Cell # | EGFP | APHW | AHP | Rn | Mtau | Axis | % AMPA | eEPSC |
1 | 1 | 1.11603 | -5.05614 | 284.0264 | 59.81821 | 1.51049 | 72.38706 | -363.021 |
2 | 1 | 1.00009 | -2.08436 | 464.6711 | 94.62801 | 1.0615 | 68.89296 | -315.611 |
3 | 1 | 1.02499 | -1.49315 | 373.2122 | 38.14548 | 1.40526 | 75.82091 | -282.363 |
4 | 1 | 1.07419 | -3.16656 | 433.0976 | 39.88215 | 1.17145 | 75.05701 | -303.026 |
5 | 1 | 0.99555 | -1.93505 | 376.652 | 43.27126 | 0.44058 | 75.59096 | -283.11 |
6 | 1 | 0.92328 | -1.27453 | 401.8016 | 35.1297 | 1.16115 | 70.86021 | -291.119 |
7 | 1 | 1.12662 | -3.66603 | 345.5781 | 61.51719 | 2.87476 | 69.53166 | -368.268 |
8 | 1 | 0.97147 | -2.34426 | 403.7097 | 40.0214 | 1.35511 | 75.42756 | -292.082 |
9 | 1 | 0.95293 | -3.87524 | 432.292 | 35.16887 | 0.21205 | 86.11046 | -302.434 |
10 | 1 | 0.97034 | -2.67757 | 438.8658 | 96.09899 | 1.30097 | 78.20806 | -305.879 |
11 | 1 | 0.97098 | -2.60014 | 409.262 | 34.45094 | 0.42881 | 83.08416 | -294.67 |
12 | 1 | 1.03933 | -2.00422 | 442.4994 | 94.83668 | 0.14692 | 70.09631 | -307.398 |
13 | 1 | 1.02023 | -1.69201 | 419.3293 | 41.76341 | 0.74123 | 66.95416 | -296.608 |
14 | 1 | 1.1303 | -3.93063 | 364.1117 | 59.32646 | 1.5094 | 79.63221 | -390.82 |
15 | 1 | 1.12098 | -3.2027 | 359.6418 | 66.03017 | 2.32248 | 67.45846 | -370.616 |
16 | 1 | 1.27695 | -4.66772 | 363.2641 | 55.56225 | 1.45523 | 74.52136 | -386.699 |
17 | 1 | 1.03155 | -1.57855 | 422.3543 | 38.81808 | 1.53161 | 75.77226 | -300.977 |
18 | 1 | 1.05752 | -2.06423 | 449.4938 | 92.95641 | 0.33751 | 75.59806 | -309.236 |
19 | 1 | 0.97238 | -2.42374 | 461.1772 | 92.66458 | 1.00724 | 65.61701 | -311.599 |
20 | 1 | 0.99517 | -2.81535 | 428.3654 | 52.75383 | 0.48436 | 70.30781 | -302.278 |
21 | 1 | 1.18702 | -3.55492 | 362.7069 | 57.72791 | 1.41804 | 73.97966 | -375.092 |
22 | 1 | 1.23209 | -3.62022 | 361.9111 | 56.19013 | 0.74105 | 79.55911 | -370.673 |
23 | 0 | 0.79075 | -1.61261 | 262.8289 | 19.81285 | 1.24157 | 81.06926 | -412.244 |
24 | 0 | 0.74523 | -1.66936 | 297.9947 | 19.48153 | 0.61853 | 70.40826 | -383.897 |
25 | 0 | 0.81107 | -3.36415 | 301.5661 | 20.92342 | 0.3701 | 73.05056 | -382.719 |
26 | 0 | 0.75653 | -2.49422 | 314.566 | 19.81197 | 1.67346 | 77.95351 | -381.957 |
27 | 0 | 0.74778 | -2.38216 | 317.2989 | 19.66466 | 2.35803 | 76.10406 | -380.501 |
28 | 0 | 0.85647 | -0.21232 | 334.428 | 19.58368 | 1.74736 | 78.25236 | -366.603 |
29 | 0 | 0.9143 | -1.79066 | 343.1311 | 21.79621 | 2.17249 | 85.59356 | -354.024 |
30 | 0 | 0.77788 | -1.60374 | 378.3892 | 20.15567 | 1.53578 | 73.15211 | -338.057 |
This data can also be found in an Excel Spreadsheet here.
The columns represent:
1) EGFP labeling; 1 meaning the cell is EGFP labeled, 0 meaning the cell is not labeled
2) APHW; action potential half width in ms
3) AHP; amplitude of action potential after-hyperpolarization in mV
4) Rn; input resistance in MW
5) Mtau; time constant of membrane charging in ms
6) % AMPA; portion of an evoked EPSC that can be blocked by NBQX (an AMPA receptor antagonist)
7) eEPSC; amplitude of EPSCs evoked with minimal stimulation in pA
GENERATING FAKE DATA (not recommended, it actually takes longer and tends to not make much sense anyways)
To make up the data for these cells I basically just generated some random normal distributions centered around 0 (the mean) for each of my cell groups for each of the parameters. You can see these in the Excel spreadsheet represented by different colored cells. I then adjusted the mean to some quasi-reasonable value for each of the parameters by adding a value. For instance if I wanted to make some cells with a mean Rn of 350 MW I would just add 350 to each of the values. I then adjusted the standard deviation by multiplying each value's Z-score (or distance from the mean) by some factor, this can either tighten or spread the grouping of the values. For some variables I made relationships (or correlations) just by putting them in increasing order of magnitude together.