Region-specific atrophy in dendrites (Narayanan, Narayan, Chattarji, 2005)

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Accession:147756
...in this study, we develop an algorithm that uses statistics from precise morphometric analyses to systematically remodel neuronal reconstructions. We use the distribution function of the ratio of two normal distributed random variables to specify the probabilities of remodeling along various regions of the dendritic arborization. We then use these probabilities to drive an iterative algorithm for manipulating the dendritic tree in a region-specific manner. As a test, we apply this framework to a well characterized example of dendritic remodeling: stress-induced dendritic atrophy in hippocampal CA3 pyramidal cells. We show that our pruning algorithm is capable of eliciting atrophy that matches biological data from rodent models of chronic stress. <br>
Reference:
1 . Narayanan R, Narayan A, Chattarji S (2005) A probabilistic framework for region-specific remodeling of dendrites in three-dimensional neuronal reconstructions. Neural Comput 17:75-96 [PubMed]
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Model Information (Click on a link to find other models with that property)
Model Type: Neuron or other electrically excitable cell; Dendrite;
Brain Region(s)/Organism: Hippocampus;
Cell Type(s): Hippocampus CA3 pyramidal GLU cell;
Channel(s):
Gap Junctions:
Receptor(s):
Gene(s):
Transmitter(s):
Simulation Environment: C or C++ program;
Model Concept(s): Influence of Dendritic Geometry;
Implementer(s): Narayanan, Rishikesh [rishi at iisc.ac.in];
Search NeuronDB for information about:  Hippocampus CA3 pyramidal GLU cell; 
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1201 4 49.343 247.353 9.45 0.4 1200
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1252 4 15.667 228.866 7.7 0.24 1251
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1255 4 19.272 252.793 3.95 0.24 1254
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1259 4 20.322 264.763 3.95 0.24 1258
1260 4 20.11 264.976 3.95 0.24 1259
1261 4 20.535 271.932 1.2 0.24 1260
1262 4 22.45 272.81 -0.8 0.24 1261
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1264 4 20.748 283.25 20.7 0.24 1263
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1266 4 19.059 291.297 20.7 0.24 1265
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1521 3 -56.791 -73.855 -3 0.24 1520
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1523 3 -61.02 -77.765 3.25 0.24 1522
1524 3 -61.659 -78.204 4.5 0.24 1523
1525 3 -61.02 -84.947 0.25 0.24 1524
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1547 3 -59.544 -66.673 0.5 0.24 1546
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1567 3 -131.883 -131.165 12.5 0.4 1566
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1569 3 -137.123 -138.719 13.25 0.4 1568
1570 3 -141.778 -146.061 5.75 0.4 1569
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1572 3 -149.758 -158.682 5.25 0.4 1571
1573 3 -152.093 -160.558 5.41629 0.4 1572
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1575 3 3.488 -10.739 -3.902 0.72 1574
1576 3 2.972 -11.281 -4.392 0.72 1575
1577 3 0.492 -14.431 -8 0.72 1576
1578 3 0.705 -15.947 -8 0.72 1577
1579 3 1.131 -19.87 -8 0.72 1578
1580 3 2.195 -24.658 -2.75 0.72 1579
1581 3 4.948 -28.781 -13.25 0.72 1580
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1583 3 17.862 -38.357 -13.25 0.72 1582
1584 3 17.862 -39.009 -13.5 0.72 1583
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1586 3 20.189 -47.055 -9.25 0.72 1585
1587 3 23.581 -50.766 -9.5 0.72 1586
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1589 3 24.206 -51.631 -9.475 0.4 1588
1590 3 32.053 -50.327 -15.5 0.4 1589
1591 3 32.253 -50.979 -20 0.4 1590
1592 3 38.397 -49.676 -19.5 0.24 1591
1593 3 44.329 -48.585 -25.25 0.24 1592
1594 3 49.835 -53.373 -25.25 0.24 1593
1595 3 49.622 -53.373 -25.25 0.24 1594
1596 3 56.392 -57.07 -25.25 0.24 1595
1597 3 58.3513 -56.6684 -25.25 0.24 1596
1598 3 32.253 -50.979 -19.975 0.56 1591
1599 3 34.793 -54.025 -12.75 0.56 1598
1600 3 38.397 -57.722 -12.5 0.56 1599
1601 3 40.086 -62.949 -12.5 0.56 1600
1602 3 42.64 -62.723 -12.5 0.56 1601
1603 3 46.656 -69.905 -5.5 0.56 1602
1604 3 46.444 -74.467 -17 0.56 1603
1605 3 50.048 -79.255 -16.75 0.56 1604
1606 3 49.622 -79.481 -16.5 0.56 1605
1607 3 58.932 -80.997 -18.75 0.56 1606
1608 3 61.685 -82.527 -18.75 0.56 1607
1609 3 64.026 -84.043 -18.5 0.56 1608
1610 3 64.226 -83.83 -18.5 0.56 1609
1611 3 68.256 -81.436 -11.75 0.56 1610
1612 3 69.732 -84.694 -6.75 0.56 1611
1613 3 73.975 -84.269 -22.75 0.56 1612
1614 3 75.238 -86.65 -22.75 0.4 1613
1615 3 78.204 -85.133 -22.5 0.4 1614
1616 3 90.906 -92.089 -23.5 0.4 1615
1617 3 92.182 -92.315 -22.75 0.4 1616
1618 3 93.871 -91.438 -22.75 0.4 1617
1619 3 94.084 -91.438 -22.5 0.4 1618
1620 3 95.999 -94.058 -31.5 0.4 1619
1621 3 97.9159 -94.5461 -25.8354 0.4 1620
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1623 3 99.378 -97.316 -25.5 0.4 1622
1624 3 102.344 -100.362 -14.75 0.24 1623
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1626 3 110.39 -105.15 -10 0.24 1625
1627 3 114.207 -103.62 -25 0.24 1626
1628 3 114.207 -103.408 -25 0.24 1627
1629 3 115.045 -106.24 -10.25 0.24 1628
1630 3 116.109 -105.802 -10.25 0.24 1629
1631 3 117.386 -107.544 -10.25 0.24 1630
1632 3 120.139 -104.924 -10.25 0.24 1631
1633 3 120.338 -104.711 -10.25 0.24 1632
1634 3 123.517 -106.892 -11.5 0.24 1633
1635 3 123.517 -107.105 -11.5 0.24 1634
1636 3 125.432 -106.666 -11.5 0.24 1635
1637 3 137.495 -110.151 -4 0.24 1636
1638 3 137.495 -109.938 -4 0.24 1637
1639 3 138.622 -110.787 -5.41782 0.24 1638
1640 3 49.622 -79.481 -16.475 0.56 1606
1641 3 50.686 -83.391 -10.75 0.56 1640
1642 3 50.686 -83.178 -10.75 0.56 1641
1643 3 51.737 -91.012 -16 0.56 1642
1644 3 58.094 -101.452 -5.75 0.56 1643
1645 3 65.928 -108.408 -5.75 0.4 1644
1646 3 70.583 -114.287 -5.75 0.4 1645
1647 3 74.4 -117.984 -5.75 0.4 1646
1648 3 75.238 -120.817 -4.75 0.4 1647
1649 3 78.204 -123.637 -4.75 0.4 1648
1650 3 80.319 -129.077 -10.25 0.4 1649
1651 3 80.319 -128.864 -10.25 0.4 1650
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1653 3 85.612 -132.561 -19.75 0.4 1652
1654 3 89.642 -143.866 -19.75 0.4 1653
1655 3 89.855 -152.352 -19.75 0.4 1654
1656 3 89.642 -158.017 -19.75 0.4 1655
1657 3 93.659 -165.186 -19.5 0.4 1656
1658 3 96.199 -171.065 -21.5 0.4 1657
1659 3 100.229 -179.55 -22.25 0.4 1658
1660 3 110.177 -193.262 -20.5 0.4 1659
1661 3 117.173 -203.264 -25.75 0.4 1660
1662 3 116.96 -203.264 -25.75 0.4 1661
1663 3 121.828 -206.31 -25.5 0.4 1662
1664 3 123.73 -206.522 -25.5 0.4 1663
1665 3 132.438 -214.779 -25.5 0.4 1664
1666 3 24.007 -51.631 -9.5 0.72 1588
1667 3 25.908 -53.812 -8 0.56 1666
1668 3 25.696 -53.812 -8 0.56 1667
1669 3 28.449 -53.147 -8 0.56 1668
1670 3 27.172 -55.767 -8 0.56 1669
1671 3 28.662 -60.116 -8 0.56 1670
1672 3 27.81 -64.252 -3.25 0.56 1671
1673 3 27.81 -64.026 -3.25 0.56 1672
1674 3 28.236 -70.118 -4.5 0.56 1673
1675 3 28.874 -75.996 -6 0.56 1674
1676 3 29.712 -76.435 -6 0.56 1675
1677 3 29.712 -76.435 -5.975 0.4 1676
1678 3 35.006 -79.481 -9.5 0.4 1677
1679 3 36.07 -82.088 -9.25 0.4 1678
1680 3 39.887 -84.921 -9.25 0.4 1679
1681 3 43.691 -91.664 -9.25 0.4 1680
1682 3 47.508 -97.316 -2 0.24 1681
1683 3 49.835 -103.62 -2 0.24 1682
1684 3 49.835 -103.408 -2 0.24 1683
1685 3 53.227 -111.241 -1 0.24 1684
1686 3 54.916 -119.075 -8.5 0.24 1685
1687 3 55.98 -124.076 -6.25 0.24 1686
1688 3 56.605 -127.56 -7.5 0.24 1687
1689 3 61.898 -136.91 -0.75 0.24 1688
1690 3 64.864 -141.911 -8.5 0.24 1689
1691 3 68.256 -151.7 -2.5 0.24 1690
1692 3 70.796 -156.927 -2.25 0.24 1691
1693 3 70.583 -156.927 -2.25 0.24 1692
1694 3 69.945 -159.534 7.5 0.24 1693
1695 3 69.945 -159.746 7.5 0.24 1694
1696 3 73.336 -162.792 -5 0.24 1695
1697 3 78.0618 -173.779 -4.02921 0.24 1696
1698 3 29.712 -76.209 -6 0.56 1676
1699 3 30.989 -79.694 -6 0.4 1698
1700 3 31.202 -80.345 -6 0.4 1699
1701 3 32.053 -82.088 -3.5 0.4 1700
1702 3 32.053 -81.875 -3.5 0.4 1701
1703 3 30.351 -85.572 -4.5 0.4 1702
1704 3 30.776 -87.966 2.5 0.4 1703
1705 3 31.415 -91.664 -4.5 0.4 1704
1706 3 31.415 -91.438 -4.5 0.4 1705
1707 3 29.3 -93.406 5 0.4 1706
1708 3 28.874 -99.71 1.75 0.4 1707
1709 3 26.746 -102.317 1.75 0.4 1708
1710 3 26.746 -102.104 1.75 0.4 1709
1711 3 27.385 -108.634 1.5 0.4 1710
1712 3 27.81 -113.196 1.5 0.4 1711
1713 3 29.3 -116.029 1.25 0.4 1712
1714 3 28.662 -125.818 0.5 0.4 1713
1715 3 27.385 -128.638 0.5 0.4 1714
1716 3 28.449 -131.909 0.5 0.4 1715
1717 3 25.696 -135.82 0.5 0.4 1716
1718 3 25.057 -139.091 1 0.4 1717
1719 3 26.334 -143.002 1.25 0.4 1718
1720 3 26.334 -143.214 1.25 0.4 1719
1721 3 24.632 -146.699 1.5 0.4 1720
1722 3 24.007 -154.094 1.25 0.4 1721
1723 3 24.007 -162.792 1.5 0.4 1722
1724 3 24.419 -172.155 11.75 0.4 1723
1725 3 26.547 -180.641 11 0.4 1724
1726 3 26.334 -180.641 11 0.4 1725
1727 3 27.81 -191.081 10.75 0.4 1726
1728 3 29.712 -196.734 10.75 0.4 1727
1729 3 29.3 -203.477 10.75 0.4 1728
1730 3 31.84 -206.522 10.75 0.4 1729
1731 3 31.84 -206.31 10.75 0.4 1730
1732 3 31.5262 -209.201 11.4877 0.4 1731
1733 3 17.862 -39.009 -13.475 0.56 1584
1734 3 22.517 -43.145 -10.25 0.56 1733
1735 3 27.81 -44.675 -10.25 0.56 1734
1736 3 33.742 -46.843 -24 0.4 1735
1737 3 37.759 -46.191 -24 0.4 1736
1738 3 39.674 -46.63 -24.5 0.4 1737
1739 3 37.546 -50.766 -27.5 0.4 1738
1740 3 42.839 -52.07 -27.5 0.4 1739
1741 3 48.771 -57.283 -29 0.4 1740
1742 3 55.129 -58.813 -29 0.4 1741
1743 3 54.916 -58.813 -28.75 0.4 1742
1744 3 57.789 -61.526 -25 0.56 1743
1745 3 62.71 -62.204 -4.5 0.56 1744
1746 3 65.436 -61.818 -26.75 0.56 1745
1747 3 65.489 -62.031 -19.5 0.56 1746
1748 3 69.399 -67.843 -30.5 0.56 1747
1749 3 78.098 -69.918 -30 0.56 1748
1750 3 78.35 -70.078 -29.25 0.56 1749
1751 3 78.35 -70.078 -29.225 0.4 1750
1752 3 80.146 -75.065 -19.75 0.4 1751
1753 3 86.277 -77.26 -19.75 0.4 1752
1754 3 86.237 -77.047 -19.75 0.4 1753
1755 3 89.31 -80.146 -43.5 0.4 1754
1756 3 94.39 -83.471 -47.25 0.4 1755
1757 3 94.35 -83.258 -47.25 0.4 1756
1758 3 101.213 -87.74 -26.5 0.4 1757
1759 3 101 -87.793 -26.5 0.4 1758
1760 3 106.546 -91.238 -59.25 0.4 1759
1761 3 117.399 -97.05 -44.25 0.4 1760
1762 3 125.791 -101.639 -53 0.4 1761
1763 3 126.004 -101.599 -53 0.4 1762
1764 3 131.537 -103.035 -38.25 0.4 1763
1765 3 133.186 -105.562 -65 0.4 1764
1766 3 138.16 -106.453 -74.5 0.4 1765
1767 3 144.132 -111.813 -77.5 0.4 1766
1768 3 153.229 -120.471 -78 0.4 1767
1769 3 161.688 -127.281 -78.25 0.4 1768
1770 3 169.854 -133.705 -77.75 0.4 1769
1771 3 169.642 -133.745 -77.75 0.4 1770
1772 3 177.635 -138.426 -83 0.4 1771
1773 3 187.051 -143.68 -89.25 0.4 1772
1774 3 193.231 -144.466 -100.66 0.4 1773
1775 3 78.151 -70.131 -29.25 0.56 1750
1776 3 77.526 -73.163 -34 0.4 1775
1777 3 80.665 -78.483 -34 0.4 1776
1778 3 85.253 -80.571 -41 0.4 1777
1779 3 86.41 -84.774 -41 0.4 1778
1780 3 86.157 -84.601 -41 0.4 1779
1781 3 90.161 -85.054 -41 0.4 1780
1782 3 91.544 -88.312 -44.5 0.4 1781
1783 3 95.627 -87.168 -44.5 0.4 1782
1784 3 98.965 -87.541 -58.75 0.4 1783
1785 3 98.753 -87.581 -58.75 0.4 1784
1786 3 98.5 -90.32 -60.25 0.4 1785
1787 3 98.247 -90.147 -60.25 0.4 1786
1788 3 102.25 -90.6 -60.25 0.4 1787
1789 3 108.422 -90.999 -66.5 0.4 1788
1790 3 114.34 -93.246 -71 0.4 1789
1791 3 119.926 -94.896 -76.25 0.4 1790
1792 3 130.167 -99.963 -78.25 0.24 1791
1793 3 139.012 -105.562 -79.25 0.24 1792
1794 3 147.218 -109.299 -94.25 0.24 1793
1795 3 154.28 -111.733 -97 0.24 1794
1796 3 155.544 -115.457 -99.25 0.24 1795
1797 3 155.344 -115.511 -99.25 0.24 1796
1798 3 161.249 -115.75 -105 0.24 1797
1799 3 163.417 -120.604 -105.5 0.24 1798
1800 3 166.995 -122.041 -104 0.24 1799
1801 3 166.955 -121.828 -104 0.24 1800
1802 3 169.256 -125.326 -103.5 0.24 1801
1803 3 176.122 -127.799 -108.768 0.24 1802
1804 3 65.489 -62.031 -19.475 0.4 1747
1805 3 72.857 -63.547 -18 0.4 1804
1806 3 75.89 -57.735 -18 0.4 1805
1807 3 75.85 -57.523 -18 0.4 1806
1808 3 80.039 -58.826 -18.25 0.4 1807
1809 3 80.252 -58.773 -18.25 0.4 1808
1810 3 81.941 -53.719 -18.5 0.4 1809
1811 3 81.888 -53.506 -18.5 0.4 1810
1812 3 87.354 -55.621 -57 0.4 1811
1813 3 89.842 -52.176 -62 0.4 1812
1814 3 89.788 -51.963 -62.5 0.4 1813
1815 3 89.589 -52.003 -62.5 0.4 1814
1816 3 90.161 -51.657 -56 0.4 1815
1817 3 90.161 -51.657 -55.975 0.4 1816
1818 3 91.9383 -53.6228 -15.0607 0.4 1817
1819 1 -1.476 -10.002 1 5.01 1574
1820 1 -1.689 -11.744 1 4.69 1819
1821 1 -1.064 -13.712 1 3.58 1820
1822 1 -1.064 -14.79 1 2.63 1821
1823 1 -0.638 -15.88 1 1.83 1822
1824 1 -0.638 -16.532 1 1.83 1823