ggplot(data = da,
mapping = aes(x = tratamento, y = ldh, color = placa)) +
facet_grid(facets = celula ~ fracao, scales = "free_x") +
geom_point() +
stat_summary(mapping = aes(group = 1),
geom = "line",
fun.y = "mean")
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map2(cond$celula, cond$fracao, procedure)
## [[1]]
## [[1]]$condicao
## celula fracao
## 1 5H-SYSY AC.ETILA
##
## [[1]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 3 17608 5869.3 4.0637 0.1398
## Residuals 3 4333 1444.3
##
## [[1]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## 1 2 3 4 5 6
## 1.776e-15 2.400e+01 -2.400e+01 2.950e+01 -3.250e+01 -2.350e+01
## 7
## 2.650e+01
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 74.50 20.82 3.579 0.0373 *
## XRMPI 0.50 43.33 0.012 0.9915
## XDMSO 106.50 33.99 3.133 0.0519 .
## XCONC 31.00 17.00 1.824 0.1657
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 38 on 3 degrees of freedom
## Multiple R-squared: 0.8025, Adjusted R-squared: 0.605
## F-statistic: 4.064 on 3 and 3 DF, p-value: 0.1398
##
##
## [[1]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 75.0 -45.946917 195.9469 a
## 2 DMSO 181.0 95.477615 266.5224 a
## 3 0,1 43.5 -57.691451 144.6915 a
## 4 1 74.5 8.254645 140.7454 a
## 5 10 105.5 39.254645 171.7454 a
## 6 100 136.5 35.308549 237.6915 a
##
## [[1]]$plot
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)
##
##
## [[2]]
## [[2]]$condicao
## celula fracao
## 1 5H-SYSY BRUTO
##
## [[2]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 3 15808 5269.3 3.0839 0.1899
## Residuals 3 5126 1708.7
##
## [[2]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## 1 2 3 4 5 6
## -1.776e-15 2.400e+01 -2.400e+01 3.100e+01 -3.000e+01 -3.300e+01
## 7
## 3.200e+01
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 79.00 22.64 3.489 0.0398 *
## XRMPI -4.00 47.13 -0.085 0.9377
## XDMSO 102.00 36.97 2.759 0.0702 .
## XCONC 26.00 18.49 1.406 0.2543
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 41.34 on 3 degrees of freedom
## Multiple R-squared: 0.7551, Adjusted R-squared: 0.5103
## F-statistic: 3.084 on 3 and 3 DF, p-value: 0.1899
##
##
## [[2]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 75 -56.549669 206.5497 a
## 2 DMSO 181 87.980337 274.0197 a
## 3 0,1 53 -57.062349 163.0623 a
## 4 1 79 6.947279 151.0527 a
## 5 10 105 32.947279 177.0527 a
## 6 100 131 20.937651 241.0623 a
##
## [[2]]$plot
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AVIMADAAAAAFTmxo0bRUVFlZWVN60sLy+3srJ5xmkMAjwAAAAAoFllZ2f/7W9/+8tf/tK/f/8uXbpERkbGxcWlpaVZ+fAzZ86Eh4eHhYUdOnTopsUTJkywsrJ5xmkMrQP3DQAAAABobbZs2fLiiy9WVFSY1xw5cuTIkSMbN26Mjo5etGhRQECAhYfr9frnnnuurKzMmn0VFBRY/7tAM4zTSAR4AAAAAEAzOXjwYFxcXFVVlYgMHz584MCB/v7+J0+e3LBhQ15e3rZt20pLSz/66CONRlPfCAsXLjx8+LA1+zKZTDNnzjQYDI3s2V7jNB4BHgAAAADQTObOnauk94SEhJiYGPP6uLi48ePHf/fdd6mpqcnJyWPHjq3z4d9++21CQoLlXRiNxgsXLqSnpycmJh44cMDmVu01jh0R4AEAAAAAzSE/P3///v0i8sADD1RP7yLi7++/YsWKAQMGlJeXf/jhh3UG+IKCgri4OJPJ1Llz5+zs7Pr2EhISYuUB9pbZaxw74iJ2AAAAAIDmkJGRoSyMGjWq9tZOnTr17dtXRE6cOGEymWpsNZlM06dPv3jxYnh4+AsvvGBhL/ZK3c6W3oUADwAAAABoHqdOnVIWevXqVWdB+/btRcRkMimH2VeXkpLy+eef63S6999/38PDw8JerlZz0+Ptm2EcO+IQegAAAABAcxg4cOCGDRukngBvNBqPHj0qIiEhIVrtf2XVrKysV155RURef/318PBwKy9i1/IQ4AEAAAAAzSEsLCwsLKy+rZs2bcrKyhKRYcOGVV9vMBiee+650tLSQYMGPfvss03epRPjEHoAAAAAgN3cddddHh4eGo1Go9H4+/svXbrUmkft2LHj5ZdfFhEfH58pU6ZU37Ro0aIff/zR398/ISHBxaVVZ9hW/eQBAAAAAI6Vl5c3bdq0sWPH6vV6d3f3DRs2BAYGmrfu379/yZIlIrJ48eIOHTo4rk2nQIAHAAAAANhNp06d2rZpoyx36NDB19e3vkq9Xr9s2bKIiIjk5GQR6dq165YtWwYMGGAuKCoqmjx5stFofOKJJ6Kiopq6c+dHgAcAAAAA2M1XSxc9GjlYWU5KSho3blydZYcOHYqMjHzzzTevX7/u5uY2ZcqUb7755t577zUXmEymGTNmXLhwoWvXrvPmzWuO1p0eF7EDAAAAANiHW+bxm9YYjcaFCxcuWbJEuVfcyJEj4+Pju3TpUqPszJkzW7duFZGhQ4fu2rWr+qb09HRlYe/evdnZ2SJy7733duzY0S5PwZkR4AEAAAAAdmBNejeZTPHx8WvWrBGRsLCwJUuWRERE1FlZWVmpLLz//vv1jbZgwQJlYd26dQR4AAAAAABuwprorlixYoWS3qOjo5cvX+7h4dGUfbU0BHgAAAAAgO2sT++lpaWLFy8WkUGDBq1atcrV1dVCcXh4+NWrV+vclJKSMnXqVBHZvn373Xff3cB+VYwADwAAAACwkfXpXUQ2bdpUXFwsIm+88Ybl9N5sSktLS0pKRMTDw8PHx8fR7dwEAR4AAAAAYIsGpXcR2bNnj4hoNJrk5GSNRlNfmY+Pz2uvvdbI3qyUlJQ0e/ZsEYmJiUlISGiendqMAA8AAAAAaJiGRnfF+fPnRcRkMq1du9ZCWYcOHZotwKsL94EHAAAAADSAbeld/i/Aw2bMwAMAAAAArGVzeheRzMxMu/QQExMTExNjl8rY2NjY2Fg77rFJMQMPAAAAALBKY9I7Go8ZeAAAAADATRDdnQEz8AAAAAAAS0jvToIADwAAAACoF+ndeRDgAQAAAAB1I707Fc6BBwAAAADURHR3QszAAwAAAAD+C+ndORHgAQAAAAD/H+ndaRHgAQAAAAC/Ir07M86BBwAAAAAQ3VWAGXgAAAAAaO1I76pAgAcAAACAVo30rhYEeAAAAABovUjvKsI58AAAAADQGhHdVYcZeAAAAABodUjvakSABwAAAIDWhfSuUhxCDwAAAACtBdFd1ZiBBwAAAIBWgfSudgR4AAAAAGj5SO8tAAEeAAAAAFo40nvLwDnwAAAAANBiEd1bEmbgAQAAAKBlIr23MAR4AAAAAGiBSO8tDwEeAAAAAFoa0nuLxDnwAAAAANByEN1bMGbgAQAAAKCFIL23bAR4AAAAAGgJSO8tHofQAwAAAIC6Ed1bCWbgAQAAAEDFSO+tBwEeAAAAANSK9N6qcAg9AAAAAKgP0b0VYgYeAAAAAFSG9N46EeABAAAAQE1I760WAR4AAAAAVIP03ppxDjwAAAAAqADRHczAAwAAAICzI71DCPAAAAAA4ORI71BwCD0AAAAAOCmiO6pjBh4AAAAAnBHpHTUQ4AEAAADA6ZDeURuH0AMAAACAEyG6oz7MwAMAAACAsyC9wwICPAAAAAA4BdI7LOMQegAAAABwMKI7rMEMPAAAAAA4EukdViLAAwAAAIDDkN5hPQ6hBwAAAAAHILqjoZiBBwAAAIDmRnqHDQjwAAAAANCsSO+wDYfQAwAAAEAzIbqjMZiBBwAAAIDmQHpHIxHgAQAAAKDJkd7ReBxCDwAAAABNiOgOe2EGHgAAAACaCukddkSABwAAAIAmQXqHfXEIPQAAAADYGdEdTYEZeAAAAACwJ9I7mggBHgAAAADshvSOpsMh9AAAAABgB0R3NDUCPBosOzs7KyvLYDAEBwf36NFDo9FYrtfr9RkZGZcuXWrfvn2PHj08PDyap08AAACg2ZDe0QwI8K1adnb2Bx98cOzYsTNnzuTl5XXv3r1Xr16PPfbY4MGD66xPT0+Pj49PT083rwkJCYmPj3/00UfrrNfr9e+8886HH36Yn5+vrHFxcXnyySdnz57t7+9vZZP333//6dOnLRRcunRJq+WdDAAAAIchvaN5EHtary1btrz44osVFRXmNUeOHDly5MjGjRujo6MXLVoUEBBQvX7nzp3jx4+vrKysvvLcuXOTJk3KysqaNm1ajfFLSkpGjhz5008/VV9pNBrXr1//9ddf7969u8b4daqqqjp//nyDnxsAAADQLIjuaE4E+Fbq4MGDcXFxVVVVIjJ8+PCBAwf6+/ufPHlyw4YNeXl527ZtKy0t/eijj8yHx1+6dCk2NraystLd3f3NN9989NFH3dzcvvnmm1mzZuXm5s6bNy8iImLgwIHm8U0mU1xcnJLeR40a9fzzz992223nzp1bunTp5s2bL1y4MG3atHXr1t20z4sXL+r1ehF56KGHunTpUmfNTY/hBwAAAJoC6R3NjADfSs2dO1dJ7wkJCTExMeb1cXFx48eP/+6771JTU5OTk8eOHausX7p06Y0bN0Rk5cqVUVFRysqoqKiwsLDIyEi9Xr9w4cJt27aZx9m3b9+XX34pIpMmTfrHP/6hZOzw8PAVK1aUl5f/61//+vLLLzMzM0NDQy33mZmZqSzEx8ffcccd9nr6AAAAQGMQ3eEQ3EauNcrPz9+/f7+IPPDAA9XTu4j4+/uvWLFCuc7chx9+qKw0GAybNm0SkfDwcHN6V/Tq1Us5Af7777/Pzs42r1+2bJmItG3b9vXXX68+Q67RaGbMmKEsf/XVVzdtNSsrS1no1q1bA58lAAAA0CRI73AUAnxrlJGRoSyMGjWq9tZOnTr17dtXRE6cOGEymUQkPT29qKhIRB5++OHa9eaVu3fvVhaKi4v37dsnIlFRUZ6enjXqw8PDU1NTd+3aNXz48Ju2evbsWREJDg6uPQ4AAADQ/EjvcCAOoW+NTp06pSz06tWrzoL27duLiMlkqqqq0mq15mnwIUOG1C4ePHiwRqMxmUzmw93379+vXOsuOjq6dr1Go1F+ILCGsuvu3buLSElJSWZm5uXLlwMCAnr37s3t6AAAANCciO5wOAJ8azRw4MANGzZIPQHeaDQePXpUREJCQpTbs125ckXZFBwcXLve29vbz8+voKDg6tWryhrzDwS33XabMuDJkyevXLnSoUOH0NBQNzc361tVZuB9fHxeeeWVdevWma+B7+7uPmLEiFdffbVjx47WjwYAAADYhvQOZ0CAb5ny8/OXL1/u4eGhnH9eVlY2YcIEc9YNCwsLCwur77GbNm1S5r2HDRumrMnNzVUW6rt5u7+/f0FBgblMSd0iEhQUtHbt2sWLF5t/AtDpdJGRkfPnz+/UqdNNn4X5HnKfffZZjU0VFRUpKSm7du363//9X+vn8wEAAAAbkN7hJAjwLVNhYeHSpUurr4mKirJmsnrHjh0vv/yyiPj4+EyZMkVZqSRzrVbr5eVV56MCAgLOnj1rnoEvLi4WEZ1ON3fu3PXr11ev1Ov127dv37dv35o1ayIjIy03Y76HnIg8+OCDM2fO7NWrV0FBwbFjxxYuXHjkyJFr166NGzdu37593t7eN31qAAAAQEMR3eFUuIgdfpWXlzdt2rSxY8fq9Xp3d/cNGzYEBgYqm0pKSkTE09OzvjuuK6ejFxQUKH8qN5zT6/Xr168PCAhYuHDhd999l5WVtXv37gkTJigDvvDCC4WFhZZb+uWXX9q0adOmTZuJEycmJyf369fP09OzY8eOf/jDH3bs2PHII4+ISE5OTmJion1eAgAAAKAa19PHHN0C8F8I8C1Thw4dNm/eHBQUJCKenp6bN2+2cMy8Xq9ftmxZREREcnKyiHTt2nXLli0DBgwwFyjjlJSUGI3GOkdQrlEfEBCg/KmcOS8ifn5+aWlpzzzzTPfu3du2bdunT58FCxbMnTtXRHJzc99++23Lz2LgwIHnz58/f/78/PnzXV1dq29yc3ObN2+eu7u71HWAPQAAANAYbpnH5eRhR3cB1ESAb5k8PT0HDRqkTIy7uroOGjSovoPMDx06FBkZ+eabb16/ft3NzW3KlCnffPPNvffeW72mXbt2ImIymZRj42tT5tKVa9dXX5g1a1bt4/YnTpyoXAxPuRe9zYKDg/v06SMiP//8c1VVVWOGAgAAAMw4bB5OiwDfehmNxvnz5w8dOvTkyZMiMnLkyP3797/55ptt2rSpUakEePm/oF6bsv7WW29V/jQH+OrT+GZarVa57NzJkyfNV5W3jXJYgclkUg4BAAAAABqJ9A5nxkXsWimTyRQfH79mzRoRCQsLW7JkSURERH3F5gCfkZEREhJSY+vly5evX78udc3A+/r61jmgcnZ9RUVFaWmpj4+Pzc/CYDAoC1zEDgAAAI1EdIfzYwa+lVqxYoWS3qOjo9PS0iykdxEx36dt165dtbempqYqC71791YWunXrpiwoc/u1ZWRkiIinp6fl4P3EE0/cc88948aNq6/g9OnTItKlS5cG3VseAAAAqIH0DlVw9hn4vLy8jz76KDMz89KlS4GBgd26dRs1alTtSeCioqKPP/744MGDhYWFgYGB9913X0xMTO1Dwa0sa/FKS0sXL14sIoMGDVq1alWN68PVFhoaGhoampmZuWvXrqqqqhr1O3bsEBGdTjdkyBBlzb333uvj41NcXLx+/foHH3ywxrXrMzMzf/zxRxEZOHBgfZe1V/Tt2zc1NfXcuXMnTpwIDw+vsTU9Pf3IkSMi8tBDD1nzrAEAAIDaiO5QEaeegf/pp5/i4uJSU1OzsrLc3d0vXry4b9++adOmffHFF9XLrl27Nm3atC+//DIvL0+r1V65cuXTTz/9n//5H+XmZw0taw02bdqkXI7ujTfeuGl6V8TGxopITk7OypUrq69PS0vbuXOniIwePdo8na7T6caOHSsiO3bsWLZsWfVr1+fm5sbFxSl3d584caJ5fWlpaW5ubm5ubvXr5I0YMUJZmDhxYn5+fvX9njt37qWXXjKZTK6urkpvAAAAQEOR3qEuzjsDbzAY3nvvvbKysvvvv3/KlCk+Pj6lpaUbN2785JNP1qxZc8cdd5jn4VetWpWXl9etW7fp06cHBwefPXt2/vz5Fy5cWL9+/ZQpU8wDWlnWGuzZs0dENBpNcnKyhTlwHx+f1157TVkeM2ZMUlLS0aNH58yZk52dHR0drdVq9+zZs2TJEhEJCgqaPn169ce++OKLW7duvXjx4t/+9rft27c/9BWU+UMAACAASURBVNBD7du3P3HixMaNG5UoPnLkSPOMvYgkJSXNnj1bRGJiYhISEpSVPXv2nD59+jvvvJORkXHPPfc8+eSTPXr0KCsr+/nnnzdv3lxeXi4ir7/++m233WbXlwcAAACtAukdquO8AX7v3r2XL19WkqFyhnObNm3Gjx+fn5+/Z8+eTZs2zZgxQ0SKiooOHjyo0+leffVV5dppoaGhr7322ksvvfTNN99MnDhRp9NZX9ZKnD9/XkRMJtPatWstlHXo0MEc4HU63fr16x9//PGMjIzExMTExERz2S233JKcnGy+BL3C398/JSXliSeeyMnJ+eGHH3744YfqW//yl78sXrzY8vHzipkzZ+bk5KSkpBQXF69YsaL6JldX19mzZ7e2H18AAADQeER3qJTzHkJ/9uxZEYmMjKxxfbLIyEjzVhHZt29fVVVVnz59zFc+F5Fu3bp169attLT0P//5T4PKWgklwDdUcHBwamrqG2+80adPH29vb09Pzx49eii/gPTv3792fXh4+L59++Lj4/v27evn5+fm5taxY8eRI0d++umny5cvd3d3t2anLi4uCQkJX3311YgRI26//fa2bdu2adOme/fukyZN+v77759//nlrfgUAAAAAzEjvUC/nnYHPyckRkS5dutRY7+fnJyJXr15V/jx69KiI9OvXr0ZZ//79z549e/jw4fvvv9/6slYiMzPTtgd6eno+//zzzz//vJX13t7eL7300ksvvXTTytjYWAunsvfr12/VqlXWdgkAAADUhegOtXPeAP/000+PHj26c+fONdYrdw4zT6QXFBSISMeOHWuUdejQQUQKCwsbVAYAAACgRSK9owVw3gBf+15xIlJSUrJx40YRGThwoLKmqKhIRLy8vGpUtm3b1rzV+rLqqqqqbty4UWdvqjtsW3UNOwnlddNoNLyAjcRraBvegfbCC2gb3oH2wmvYGLx6jcdrKObobtPrwKvXSLwD7ct5A3xtFy9efOutty5fvhwQEBAVFaWsVLK3ksOrqzPA37SsuiNHjkyaNKn2+t27d/v6+jbmiTS/wMBAR7egYj4+Po5uQfUCAwP54LaZ+QaNsFlAQICjW1Cxtm3b1v7XEw3i7+/v6BZUzMvLq/YEDBpEOf+0VTt5WGz9Oufu7m7llZtQg4vLr1dba9u2LWHEjtQR4A0Gw9atWzdu3KjX6729vf/617+aM5XJZLL8wAaVAQAAAGg5Th52dAeAPakgwJ8/f37RokW//PKLiPTu3XvatGlBQUHmrX5+fmVlZbWPdS8pKZFqv3lbWVadt7d3RERE7fUmk0l1gV91DTsPNze3yspKyz8A4aYMBgMz8LbhHdgYWq1WeePxGWgzNze3qqoqo9Ho6EZUyfwO5L9im/EObAxXV1dlCrTVvgM1p440cgStVms0GnkH2urXd11VVRX/EFtW47Zrljl7gN+5c+eqVasMBoO/v//TTz89aNCgGjHAz8/v0qVLtZO5sqZ6gLemrLqwsLAaNx5XXLt2rc5D7p2Z6hp2Eq6urv7+/jdu3OBDp5GKiooI8DZwcXEJCAgoLS3V6/WO7kWV/Pz8tFqtiBQXF7fOL6+NpNFoAgMDS0tLKyoqHN2LKvn6+irfyYqLiwkAtgkKCiorKysvL3d0I6rk4+Oj0+lE5Pr161VVVY5up7nZ5Xp1Pj4+BoOBd6BtjMZf/+UtLS0ljFhWfX76ppw6wO/du3f58uUict9997344ott2rSpXaOc1XPp0qUa669cuSLVzvmxsgwAAACAenGpebRsLo5uoF6XLl1aunSpiDz++OOvvPJKneldRHr37i0ihw/XPLnl0KFDInLnnXc2qAwAAACASpHe0eI5b4DfuXOnwWCIjIwcM2aMhYNvf/e737m6uh4+fLj6gRmXL1/OyMho06bNgAEDGlQGAAAAQHXcMo+T3tEaOG+A//bbb0Xk3nvvLaiLOYf7+vpGRESUlZW9/fbbpaWlIlJUVLRgwQKTyTR48GDlzB/rywAAAACoC9EdrYeTngNvMBhyc3NFZN68eXUWtGvXbs2aNcrys88+m5GRcfjw4TFjxnTq1Ck7O9tkMnXp0mXs2LHVH2JlGQAAAABVILqjtXHSGfirV69aXxwYGPjPf/7zkUce8fPzy8nJueWWW0aOHLlo0aIap81bWQYAAADA+ZHe0Qo56Qx8x44dt23bZn29r6/v5MmTJ0+ebJcyAAAAAE6L6I5Wy0ln4AEAAACgNtI7WjMnnYEHAAAAgOqI7gAz8AAAAACcHekdEAI8AAAAACdHegcUHEIPAAAAwEkR3YHqmIEHAAAA4IxI70ANzMADAAAAcC5Ed6BOBHgAAAAAzoLoDljAIfQAAAAAnALpHbCMGXgAAAAADkZ0B6zBDDwAAAAARyK9A1ZiBh4AAACAYxDdgQZhBh4AAACAA5DegYZiBh4AAABAsyK6A7ZhBh4AAABA8yG9AzZjBh4AAABAcyC6A43EDDwAAACAJkd6BxqPGXgAAAAATYjoDtgLAR4AAABAkyC6A/bFIfQAAAAA7I/0DtgdM/AAAAAA7InoDjQRZuABAAAA2A3pHWg6zMADAAAAsAOiO9DUCPAAAAAAGoXoDjQPAjwAp1BeXl5RUeHl5aXV3uRzqaioKCMjo6ysrFevXrfccotGo7Hv+PXJzs7OysoyGAzBwcE9evSwcr8AALR4pHeg2XAOPACnMGHChLCwsEOHDlmo2bNnz+9///uwsLBhw4b9+c9/vuOOO3r37v3RRx8ZjUa7jF+f9PT0oUOH9u/f/89//nNMTMxvf/vbiIiITz/91IahAABoSdwyj5PegeZEgAfgeAUFBWlpaZZr3nzzzVGjRp04caL6yitXrrz44osxMTFVVVWNHL8+O3fujIqKSk9Pr77y3LlzkyZNevfdd20bEwAAtSO6Aw5BgAfgYCaTaebMmQaDwULNrl27li1bJiKdO3detWrVsWPHMjIyNm7c2K9fPxFJS0tLSEhozPj1uXTpUmxsbGVlpbu7+4IFC06ePJmZmfnBBx+0a9dORObNm/fvf//bhmEBAFA1ojvgKAR4AI5hNBp/+eWXrVu3/vGPf7zp4ehvvfWWiHh5eX366acjRoxo3769v7//4MGDP/vss27duonIO++8U1lZafP49Vm6dOmNGzdEZOXKlRMmTAgMDPTx8YmKitqyZYtOpxORhQsX2jYyAABqxMQ74FhcxA6A/R08eHD16tWnT59W/hwzZsxTTz01dOjQ6jUhISFlZWXWjKbX648fPy4iw4YN69KlS/VNnp6eTz311Jw5c8rLyzMyMm6//XYbxq+PwWDYtGmTiISHh0dFRVXf1KtXr0cffXTjxo3ff/99dnZ2586dG7MjAABUgegOOBwz8ADsyWQy/e1vf4uKivr000/NU+K7du0aO3bshAkT9Hq9udL6dJ2Tk6M8MDg4uPZWc3g+e/Zs9fWNTO8ikp6eXlRUJCIPP/xw7a3mlbt3727kjgAAcHJMvANOggAPwJ6WL1+ekJBgMplqb9q2bduMGTPMf16txsIZ7CISGBioLGRkZNTeal6pnJduw/j1ycrKUhaGDBlSe+vgwYOVO8llZmbaMDgAAKpAdAecCgEegN0UFha+/fbbFgo+/vjjn3/+uaHD+vj4PPjggyKyY8eOH374ofqmK1eurF69WkQ6derUv3//ho5s2ZUrV5SFOmf+vb29/fz8ROTq1av23S8AAE6C6A44GwI8ALtJTU1VLvlWH5PJ9Nlnn9kw8jvvvNOxY8eqqqoRI0b8/e9///rrr7/99tvly5cPGjQoPz/fw8Nj9erVWq2dL+qRm5urLPj7+9dZoKw3lwEAoFLl5eVFRUXVLwfrnBPv5RUVRddLKi3eOxZo2biIHQC7MV+1rpE1tXXs2HHXrl3PPPPMgQMHlixZsmTJEvOmrl27JiUlhYeH2zCsZUoy12q1Xl5edRYEBAScPXuWGXgAgNpNmDDhq6++2r59+913310jt3/8xY4fT5y0ZpBxf4q6s3tYQ+sb1Of4+Dk7vv1u15r37rnz9ptXAy0RAR6A3VS/Rl19KioqbBi5qqoqJSXl6NGjtTdlZ2cnJSXFx8fXF7NtVlJSIiKenp7Kue61eXh4iEhBQYF99wsAQHMqKChIS0sTEW3OOTf/NjW2ph38z8adu6wZ54F7fnNn97CG1jegz+Li3fsPWl8PtEgcQg/Abjp16nTTGhvuuGY0Gl966aW5c+eWlpYOHjx48+bNP//88+nTp7dv3x4TE2MymVavXv34449bPnrfBkFBQSJSUlJiNBrrLFCuUR8QEGDf/QIA0GxMJtPMmTMNBkPjh/Ju4C/pDao3mUzT33rXUO0gf6B1YgYegN0MGTJEo9HUeQn66jUNHfaLL75ISUkRkaeeeuqdd94xr7/77rvvvvvufv36zZo168CBA8uWLZs1a5YNbddHuay9yWQqLi5WrldXQ2FhoYi0b9/ejjsFAKAZGI3GCxcupKenJyYmHjhwwELlqjdnr3pztoVxHps28+sDPzwa+cDvftPPhvqb9pl9+cp/fj6+evPW/YfrOBAPaG0I8ADsplu3biNGjPjkk0/qK+jbt+9DDz3U0GGTkpJERKfT/f3vf6+99emnn167du2pU6eSkpKaIsCLSGFhoYUAf+utt9pxpwAANIOQkJCysrLGj7Nq89avD/zQ+db2S16ZUd8ZZ42p7zTkkbLy8sb3CbQYHEIPwJ4WLVrUp0+fOjd17Nhx7dq1Li4N/tg5e/asiPTs2dPT07P2Vo1G069fPxG5cuWKfY+iNwf4Ou8/f/ny5evXrwsz8AAAFbJLej+ZdW7OspWuLi6Jc9/w9W5r93oRIb0DNRDgAdiTj4/PF1988dJLL/n4+JhXuru7jx07Ni0trUuXLjaMqdPpRKS4uLi+AvMmNzc3G8avT9++fZWFXbvquBhPamqqstC7d2877hQAgKbmlnm8cP9e8/9WvP6KDYPoDYZn3/h7uV7/6rPPRPS+w+71isb3CbQwBHgAdubh4REfH3/q1KmQkBBlTUZGxuLFi22+2Nvtt98uIufPnz9z5kztrcXFxcrJe6GhoUrUt5fQ0NDQ0FAR2bVrV1WtW87u2LFDRHQ6nQ1n9QMA4BB2vLv7ipRNRzJOh3Tq+MKYmKaoB1AnAjyAJqHVas1HvNd56Lv1nnjiCWVh0qRJyr3ZzUpKSqZOnXrt2jURiYmx/QtBaWlpbm5ubm5ujXn+2NhYEcnJyVm5cmX19WlpaTt37hSR0aNHe3t727xfAACahx2ju4jkFxUvXpcsIn+dPElnxeFvDa0HUB8uYgfA2Q0ZMuRPf/rTZ599duzYsYiIiJiYmJ49e7q6up45c2bTpk15eXkicscddzz33HM27yIpKWn27NkiEhMTk5CQYF4/ZsyYpKSko0ePzpkzJzs7Ozo6WqvV7tmzZ8mSJSISFBQ0ffr0Rj8/AADsrH///iUlJcqyqbJy7tTJY6OH23H8RR+sLy650S+856NDHmiKegD1IcADcHYajWb58uUdOnRYs2bNjRs3EhMTaxRER0cvWLDAw8PD7rvW6XTr169//PHHMzIyEhMTq+/6lltuSU5O5hL0AAAnVFxcXFRUZP6zwh63eTc7l3NxzeatIjJ36hRrrk3b0HoAFhDgAaiAu7v73Llzx40bt2rVqpMnT54+fVqv13fv3r179+5jxowZMGBA0+06ODg4NTU1MTFx69atWVlZlZWVnTt3HjZsWGxsbFBQUNPtFwAAm3Xu3Nmg15eWlYlIp/btvL3a2HHw+as/MFRW3t+v72/739UU9QAsIMADcLyYmBhrzmAPCwt76623mmL82NhY5XT3Onl6ej7//PPPP/+8DbsGAKCZuWUe/3bN8vHxcz7dnSYinyYs7t6ls70Gv3It/5PUr0XkqeiopqgHYBkBHgAAAGgJ7HiZuvokff6FobLS28vrT4N/3xT1ACwjwAMAAADq1gzRXUSqjMYPP/1cRB77Q6SnFZeeaWg9gJsiwAMAAABq1TzRXbHru/0XLl8RkSf/OKwp6gHcFAEeAAAAUJ/mjO6KlO07RaR9YED/8F5NUQ/gpgjwAAAAgJo0f3QXkcqqqq8P/CAi993VR6PR2LG+tKz8emmpiHi6u/u09bJTv0DLxJ0YAQAAANVwSHoXkf8cO15cckNE7rurr33r1332ec/hI3oOHzHr3aWN7xNo2ZiBBwAAAFTAUdFdkfr9AWXh/r59mqIegDUI8AAAAIBTc2x0V6TuPygi3l5et4d1a4p6ANYgwAMAAABOqhmi++jhj4we/shNy/Z8uKpBw1pfPzlm1OSYUTcts7JPoGUjwAMAAABOxxlm3QE4GwI8AAAA4ESI7gDqQ4AHAAAAnALRHYBlBHgAAADAwYjuAKxBgAcAAAAchugOwHoEeAAAAKC5kdsB2IAADwAAADQfojsAmxHgAQAAgOZAdAfQSAR4AAAAoGkR3QHYBQEeAAAAaCpEdwB2RIAHAEDKy8srKiq8vLy02pv8y6jX6zMyMi5dutS+ffsePXp4eHhYrs/Pzz9z5oxWqw0NDfX19W22PgE4HNEdgN25OLoBAAAcb8KECWFhYYcOHbJQo9fr58+f37t378GDB48ePToyMrJr167Tp08vKCioXVxcXDx79uyePXv27Nlz+PDhDz/8cFhYWP/+/VNSUoxGY5P2CcDh3DKPk94BNAV+vwcAtHYFBQVpaWmWa0pKSkaOHPnTTz9VX2k0GtevX//111/v3r07ICDAvD4/Pz8qKur06dM1BsnOzp46deonn3zy8ccfu7q6NkWfAByI0A6gqTEDDwBo1Uwm08yZMw0Gg+WauLg4Jb2PGjVq7969v/zyyzfffPPYY4+JyIULF6ZNm1a9/tVXX1XS+8CBAz///PNTp04dP3583bp1oaGhIpKWlvb+++83RZ8AHIUpdwDNgxl4AEBrZDQaL1y4kJ6enpiYeODAAcvF+/bt+/LLL0Vk0qRJ//jHPzQajYiEh4evWLGivLz8X//615dffpmZmank84sXL27dulVE7rnnnk8++cTF5dffyocNGxYREXHfffcVFhYuWbJk8uTJyjh27BNA8yO3A2hOBHgAQGsUEhJSVlZmZfGyZctEpG3btq+//nr11K3RaGbMmPGvf/1LRL766qvJkyeLyLFjx0wmk4hMmzbNnN4VQUFBo0aNWr16dX5+fm5ubvv27e3bJ4BmQ24H4BAEeABAa2R9Ki4uLt63b5+IREVFeXp61tgaHh6emppqMpnM58CbT32/8847a4/WrVs3ZeHs2bPWBHjSO+BsiO4AHIgADwBoja5evWpeTklJmTp1an2V+/fvr6ysFJHo6OjaWzUaTd++fauvCQ0NfeGFF0Skznxu3m9gYKB9+wTQ1IjuAByOAA8AgCWnTp1SFm677TYRMRqNJ0+evHLlSocOHUJDQ93c3GrUDx06dOjQoXUOlZ+fv2nTJhEJDQ0NCwtryq4B2A25HYDzIMADAGDJ2bNnlYWgoKC1a9cuXrz4ypUryhqdThcZGTl//vxOnTrV9/CLFy9mZGQUFhYeOnRoy5Ytly9f9vDwWLx4cY3T4wE4IaI7AGdDgAcAtDTl5eW9e/c2X23OZDK99957Dz74oG2jFRcXi4hOp5s7d+769eurb9Lr9du3b9+3b9+aNWsiIyPrfHhycvKiRYvMf/bp02fZsmXh4eG2NQOgGZDbATgtfv4HALQ0JpOpsLCw4P8UFhbq9XqbR7tx44aI6PX69evXBwQELFy48LvvvsvKytq9e/eECRNEpKSk5IUXXigsLLRmtCNHjixcuPDy5cs29wOgiSj3cie9A3BmBHgAQEuj0Wj8/Py02l+PMvNt29bz2mWbv5Sbx/Hz80tLS3vmmWe6d+/etm3bPn36LFiwYO7cuSKSm5v79ttv1/nwmTNn5ubmnjp1aseOHU8++aSrq+sXX3wxfPjw/Px82/oBYHfkdgBqQYAHALQ0Hh4ep0+f7t+/v/Lnsc82/eH+AVJteq1BX9bNF5OfNWtWx44da2ydOHFicHCwiOzfv7++ETQaTUBAwG9+85t33333jTfeEJFffvll9erVDXxaAOyMKXcAqkOABwC0Uubv7q65ORbKzAF+wIABtbdqtVrlNnInT55U7jZnWWxsrJeXl4go95YH0PzI7QDUiwAPAMCvtDnnan+nNwd4X1/fOh+l3NG9oqKitLS0qqpq4sSJTz/9dI3L3Zm5uLgoN5DjNHig+ZHbAagdV6EHAOC/1Ph+361bN2Xh5MmTnTt3rl2fkZEhIp6ent7e3hqNJiMj48SJEwUFBU899VSd4+fk5IiIj4+PnfsGUA9CO4AWgxl4AAAs+e0tPj5tvUQk6b3lJpOpxtbMzMwff/xRRAYOHKjcuE45ov7HH3803y6+usOHD+fl5YlIv379mrpzoJXjUHkALQ8BHgAAS3RubuP+9EcR2b7v3++9+VfX08fMqSA3NzcuLk65R93EiROV+iFDhohIWVnZ9OnTS0tLqw916dKlqVOnKsuPP/64eX1paWlubm5ubq5yz3kAjUFuB9CCcQg9AAA38fK4MVt27b6Ye/WN5Su//ObbhwYOuDUw8PjZrJQvd+QXFYvIY3+IfLjrrcol7KKjo5cvX3748OGdO3fef//9jz322G233VZRUXHq1KmUlBQl0o8ZMyYiIsI8flJS0uzZs0UkJiYmISHBIc8RUDsSO4DWgAAPAMBN+Pv4bHl30WMvz8y5knvg6LEDR49V3xrzyB/++eoMjUaj5Ac3kY/nvv6X6a8cO30mJydnyZIlNUYbN27c/Pnzm697oEUjtwNoVQjwAADcXHjobfs/+nDVpq2f7/nmXM7FG2VltwT4339Xn/GPRv+2/101iju2uyU18b3/3f7VV9/tz7qQc+7iRR8vr7Be4T179oyJibnrrpr1ABqK3A6gdSLAAwBau9HDHxk9/J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)
##
##
## [[3]]
## [[3]]$condicao
## celula fracao
## 1 5H-SYSY CLOR
##
## [[3]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 3 12827.7 4275.9 8.8029 0.05359 .
## Residuals 3 1457.2 485.7
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[3]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## 1 2 3 4 5 6
## -3.109e-15 2.400e+01 -2.400e+01 9.400e+00 -1.120e+01 -5.800e+00
## 7
## 7.600e+00
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 98.200 12.071 8.135 0.00388 **
## XRMPI -23.200 25.129 -0.923 0.42397
## XDMSO 82.800 19.713 4.200 0.02463 *
## XCONC 25.600 9.856 2.597 0.08056 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 22.04 on 3 degrees of freedom
## Multiple R-squared: 0.898, Adjusted R-squared: 0.796
## F-statistic: 8.803 on 3 and 3 DF, p-value: 0.05359
##
##
## [[3]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 75.0 4.860924 145.1391 a
## 2 DMSO 181.0 131.404184 230.5958 a
## 3 0,1 72.6 13.917439 131.2826 a
## 4 1 98.2 59.783246 136.6168 a
## 5 10 123.8 85.383246 162.2168 a
## 6 100 149.4 90.717439 208.0826 a
##
## [[3]]$plot
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)
##
##
## [[4]]
## [[4]]$condicao
## celula fracao
## 1 5H-SYSY HEX
##
## [[4]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 3 23479 7826.5 6.1658 0.0847 .
## Residuals 3 3808 1269.3
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[4]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## 1 2 3 4 5 6
## -5.329e-15 2.400e+01 -2.400e+01 1.600e+01 -4.000e+00 -4.000e+01
## 7
## 2.800e+01
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 60.00 19.51 3.075 0.0544 .
## XRMPI 15.00 40.62 0.369 0.7365
## XDMSO 121.00 31.87 3.797 0.0321 *
## XCONC 42.00 15.93 2.636 0.0779 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 35.63 on 3 degrees of freedom
## Multiple R-squared: 0.8604, Adjusted R-squared: 0.7209
## F-statistic: 6.166 on 3 and 3 DF, p-value: 0.0847
##
##
## [[4]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 75 -38.383257 188.3833 a
## 2 DMSO 181 100.825930 261.1741 a
## 3 0,1 18 -76.863239 112.8632 a
## 4 1 60 -2.102567 122.1026 a
## 5 10 102 39.897433 164.1026 a
## 6 100 144 49.136761 238.8632 a
##
## [[4]]$plot
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)
##
##
## [[5]]
## [[5]]$condicao
## celula fracao
## 1 5H-SYSY REM
##
## [[5]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 3 15667.5 5222.5 4.189 0.135
## Residuals 3 3740.2 1246.7
##
## [[5]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## 1 2 3 4 5 6
## 3.553e-15 2.400e+01 -2.400e+01 2.710e+01 -3.130e+01 -1.870e+01
## 7
## 2.290e+01
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 82.30 19.34 4.256 0.0238 *
## XRMPI -7.30 40.26 -0.181 0.8677
## XDMSO 98.70 31.58 3.125 0.0523 .
## XCONC 28.40 15.79 1.799 0.1699
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 35.31 on 3 degrees of freedom
## Multiple R-squared: 0.8073, Adjusted R-squared: 0.6146
## F-statistic: 4.189 on 3 and 3 DF, p-value: 0.135
##
##
## [[5]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 75.0 -37.36935 187.3694 a
## 2 DMSO 181.0 101.54287 260.4571 a
## 3 0,1 53.9 -40.11494 147.9149 a
## 4 1 82.3 20.75277 143.8472 a
## 5 10 110.7 49.15277 172.2472 a
## 6 100 139.1 45.08506 233.1149 a
##
## [[5]]$plot
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)
##
##
## [[6]]
## [[6]]$condicao
## celula fracao
## 1 BE-M17 AC.ETILA
##
## [[6]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 4 4056.7 1014.2 3.9112 0.04145 *
## Residuals 9 2333.7 259.3
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[6]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## Min 1Q Median 3Q Max
## -31.429 -7.259 3.000 7.009 21.929
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 51.929 7.577 6.853 7.45e-05 ***
## XRMPI -21.000 12.982 -1.618 0.140
## XDMSO -15.750 10.184 -1.547 0.156
## XPLAC 20.143 8.607 2.340 0.044 *
## XCONC 9.500 5.092 1.866 0.095 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 16.1 on 9 degrees of freedom
## Multiple R-squared: 0.6348, Adjusted R-squared: 0.4725
## F-statistic: 3.911 on 4 and 9 DF, p-value: 0.04145
##
##
## [[6]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 41.00 15.24230 66.75770 a
## 2 DMSO 46.25 28.03656 64.46344 a
## 3 0,1 52.50 30.94956 74.05044 a
## 4 1 62.00 47.89193 76.10807 a
## 5 10 71.50 57.39193 85.60807 a
## 6 100 81.00 59.44956 102.55044 a
##
## [[6]]$plot
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)
##
##
## [[7]]
## [[7]]$condicao
## celula fracao
## 1 BE-M17 BRUTO
##
## [[7]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 4 2690.85 672.71 10.157 0.002157 **
## Residuals 9 596.08 66.23
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[7]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## Min 1Q Median 3Q Max
## -18.629 -1.259 1.050 4.159 8.271
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 44.629 3.830 11.654 9.88e-07 ***
## XRMPI -7.700 6.561 -1.174 0.270694
## XDMSO -2.450 5.147 -0.476 0.645418
## XPLAC 8.143 4.350 1.872 0.094015 .
## XCONC 14.100 2.574 5.479 0.000391 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 8.138 on 9 degrees of freedom
## Multiple R-squared: 0.8187, Adjusted R-squared: 0.7381
## F-statistic: 10.16 on 4 and 9 DF, p-value: 0.002157
##
##
## [[7]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 41.00 27.98218 54.01782 cd
## 2 DMSO 46.25 37.04501 55.45499 cd
## 3 0,1 34.60 23.70851 45.49149 d
## 4 1 48.70 41.56985 55.83015 c
## 5 10 62.80 55.66985 69.93015 b
## 6 100 76.90 66.00851 87.79149 a
##
## [[7]]$plot
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)
##
##
## [[8]]
## [[8]]$condicao
## celula fracao
## 1 BE-M17 CLOR
##
## [[8]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 4 23132.3 5783.1 11.594 0.001342 **
## Residuals 9 4489.4 498.8
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[8]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## Min 1Q Median 3Q Max
## -23.800 -13.275 -6.475 10.812 30.900
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 76.950 10.510 7.322 4.46e-05 ***
## XRMPI -46.950 18.007 -2.607 0.0284 *
## XDMSO -41.700 14.125 -2.952 0.0162 *
## XPLAC 22.000 11.938 1.843 0.0985 .
## XCONC 30.850 7.063 4.368 0.0018 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 22.33 on 9 degrees of freedom
## Multiple R-squared: 0.8375, Adjusted R-squared: 0.7652
## F-statistic: 11.59 on 4 and 9 DF, p-value: 0.001342
##
##
## [[8]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 41.00 5.274306 76.72569 cd
## 2 DMSO 46.25 20.988120 71.51188 cd
## 3 0,1 57.10 27.209740 86.99026 d
## 4 1 87.95 68.382232 107.51777 c
## 5 10 118.80 99.232232 138.36777 b
## 6 100 149.65 119.759740 179.54026 a
##
## [[8]]$plot
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)
##
##
## [[9]]
## [[9]]$condicao
## celula fracao
## 1 BE-M17 HEX
##
## [[9]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 4 2572.4 643.11 3.3142 0.06258 .
## Residuals 9 1746.4 194.05
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[9]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## Min 1Q Median 3Q Max
## -24.429 -5.759 -0.125 5.509 21.179
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 40.679 6.555 6.206 0.000158 ***
## XRMPI -8.250 11.231 -0.735 0.481292
## XDMSO -3.000 8.810 -0.341 0.741282
## XPLAC 17.143 7.446 2.302 0.046822 *
## XCONC 10.750 4.405 2.440 0.037342 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 13.93 on 9 degrees of freedom
## Multiple R-squared: 0.5956, Adjusted R-squared: 0.4159
## F-statistic: 3.314 on 4 and 9 DF, p-value: 0.06258
##
##
## [[9]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 41.00 18.71760 63.28240 a
## 2 DMSO 46.25 30.49396 62.00604 a
## 3 0,1 38.50 19.85721 57.14279 a
## 4 1 49.25 37.04543 61.45457 a
## 5 10 60.00 47.79543 72.20457 a
## 6 100 70.75 52.10721 89.39279 a
##
## [[9]]$plot
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)
##
##
## [[10]]
## [[10]]$condicao
## celula fracao
## 1 BE-M17 REM
##
## [[10]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 4 6389.9 1597.48 5.7804 0.01383 *
## Residuals 9 2487.3 276.36
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[10]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## Min 1Q Median 3Q Max
## -22.971 -10.116 -1.471 10.636 23.771
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 44.971 7.823 5.749 0.000277 ***
## XRMPI -16.900 13.403 -1.261 0.239041
## XDMSO -11.650 10.514 -1.108 0.296577
## XPLAC 25.857 8.886 2.910 0.017315 *
## XCONC 15.700 5.257 2.986 0.015288 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 16.62 on 9 degrees of freedom
## Multiple R-squared: 0.7198, Adjusted R-squared: 0.5953
## F-statistic: 5.78 on 4 and 9 DF, p-value: 0.01383
##
##
## [[10]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 41.00 14.40814 67.59186 ab
## 2 DMSO 46.25 27.44671 65.05329 b
## 3 0,1 42.20 19.95165 64.44835 ab
## 4 1 57.90 43.33504 72.46496 ab
## 5 10 73.60 59.03504 88.16496 ab
## 6 100 89.30 67.05165 111.54835 a
##
## [[10]]$plot
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)
##
##
## [[11]]
## [[11]]$condicao
## celula fracao
## 1 CHLA-20 AC.ETILA
##
## [[11]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 4 3192.8 798.21 9.2331 0.002167 **
## Residuals 10 864.5 86.45
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[11]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## Min 1Q Median 3Q Max
## -9.127 -6.527 -1.182 5.418 16.527
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 50.873 4.343 11.714 3.67e-07 ***
## XRMPI -6.691 6.515 -1.027 0.328590
## XDMSO 7.400 5.881 1.258 0.236835
## XPLAC -28.545 4.856 -5.879 0.000155 ***
## XCONC 1.800 2.940 0.612 0.554075
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 9.298 on 10 degrees of freedom
## Multiple R-squared: 0.7869, Adjusted R-squared: 0.7017
## F-statistic: 9.233 on 4 and 10 DF, p-value: 0.002167
##
##
## [[11]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 29.90909 17.81296 42.00522 a
## 2 DMSO 44.00000 33.64150 54.35850 a
## 3 0,1 34.80000 22.54365 47.05635 a
## 4 1 36.60000 28.57634 44.62366 a
## 5 10 38.40000 30.37634 46.42366 a
## 6 100 40.20000 27.94365 52.45635 a
##
## [[11]]$plot
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)
##
##
## [[12]]
## [[12]]$condicao
## celula fracao
## 1 CHLA-20 BRUTO
##
## [[12]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 4 1481.92 370.48 5.7724 0.01132 *
## Residuals 10 641.81 64.18
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[12]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## Min 1Q Median 3Q Max
## -13.9227 -3.9318 0.2273 3.5227 12.7227
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 41.723 3.742 11.150 5.81e-07 ***
## XRMPI -2.541 5.613 -0.453 0.66045
## XDMSO 9.050 5.067 1.786 0.10438
## XPLAC -13.545 4.184 -3.238 0.00891 **
## XCONC 8.100 2.533 3.197 0.00954 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 8.011 on 10 degrees of freedom
## Multiple R-squared: 0.6978, Adjusted R-squared: 0.5769
## F-statistic: 5.772 on 4 and 10 DF, p-value: 0.01132
##
##
## [[12]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 32.40909 21.98677 42.83141 abcd
## 2 DMSO 44.00000 35.07486 52.92514 abcd
## 3 0,1 26.85000 16.28963 37.41037 b
## 4 1 34.95000 28.03661 41.86339 c
## 5 10 43.05000 36.13661 49.96339 d
## 6 100 51.15000 40.58963 61.71037 a
##
## [[12]]$plot
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)
##
##
## [[13]]
## [[13]]$condicao
## celula fracao
## 1 CHLA-20 CLOR
##
## [[13]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 4 2111.90 527.97 12.422 0.0006814 ***
## Residuals 10 425.04 42.50
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[13]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## Min 1Q Median 3Q Max
## -12.5045 -2.6295 -0.7955 2.5250 10.1455
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 49.095 3.045 16.122 1.74e-08 ***
## XRMPI -9.232 4.568 -2.021 0.070858 .
## XDMSO 2.700 4.123 0.655 0.527359
## XPLAC -15.591 3.405 -4.579 0.001012 **
## XCONC 9.650 2.062 4.681 0.000867 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 6.519 on 10 degrees of freedom
## Multiple R-squared: 0.8325, Adjusted R-squared: 0.7654
## F-statistic: 12.42 on 4 and 10 DF, p-value: 0.0006814
##
##
## [[13]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 32.06818 23.58664 40.54972 cd
## 2 DMSO 44.00000 36.73685 51.26315 bcd
## 3 0,1 31.65000 23.05612 40.24388 d
## 4 1 41.30000 35.67398 46.92602 c
## 5 10 50.95000 45.32398 56.57602 b
## 6 100 60.60000 52.00612 69.19388 a
##
## [[13]]$plot
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)
##
##
## [[14]]
## [[14]]$condicao
## celula fracao
## 1 CHLA-20 HEX
##
## [[14]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 4 3265.2 816.29 23.109 4.887e-05 ***
## Residuals 10 353.2 35.32
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[14]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## Min 1Q Median 3Q Max
## -6.8545 -4.4545 0.0545 2.7364 8.6545
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 33.145 2.776 11.939 3.06e-07 ***
## XRMPI 9.218 4.164 2.214 0.05124 .
## XDMSO 22.400 3.759 5.959 0.00014 ***
## XPLAC -23.091 3.104 -7.440 2.21e-05 ***
## XCONC 3.800 1.879 2.022 0.07076 .
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 5.943 on 10 degrees of freedom
## Multiple R-squared: 0.9024, Adjusted R-squared: 0.8633
## F-statistic: 23.11 on 4 and 10 DF, p-value: 4.887e-05
##
##
## [[14]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 30.81818 23.086139 38.55022 ab
## 2 DMSO 44.00000 37.378674 50.62133 a
## 3 0,1 17.80000 9.965542 25.63446 b
## 4 1 21.60000 16.471143 26.72886 b
## 5 10 25.40000 20.271143 30.52886 b
## 6 100 29.20000 21.365542 37.03446 b
##
## [[14]]$plot
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)
##
##
## [[15]]
## [[15]]$condicao
## celula fracao
## 1 CHLA-20 REM
##
## [[15]]$anova
## Analysis of Variance Table
##
## Response: ldh
## Df Sum Sq Mean Sq F value Pr(>F)
## X 4 2511.36 627.84 7.9773 0.003718 **
## Residuals 10 787.04 78.70
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## [[15]]$summary
##
## Call:
## lm(formula = ldh ~ X, data = db)
##
## Residuals:
## Min 1Q Median 3Q Max
## -19.1045 -3.5795 0.1364 4.7364 14.3045
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 54.995 4.144 13.272 1.13e-07 ***
## XRMPI -12.132 6.216 -1.952 0.079515 .
## XDMSO 1.300 5.611 0.232 0.821448
## XPLAC -24.591 4.633 -5.308 0.000344 ***
## XCONC 2.850 2.805 1.016 0.333630
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 8.872 on 10 degrees of freedom
## Multiple R-squared: 0.7614, Adjusted R-squared: 0.6659
## F-statistic: 7.977 on 4 and 10 DF, p-value: 0.003718
##
##
## [[15]]$testes
## tratamento fit lwr upr cld
## 1 RPMI 30.56818 19.02677 42.10959 a
## 2 DMSO 44.00000 34.11653 53.88347 a
## 3 0,1 39.85000 28.15572 51.54428 a
## 4 1 42.70000 35.04429 50.35571 a
## 5 10 45.55000 37.89429 53.20571 a
## 6 100 48.40000 36.70572 60.09428 a
##
## [[15]]$plot
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)