapping of bacteria. In aggregate, these changes should provide for improved barrier function and may help mitigate colonic inflammation.