The biological variation represents the physiological variability of the concentrations of a measurand in the bio logical fluid of interest, for example, serum, plasma, whole blood, urine, or others. Two types of biological variation are recognized: intraindividual (concentration variations within the same individual) and interindividual (dispersion of average concentration values among different individuals belonging to a population with defined characteristics).
Intraindividual Biological Variation (CVI)
CVI is the random fluctuation of a constituent of the organ ism, measured at different times in the same individual, around its homeostatic point. The extent of this variation depends on the conditions that underlie the control of the concentrations of a given analyte in the biological fluid of interest. If the analyte levels are critical for the proper functioning of the organism as a whole (e.g., sodium, whose variations in plasma lead to a shift of water from the intracellular to the extracellular compartment, with potential problems in the central nervous system), the homeostatic control will be very tight, and the concentrations of the analyte will fluctuate within a narrow range. Conversely, if the measure and level does not have specific functions in the evaluated biological fluid (e.g., the enzymes indicating cytolysis) or its variations in the fluid are related to tissue needs or dietary intake (e.g., the plasma concentrations of iron or triglycerides), the intraindividual variation will be higher. The CVI is therefore characteristic of a specific measurand (analyte in a specific biological fluid), although there may be significant differences between individuals.
Interindividual Biological Variation (CVG)
CVG is defined as the difference in the average results of the same constituent obtained in different individuals, all under the same physiological conditions, due to the diversity of their homeostatic points. It represents the variability due to the different characteristics of the individuals belonging to a specific population. The extent of this variability is represented by the width of the range of values that a given measurand can assume in a population of appropriately selected subjects with criteria similar to those employed for defining a “reference population”.
An example of the two types of biological variation is presented in Fig1, showing serum creatinine values obtained in 90 subjects without renal dysfunction, whose blood samples were drawn once a week for 10 consecutive weeks. It is noteworthy that, while the CVI in different individuals is narrow, medians of the various subject results are dispersed over a wide range, with different values between males and females. The case of creatinine, presented in Fig. 1, is typical for a measurand that has sex-specific differences and a very low ratio between CVI and CVG, that is, an individuality index [II] equal to ∼0.3. In this situation, when the CVI is lower than the CVG, the population-based reference intervals lose their sensitivity in identifying individuals who may already present variations indicating possible renal dysfunction. In Fig. 2, the individual with the lower mean creatinine (∼65 μmol/L) will almost have to double his/her creatinine value to overcome the upper limit of the reference interval (104 μmol/L), which for this individual may already imply a relevant reduction of renal function.

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
EShdrIg5q1X0dU45T42+URFQBBQBRSA3IpCnDLh1RYqb7faOtmAhd+/WvSiBb25kEqVZEVAEFAFFQBFQBPYuBHK/AUeGEHtJ7oYp35oTP3ndFKplg+hPa5tA+ahG+5sDa6Zefrx3DYNSowgoAoqAIqAIKAKKwK4jkOsNuIxChc3aH38wS0ffa85ds9isu2+6WVulgil+8KGCQt0q5XcdDa2pCCgCioAioAgoAopALkAg1xtw9oJVs3HuHLN1zTJT4MC6ZtuUn806e22XN+BywRgoiYqAIqAIKAKKgCKgCGQJgVxvwG23SXBLWG9b0V+mmmWTP7WXw9c3JY9tnSUQtLIioAgoAoqAIqAIKAK5CYE8YcAVtldyVeo91Ay9/W5z9VXnmSK16+SmMVBaFQFFQBFQBBQBRUARyBICud6Ao7d44fKV2s/MrtvYbKmoBxayxAFaWRFQBBQBRUARUARyHQJ5woDzqBfetMHky2X3im7cvMVs2bot1zGOEqwIKAKKgCKgCCgCew6BPGXA7TkYd//NB9WqYqqWLbn7DeiTioAioAgoAoqAIrDPIaAG3B4e8itPPMxkZJDMTosioAgoAoqAIqAIKAK7hoAacLuG099Wq0D+jL+tbW1YEVAEFAFFQBFQBPImAmrA5c1x1V4pAoqAIqAIKAKKQB5GQA24PDy42jVFQBFQBBQBRUARyJsIqAGXN8dVe6UIKAKKgCKgCCgCeRgBNeDy8OBq1xQBRUARUAQUAUUgbyKgBlzeHFftlSKgCCgCioAioAjkYQTUgMvDg6tdUwQUAUVAEVAEFIG8iYAacHlzXLVXioAioAgoAoqAIpCHEchTBtyGTVvMtu3b8/BwadcUAUVAEVAEFAFFQBEwJk8ZcA2qVTBFCxXUcVUEFAFFQBFQBBQBRSBPI5CrDbjChQvba6gyEl63oZe2zdODpZ1TBBQBRUARUAQUAUUABPaIAbdt2zbzxBOPm7p165rjjvtHYiQ++OB98/bbb5sSJUqYiy++2Oy/f62kUeK5JUuWmE2bNorhtnbtOrN+/XpTsKB63ZSdFYG9FQFkVYsioAgoAopA9iKwRwy4MWPGmF69bje9e/dJGHBvvPGGGTp0sGnb9lSzaNFCc801V5uHH37U1KhRI9HjTZs2mZdeetHMmzfXFC5cxGzcuMHMnj3bTJ482cyfP1+MuiZNmpj99ttPnvn5559sW4tNPntXfJUqVU39+vXl8z///NNMnTrVbNu21f6XT54pW7asfEd78+fPM4TSVahQ3hx4YGP7fD5rLK41P/ww1b5zo9m6datp1OhAU7lyZXlm1qxZ8gz19tuvlDnooINM/vz5raG5yXz33Xdm3bp1ttZ2MUhr1XJGKfVnz/5VaCtUqJA55JBDTYECbji++eYbs3r1KqEBI7d69ery+eLFi80vv/wsf2O0HnRQM1O8eHH5f/r0aWLcbtu23dSsWVOec31daaZMmWLfk2FpyrD9OdCUKeP6OnPmTLNgwW/yd4UKFeU7Cn2F7i1bNgsNBx7YSL6n/Pzzz2bhwgWCNe00btxY+rphwwaL6fe2r+sFH7D2dM+dO9f8+utswQfjHLqhn3q8h77y3QEH1DXVqlWT98ADM2bMkL/z5y9g8TnEjnlh+f/77783y5cvt39tt3jWTmD6xx9/CA7bLdHQ1KRJU1OqVCl55pdffhG6+a5KlSqmYcNG8vmaNWsEb0pGRj77eUNTvnwF+X/69Olm6dIl8jf8QXvQyaLh+++/s33eKDTUr99A2qTMnj3LzJkzV7CGD3mGvsIL8M/q1auljXr16ieeYQxmzJgpnxctWsQ0a9Zc+gqtYLpixQrbcj5Tu3YtO7b7y3uWLl0q/E0dnjv44ENMsWLF5Ltp06Yl6K5evUaCF1auXGlp+EH4nvFjvMuWLSdt0Nfff18qf5cvX17opmzYsN589dXXCVlhXD3fz5gBpguFNvrarFkzaTfI9/A0GHrehheQF8anePFipmnTg6Sv8AL4rFixcgcv1LH842Qfvv7pp59EVgoWLCTv8X2lP8uW/SH1atSoaerUqSN/L1u2TPrEoo8+tWjRQmjkb/fMMhm7ypXhhYbyDGMD3lu2bJE+8XnFio7vkbtFixaJPJQuXco0b95CPt+8ebPoH2SFUqfOAQm+h+fnzUMvZFi+Ly516TfFyzj0wYuef8CTvlIPXmjatKn9XUz6MW3aj+aPP5YJDvBB7dq1pS34nu8oyAr6p2TJkvL/t99+Y1atWiV/V61aVfiOgg788ccfpK/oDJ7xOhDclixZLBjAC40bN5F3osfge8aXgo6pWtXJK2P622/z5W9kvGXLg2Uc4bXJk78S/UAB00qVKsnfXgfyd5Dv6Su8sHz5Cul3vXp1ZWwp8CjjBz7wAvjwPsYV3OAVaEWP1K1bT55xfI++37Zjjmhqx7C0fMc8AP9Aa8WKlYQ+/kYv8N3mzZuEN8HA8wJ6yenNfFYHlhEa4Hvmhu++m2L1wwZLXz7ToAF60+kS+H7OnDnyd5EiRcyhhx5in3G88PXXX8n7KPXq1UtgGtSBQb6HBxk7xp0+Mad4vl+xYrml4XvRZcgc+rlUqdI7dAnyhd40dgwqJ/E9OnXrVvgefd9Yxp0CLyxevEj6h66gPf5ev36d4IMudLqksSlXrpw88+uvv9r+zhEcS5bcT3gLWuB/3rNmDTowQ/rq+R484SFKgQIFRd8zL1KYvxhD5LV27Tp2Hs3UgYw5n9M+48D7GC/wQW+CD7zj5yJpMA+VHDfgAPbVV8fsUCRW0myBCR544D5z6aXtTPv27YXZ2rW7TLx0d9zROwE3iv6KK67cwWhuIh0+fJid+A8QBkZwmRR8YeBgVErhwo4ZKBg9DLab/IydDJwRRIGhvCJj4oUJKQgdRhsMQfETCH+jGD3zwkje48DzKAQYyrfh34MygNko1PeKnf/r169nFat7pmjRognaoAvjxz8DTb5gHGKkwswYt74UL15CDALXjXwJg4//UHJeUAsFYgdpt0mTxqLYKcmY1kgo4IIFM/uKsDERub5ul0nHFxS2N6Top5/M6XdcX8HTt8EYBL2sBxxQR4zUMKa8A3y8UeONW+qxEPAK2CsGj2+zZgftIDVf0riiKLyCCfICfBjHC4yB4x+nQH1feZ7J0/NCkH8wGBknP66+r/Qbg8AZFI4HfWECCvbVG7d8X6vW/sKTlODnTHSZfJ/ZV94TfCaIdaFChZNkJTiuGFjesKefXlb42/M9nzGB+H47XoDv8+2YhJ33HF7AgPd9DfI9kyRGm68X7BNGjFfORYo4A5+CsUZf4UUmPM/DDtM6iYVhkBcYEyZqrxfCfWWCp/gx9X+zAPR6IUg3vMAiB9ljsi5Q4K1EvUy+356kf+D7li0xDvMJJl6W+ZvJyxu1QV7wfA899C/IW/CcxzSIG7Lh+8pz8IYvqXzvvgFfJuqovgZ1IDLueYGJulGjRpF6M6wDPd/RV/i+Zk34Hl2SqQPh+xYtWiZ4wX/H+4J0p/L9QZF6IcwLnm7axViJ0vfwmzfMUvW962t4HII6kP6Biy8sAL18BPsa1IGOFxx/w0+ZfL/djksmPswpzZs331EvU9+7BXIda0Q5vRnme3gYvqcE9WaYF/zcBl+i76P6is5EZinwgp/bwIoFIH2lD0H5StaByfqehUKcDkR3Q7bD283jnn+CfO/xTYCeR/7IUQOOVcbw4cPNeeedZz788EPxoFHwwjAI//iH205lMPj7xRdfSKya/OdBRQOzw9QoMG8gBMcFRRZUZv47GCmqPt/TZlCI/DMwoffshcc+7hm3AnEr4XBBAIKGVvD7EiWin0HogoK3q331q81dpdv11XmuwiUOU4Qmrq9MNsEJx7fpPHJxfS1s+5o5IQfp8MZOmDYmgN0ZVwyMrPY1e3mhcJKhlcwLmRNr8PP0vFDc8n1qj9LxPcov6hnGNauYhnkBWv3kkJ4Xst7X4GQT7HE6Xoh7Br6P62sc3zuvu1uIhUu4r9T1OMTxPfosaHwk833mQjPc1zgZD+rL4DPpeSFab2KE7g7fxz2TXgdG8wKeqNKlMxfju6oD48Y1HS9kta/w/a7yQpDuOL2J/ovXgdG8wLjG8UKc3twdvt+dvqafD7NPB/qdniDG3sMZKai5+MMcNeDuvXekeDTOPPMsM3HixMQqDVcxCtd7vsATz9DmzVvE1e+t+TDOWNgoRL9KysXjoKQrAnkWAW+05NkOascUAUVAEdgDCOSYATdhwgSJL3n00celmy4Ox8UAsFWHS9W7r/mMPXz+z6uuzz0w1vpKRUARUAQUAUVAEcgjCOSIAYeH7PXXX5XA6yFDBksQLMHwv/32m3jXqlatIl40gtm9F+7PPwlsJ2C4dB6BWruhCCgCioAioAgoAopA9iCQIwYcpLZrd4U9hfOrBCPiWcMbR2BntWpV5SQaJ3emTPk2kTrkiy++kODXYMBw9nRZW1EEFAFFQBFQBBQBRSB3I5AjBhwBj61atZIfX9588005RXfssa3lo3PP/Ze55557JA3FggUL7NHqr83IkffmbnSVekVAEVAEFAFFQBFQBP4GBHLEgIui+9RTT7NH4l0OIco111wjx38nTBgvJy379u2bOA79N/Rbm1QEFAFFQBFQBBQBRSDXIrDHDLiLLrooCTSMN4y4K6+8Um9WyLXspIQrAoqAIqAIKAKKQE4gsMcMuLjO6bVYOTHs+g5FQBFQBBQBRUARyM0I7HUGXG4GU2lXBBQBRUARUAQUAUUgJxBQAy4nUNZ3KAKKgCKgCCgCioAikI0IqAGXjWBqU4qAIqAIKAKKgCKgCOQEAmrA5QTK+g5FQBFQBBQBRUARUASyEQE14LIRTG1KEVAEFAFFQBFQBBSBnEBADbicQFnfoQgoAoqAIqAIKAKKQDYioAZcNoKpTSkCioAioAgoAoqAIpATCKgBlxMo6zsUAUVAEVAEFAFFQBHIRgTUgMtGMLUpRUARUAQUAUVAEVAEcgIBNeByAmV9hyKgCCgCioAioAgoAtmIgBpw2QimNqUIKAKKgCKgCCgCikBOIKAGXE6grO9QBBQBRUARUAQUAUUgGxFQAy4bwdSmFAFFQBFQBBQBRUARyAkE1IDLCZT1HYqAIqAIKAKKgCKgCGQjAmrAZSOY2pQioAgoAoqAIqAIKAI5gYAacDmBsr5DEVAEFAFFQBFQBBSBbERADbhsBFObUgQUAUVAEVAEFAFFICcQUAMuJ1DWdygCioAioAgoAoqAIpCNCKgBl41galOKgCKgCCgCioAioAjkBAJqwOUEyvoORUARUAQUAUVAEVAEshEBNeCyEUxtShFQBBQBRUARUAQUgZxAIMcNuEWLFpkFC34zVatWsz9Vk/q4ZcsWM336NFOsWHFzwAEH5ET/9R2KgCKgCCgCioAioAjkOgRy1IB74YXnzejRo03JkiXM2rVrzWmn/Z+56qr2pkCBAmbp0qWmR4/uZvHiJWbz5k3mlFPamE6dOpt8+fLlOlCVYEVAEVAEFAFFQBFQBP5OBHLMgPvqq6/MiBHDza23dhHj7LPPPjO3397DNG/ewhxxxBGmf/9+ZsOGjWbkyHutEbfIdO3axXrh6prTTz89tv/FihUzBQsWNMWLF/87MdK2FQFF4C8ggIwWLVrsL7SQNx4tVKiQxaFo3uiM9kIRyEUIlChRwuTPn99s3749F1G9c1JzzIBj6/TYY1ubf//7PKGqTZs25q677jRLliwW79v3339nBg0aYmrXri0/p556mnn55ReTDDi2WL/55huzatWfMhgYfPPmzTMffviBqVSpsvXWuQ5nZOQXr96mTRsTCDBuhQsXMlu3brM/WxKfZ2RkiBG4cWNmXb4sVKiwHextto3NiXZd23H1C9n6xtbflKiP97Bw4cK27U3SFoU6hQoVtHUykujjO+pu3rzZbNvm6lLy5y9gfzKkjbAzMiv16Q/4bdu2NdB2fml/13DKb3EqEIGTw5S2g/TF4VSwIDhts/3MrJ9ZdxMIBXCi7nbb9uYEzWDKRAgevi5fMoaU8HjF1S9QgDFIru/r0kZwvOg344VnOLO4sYW2rVszMYXv4M0wPxUuXEQwCuOUlfrgBN3wWCpObgx8gV74LEwHOMGD8FlwvLJSPxMn+DpzvGib78I4zZ8/z/zvf5+Y5cuXJeij36mYOrkD06AM8NCu1oecAgVS+TpevqLrwmOMa3BsnTzuen3Gy/HqRsFp+vTpgg/jxP+MgS+uLrpiQ9IkE91vJwO7jlNqfYeT0y2OnzJLtF6h3/lT6qbHadfqp9PB6OotW7YGdLuXgWR97fVKsgxE6wqnL5we2pX6rq4bLy8zcTIQp9uLFCkizwf5iTFAZuh/UAdDX1T9OF0B36TilDoH+n4jW8E5MFP2k3Xq7uGUrNt92/BYUFeAEyUoA8agUwsJjwUNLY8T2O9Kfafb8yXNxevWrTN//PG78HxeKjnWGwy2U045xQDktGnTzMcfTxLPGUbdd999J3/XqlUrgW29evXNO++8bY20DcLMfrDfemuimT17lh1o99lvv803r732mqlQoYIwJUrmjz+WmYULF5gDDzxQJgkmOwbuhx9+MKVLl5b4OwwZBOfPP/80v/76q2nWrHli0sYA/OGHqfLe+vUbJAyIYP2DDmq2g9btYjD++OMPolQbNGgo9am7du06M3Xq96ZJkyamRImS8k6Y65dffpZ+NWnSNGFQQed3300RDKARIaPdRYsW2olvhWnatEmSsqH9KVOmmP33r2XKlAnWXyQTZdOmTXfUz7dj8phmKleuvAOnrYLT77//br2di02jRuCE9etwmjp1qilXrpytXyWB04oVK8zcuXOtx7T5jsk1nzzz888/mf32289Uq1Y9oRSgbcWKlbb+nMj6JUuWNNWr15D69HH16lV2TGdbOholFCs40TYKDoMexUe78M9PP/1k+3eQ9AGaaQOeoAt16tRN0AGm69f7+k3FWPX1f/11tuCClxc6qMtEyzvr1q0r/MgYgAf9ZiwbNmwon9FvnnH4728xrSg4Qc+8efMtrkvNwQcfvENZO1xZeIARcZ9eeVJ//vz5soAJ1//2229t3Sr2x+FKH+FVMAUn8GEC4vdPP00XXoUWj9OaNWuFz+BTcPP9njlzphg4tWvXSRovQhp+/pn6B8m7fP1Zs2bJ83XquPr8vX79BsGpfv36Nl612A6cClo5mi0YNmjQQOhwBtpmaZeJEpkCP99vxtLXRXmDIbqBfpQqBU87w9jXh0bky32eWb9mzZpWZsrsGIMCwtOMAXK3bZtfcW+3i8Sptu2aVl7KJsYL7JcsWWJ1ReOEPEP3tGk/iqxUqlQpMekGZSZcn9hdJzOVd4yB4+sff/xRZIDxwfsGn7/xxuuiK+rVq5eoy6KUui1bHizfMba8D94DU7D2mKJfMAbRFfvtVyoJJxa069evT8KV56APXVGqlKuPLKBbli1bbho3bpwwmJEJdBYy58cAOght+eOPP0SnusWNWy2DE4vnihXRv5njBaboF3AK169YsWICV3jN6ZY5wnu+3YyMfKKvGQP0kJeBlStXyKIdOjyfQh86AZmtUQO94ngPHJAN9KxbuLiFMfXhScYD3vH1N2xYL7jCN97Ac3V/EcMCmfG6Hd795ZdfBGfa8bpi1qyZdtzXiNx5PgXTr76aLHHdbp5yOKFbZs2aLXwSrI/sTZ78la1fJ0lfo1uWLftD6vqCLkKu4LuKFeFVpytWrFguuoWx9XMgn4OH09fVErrCyz46FZo8Tr6+09foIaeD0YXIf7A+dfkMLGrVqh2YA9eaGTNmiO5kznZ8XcDKwUzpQu3aByRwon14j7per7jxov4s0dd16qTWRycUL+70EOM1Z86vVmY2SzuMF/1nbJcvX76DZxLw5fo/csyA8x6ShQsXmqeeGm0+/fR/IoQoKyYmBLdIkczthWLFispgrFq1KmHAwRw9e96eAJ0BHThwgPnHP/5hjjrq6ITV/s03X5v//ve/Utdb3DA6dVu2bClbuL7A0I8//rgZNmx40mD27dtHhKJDh6uTVgMw6WOPPZZSf8CA/qZs2bLm2muvS9Snr927d7XbwwOsYqkp7UPHI488bA3MheaOO3onvbNr11vNpZdeFphMjBixkydPtvGBPVPcv2wzX3LJJaKgfHn33XfNF198Ln33qxgYu3//vuaf/2xrDj30sETdL774wmAQU9dN8o4+trOPPPJIi+vxiboI1rPPPmMGDx6aRPOdd44Qg6Jt21OT6EOpPP3002bIkOT6d999l0xcxD96+hBOMO3e/TYbH1kyQccDD9xvJ+ZS5oILLkq8k+31IUMGi7fWG/Z8+eSTT9o+5BP8gqs3PLyDBg2yP4OTtq+efvopUXbt2l2RqM9EMnToYHPddR1FYXk8xowZYyeNuRKT6Qsr5k6dOgn+RxxxZOLz119/XTzCd999TxKfXn/9tebss88xJ554UhJ9Y8f+17z33ru2/sgkXDt2vM783/+dLrzq+4NBRgwpvICC8/Tde+9I4dVzz/1Xog2UN2MzdOiwhHeSLx977FFRdhdeeHESHRwsGj58uK0/VCYvX5544nGR0Usu+U+iPhP58OHDpP9Mrp4OYlz57rrrrk88z+TQs+dtNiSiu9DoC0YME3HHjjcEMN1kkLuLL77YKt9GSXiMHTtWlPiNN3ZKqX/hhRcmZAb+/fDDD81HH31oevW6I6mNbt26mosuulgWN7589tmngn/Pnr2S6g4c2N8cc8yx8hMsyNZbb72V0vagQQNFZlq3Pi5RHXp79eplsRohRqPHCT1UoUJ5c+WV7RN1Max79+5lw0zuFCPLl1deeVkMoWuuuTbxGYYJ8tyu3eV2sVEvib5XX31VDLPgGDB59evXV2SDBamnw+uK227rkWgDXkMPXX75lTIB+jJp0kfiRe3ePbMu36ErTjzxRNOq1RFJdHzyyScyBvBqsFAfvXLUUUclPsZQe+aZp1J0CzSDP/rdywCGKHqoV6/ewpe+jBx5jxi0p59+RuIzjMjBgwdaGgemhNncd9+9IuNnnnlWoj7G/KBBAyxWA+yCu0Tic/QQuv2CCy5M0IFeueuuu8zNN98iRpbHdPToUYax7Nu3f+J59O8VV1wuY3jYYZn6F15FDzEHQaMv9JX6HTp0MIcf3irxOTIDv4Z1MHxz8smnJM2B33//vXnllZcEp6DXiV0vxpW5wBdkn/CmgQMHJ+lUvvf6mh0xX5i7hg0bausPStKpI0feLYtU9JAfrwULFhj0U9euXZNkYPToJ6W5//zn0kS7ODWYL7t27ZbQKx5XbAYWgfC8LyxsunXrYrp06WqqVMk8EIkewlhDBjwda9askfk/eXcgiTVz5T85ZsBhXWOQseIZMmSIGDA33dTZPPjgA+L9cttZmW5xBoetOT9ReXSDhxr4mx
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8Ka8+neGV5N/QTlxhHB+mNkCvG/LvvvhePIG1EbV86WZwrni4SkOM1cTdxROsE6hJ4j0wxkbFAiZNF2kZmuJ0GucX4DR9q8vhQl36hmzCu2V5D78ThgQcf/kEXkaWf8YyjAxlA3+GJwVvngsLdjS5hr7UfF8aQseTaK/jb3XSTHEcL
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 style=height:400px; width:624px />
Fig1. Biological variability of creatinine in serum of 90 subjects with physiological renal function, subjected to sampling once a week for 10 consecutive weeks. The data are divided by gender and, within the same group, sorted by increasing age (from 20 to 69 years for women and from 20 to 59 years for men). The horizontal line indicates the median, and the vertical line indicates the range of dispersion of the values (maximum-minimum) of each subject

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Fig2. Example of the impact of biological variability on the interpretation of the creatinine level. The intraindividual biological variability is much lower than the population reference range (in other words, the interindividual biological variability). Consequently, variations in the serum creatinine concentration in a subject, evaluated by the estimated critical difference (~12%), can signal a change in glomerular filtration even when the results are still within the reference range of the population
Knowing the biological variation of the various measurands is important because, in addition to being one of the models for the definition of APS (see below), it allows one to estimate the reference change value (RCV), that is, the reference to statistically evaluate the significance of the variation between two consecutive measurements on the same individual beyond the total variation of the measurement. The RCV estimate allows one to establish if two consecutive measurements of the same measurand in the same subject can be considered different from the statistical point of view (with a given level of probability) from the variation only due to analytical and biological sources.
The RCV is calculated as follows:

In the formula, the total variation (which derives from the square root of the sum of the analytical variance and the intra-individual biological variance) is multiplied by the factor 2.77, which is obtained from 1.96 (the statistical fac tor to estimate the 95% probability) multiplied

(because two measures are compared). From the formula, it appears that the smaller the analytical variation, the smaller the RCV is. It is also clear that if the intraindividual biological variation is high, the RCV value will be larger and, therefore, it will be more difficult to assess the actual clinical significance of a result variation. A limitation of the use of RCV is that the available biological variation data are usually obtained as a mean of a group of individuals, but the bio logical variation of the individual on which the measurements were performed and the RCV employed could be significantly different than the average of the data used to derive RCV.