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GSM1852431,0,736.981 GSM1852432,0,196.662 GSM1852437,0,224.075 GSM1852439,0,9.26 GSM1852441,0,1726.333 GSM1852444,0,272.093 GSM1852445,0,77.689 GSM1852446,0,479.589 GSM1852447,0,131.497 GSM1852450,0,25.781 GSM1852451,0,295.542 GSM1852452,0,0 GSM1852455,0,712.087 GSM1852458,0,0 GSM1852462,0,15.361 GSM1852463,0,327.707 GSM1852464,0,39.93 GSM1852465,0,412.946 GSM1852467,0,26.571 GSM1852470,0,0 GSM1852471,0,1281.049 GSM1852473,0,342.365 GSM1852474,0,336.192 GSM1852475,0,542.078 GSM1852476,0,367.237 GSM1852478,0,11.27 GSM1852479,0,591.42 GSM1852481,0,539.368 GSM1852482,0,0 GSM1852483,0,20.46 GSM1852486,0,281.576 GSM1852487,0,140.136 GSM1852488,0,254.684 GSM1852489,0,201.913 GSM1852490,0,184.446 GSM1852491,0,319.11 GSM1852492,0,485.049 GSM1852493,0,262.768 GSM1852495,0,985.466 GSM1852496,0,8.18 GSM1852497,0,2.33 GSM1852498,0,483.302 GSM1852499,0,0 GSM1852500,0,753.206 GSM1852501,0,673.562 GSM1852503,0,863.418 GSM1852504,0,3.69 GSM1852506,0,0 GSM1852512,0,1250.804 GSM1852513,0,1477.556 GSM1852514,0,4.53 GSM1852515,0,1108.251 GSM1852517,0,766.923 GSM1852518,0,28.291 GSM1852519,0,379.837 GSM1852520,0,816.075 GSM1852521,0,1279.707 GSM1852522,0,97.272 GSM1852523,0,1319.279 GSM1852524,0,516.879 GSM1852526,0,191.625 GSM1852527,0,271.956 GSM1852529,0,14.58 GSM1852530,0,10.17 GSM1852531,0,0 GSM1852534,0,1030.981 GSM1852535,0,5.59 GSM1852536,0,352.272 GSM1852539,0,423.813 GSM1852540,0,932.291 GSM1852542,0,122.461 GSM1852544,0,104.852 GSM1852545,0,415.651 GSM1852546,0,29.831 GSM1852547,0,28.871 GSM1852548,0,50.641 GSM1852549,0,228.613 GSM1852551,0,22.461 GSM1852552,0,0 GSM1852554,0,509.229 GSM1852555,0,13.209 GSM1852558,0,529.967 GSM1852559,0,2.14 GSM1852560,0,350.743 GSM1852563,0,173.932 GSM1852564,0,1097.989 GSM1852565,0,276.587 GSM1852567,0,4.21 GSM1852568,0,28.461 GSM1852569,0,4.68 GSM1852570,0,0 GSM1852571,0,505.321 GSM1852573,0,641.458 GSM1852575,0,303.284 GSM1852576,0,762.359 GSM1852577,0,800.758 GSM1852578,0,12.479 GSM1852579,0,7.32 GSM1852580,0,4.7 GSM1852581,0,2.95 GSM1852582,0,0 GSM1852584,0,9.98 GSM1852585,0,0 GSM1852586,0,14.4 GSM1852587,0,259.61 GSM1852588,0,249.165 GSM1852589,0,34.75 GSM1852590,0,337.538 GSM1852591,0,1113.145 GSM1852593,0,353.832 GSM1852595,0,631.777 GSM1852597,0,373.193 GSM1852598,0,1000.552 GSM1852599,0,890.216 GSM1852600,0,1202.802 GSM1852601,0,1058.913 GSM1852602,0,1914.047 GSM1852603,0,686.91 GSM1852604,0,657.733 GSM1852605,0,3 GSM1852606,0,244.201 GSM1852607,0,4.38 GSM1852608,0,57.632 GSM1852609,0,102.138 GSM1852610,0,1000.902 GSM1852611,0,0 GSM1852613,0,160.689 GSM1852614,0,563.094 GSM1852616,0,6.23 GSM1852618,0,4.18 GSM1852619,0,576.191 GSM1852620,0,206.906 GSM1852621,0,55.03 GSM1852622,0,554.538 GSM1852623,0,0 GSM1852625,0,488.32 GSM1852627,0,53.489 GSM1852628,0,156.344 GSM1852629,0,21.639 GSM1852631,0,1003.358 GSM1852633,0,17.121 GSM1852635,0,14.521 GSM1852637,0,200.114 GSM1852638,0,61.349 GSM1852640,0,311.891 GSM1852642,0,706.354 GSM1852643,0,541.657 GSM1852644,0,1127.167 GSM1852645,0,3.7 GSM1852647,0,1087.061 GSM1852649,0,770.107 GSM1852650,0,686.813 GSM1852651,0,127.504 GSM1852652,0,667.242 GSM1852653,0,391.91 GSM1852654,0,7.87 GSM1852655,0,0 GSM1852658,0,832.147 GSM1852659,0,1459.111 GSM1852661,0,451.289 GSM1852662,0,784.459 GSM1852664,0,0 GSM1852676,0,517.683 GSM1852690,0,139.171 GSM1852707,0,615.484 GSM1852727,0,220.102 GSM1852728,0,9.54 GSM1852731,0,5.55 GSM1852737,0,0 GSM1852746,0,5.43 GSM1852748,0,0 GSM1852761,0,0 GSM1852845,0,391.771 GSM1852846,0,0 GSM1852847,0,0 GSM1852848,0,0 GSM1852850,0,0 GSM1852851,0,135.889 GSM1852852,0,233.171 GSM1852853,0,55.12 GSM1852854,0,266.326 GSM1852855,0,92.56 GSM1852856,0,281.051 GSM1852857,0,256.728 GSM1852858,0,127.466 GSM1852859,0,266.786 GSM1852861,0,123.272 GSM1852862,0,775.751 GSM1852863,0,698.158 GSM1852868,0,572.465 GSM1852870,0,247.643 GSM1852871,0,249.237 GSM1852873,0,638.484 GSM1852875,0,294.443 GSM1852876,0,0 GSM1852877,0,1016.009 GSM1852880,0,98.769 GSM1852881,0,400.668 GSM1852882,0,323.751 GSM1852884,0,238.195 GSM1852885,0,203.505 GSM1852886,0,262.012 GSM1852888,0,0 GSM1852889,0,557.166 GSM1852890,0,402.379 GSM1852891,0,134.01 GSM1852892,0,452.314 GSM1852893,0,64.323 GSM1852895,0,30.539 GSM1852897,0,337.418 GSM1852898,0,74.433 GSM1852899,0,83.957 GSM1852900,0,36.56 GSM1852901,0,333.991 GSM1852904,0,134.21 GSM1852907,0,153.203 GSM1852908,0,0 GSM1852909,0,661.353 GSM1852911,0,31.059 GSM1852913,0,129.539 GSM1852915,0,766.6 GSM1852916,0,0 GSM1852917,0,153.521 GSM1852919,0,720.696 GSM1852923,0,0 GSM1852924,0,207.524 GSM1852926,0,225.051 GSM1852928,0,124.106 GSM1852929,0,439.983 GSM1852930,0,120.837 GSM1852940,0,325.188 GSM1852942,0,217.406 GSM1852943,0,225.998 GSM1852944,0,17.961 GSM1852946,0,442.078 GSM1852947,0,1250.542 GSM1852948,0,106.754 GSM1852949,0,17.471 GSM1852952,0,0 GSM1852954,0,104.137 GSM1852955,0,0 GSM1852956,0,0 GSM1852957,0,60.68 GSM1852958,0,400.981 GSM1852959,0,27.95 GSM1852960,0,1499.576 GSM1852961,0,25.66 GSM1852962,0,135.193 GSM1852965,0,428.286 GSM1852966,0,1.87 GSM1852967,0,7.19 GSM1852968,0,1.88 GSM1852969,0,77.501 GSM1852970,0,3.57 GSM1852971,0,0 GSM1852974,0,313.636 GSM1852977,0,431.181 GSM1852978,0,816.762 GSM1852981,0,376.689 GSM1852982,0,283.258 GSM1852983,0,550.289 GSM1852984,0,434.681 GSM1852985,0,807.87 GSM1852986,0,61.811 GSM1852987,0,215.163 GSM1852988,0,181.956 GSM1852989,0,202.045 GSM1852990,0,592.63 GSM1852992,0,173.575 GSM1852993,0,508.762 GSM1852994,0,232.515 GSM1852995,0,12.47 GSM1852996,0,325.095 GSM1852997,0,341.95 GSM1852998,0,380.757 GSM1852999,0,309.845 GSM1853000,0,357.482 GSM1853001,0,0 GSM1853052,0,237.113 GSM1853058,0,221.157 GSM1853064,0,166.28 GSM1853067,0,5.54 GSM1853069,0,23.68 GSM1853073,0,109.679 GSM1853082,0,3.4 GSM1853083,0,0 GSM1853084,0,0 GSM1853090,0,462.781 GSM1853094,0,250.209 GSM1853096,0,265.466 GSM1853097,0,366.61 GSM1853098,0,292.068 GSM1853099,0,9.58 GSM1853105,0,15.299 GSM1853106,0,62.929 GSM1853120,0,5.4 GSM1853123,0,2.15 GSM1853124,0,0 GSM1853127,0,421.773 GSM1853128,0,630.533 GSM1853132,0,732.696 GSM1853142,0,197.667 GSM1853144,0,122.967 GSM1853145,0,7.53 GSM1853147,0,418.909 GSM1853156,0,3.47 GSM1853163,0,850.737 GSM1853171,0,720.139 GSM1853178,0,320.849 GSM1853179,0,0 GSM1853181,0,7.06 GSM1853189,0,353.202 GSM1853194,0,118.991 GSM1853197,0,353.58 GSM1853205,0,486.492 GSM1853212,0,623.38 GSM1853216,0,4.27 GSM1853220,0,278.4 GSM1853221,0,3.86 GSM1853224,0,0 GSM1853231,0,4.26 GSM1853233,0,297.988 GSM1853244,0,950.89 GSM1853245,0,593.675 GSM1853250,0,611.938 GSM1853252,0,354.059 GSM1853255,0,172.219 GSM1853257,0,1360.254 GSM1853261,0,181.876 GSM1853264,0,14.35 GSM1853266,0,58.112 GSM1853269,0,489.981 GSM1853271,0,22.409 GSM1853272,0,294.359 GSM1853280,0,85.421 GSM1853283,0,69.508 GSM1853284,0,0 GSM1853286,0,628.936 GSM1853287,0,46.33 GSM1853288,0,4.7 GSM1853290,0,0 GSM1853291,0,1193.089 GSM1853292,0,0 GSM1853295,0,9.75 GSM1853298,0,2.01 GSM1853299,0,7.58 GSM1853301,0,16.15 GSM1853302,0,5.35 GSM1853304,0,459.483 GSM1853305,0,37.671 GSM1853307,0,1542.662 GSM1853310,0,14.98 GSM1853312,0,482.039 GSM1853313,0,7.88 GSM1853314,0,1006.453 GSM1853316,0,592.379 GSM1853321,0,554.421 GSM1853322,0,683.488 GSM1853324,0,1945.237 GSM1853328,0,987.953 GSM1853330,0,94.831 GSM1853331,0,357.94 GSM1853334,0,699.387 GSM1853335,0,851.393 GSM1853337,0,19.66 GSM1853338,0,163.096 GSM1853340,0,0 GSM1853342,0,0 GSM1853343,0,470.812 GSM1853348,0,766.977 GSM1853350,0,1239.927 GSM1853351,0,0 GSM1853352,0,11.029 GSM1853353,0,0 GSM1853354,0,59.182 GSM1853357,0,1031.992 GSM1853358,0,4.47 GSM1853359,0,116.442 GSM1853360,0,279.442 GSM1853361,0,19.621 GSM1853365,0,339.229 GSM1853369,0,636.554 GSM1853375,0,6.69 GSM1853376,0,0 GSM1853380,0,633.96 GSM1853382,0,719.077 GSM1853387,0,260.527 GSM1853389,0,50.519 GSM1853391,0,604.738 GSM1853397,0,1930.521 GSM1853398,0,7.6 GSM1853400,0,278.6 GSM1853401,0,0 GSM1853403,0,3.82 GSM1853404,0,0 GSM1853405,0,0 GSM1853414,0,690.397 GSM1853417,0,560.795 GSM1853419,0,307.173 GSM1853420,0,1349.375 GSM1853425,0,964.507 GSM1853426,0,762.68 GSM1853427,0,2.74 GSM1853428,0,456.24 GSM1853429,0,47.029 GSM1853431,0,562.697 GSM1853432,0,5.61 GSM1853433,0,50.101 GSM1853436,0,250.715 GSM1853437,0,424.083 GSM1853439,0,70.228 GSM1853442,0,4.93 GSM1853444,0,1004.271 GSM1853446,0,6.06 GSM1853450,0,0 GSM1853453,0,172.535 GSM1853457,0,0 GSM1853458,0,109.323 GSM1853461,0,0 GSM1853464,0,838.887 GSM1853469,0,19.61 GSM1853473,0,397.21 GSM1853474,0,0 GSM1853476,0,0 GSM1853477,0,0 GSM1853480,0,181.291 GSM1853483,0,5.85 GSM1853491,0,1011.822 GSM1853492,0,112.508 GSM1853493,0,0 GSM1853494,0,928.38 GSM1853497,0,495.066 GSM1853501,0,0 GSM1853503,0,439.329 GSM1853504,0,0 GSM1853506,0,0 GSM1853507,0,342.463 GSM1853510,0,1007.158 GSM1853515,0,7.56 GSM1853516,0,0 GSM1853519,0,625.447 GSM1853520,0,0 GSM1853521,0,353.479 GSM1853523,0,101.944 GSM1853524,0,157.524 GSM1853525,0,975.443 GSM1853526,0,1162.627 GSM1853530,0,0 GSM1853543,0,0 GSM1853546,0,181.769 GSM1853550,0,385.471 GSM1853554,0,616.916 GSM1853559,0,624.567 GSM1853569,0,9.71 GSM1853574,0,605.719 GSM1853585,0,0 GSM1853588,0,77.271 GSM1853590,0,0 GSM1853592,0,529.556 GSM1853604,0,25.001 GSM1853608,0,837.182 GSM1853611,0,7.24 GSM1853612,0,491.612 GSM1853614,0,8.27 GSM1853615,0,108.408 GSM1853620,0,630.932 GSM1853622,0,0 GSM1853623,0,0 GSM1853628,0,42.35 GSM1853631,0,0 GSM1853633,0,0 GSM1853634,0,12.121 GSM1853635,0,127.981 GSM1853638,0,1413.501 GSM1853639,0,0 GSM1853642,0,455.432 GSM1853643,0,103.916 GSM1853645,0,635.883 GSM1853646,0,252.474 GSM1853647,0,1701.717 GSM1853651,0,867.788 GSM1853654,0,1424.894 GSM1853655,0,103.27 GSM1853657,0,0 GSM1853660,0,699.534 GSM1853662,0,0 GSM1853668,0,0 GSM1853673,0,354.968 GSM1853674,0,0 GSM1853685,0,12.461 GSM1853687,0,13.85 GSM1853688,0,588.26 GSM1853690,0,647.902 GSM1850626,0,29.559 GSM1850630,0,275.259 GSM1850664,0,0 GSM1850763,0,0 GSM1850820,0,1.07 GSM1850829,0,0 GSM1850915,0,0 GSM1851284,0,0 GSM1851347,0,842.306 GSM1851355,0,160.358 GSM1851360,0,0 GSM1851383,0,2.43 GSM1851474,0,0 GSM1851515,0,0 GSM1851539,0,14.291 GSM1851567,0,11.06 GSM1851588,0,7.72 GSM1851592,0,0 GSM1851603,0,171.551 GSM1851614,0,1.66 GSM1851627,0,0 GSM1851715,0,18.811 GSM1851743,0,0 GSM1851774,0,0 GSM1851778,0,0 GSM1851842,0,13.38 GSM1851844,0,6.02 GSM1851848,0,0 GSM1851858,0,1.01 GSM1851874,0,207.418 GSM1851903,0,7.47 GSM1851913,0,7.12 GSM1851989,0,681.185 GSM1852002,0,0 GSM1852018,0,1.39 GSM1852031,0,0 GSM1852077,0,3.61 GSM1852134,0,5.09 GSM1852144,0,0 GSM1852348,0,0 GSM1852363,0,202.192 GSM1852454,0,0 GSM1852477,0,0 GSM1852562,0,0 GSM1852663,0,338.914 GSM1852708,0,5.3 GSM1852712,0,11.381 GSM1852713,0,0 GSM1852735,0,0 GSM1852744,0,1.97 GSM1852752,0,0 GSM1852757,0,9.13 GSM1852779,0,0 GSM1852781,0,0 GSM1852792,0,0 GSM1852832,0,55.432 GSM1852935,0,12.85 GSM1852936,0,0 GSM1852941,0,536.746 GSM1852991,0,20.84 GSM1853006,0,27.829 GSM1853011,0,19.68 GSM1853035,0,28.371 GSM1853080,0,0 GSM1853085,0,18.521 GSM1853138,0,114.563 GSM1853148,0,246.094 GSM1853166,0,0 GSM1853167,0,86.091 GSM1853198,0,44.2 GSM1853211,0,8.5 GSM1853234,0,0 GSM1853270,0,228.002 GSM1853289,0,315.278 GSM1853378,0,70.372 GSM1853406,0,0 GSM1853408,0,0 GSM1853500,0,259.815 GSM1853522,0,0 GSM1853649,0,176.061 GSM1853678,0,0 GSM1853681,0,0 GSM1853691,0,11.11 GSM1853692,0,0 GSM1853703,0,2.9 GSM1853709,0,0 GSM1853719,0,5.62 GSM1853724,0,21.859 GSM1853727,0,0.78 GSM1853732,0,47.889 GSM1853749,0,3.38 GSM1853759,0,9.86 GSM1853767,0,1.13 GSM1853797,0,0 GSM1853803,0,34.021 GSM1853807,0,28.879
HMHA1 expression in each cell group | Minimum Value (TPM) | Median Value (TPM) | Maximum Value (TPM) |
---|---|---|---|
B-cell | 0 | 141.861 | 1,930.924 |
CAF | 0 | 0 | 28.64 |
Endothelial cell | 0 | 0 | 209.295 |
Macrophage | 0 | 139.431 | 1,305.712 |
melanoma | 0 | 0 | 1,081.146 |
melanoma tumor | 0 | 70.91 | 4,850.969 |
T-cell | 0 | 156.772 | 3,699.035 |
unresolved | 0 | 3.14 | 842.306 |
Comparing HMHA1 expression between groups | FDR |
---|---|
B-cell VS CAF | 2.90078051255861e-51 |
B-cell VS Endothelial cell | 6.44906879000192e-24 |
B-cell VS Macrophage | NS |
B-cell VS T-cell | NS |
B-cell VS melanoma tumor | NS |
B-cell VS melanoma | 1.19190903300752e-36 |
B-cell VS unresolved | 1.10825358057452e-14 |
CAF VS Endothelial cell | NS |
CAF VS Macrophage | 1.21022058894806e-13 |
CAF VS T-cell | 4.06474280415247e-82 |
CAF VS melanoma tumor | 6.46896645398415e-31 |
CAF VS melanoma | NS |
CAF VS unresolved | 1.61608204347905e-07 |
Endothelial cell VS Macrophage | 0.000450197856843734 |
Endothelial cell VS T-cell | 9.26174378596075e-47 |
Endothelial cell VS melanoma tumor | 1.18728963331722e-14 |
Endothelial cell VS melanoma | NS |
Endothelial cell VS unresolved | 0.0123839437222746 |
Macrophage VS T-cell | 0.0209592757643742 |
Macrophage VS melanoma tumor | NS |
Top correlated genes were calculated by using Spearman rank correlation. Enrichment analysis can be performed on DAVID server using its API, while alternative links are also provided.
KEGG GO Others B-cell[326]
CAF[39]
Endothelial cell[40]
Macrophage[42]
melanoma[1071]
melanoma tumor[246]
T-cell[1302]
unresolved[96]