How to apply the Spectral Pulse Analysis (PMA 2.3 software) in the
Transcription
How to apply the Spectral Pulse Analysis (PMA 2.3 software) in the
How to apply the Spectral Pulse Analysis (PMA 2.3 software) in the monitoring of diabetes patients By Sergey Fedotov Pulse Academy Saint-Petersburg branch April 16, 2015 Saint-Petersburg Russia 2 1. Introduction Thanks to dear Mr. Huamin Li ([email protected]) - our partner in China, the Pulse Academy had got readings of 95 patients with data of blood glucose level, systolic and diastolic pressure. Here in present research we have made investigation of possibility to find association of the Five Elements theory of pulse spectral analysis with western approach of biophysical data. For those readers who can not accept seriously the Five Elements Theory of Traditional Chinese medicine (this classification is saved in pulse spectral analysis of the Pulse Academy), we propose to percept each Chinese Qi as an electromagnetic vibration of some definite parameters of frequencies, phases and amplitudes. By this words we would like to stress, that our research is absolutely physical investigation – each Qi in our analysis is represented by energy of proper vibrations calculated on the base of common used formula accepted in spectral analysis. 2. The rest points For evaluation of patients with help of Pulse Metabolic Analysis (PMA) software we used 3 types of readings. A – reading of “Tension” parameter – the indicator of stress of patient in the PMA software: Fig. 1 “Tension” was taken as maximal of 2 readings (for Yin or for Yang system) independently on direction of inclination. At example in Fig. 1 “Tension” is 50%. Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) 3 B - PMA Disease Index - % of correlation analysis based on ideal distribution of energies of 12 main meridians in Traditional Chinese Medicine (TCM). The chart of Qi distribution is represented in Manual: http://pulse-academy.org/files/TheNormalfiguresofOfPMA_EN.pdf It looks as follow: Fig. 2 Where: GB – Gall Bladder (OH- ion); LR - Liver (Ca++ ion); SI - Small Intestine (Mg++ ion); HT - Heart (K+ ion); ST - Stomach (Na+ ion); SP - Spleen (OH- ion) LI - Large Intestine (K+ ion); LU - Lungs (Mg++ ion); BL - Urinary Bladder (Ca++ ion); KI - Kidneys (Na+ ion) TE – Triple Burner (H+ ion); PC - Pericardium (H+ ion) On the base of above represented chat the correlation base was created. Correlation base was used to compare the ideal distributions of energies with appropriate Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) 4 energies of patient. If the similarity of energy distribution is low, the PMA Disease Index has tendency have more high figures in the whole range of results. And vice-versa, low figures in range of results indicate tendency to health. C - PMA Glucose Index - % of correlation analysis based on distributions of energies for patients with high level of Glucose. The higher PMA Glucose Index indicates more high possibility of Glucose in blood 3. Normalization of PMA and Medical indexes PMA data: Tension Index (TI), PMA Disease Index (DI) and PMA Glucose Index (GI) have been normalized – all data was proportionally transformed to take a range from 0% to 100%. The same modification of Glucose level, Systolic and Diastolic pressure was made too. It was found the tolerance range data and all readings have been also transformed to take the diapason from 0% to 100%. Then 3 normalized parameters of PMA and 3 parameters of Medical data were transformed in mean values – PMA Integral Index of Disease (IID) and Integral Medical Index (IMI). These CALCULATED mean values were compared to detect the scattering value – Match Medical and PMA Indexes (%). It is suggested, the less scattering value means the more high similarity level to evaluate the condition of patients. 4. Pulse and medical data of 95 patients Glucose is divided into 3 groups: a- Glucose level from 5.56 to 6.07 mmol/L (32 patients) – diabetes is possible (Green colored field); b- Glucose level from 6.10 to 6.71 mmol/L (35 patients) – pre-diabetes condition (Yellow colored field); c- Glucose level from 6.80 to 11.57 mml/L (38 patients) – diabetes (Red colored field). Other data are divided into 3 types of colors (Green, Yellow and Red) to take third part of the proper range. Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) 1 99 0 81 66 49 6.71 145 96 28 49 100 2 79 10 48 67 42 6.33 133 95 25 42 100 3 7 50 6 65 40 9.79 111 73 26 40 100 4 27 35 7 67 36 6.83 128 85 31 37 100 5 96 55 11 23 30 6.33 123 82 0 30 100 6 60 0 76 33 36 5.88 150 80 27 36 99 7 84 25 32 96 51 6.04 141 107 27 50 99 8 44 35 36 66 46 8.71 130 79 27 45 99 9 100 25 29 40 31 6.63 131 75 27 30 99 10 70 20 32 55 36 6.69 130 82 26 35 99 11 8 20 37 51 36 5.97 132 88 23 35 99 12 42 65 11 90 55 7.64 146 95 25 54 99 13 71 45 25 49 40 6.34 149 85 27 41 99 14 81 20 19 68 36 6.11 124 89 25 33 98 15 98 45 9 46 33 6.91 113 84 27 31 98 16 17 30 33 37 33 6.35 138 75 25 31 98 Notes on the base of PMA readings Match Medical and PMA indexes in % Integral medical index in % (IMI) Mass index Diastolic pressure Systolic pressure Glucose Integral PMA index of disease (IID) PMA Glucose index (%) (GI) PMA Disease index (%) (DI) Tension index % (TI) Patient Number NN 5 Chronic disease. TI= 0%, but DI= 81%. The patient in stable disease condition. Bad prognosis. Disease in process of development. TI=10%, DI=48% Active process (TI=50%) to compensate disease (DI=6%). Good prognosis Active process (TI=35%) to compensate disease (DI=7%). Good prognosis Active process (TI=55%) to compensate disease (DI=11%). Good prognosis Chronic disease. TI= 0%, but DI= 76%. The patient in stable disease condition. Bad prognosis. Beginning of disease. It can be easily reversed Beginning of disease. It can be easily reversed Beginning of disease. It can be easily reversed Beginning of disease. It can be easily reversed Beginning of disease. It can be easily reversed Active process (TI=65%) to compensate disease (DI=11%). Good prognosis Moderate rate of disease development. Beginning of disease. It can be easily reversed Beginning of disease. It can be easily reversed Moderate rate of disease development. Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) 17 38 20 83 29 44 6.25 146 88 23 41 98 18 58 50 8 76 45 9.1 148 70 23 48 97 19 3 40 4 57 34 5.98 139 87 20 37 97 20 2 20 8 49 26 6.19 133 76 22 29 97 21 46 50 11 62 41 5.71 143 89 23 38 97 22 66 45 14 53 37 5.98 132 85 29 33 96 23 36 25 8 60 31 6.88 115 76 26 27 95 24 9 20 36 72 43 6.48 152 77 25 38 95 25 65 55 36 70 54 5.85 143 105 0 49 95 26 16 40 85 31 52 10.41 136 80 23 57 95 27 12 70 42 25 46 7.23 155 89 32 51 95 28 32 20 12 61 31 7.23 136 77 24 37 94 29 48 30 49 75 51 5.95 164 87 0 45 94 30 14 20 49 2 24 5.83 131 82 27 30 94 31 82 40 5 70 38 7.09 144 87 23 45 93 32 59 50 81 28 53 5.92 157 92 26 46 93 33 67 35 57 61 51 8.37 128 82 0 44 93 Notes on the base of PMA readings Match Medical and PMA indexes in % Integral medical index in % (IMI) Mass index Diastolic pressure Systolic pressure Glucose Integral PMA index of disease (IID) PMA Glucose index (%) (GI) PMA Disease index (%) (DI) Tension index % (TI) Patient Number NN 6 Beginning of active phase of disease development. If there will no treatment the prognosis is bad Active process (TI=50%) to compensate disease (DI=8%). Good prognosis Active process (TI=40%) to compensate disease (DI=4%). Good prognosis Beginning of disease. It can be easily reversed Active process (TI=50%) to compensate disease (DI=11%). Good prognosis Beginning of disease. It can be easily reversed Beginning of disease. It can be easily reversed Moderate rate of disease development. Active rate of disease development. Active rate of disease development. Very active rate of disease development. Beginning of disease. It can be easily reversed Active rate of disease development. Active rate of disease development. Active process (TI=40%) to compensate disease (DI=5%). Good prognosis Active rate of disease development. Active rate of disease development. Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) PMA Disease index (%) (DI) PMA Glucose index (%) (GI) Integral PMA index of disease (IID) Glucose Systolic pressure Diastolic pressure Mass index Integral medical index in % (IMI) Match Medical and PMA indexes in % 10 48 65 41 9 128 60 24 34 93 35 63 35 13 88 45 6.07 135 90 24 38 92 36 88 30 26 56 37 7.12 117 77 0 29 92 37 6 10 24 59 31 8.23 136 71 22 39 92 38 43 15 10 89 38 6.39 129 78 23 30 92 39 101 15 75 18 36 6.16 161 85 27 44 92 40 93 50 58 20 43 7.44 127 76 0 34 92 41 78 25 11 48 28 6.02 155 77 0 36 91 42 1 70 3 64 46 7.42 135 76 30 37 91 43 85 25 57 48 43 7.97 120 75 28 34 91 44 64 40 18 99 52 6.23 153 87 17 43 91 45 15 20 53 86 53 6.51 176 102 30 62 91 46 40 85 44 49 59 8.04 146 85 25 50 91 47 25 60 6 71 46 5.59 141 88 30 36 90 48 50 40 11 59 37 5.98 116 84 23 27 90 49 56 10 64 57 44 5.99 134 84 26 33 90 Notes on the base of PMA readings Tension index % (TI) 34 76 NN Patient Number 7 Moderate rate of disease development. Active process (TI=35%) to compensate disease (DI=13%). Good prognosis Beginning of disease. It can be easily reversed Beginning of disease. It can be easily reversed Beginning of disease. It can be easily reversed Moderate rate of disease development. Active rate of disease development. Moderate process (TI=25%) to compensate disease (DI=11%). Good prognosis Very active process (TI=70%) to compensate disease (DI=3). Good prognosis Moderate rate of disease development. Beginning of disease. It can be easily reversed Moderate rate of disease development. Very active rate of disease development. Active process (TI=60%) to compensate disease (DI=6%). Good prognosis Active process (TI=60%) to compensate disease (DI=6%). Good prognosis Disease in process of development. TI=10%, DI=64% Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) Tension index % (TI) PMA Disease index (%) (DI) PMA Glucose index (%) (GI) Integral PMA index of disease (IID) Glucose Systolic pressure Diastolic pressure Mass index Integral medical index in % (IMI) Match Medical and PMA indexes in % Notes on the base of PMA readings 50 94 15 49 8 24 6.17 129 88 23 35 89 Disease in process of development. TI=15%, DI=49% 51 41 25 25 94 48 7.21 120 84 26 35 87 Moderate process (TI=25%) to compensate disease (DI=25%). Good prognosis 52 90 25 51 0 25 5.85 103 70 24 13 87 Disease in process of development. TI=25%, DI=51% 53 86 15 19 72 35 5.92 119 76 30 22 87 Moderate process (TI=25%) to compensate disease (DI=25%). Good prognosis Very active process (TI=85%) to compensate disease (DI=33). Good prognosis, but it is required to check more frequently NN Patient Number 8 54 23 85 33 49 56 55 34 65 77 61 68 56 20 50 21 83 51 57 35 20 24 69 38 58 49 40 24 41 59 33 100 13 94 60 83 0 61 82 128 74 27 42 86 10.16 124 83 26 53 86 6.99 137 78 0 36 85 6.98 159 92 25 53 85 35 8.14 147 84 26 50 85 69 7.49 138 100 24 53 85 48 8.97 6.25 133 80 27 32 84 Very active rate of disease development. Bad prognosis Active process (TI=50%) to compensate disease (DI=21%). Good prognosis Moderate process (TI=20%) to compensate disease (DI=24%). Good prognosis Active process (TI=40%) to compensate disease (DI=24%). Good prognosis Very active process (TI=85%) to compensate disease (DI=33). Good prognosis Chronic disease. TI= 0%, but DI= 61%. The patient in stable disease condition. Bad prognosis. Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) PMA Disease index (%) (DI) PMA Glucose index (%) (GI) Integral PMA index of disease (IID) Glucose Systolic pressure Diastolic pressure Mass index Integral medical index in % (IMI) Match Medical and PMA indexes in % 45 11 73 43 5.56 125 82 25 26 83 62 75 55 13 71 46 6.27 137 74 27 30 83 63 61 20 24 67 37 5.59 161 106 23 54 83 64 54 40 70 48 53 5.91 134 87 27 35 82 65 24 50 8 85 48 8.21 153 106 30 67 81 66 19 30 81 80 64 6.24 171 78 30 44 80 67 91 55 82 29 55 6.34 138 82 36 35 80 68 4 30 16 65 37 6.1 113 69 19 17 80 69 68 20 73 69 54 7.1 144 69 24 34 80 70 5 40 12 53 35 6.26 120 59 28 14 79 71 28 50 6 67 41 11.23 143 79 23 64 77 72 74 95 5 73 58 6.41 125 86 29 34 76 Notes on the base of PMA readings Tension index % (TI) 61 51 NN Patient Number 9 Active process (TI=45%) to compensate disease (DI=11%). Good prognosis Active process (TI=55%) to compensate disease (DI=13%). Good prognosis Moderate process (TI=20%) to compensate disease (DI=24%). Good prognosis Active rate of disease development. Bad prognosis Active process (TI=50%) to compensate disease (DI=8%). Good prognosis Active rate of disease development. Bad prognosis Very active rate of disease development. Bad prognosis Moderate process (TI=20%) to compensate disease (DI=24%). Good prognosis Moderate rate of disease development. Bad prognosis Active process (TI=40%) to compensate disease (DI=12%). Good prognosis Active process (TI=50%) to compensate disease (DI=6%). Good prognosis Very active process (TI=95%) to compensate disease (DI=5). Good prognosis Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) 75 51 5.93 149 66 24 Integral medical index in % (IMI) Mass index Diastolic pressure Systolic pressure Glucose Integral PMA index of disease (IID) PMA Glucose index (%) (GI) PMA Disease index (%) (DI) 13 27 Notes on the base of PMA readings 65 Match Medical and PMA indexes in % 73 73 Tension index % (TI) Patient Number NN 10 76 Very active process (TI=65%) to compensate disease (DI=13). Good prognosis Very active process (TI=100%) to compensate disease (DI=6). Good prognosis 74 13 100 6 55 54 8.35 100 70 27 26 72 75 69 75 89 57 74 6.39 155 89 0 46 72 76 104 10 57 47 38 7.2 92 60 24 10 72 77 45 85 13 71 56 5.95 127 80 27 28 71 78 30 70 55 55 60 6.2 131 81 25 31 71 79 18 20 62 50 44 5.9 115 67 25 15 71 80 31 10 63 46 40 5.98 186 111 0 69 71 81 47 0 37 56 31 9.51 139 92 24 61 70 82 57 80 65 68 71 6.26 137 91 24 40 69 83 26 70 51 54 58 6.24 121 79 0 27 68 84 89 45 68 58 57 5.98 128 73 26 24 67 Very active rate of disease development. Bad prognosis Moderate rate of disease development. Bad prognosis Very active process (TI=85%) to compensate disease (DI=13). Good prognosis Very active rate of disease development. Bad prognosis Moderate rate of disease development. Bad prognosis Moderate rate of disease development. Bad prognosis Moderate rate of disease development. Bad prognosis Very active rate of disease development. Bad prognosis Very active rate of disease development. Bad prognosis Active rate of disease development. Bad prognosis Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) PMA Disease index (%) (DI) PMA Glucose index (%) (GI) Integral PMA index of disease (IID) Glucose Systolic pressure Diastolic pressure Mass index Integral medical index in % (IMI) Match Medical and PMA indexes in % 55 73 29 52 6.22 113 71 23 19 67 86 72 50 72 80 67 8.24 121 70 23 33 66 87 29 40 19 93 51 6.03 126 61 24 16 65 88 92 75 77 37 63 6.02 121 80 25 26 63 89 22 30 66 78 58 7.68 106 65 24 21 63 90 97 60 44 58 54 6.51 102 70 26 16 62 91 55 100 73 74 82 5.93 154 89 24 43 61 92 21 30 79 68 59 5.91 118 71 29 19 60 93 62 65 84 39 63 6.23 107 75 23 19 57 94 37 70 71 39 60 5.93 107 73 21 16 56 95 103 100 84 69 84 5.99 126 71 25 22 38 Notes on the base of PMA readings Tension index % (TI) 85 95 NN Patient Number 11 Active rate of disease development. Bad prognosis Active rate of disease development. Bad prognosis Active process (TI=40%) to compensate disease (DI=19%). Good prognosis Very active rate of disease development. Bad prognosis Very active rate of disease development. Bad prognosis Active rate of disease development. Bad prognosis Very active rate of disease development. Bad prognosis Active rate of disease development. Bad prognosis Very active rate of disease development. Bad prognosis Very active rate of disease development. Bad prognosis Very active rate of disease development. Bad prognosis Table 1 On the base of the Table 1 above we have built the circle diagram of Match Medical and PMA Indexes: Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) 12 Fig.3 5. Discussion of the data - 68 % of PMA Indexes match with Medical Indexes at scattering range less then 20%; - Usually PMA Index of disease is more rigorous to the condition of patients than Medical Index, but there are eight patients with lower PMA indexes of disease (we are interested especially in readings that have scattering range at 10% and more): Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) NN Patient Number Tension index % (TI) PMA Disease index (%) (DI) PMA Glucose index (%) (GI) Integral PMA index of disease (IID) Glucose Systolic pressure Diastolic pressure Mass index Integral medical index in % (IMI) Match Medical and PMA indexes in % PMA lower Indexes 13 1 47 0 37 56 31 9.51 139 92 24 61 70 -30 2 31 10 63 46 40 5.98 186 111 0 69 71 -29 3 28 50 6 67 41 11.2 3 143 79 23 64 77 -23 4 24 50 8 85 48 8.21 153 106 30 67 81 -19 5 61 20 24 67 37 5.59 161 106 23 54 83 -17 6 49 40 24 41 35 8.14 147 84 26 50 85 -15 7 35 20 24 69 38 6.98 159 92 25 53 85 -15 8 94 15 49 8 24 6.17 129 88 23 35 89 -11 Table 2 Let’s study these cases in the Table 2 above. Up to the opinion of the Author, the decreasing factors of calculated “Integral PMA disease Index” (IDI) are PMA readings of “Tension Index” (TI) and “PMA Disease Index” (DI). The point is that these 2 indexes show dynamic of illness process. - If there is high (TI) and (DI) – the disease will become deeper; - If there is high (TI), but lower (DI) – the process of straggle with disease have a place and prognosis is good; Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author) 14 - If there is low (TI), but high (DI) – the illness process may be stagnant and take a chronic type that can be cured with difficulties; - If there is low (TI) and (DI) – usually there is no health problems. For the samples in Table 2 we can see low TI or DI readings and it means the following ways of disease development: - for patients NN 28, 24, 61, 49, 35 the prognosis to be cured is good – the DI is low at relatively high TI. It is a compensation reaction of treatment or life power of patients. It is obviously, the period of treatment will depend on PMA Glucose Index (GI). The more high readings will require the more long period of regeneration; - for patients NN 47, 31, 94 the treatment will be more difficult and disease will develop unless proper treatment is applied; - Readings of last 14 patients in the Table 1 above with similarity of PMA and Medical Indexes less then 70% (30% range of data scattering) in fact have more vigorous PMA Indexes as signs of bad prognosis. It means Medical readings DO NOT SEE the dangerous development of disease and proper preventive steps will not be taken, especially for patients 89, 29, 92, 94, 95 with relatively good Medical readings. - PMA Indexes revealed clearly that diabetes has several types. In our research we calculated the PMA Glucose Index for the condition that is associated with severe glucose level in blood. It is evidently, that Diabetes is dynamic, complicated process with many stages. More detailed classification of Diabetes types is possible on the base of additional work. 6. Final conclusion Up to opinion of the Author of present research, the PMA Indexes for the given number of patients are more accurate then Medical Indexes. As you could see 15 last patient have more strong Indexes from the point of view of hazard assessment of disease. The Medical Indexes are turned weaker. In reality 100% of PMA Indexes have accuracy not less then 70% (plus or minus 15%). In comparing with USA FDA requirements when only 90% of readings must have accuracy plus or minus 20%, PMA Indexes allows to get better monitoring result with additional benefit to have dynamic prognosis of disease development, automatic data presentation, high adaptability to introduce the technology into telemedicine industry. Pulse Academy 25-B Komsomolskaya St., App. 24, Vladivostok, 690002, Russia www.pulse-academy.org; e-mail: [email protected]; Phone +7-911-956-2653 All rights reserved by Sergei Petrovich Fedotov (the Author)