Apparatus for extracorporeal treatment of blood including calculation of flow rates therefore
10918776 ยท 2021-02-16
Assignee
Inventors
Cpc classification
G16H20/30
PHYSICS
A61M1/1605
HUMAN NECESSITIES
G16Z99/00
PHYSICS
A61M1/342
HUMAN NECESSITIES
A61M1/3437
HUMAN NECESSITIES
A61M1/3609
HUMAN NECESSITIES
G01F1/00
PHYSICS
A61M1/1613
HUMAN NECESSITIES
A61M1/3451
HUMAN NECESSITIES
A61M1/3441
HUMAN NECESSITIES
A61M1/34
HUMAN NECESSITIES
A61M2205/52
HUMAN NECESSITIES
International classification
G16H20/30
PHYSICS
A61M1/36
HUMAN NECESSITIES
G01F1/00
PHYSICS
Abstract
An apparatus for extracorporeal treatment of fluid and a process of setting up a medical apparatus for the delivery or collection of fluids are disclosed. According to the apparatus and the process, a control unit (10) is configured calculate set values of two or more of the fluid flow rates based on a fluid flow rate set by the operator and on a prescribed dose value (D.sub.set).
Claims
1. An apparatus for extracorporeal treatment of blood comprising: a filtration unit including a primary chamber and a secondary chamber separated by a semi-permeable membrane; a blood withdrawal line in fluid communication with an inlet of the primary chamber; a blood return line in fluid communication with an outlet of the primary chamber, said blood withdrawal and return lines configured to connect to a patient; a blood pump configured to pump blood through at least one of the blood lines; an effluent fluid line in fluid communication with an outlet of the secondary chamber; at least two further fluid lines selected from a group including a pre-dilution infusion fluid line in fluid communication with the blood withdrawal line, a post-dilution infusion fluid line in fluid communication with the blood return line, a dialysis fluid line in fluid communication with an inlet of the secondary chamber, and a pre-blood pump infusion fluid line in fluid communication with the blood withdrawal line at a location upstream of the blood pump; a plurality of fluid pumps configured to pump fluid through said fluid lines; and a control unit operably connected to said pumps and to a memory, the control unit configured to: enter in the memory a set value for at least a first fluid flow rate selected from a group of fluid flow rates including a fluid flow rate Q.sub.rep1 through the pre-dilution infusion fluid line, a fluid flow rate Q.sub.rep2 through the post-dilution infusion fluid line, a fluid flow rate Q.sub.pbp through the pre-blood pump infusion fluid line, a fluid flow rate Q.sub.dial through the dialysis fluid line, and a fluid removal rate Q.sub.pfr from the patient, enter in the memory a set value for a prescribed dose D.sub.set to be delivered, calculate set values of at least a second and a third of the fluid flow rates of said group of fluid flow rates, based on said set value for at least a first fluid flow rate entered in the memory, said prescribed dose value D.sub.set, and a fluid balance equation establishing that a sum of the fluid flow rates through said pre-dilution infusion fluid line, post-dilution infusion fluid line, dialysis fluid line, and pre-blood pump infusion fluid line shall be equal to a fluid flow rate through the effluent fluid line Q.sub.eff, control one or more of said fluid pumps based on the calculated set values of the fluid flow rates, verify if a fluid flow rate has been set for at least one of the pre-dilution infusion fluid line or the pre-blood pump infusion fluid line, calculate a correction factor F.sub.dilution based on the fluid flow rate set for at least one of the pre-dilution infusion fluid line or the pre-blood pump infusion fluid line, and correct the convective dose flow rate value D.sub.conv_set to account for the effect of pre-dilution based on said correction factor, wherein said prescribed dose value D.sub.set is a convective dose flow rate value D.sub.conv_set, which is a prescribed mean value of the sum of the fluid flow rates through all infusion fluid lines Q.sub.rep1, Q.sub.rep2, Q.sub.pbp and the patient fluid removal rate Q.sub.pfr, wherein the control unit is configured to correct the convective dose flow rate value to account for the effect of pre-dilution based on said correction factor using the following formula:
D.sub.corr_conv_set=F.sub.dilutionD.sub.conv_set, where F.sub.dilution is the correction factor, D.sub.conv_set is the prescribed mean value of the sum of the fluid flow rates through all infusion fluid lines Q.sub.rep1, Q.sub.rep2, Q.sub.pbp and the patient fluid removal rate Qom, and D.sub.corr_conv_set is a corrected convective dose flow rate value, and wherein the correction factor F.sub.dilution is defined according to one of the following: a blood dilution factor,
Fdilution.sub.blood=Q.sub.blood/Qblood+Qpre, a plasma dilution factor,
Fdilution.sub.plasma=Q.sub.p/Q.sub.p+Q.sub.pre=(1Hct)Q.sub.blood/(1Hct)Q.sub.blood+Q.sub.pre, or a plasma water dilution factor,
Fdilution.sub.pw=Q.sub.pw/Q.sub.pw+Q.sub.pre=(1Hct)F.sub.pQ.sub.blood/(1Hct)F.sub.pQ.sub.blood+Q.sub.pre, where Q.sub.pre is total a pre-dilution infusion rate set for the pre-dilution infusion fluid line and the pre-blood pump infusion fluid line, Q.sub.blood is a blood flow rate, Q.sub.p is a plasma flow rate, Q.sub.pw is a plasma water flow rate, Hct is the haematocrit, and F.sub.p is a plasma water fraction, which is a function of total protein concentration.
2. The apparatus according to claim 1, wherein the blood pump is operable with a segment of the blood withdrawal line, and the apparatus includes the following fluid lines: the pre-dilution infusion fluid line in fluid communication with the blood withdrawal line between the blood pump segment and the filtration unit, the pre-blood pump infusion fluid line in fluid communication with the blood withdrawal line at a location upstream of the blood pump segment, the post-dilution infusion fluid line in fluid communication with the blood return line, and the dialysis fluid line in fluid communication with the inlet of the secondary chamber, wherein the control unit is configured to calculate the set value for the fluid flow rate through each of the above-listed infusion lines which is not set by the operator based on said first fluid flow rate set by the operator and on said prescribed dose value D.sub.set.
3. An apparatus for extracorporeal treatment of blood comprising: a filtration unit including a primary chamber and a secondary chamber separated by a semi-permeable membrane; a blood withdrawal line in fluid communication with an inlet of the primary chamber; a blood return line in fluid communication with an outlet of the primary chamber, said blood withdrawal and return lines configured to connect to a patient; a blood pump configured to pump blood through at least one of the blood lines; an effluent fluid line in fluid communication with an outlet of the secondary chamber; at least two further fluid lines selected from a group including a pre-dilution infusion fluid line in fluid communication with the blood withdrawal line, a post-dilution infusion fluid line in fluid communication with the blood return line, a dialysis fluid line in fluid communication with an inlet of the secondary chamber, and a pre-blood pump infusion fluid line in fluid communication with the blood withdrawal line at a location upstream of the blood pump; a plurality of fluid pumps configured to pump fluid through said fluid lines; and a control unit operably connected to said plurality of fluid pumps and to a memory, the control unit configured to enter in the memory a set value for at least a first fluid flow rate selected from a group including a fluid flow rate Q.sub.rep1 through the pre-dilution infusion fluid line, a fluid flow rate Q.sub.rep2 through the post-dilution infusion fluid line, a fluid flow rate Q.sub.pbp through the pre-blood pump infusion fluid line, a fluid flow rate Q.sub.dial through the dialysis fluid line, and a fluid removal rate Q.sub.pfr, from the patient, enter in the memory a set value for a prescribed dose D.sub.set to be delivered, calculate set values of at least a second and a third of the fluid flow rates of said group of fluid flow rates, based on said set value for at least a first fluid flow rate entered in the memory, said prescribed dose value D.sub.set, and a fluid balance equation establishing that a sum of the fluid flow rates through said pre-dilution infusion fluid line, post-dilution infusion fluid line, dialysis fluid line, and pre-blood pump infusion fluid line shall be equal to a fluid flow rate through the effluent fluid line Q.sub.eff, control the plurality of fluid pumps based on the calculated set values of the fluid flow rates, verify if a fluid flow rate has been set for at least one of the pre-dilution infusion fluid line or the pre-blood pump infusion fluid line, calculate a correction factor E.sub.dilution based on the fluid flow rate set for the at least one of the pre-dilution infusion fluid line or the pre-blood pump infusion fluid line, and correct the prescribed dose value D.sub.set to account for the effect of pre-dilution infusion based on said correction factor, wherein said prescribed dose value D.sub.set includes a prescribed value for a fluid flow rate or a combination of fluid flow rates, said prescribed dose value D.sub.set including a prescribed value for a dose selected from the group consisting of: an effluent dose flow rate D.sub.eff_set, which is a prescribed mean value of the fluid flow rate through the effluent line, a convective dose flow rate D.sub.conv_set, which is a prescribed mean value of the sum of the fluid flow rates through all infusion fluid lines Q.sub.rep1, Q.sub.rep2, Q.sub.pbp and the patient fluid removal rate Q.sub.pfr, a diffusive dose flow rate D.sub.dial_set, which is a prescribed mean value of the fluid flow rate through the dialysis fluid line Q.sub.dial, a urea dose D.sub.urea_set, which is a prescribed mean value for an estimated urea clearance, and a clearance dose K.sub.solute_set, which is a prescribed mean value for an estimated clearance for a given solute wherein the correction factor F.sub.dilution is defined according to one of the following: a blood dilution factor,
Fdilution.sub.blood=Q.sub.blood/Qblood+Qpre, a plasma dilution factor,
Fdilution.sub.plasma=Q.sub.p/Q.sub.p+Q.sub.pre=(1Hct)Q.sub.blood/(1Hct)Q.sub.blood+Q.sub.pre, or a plasma water dilution factor,
Fdilution.sub.pw=Q.sub.pw/Q.sub.pw+Q.sub.pre=(1Hct)F.sub.pQ.sub.blood/(1Hct)F.sub.pQ.sub.blood+Q.sub.pre, wherein Q.sub.pre is a total pre-dilution infusion rate set for the pre-dilution infusion fluid line and the pre-blood pump infusion fluid line, Q.sub.blood is a blood flow rate, Q.sub.p is a plasma flow rate, Q.sub.pw is a plasma water flow rate, Hct is the haematocrit, and F.sub.p is a plasma water fraction, which is a function of total protein concentration.
4. The apparatus of claim 3, wherein the control unit is configured to determine a corrected dose value that corrects the prescribed dose value to account for the effect of pre-dilution infusion based on said correction factor using the following formula:
D.sub.corr_set=F.sub.dilutionD.sub.set, where F.sub.dilution is the correction factor, D.sub.set is the prescribed dose value, and D.sub.corr_set is the corrected dose value.
5. The apparatus according to claim 3, wherein the blood pump is operable with a segment of the blood withdrawal line, and wherein the apparatus further includes the following: the pre-dilution infusion fluid line is connected to the blood withdrawal line between the blood pump segment and the filtration unit, the pre-blood pump infusion fluid line is connected to the blood withdrawal line at a location upstream of the blood pump segment, the post-dilution infusion fluid line is connected to the blood return line, and the dialysis fluid line is connected to the inlet of the secondary chamber, wherein the control unit is configured to calculate a set value for the fluid flow rate through each of the above-listed infusion lines which is not based on said set value for at least a first fluid flow rate entered in the memory and on said prescribed dose value D.sub.set.
6. An apparatus for extracorporeal treatment of blood comprising: a filtration unit including a primary chamber and a secondary chamber separated by a semi-permeable membrane; a blood withdrawal line in fluid communication with an inlet of the primary chamber; a blood return line in fluid communication with an outlet of the primary chamber, said blood withdrawal and return lines configured to connect to a patient cardiovascular system; a blood pump configured to pump blood through at least one of the blood lines; an effluent fluid line in fluid communication with an outlet of the secondary chamber; at least two further fluid lines selected from a group including: a pre-dilution infusion fluid line in fluid communication with the blood withdrawal line, a post-dilution infusion fluid line in fluid communication with the blood return line, a dialysis fluid line in fluid communication with an inlet of the secondary chamber, and a pre-blood pump infusion fluid line in fluid communication with the blood withdrawal line at a location upstream of the blood pump; a plurality of fluid pumps configured to pump fluid through said fluid lines; and a control unit operably connected to said plurality of fluid pumps and to a memory, the control unit configured to enter in the memory a set value for at least a first fluid flow rate selected from a group of fluid flow rates including a fluid flow rate Q.sub.rep1 through the pre-dilution infusion fluid line, a fluid flow rate Q.sub.rep2 through the pre-dilution infusion fluid line, a fluid flow rate Q.sub.pbp through the pre-blood pump infusion fluid line, a fluid flow rate Q.sub.dial through the dialysis fluid line, and a fluid removal rate Q.sub.pfr from the patient, store in said memory at least one of (i) one or more mathematical relations correlating fluid flow rates selected in said group of fluid flow rates, and (ii) one or more optimization criteria directed to optimize treatment and including, a first optimization criterion imposing that an emptying time of at least one among fresh fluid containers connected to said further fluid lines or a filling time of a waste container connected to said effluent fluid line is substantially the same as or a multiple of the emptying time of one or more of the other fresh fluid containers, a second optimization criterion imposing that fluid consumption through said further fluid lines is minimized, a third optimization criterion imposing that a life time of said filtration unit is maximized, and a fourth optimization criterion imposing that urea clearance or dialysance of a given solute is maximized, detect a user selection of at least one from a group consisting of (i), and at least one from a group consisting of (ii), determine if said at least one selection from the group consisting of (i) and at least one selection from the group consisting of (ii) are compatible or conflicting, and if said selections are compatible, calculate set values of at least a second and a third of the fluid flow rates of said group of fluid flow rates, based on at least two of said one or more mathematical relations and said one or more optimization criteria, and further based on said set value for at least a first fluid flow rate entered in the memory, and a fluid balance equation establishing that a sum of the fluid flow rates through said pre-dilution infusion fluid line, post-dilution infusion fluid line, dialysis fluid line, and pre-blood pump infusion fluid line shall be equal to a fluid flow rate through the effluent fluid line Q.sub.eff, and control the plurality of fluid pumps based on the calculated set values of the fluid flow rates.
7. The apparatus according to claim 6, wherein the control unit is further configured to: if said at least one selection from the group consisting of (i) and at least one selection from the group consisting of (ii) are conflicting, execute one or more of the following sub-steps: inform a user of the apparatus, allow the user to assign a priority to each of the selected criteria or mathematical relations, assign a priority ranking to the selected optimization criteria and/or mathematical relations, said priority ranking being either predetermined or set by the user at the time of user selection, and then ignore the criteria or mathematical relations when the fluid flow rates have been calculated from the prioritized criteria or mathematical relations, and define a compromise between conflicting optimization criteria and mathematical relations using preset rules.
8. The apparatus according to claim 6, wherein the blood pump is operable with a segment of the blood withdrawal line, and wherein the apparatus includes the following: the pre-dilution infusion fluid line connected to the blood withdrawal line between the blood pump segment and the filtration unit, the pre-blood pump infusion fluid line connected to the blood withdrawal line at a location upstream of the blood pump segment, the post-dilution infusion fluid line connected to the blood return line, and the dialysis fluid line connected to the inlet of the secondary chamber.
Description
DESCRIPTION OF THE DRAWINGS
(1) Aspects of the invention are shown in the attached drawings, which are provided by way of non-limiting example, wherein:
(2)
(3)
(4)
(5)
(6)
(7)
(8)
(9)
(10)
(11)
(12)
(13)
(14)
DETAILED DESCRIPTION
(15)
(16)
(17) A blood withdrawal line 6 is connected to an inlet of the primary chamber 3, and a blood return line 7 is connected to an outlet of the primary chamber 3. In use, the blood withdrawal line 6 and the blood return line 7 are connected to a needle or to a catheter or an implanted port or other access device (not shown) which is then placed in fluid communication with the patient vascular system, such that blood may be withdrawn through the blood withdrawal line, flowed through the primary chamber and then returned to the patient's vascular system through the blood return line. An air separator, such as a bubble trap 8, may be present on the blood return line; moreover, a safety clamp 9 controlled by a control unit 10 may be present on the blood return line downstream the bubble trap 8. A bubble sensor 8a, for instance associated to the bubble trap 8 or coupled to a portion of the line 7 between bubble trap 8 and clamp 9 may be present: if present, the bubble sensor is connected to the control unit 10 and sends to the control unit signals for the control unit to cause closure of the clamp 9 in case one or more bubbles are detected. As shown in
(18) Going back to
(19) The dialysis fluid pump 21, the infusion fluid pump 18 (or pumps 18, 27) and the effluent fluid pump 17 are part of means for regulating the flow of fluid through the respective lines and, as mentioned, are operatively connected to the control unit 10 which controls the pumps as it will be in detail disclosed herein below. The control unit 10 is also connected to a memory 10a and to user interface 12, for instance a graphic user interface, which receives operator's inputs and displays the apparatus outputs. For instance, the graphic user interface 12 may include a touch screen, a display screen and/or hard keys for entering user's inputs or a combination thereof.
(20) The embodiment of
(21) The apparatus of
(22) The apparatus of
(23) A further embodiment is shown in
(24) Of course the above described blood treatment apparatus are of exemplifying character only and further variants may be envisaged without departing from the scope of the invention.
(25) For instance the above apparatuses may also include a syringe pump S connected via a respective line to one of the blood lines 6 and 7. In
(26) The means for regulating have been described as one or more pumps (in particular of the peristaltic type); however it is not to be excluded that other flow regulating means such as valves or combinations of pumps and valves may be used.
Dose Definitions
(27) In the present specification, dose refers to a flow rate or to a combination of flow rates.
(28) For example, one of the following magnitudes may be used as dose: effluent dose D.sub.eff: the flow rate across the effluent line Q.sub.eff, convective dose D.sub.conv: the sum of the flow rates Q.sub.rep+Q.sub.pbp+Q.sub.pfr, where Q.sub.pfr represents the patient fluid removal rate, Q.sub.rep is the flow rate through the infusion line or lines (e.g. Q.sub.rep1+Q.sub.rep2) connected directly to the patient or connected to the blood circuit downstream the blood pump and Q.sub.pbp is the flow rate through the pre-blood pump infusion line, diffusive dose D.sub.dial: the flow rate Q.sub.dial of fluid supplied to the filtration unit secondary chamber. urea dose D.sub.urea: estimated urea clearance; note that a first approximated expression assumes that filter Urea clearance is more or less identical to effluent flow rate Q.sub.eff; alternatively a urea monitor could be placed on the effluent line in order to measure an actual value of the urea clearance; in a further alternative, an estimate of urea clearance more accurate than Q.sub.eff, especially when operating with large flow rates or small filters (paediatric conditions), may be provided by the following equations: a) For purely diffusive mode (where there is no infusion of replacement fluid and where the patient fluid removal rate is zero or substantially zero) and counter-courant flow configuration (fluids in the chambers of the filtration unit 2 are countercurrent):
(29)
(30)
(31) In the course of the following description reference will be made to the above dose definitions which are relating to doses not normalized to patient body weight (BW) or patient surface area (PA). Of course the same principles and formulas below described could be normalized to body weight or patient surface area by dividing the dose value by either body weight BW or surface area PA.
Normalized Dose=Dose/BW
or
NDose=Dose/PA1.73 (when normalised to a 1.73 m.sup.2 surface area patient)
(32) Furthermore, the above defined doses could be corrected to take into account the predilution effect, when a fluid replacement line is present upstream the treatment unit, such as lines 15 and 22 in the enclosed drawings. Each of the above defined doses could be corrected multiplying the dose value times a dilution factor F.sub.dilution:
Dose.sub.corr_xxx=F.sub.dilutionDose_.sub.xxx (with xxx=eff, conv, dial, etc)
(33) The dilution factor F.sub.dilution may be defined according to one of the following:
(34)
(35) Where Q.sub.pre is the total predilution infusion rate (where two infusion lines are present upstream the treatment unit, as lines 15 and 22, Q.sub.pre combines PBP infusion 15 and pre-replacement infusion 22)
(36) Q.sub.BLOOD: blood flow rate
(37) Q.sub.PLASMA: plasma flow rate
(38) Q.sub.pw: plasma water flow rate
(39) Hct: haematocrit
(40) F.sub.p: plasma water fraction, which is a function of total protein concentration (typical value Fp=0.95)
(41) In practice, the effluent dose corrected for the predilution effect would be: Dose.sub.corr_eff=F.sub.dilutionDose_.sub.eff.
The Control Unit
(42) The control unit 10 is connected to the various sensors, to the means for regulating the flow rate through the various lines (in the above examples this means comprises the pumps active on the lines and the switch valves) and to the user interface. The control unit 10 may comprise a digital processor (CPU) and necessary memory (or memories) such as memory 10a, an analogical type circuit, or a combination thereof. In the course of the present description it is indicated that the control unit is configured or programmed to execute certain steps: this may be achieved in practice by any means which allow configuring or programming the control unit. For instance, in case of a control unit comprising one or more CPUs, a program may be stored in an appropriate memory containing instructions which, when executed by the control unit, cause the control unit to execute the steps herein described. Alternatively, if the control unit is of an analogical type, then the circuitry of the control unit may be designed to include circuitry configured in use to execute the steps herein disclosed.
(43) In the example of
(44) The memory 10a associated with or connected to the control unit 10 stores a plurality of mathematical relations correlating the fluid flow rates Q.sub.rep1, Q.sub.rep2 and Q.sub.dial. The mathematical relations stored in said memory may be the following: a convection-diffusion relation, relating the total fluid flow rate through said infusion fluid lines+patient fluid removal rate Q.sub.rep1+Q.sub.rep2+Q.sub.pfr with the fluid flow rate through said dialysis fluid line Q.sub.dial; the convection-diffusion relation may define in practice a first ratio R.sub.1=(Q.sub.rep1+Q.sub.rep2+Q.sub.pfr)/(Q.sub.dial), a blood pre-dilution relation, relating the flow rate of blood or of plasma Q.sub.BLOOD or Q.sub.PLASMA and the fluid flow rate infused in the blood withdrawal line Q.sub.rep1 through said pre-dilution infusion fluid line 15; the blood pre-dilution relation may define a second ratio R.sub.2=Q.sub.BLOOD/(Q.sub.rep1) or R.sub.2=Q.sub.PLASMA/(Q.sub.rep1); a pre-post relation, relating the fluid flow rates Q.sub.rep1 through pre-dilution infusion fluid line with the fluid flow rate through the post-dilution infusion line Q.sub.rep2, the pre-post relation may define in practice a third ratio R.sub.3=(Q.sub.rep1)/(Q.sub.rep2).
(45) The control unit 10 allows the user, e.g. through user interface 12, to select e.g. two of said relations (step 201 in
Q.sub.rep1+Q.sub.rep2+Q.sub.dial+Q.sub.pfr=Q.sub.eff(FBE)
(46) In case a syringe pump (not shown in
(47) Note that preset values for each one of said first, second and third ratios R.sub.1, R.sub.2, R.sub.3 may be pre-stored in the memory or that the control unit may allow entry by an operator of a set value for each one of said first, second and third ratios R.sub.1, R.sub.2, R.sub.3, e.g. via the user interface 12. In this last case, the control unit may be configured to: display on the graphic user interface an indicium prompting a user to select the value for said first flow rate, display on the graphic user interface an indicium allowing selection of the mathematical relations the user intends to select, detecting selection of a mathematical relation and display an indicium allowing selection of a set value or of a range for the corresponding ratio.
(48) In one alternative, the memory 10a of the apparatus of
(49) For instance, optimization criteria stored in memory 10a may comprise a first optimization criterion imposing that an emptying time of at least one among the containers of fresh fluid 16, 20, 21, 26 and/or a filling time of the waste container is substantially same as, or multiple of, or proportional to the emptying time of one or more of the other containers of fresh fluid (See below section synchronization of containers emptying or filling). A second optimization criterion stored in the memory 10a may impose that fluid consumption through the fluid lines is minimized. A third optimization criterion stored in memory 10a may impose that a life time of filtration unit 2 is maximized. A fourth optimization criterion stored in the memory 10a may impose that urea clearance or dialysance of a given solute is maximized.
(50) In practice, if optimization criteria are stored in memory 10a, the control unit 10 may be configured to allow the user to select (step 202), e.g. via the user interface 12, the criteria he wants to have satisfied and may be further configured to calculate the set values for Q.sub.rep1, Q.sub.rep2, Q.sub.dial, Q.sub.eff based on the selected optimization criteria and on the above mentioned fluid balance equation (FBE).
(51) Alternatively, the control unit may be configured to allow the user to select one or more of said criteria, e.g. maximization of fluid consumption, and one of the mathematical relations (e.g. the value for ratio R1). Then the control unit would calculate the set values for Q.sub.rep1, Q.sub.rep2, Q.sub.dial, Q.sub.eff using said selected criterion and mathematical relation account being taken of above mentioned fluid balance equation (FBE).
(52) If the memory 10a stores a plurality of mathematical relations and a plurality of optimization criteria, and if the user contemporaneously selects a number of optimization criteria together with a number of relations, then the control unit 10 may also be configured to determine if said selected criteria and said selected mathematical relations are compatible or conflicting (see conflict check step 205 in
(53) In accordance with a variant, as already explained in the summary section the control unit may use the flow-rate setup procedure to initially calculate the flow rates set values through the various lines and during a first interval in the treatment control the means for regulating using said calculated set values. Then, after a certain time interval or upon detection of a user input, the control unit may recalculate the set values for the flow rates through the various lines exclusively based on one or more optimization criteria and, apply the newly calculated set values during a second time period subsequent to the first time period. For instance the flow-rate setup procedure may allow setting of the flow rates such that a certain delivered dose is attained. On the other hand, if at a certain point the user wants to privilege bag-emptying synchronization he may select to impose the first optimization criteria so that the control unit may recalculate the set values of the flow-rates allowing to synchronize as possible the emptying of the fluid bags.
(54) In the example of
(55) Note that in this case the memory 10a associated with or connected to the control unit 10 stores a plurality of mathematical relations correlating the fluid flow rates Q.sub.rep1, Q.sub.rep2, Q.sub.pbp and Q.sub.dial. The mathematical relations stored in said memory may be the following: a convection-diffusion relation, relating the total fluid flow rate through said infusion fluid lines+the patient fluid loss rate Q.sub.rep1+Q.sub.rep2+Q.sub.pbp+Q.sub.pfr with the fluid flow rate through said dialysis fluid line Q.sub.dial; the convection-diffusion relation may define in practice a first ratio R.sub.1=(Q.sub.rep1+Q.sub.rep2+Q.sub.pbp+Q.sub.pfr)/(Q.sub.dial), a blood pre-dilution relation, relating the flow rate of blood or of plasma Q.sub.BLOOD or Q.sub.PLASMA and the fluid flow rate infused in the blood withdrawal line Q.sub.rep1+Q.sub.pbp through said pre-dilution infusion fluid line 15 and through said pre-blood pump infusion line 21; the blood pre-dilution relation may define a second ratio R.sub.2=Q.sub.BLOOD/(Q.sub.rep1+Q.sub.pbp) or R.sub.2=Q.sub.PLASMA/(Q.sub.rep1+Q.sub.pbp); a pre-post relation, relating the fluid flow rates Q.sub.rep1+Q.sub.pbp through pre-dilution infusion fluid line 15 and pre-blood pump infusion line 21 with the fluid flow rate Q.sub.rep2 through the post-dilution infusion line; the pre-post relation may define in practice a third ratio R.sub.3=(Q.sub.rep1+Q.sub.pbp)/(Q.sub.rep2).
(56) In the example of
(57) In the example of
Optimization Criterion: Synchronization of the Emptying and/or Filling Time of the Containers
(58) Again referring to the circuits of
(59) In accordance with a first solution, see the flowchart of
(60) Once the reference time T.sub.r is calculated (step 303), the control unit is configured to determine the fluid flow rate in each one of the fresh fluid lines by dividing a weight W.sub.i of the respective container by the value of reference time T.sub.r (step 304). For the sake of simplicity, the description given above in connection with steps 303 and 304 was restricted to the simultaneous emptying of all the bags/containers being used (see also
(61) To give more flexibility to the system, it is possible to attribute a weighting factor per pump/bag in such a manner that the emptying time of a given bag could be a multiple of the emptying time of one or more bags.
T.sub.r=(W.sub.i.Math.c.sub.i)/Dose Q.sub.iset, namely the flow rate to be set in each fluid line, is then computed also taking the value of each coefficient c.sub.i into account as:
Q.sub.iset=W.sub.i/(T.sub.r.Math.c.sub.i)
(62) Once the Q.sub.iset values are calculated, following one or the other of the above sequence of steps, they are stored in a memory (step 305) and then applied to control the pump speeds as described herein below in greater detail with reference to certain embodiments (step 307). In accordance with an optional aspect the control unit may issue a signal to the user interface 12 requesting a confirmation (306) from the user before actually applying the calculated values of Q.sub.iset to control the pumps.
(63) In accordance with a third alternative solution, which is shown in the flowchart of
Q.sub.iset=(W.sub.i/c.sub.i)/T.sub.r, where T.sub.r(W.sub.i.Math.c.sub.i)/Dose
(64) On its turn, c.sub.i for each respective container may be calculated as a function of an intermediary factor b.sub.i obtained (see step 404) by dividing either the dose or the sum of said proposed values Q.sub.i of the flow rates by the respective proposed value Q.sub.i. In the example of
c.sub.i=Round [b.sub.i/min(b.sub.i . . . b.sub.n)], where min(b.sub.i . . . b.sub.e) is a function selecting the minimum among the b.sub.i factors, and
(65) Round is a function determining the natural number nearest to the result of quotient b.sub.i/min(b.sub.i . . . b.sub.n).
(66) Once the Q.sub.iset values are calculated, they may be stored in a memory (step 406) and then applied to control the pump speeds as described herein below in greater detail with reference to certain embodiments (step 408). In accordance with an optional aspect the control unit may issue a signal to the user interface 12 requesting a confirmation (407) from the user before actually applying the calculated values of Q.sub.iset to control the pumps.
(67) As a further variant applicable to the above described three alternative solutions, the calculation of the reference time T.sub.r may be done as follows: the control unit may be configured to allow entry of the treatment time T, and calculate the reference time T.sub.r either as the treatment time T or as a sub-multiple of the treatment time T. As disclosed hereinbefore once T.sub.r has been calculated, each flow rate may be set as Q.sub.iset=W.sub.i/T.sub.r or as Q.sub.iset=W.sub.i/(T.sub.r.Math.c.sub.i) where c.sub.i is an integer from e.g. 1 to 5. In another variant for the calculation of T.sub.r, the control unit 10 may be configured to receive one set value set by an operator for one fluid flow rate through one of the lines present in the blood treatment apparatus. For instance, the operator may set the fluid flow rate Q.sub.repi through the pre-dilution infusion fluid line 15, or the fluid flow rate Q.sub.rep2 through the post-infusion fluid line 25, or the fluid flow rate Q.sub.pbp through the pre-blood pump infusion fluid line 21, a fluid flow rate Q.sub.dial through the dialysis liquid fluid line 27. The setting may be done through the user interface or via any other input. Once the input of a flow rate to a certain fluid line is set, the control unit is configured to identify the container associated to the fluid line for which the fluid flow rate has been set and to detect the respective initial weight. Then, the control unit may calculate the reference time T.sub.r dividing the initial weight W.sub.i of the identified container by the set value of the fluid flow rate set by the operator. Once T.sub.r has been calculated, each flow rate may be set as W.sub.i/T.sub.r or as Q.sub.iset=W.sub.i/(T.sub.r.Math.c.sub.i) where c.sub.i is an integer from e.g. 1 to 5.
(68) In accordance with a fourth alternative solution, the control unit may be configured to execute a synchronization algorithm able to combine the use of proposed values for the set flow rates (for instance initially set by the user or calculated using one or more of the mathematical relations, as above described) with at least a certain degree of synchronization in the emptying of the containers; in other words, a purpose of the algorithm is to minimize the number of user interventions while keeping the flow rates in the neighborhood of some initial settings (which may be manual or computed settings). In practice this algorithm is designed to change according to a certain set percentage the initially set or calculated flow rates in order to reduce as possible the number of container/bag changes across a certain time period, e.g. 24 hours, without substantially changing the initially set or calculated flow rates.
(69) The starting point of the algorithm (see
(70) Also the blood flow rate setting for the blood pump may be entered or calculated by the control unit, see step 500.
(71) At step 503, an allowed adjustment parameter A is defined as maximum relative change allowed on bag/container change periods in order to optimize bag synchronization and reduce number of user interventions (step 503A). The algorithm also considers ratios of interest R0.sub.k which are parameters defined in the algorithm as ratios between change periods (time between one container change and the next change of the same container) of pairs of containers (step 503B). Ratios of interest are defined for each pair of lines and respective containers. K is an integer which may vary from 1 to M, and M may be pre-stored in the control unit memory or the control unit may be configured to receive it from a user input. The algorithm takes into account that more interventions (container changes) are saved when identifying a 1 to 1 container synchronization ratio between two lines (because in that case the containers of the two lines are changed at the same time), than when having a 1 to 4 ratio.
(72) Next table 1 provides the list of the optimum ratios of interest when considering all synchronization ratios up to order 5 in relation with a pair of containers indicated as bag1 and bag2. The first 8 R0.sub.k values are used in some examples reported at the end of the detailed description.
(73) TABLE-US-00001 TABLE 1 period ratios of interest ranked by efficiency Period ratio % bag k Bag 1 Bag 2 Bag1/Bag2 (R0.sub.k) change saved 1 1 1 1.00 50% 2 1 2 2.00 33% 3 1 3 3.00 25% 4 1 4 4.00 20% 5 2 3 1.50 20% 6 1 5 5.00 17% 7 3 4 1.33 14% 8 2 5 2.50 14% 9 3 5 1.67 13% 10 4 5 1.25 11%
(74) In the above table referring for instance to the third more interesting ratio (corresponding to k=3), it is possible to see that k=3 matches with Bag1-Bag2=1 to 3, meaning that Bag2 is changed 3 times while Bag1 is changed once. This corresponds to a change bag period of Bag1 which is 3.0 times longer than the change bag period for Bag2: thus, one user intervention out of 4 is saved compared to a situation where no synchronization at all would be present. Indeed, with k=3 there would be 2 single bag changes of Bag2+1 simultaneous bag changes of Bags 1 and 2 with a total of 3 interventions, whilst in case of no synchronization there would be 3 single bag changes of Bag2+1 single bag change of Bag2, meaning a total of 4 interventions. As K increases the degree of synchronization goes down and, consequently, the number of bag or container changes saved also goes down.
(75) Referring now to the general case of a treatment apparatus with N lines leading to respective N bags or containers, the control unit may be configured to execute the following steps, after the value of A has been selected or predefined (at step 503, see
(76) Step 504: calculate T.sub.i container change period T.sub.i=V.sub.i/Q.sub.i and rank each circuit according to the calculated container change period, where i=1 to N (T.sub.i increasing with i),
(77) Step 505: compute all period ratios R.sub.ij=T.sub.i/T.sub.j, with i>j
(78) Step 506: compare each period ratio R.sub.ij to the preset list of ratios of interest R0.sub.k, k=1 to M,
(79) Step 507: compute the number of degrees of freedom NF; this number if given by the sum of the number of lines less the number of constraints (see further below),
(80) Step 508: for each ratio R.sub.ij where a k value exists verify that (1A).Math.R0.sub.k<R.sub.ij<(1+A).Math.R0.sub.k, compute the number of daily saved container changes,
(81) Step 509: Select the NF ratios R.sub.ij providing the largest number of saved container changes; the selection of the best R.sub.ij has to ensure the definition of NF independent relations between NF+1 variables (with the NF+1.sup.th relation: Q.sub.eff=Q.sub.iset), Step 510: Apply these ratios to compute the optimized flow rates, keeping Q.sub.eff=Q.sub.iset unchanged, and optionally store the calculated Q.sub.iset, Step 511: optionally request for confirmation by a user of the calculated Q.sub.iset, Step 512: apply the calculated values Q.sub.iset to control each one of the respective pumps.
(82) Concerning the mentioned degrees of freedom NF (step 507 above), the following should be noted. In an apparatus having N lines (e.g. a number of infusion lines, a dialysate line, a line leading to a syringe and an effluent line), then the effluent line flow rate may verify condition Q.sub.eff=/Q.sub.iset; moreover the syringe line may have a fixed flow rate; the N2 other lines are infusion or dialysate lines leading to respective containers having fixed volume. In the case where both effluent and syringe bag/container volumes are fixed, the associated bag change periods are also fixed and the N2 bag change periods for the other lines remain to be defined. As these N2 periods/flow rates are already linked by the relation Q.sub.eff=/Q.sub.iset, only NF=N3 relations may be considered for defining all the flow rates. In the scenario where both effluent and syringe bag/container volumes are let free, then the number of degrees of freedom is NF=N1, since effluent bag volume (V.sub.eff) and syringe volume (V.sub.syr) are two additional variables in the system.
(83) In accordance with an aspect, the selection of the NF ratios R.sub.ij (step 509 above) providing for the highest number of saved bag changes considers also the degrees of freedom issue. The selection of the best R.sub.ij has to ensure the definition of NF independent relations between NF+1 variables (with the NF+1th relation being Q.sub.eff=/Q.sub.i).
(84) Note that irrespective of which one of the above described sequences of steps is used for the determination of Q.sub.iset, once these set values Q.sub.iset have been calculated (e.g. using one or more mathematical relations and/or one or more optimization criteria), then the control unit 10 may be configured to display the calculated set values. As mentioned, the control unit may also be configured to ask, or wait, for a confirmation which may be entered by the user, e.g. through action onto the user interface 12. The control unit 10 is designed to control the means for regulating the flow rate based on the calculated set values either automatically (i.e. with no need of any action on the part of an operator), or after the appropriate confirmation is entered and a confirmation signal received at the control unit.
(85) The control unit 10 may also be configured store, e.g. in the memory 10a connected to the same control unit, the maximum volume of fluid which may be contained in each container of fresh fluid. The control unit may also be configured to store in a memory connected to the same control unit the maximum volume of fluid which may be contained in said waste container. The volume each container may host may be detected by a sensor associated to each respective container and connected to the control unit, or may be entered by an operator for each respective container through a user interface connected to the control unit, or determined by the control unit associating an identification code (indicia such as a bar code, an RFID or other identification means may be associated to the container) on each respective container to a respective volume, or said volume may be pre-stored in said memory. By knowing the volume of fluid that may be hosted in each container, the control unit may be configured to generate an alarm signal and/or to stop the treatment when the minimum quantity of fluid in one fresh fluid container (i.e. in one among the infusion fluid containers 16, 23, 26 and the dialysis fluid container 20) is reached, corresponding to a empty container threshold. In this situation, the user knows that he is supposed to substitute all fresh fluid containers (if the user selected the simultaneous emptying criteria and the emptying is simultaneous on all bags/containers as shown in
(86) In the embodiments of
Blood Pump Setting
(87) In the above description the it has been indicated that the blood pump may be controlled by the control unit 10 using a set value of the blood flow rate Q.sub.BLOOD entered by the user (step 200 in
(88) In any case, the control unit 10 may control the blood pump using either the entered or the calculated set value for the blood flow Q.sub.BLOOD.
Safety Features
(89) It should be noted that the control unit may be designed to include some safety features: for instance the filtration fraction is an important factor to be considered. Since the flow rates may automatically be set by the control unit 10, it is may be convenient to ensure that all pumps infusing in post-dilution do not cause an excessive filtration fraction (e.g. post-dilution flow rate>20% of blood flow rate). In this respect the control unit 10 may be configured to check if the calculated set value for the fluid flow rate through the post-dilution infusion line is higher than a prefixed fraction of the blood flow rate and in the affirmative activate a correction procedure. The correction procedure may comprise issuing a warning to the user interface, or it may comprise issuing a command to stop the treatment, or it may comprise correcting the delivery of fluid through one or more of the other lines, or (in case for instance the blood treatment apparatus includes a switch on the post-dilution line) issuing a command to switch 100 and/or 101 to temporary connecting a post-dilution fluid line to the blood withdrawal line. For instance referring to
Composition of the Fluid Containers
(90) All containers of fresh fluid may comprise a fluid (e.g. a replacement solution) having a same composition. The fact that the flow rates are not set individually implies that if the same type of composition is used during the treatment for containers there is no unexpected outcome regarding the electrolytic balance and/or acid-base equilibrium of the patient.
(91) It may be envisaged that a container of fresh fluid comprises a fluid having a composition different from that of the other containers of fresh fluid: for instance the fourth container may contain an anticoagulant, such as a citrate solution; in this case the control unit 10 is configured to calculate the set value of fluid flow rate through the pre-blood pump infusion line to be proportional to the set or calculated value of the blood pump flow rate for achieving an adequate anticoagulation level. The other pump flow rates are adjusted so as to become follow the relations selected or the optimization criteria selected: for instance, if the optimization criteria of synchronous emptying time has been selected, the lines leading to the remaining bags/containers may be controlled such as these other containers empty at the same time as the citrate bag/container. Alternatively, the control unit could use the citrate bag/container in a way that it is not synchronized with the emptying of the other fluid bags/containers and is thus managed separately (e.g. flow rate is proportional to blood flow rate). In a further alternative, fourth bag/container emptying is synchronized with the other bags/containers and the blood pump flow rate setting is adjusted so as to be proportional to the citrate pump flow rate. Of course one could also envisage that all infusion bags/containers used be citrate-containing bags/containers: in this case synchronization may be made with no problems.
EXAMPLE 1
(92) Reference is made to an apparatus as shown in
(93) It is assumed that the following prescription is entered by the user via user interface 12: Patient: BW (body weight)=80 kg blood flow rate: Q.sub.BLOOD=200 ml/min patient fluid removal rate: Q.sub.pfr=100 ml/h CRRT dose D.sub.eff-set=35 ml/kg/h, where the dose is an effluent dose per kg
(94) The following criteria are stored in memory 10a: dialysate flow rate (Q.sub.dial): 0 to 6000 ml/h replacement flow rate (Q.sub.rep): 0 to 4000 ml/h no specific hemofilter/dialyzer related data R1 optimization criteria as disclosed above for embodiments of
(95) The operator selects: diffusion/convection ratio: R1=1.0 maximize filter life time
(96) The control unit 10 then computes the flow rates as follows: Effluent flow rate: Q.sub.eff=3580=2800 ml/h, Q.sub.dial, Q.sub.rep2 defined through the 2 below equations:
R.sub.1=Q.sub.dial/(Q.sub.rep2+Q.sub.pfr)=1.0
Q.sub.dial+Q.sub.rep2+Q.sub.pfr=Q.sub.eff=2800
Leading to Q.sub.dial=1400 ml/h, Q.sub.rep2=1300 ml/h
(97) In order to maximize filter life time, replacement is set in PRE-dilution, rather than POST-dilution.
EXAMPLE 2
(98) Reference is made to an apparatus as shown in
(99) Prescription: Patient: BW=65 kg blood flow rate: Q.sub.BLOOD=220 ml/min patient fluid removal rate: Q.sub.pfr=100 ml/h CRRT dose D.sub.eff-set=38 ml/kg/h, where the is defined as Urea dose
(100) The following criteria are stored in memory 10a: dialysate flow rate (Q.sub.dial): 0 to 6000 ml/h PRE-replacement flow rate (Q.sub.rep1): 0 to 4000 ml/h POST-replacement flow rate (Q.sub.rep2): 200 to 4000 ml/h no specific hemofilter/dialyzer related data
(101) The operator selects: blood predilution ratio: R.sub.2>0.10 minimize fluid consumption
(102) The control unit 10 then computes the flow rates as follows:
Q.sub.eff=Q.sub.dial+Q.sub.rep1+Q.sub.rep2+Q.sub.pfr to be minimizedEq. 1:
D.sub.set-urea=Q.sub.BLOOD/(Q.sub.BLOOD+Q.sub.rep1)Q.sub.eff=6538=2470 ml/hEq. 2:
Q.sub.rep2>200 ml/minEq. 3:
R.sub.2>0.10Eq. 4:
(103) In order to meet the Urea dose target while minimizing fluid consumption (Q.sub.eff), it is necessary to maximize the ratio Q.sub.BLOOD/(Q.sub.BLOOD+Q.sub.rep1)
(104) According to the set constraints, this requires to set Q.sub.rep1=0.10Q.sub.BLOOD=1320 ml/h (from eq.4).
(105) Equation 2 allows to define Q.sub.eff=2470(1+0.10/1)=2717 ml/h.
(106) Q.sub.dial and Q.sub.rep2 have then to be defined from:
Q.sub.dial+Q.sub.rep2=27171001320=1297 ml/hEq.1bis:
Q.sub.rep2>200 ml/hEq.3:
(107) As no selected constraints allow fixing Q.sub.dial and Q.sub.rep2 values among the multiple solutions of equations 1bis and 3, the control unit may be configured to: offer intermediate values as default (typically Q.sub.dial=700 ml/h and Q.sub.rep2=600 ml/h in the example with rounding to the next ten of ml/h), or let the opportunity to the operator select to change this default within the computed range of solutions (Q.sub.dial from 0 to 1100 ml/h).
EXAMPLE 3
(108) Referring to
(109) Each pump flow rate is then calculated as:
Q.sub.rep1=5000/2.6=1923 ml/h
Q.sub.dial=4500/2.6=1730 ml/h
Q.sub.rep2=3500/2.6=1346 ml/h
(110) The above flow rates are then set as set values, and the respective pumps 18, 21 and 27 controlled accordingly by the control unit 10, as shown in
EXAMPLE 4
(111) Again referring to
T.sub.r=(5000.Math.c.sub.1+5000.Math.c.sub.2+5000.Math.c.sub.3)ml/3000 ml/h=4.17 h
(112) where c.sub.1, c.sub.2 and c.sub.3 are weighing factors in this case respectively set equal to 1, 1 and 2.
(113) Each pump flow rate is then calculated as:
Q.sub.rep1=5000/(4.17.Math.c.sub.1)=1200 ml/h
Q.sub.dial=5000/(4.17.Math.c.sub.2)=1200 ml/h
Q.sub.rep2=5000/(4.17.Math.c.sub.3)=600 ml/h
(114) The above flow rates are then imposed as set values and the respective pumps 18, 21 and 27 controlled accordingly by the control unit 10, as shown in
EXAMPLE 5
(115) Referring to the circuit of
Q.sub.1=1900 ml/hproposed flow rate for Q.sub.DIAL through line 19
Q.sub.2=650 ml/hproposed flow rate for Q.sub.REP1 through line 15
Q.sub.3=450 ml/hproposed flow rate for Q.sub.REP2 through line 25
(116) Each container 20, 16 and 26 is a 5 L bag, and the set dose is the sum of the above Q.sub.i values, namely 3000 ml/h.
(117) In the case where no synchronization is implemented, then the situation would be as per
(118) According to this example where the machine attempts to achieve a certain degree of synchronization without substantially changing the proposed flow rates, c.sub.1, c.sub.2 and c.sub.3 are calculated as follows:
(119) First the control unit calculates intermediary parameters Bi using the formula:
b.sub.i=Dose/Q, (where is the flow rate of the ith pump)
(120) The following results are obtained:
b.sub.1=3000/1900=1.58
b.sub.2=3000/650=4.62
b.sub.3=3000/450=6.67
(121) The value of c.sub.i are obtained by normalizing the values of bi with respect to their minimum and rounding the result to the closest natural number, using the formula:
c.sub.i=Round(b.sub.i/min(b.sub.1 . . . b.sub.n))
(122) With the following results:
c.sub.1=Round(1.58/1.58)=1
c.sub.2=Round(4.62/1.58)=3
c.sub.3=Round(6.67/1.58)=4
(123) From c.sub.1, c.sub.2 and c.sub.3 the flow rate Q.sub.i of a given pump is calculated as follows:
T.sub.r=(W.sub.i/c.sub.i)/Dose
Q.sub.i=(W.sub.i/c.sub.i)/T.sub.r, where Wi is the initial weight of the Bag
T.sub.r=(5000/1+5000/3+5000/4)/3000=2.6389 h
Q.sub.1set=(5000/1)/2.6389=1895 ml/h
Q.sub.2set=(5000/3)/2.6389=632 ml/h
Q.sub.3set=(5000/4)/2.6389=474 ml/h
(124) As shown in
EXAMPLE 6
(125) The following is a general example according to the fourth synchronization solution described above which follows the general flowchart of
(126) Q.sub.BLOOD and the proposed Q.sub.i values are set by the user or calculated by the control unit at step 500. At this step, the patient fluid removal rate Q.sub.PFR is fixed or entered by the user at 100 ml/h. Then the dose value is set or calculated (step 501) and the volume of the of each bag detected or entered by the user (step 502).
(127) The following parameters are selected or preprogrammed (step 503): number ratios of interest 1 to 8 (M=8), allowed flow rate adjustment of 10% (A=0.10) on the initially proposed Q.sub.i.
(128) It is assumed that the apparatus comprises a circuit similar to that of
(129) At step 504 the T.sub.i values are calculated and ranked by the control unit.
(130) Table 2 below recaps the initial flow rates Q.sub.i (2.sup.nd column), the bag volumes (3.sup.rd column), the change bag periods T.sub.i (4.sup.th column) using the initial Q.sub.i values and the corresponding number of daily bag changes (5.sup.th column).
(131) TABLE-US-00002 TABLE 2 flow rate change bag nb of daily (initial) bag volume period bag changes circuit (ml/h) (ml) (h) (day.sup.1) PBP 1000 5000 5.00 4.80 Dial 1200 5000 4.17 5.76 Rep 350 3000 8.57 2.80 syringe 15 50 3.33 7.20 PFR 100 Effluent 2665 5000 1.88 12.79 Total 33.35
(132) Table 3 below ranks the change bag periods Ti from the shortest to the longest.
(133) TABLE-US-00003 TABLE 3 Shortest Longest period period Circuit index i 1 2 3 4 5 Circuit ID Effluent syringe Dial PBP Rep Period (h) 1.88 3.33 4.17 5.00 8.57 nb daily bag changes (day.sup.1) 12.79 7.20 5.76 4.80 2.80
(134) At step 505, the R.sub.ij=T.sub.i/T.sub.j (i>j) are calculated by the control unit. Table 4 provides the computation of period ratios R.sub.ij=T.sub.i/T.sub.j (i>j)
(135) TABLE-US-00004 TABLE 4 j i 1 2 3 4 5 1 2 1.78 3 2.22 1.25 4 2.67 1.50 1.20 5 4.57 2.57 2.06 1.71
(136) Then at step 506, the control unit compares the R.sub.ij ratios to the ratios of interests R0.sub.k of table 1 creating the ratios R.sub.ij/R0.sub.k. Table 5 shows the ratios R.sub.ij/R0.sub.k; At step 508 the control unit table 5 also checks the ratios R.sub.ij/R0.sub.k which stay within the A criterion, namely those which verify the condition:
(1A).Math.R0.sub.k<R.sub.ij<(1+A).Math.R0.sub.k.
(137) Note that table 5 also includes an identification of ratios which result within A criterion (see cells with underlined values, namely those which verify the condition: (1A).Math.R0.sub.k<R.sub.ij<(1+A).Math.R0.sub.k).
(138) TABLE-US-00005 TABLE 5 R0k R.sub.21 R.sub.31 R.sub.41 R.sub.51 R.sub.32 R.sub.42 R.sub.52 R.sub.43 R.sub.53 R.sub.54 R0.sub.1 1.78 2.22 2.67 4.57 1.25 1.50 2.57 1.20 2.06 1.71 R0.sub.2 0.89 1.11 1.33 2.28 0.63 0.75 1.29 0.60 1.03 0.86 R0.sub.3 0.59 0.74 0.89 1.52 0.42 0.50 0.86 0.40 0.69 0.57 R0.sub.4 0.44 0.56 0.67 1.14 0.31 0.38 0.64 0.30 0.51 0.43 R0.sub.5 1.18 1.48 1.78 3.05 0.83 1.00 1.71 0.80 1.37 1.14 R0.sub.6 0.36 0.44 0.53 0.91 0.25 0.30 0.51 0.24 0.41 0.34 R0.sub.7 1.33 1.67 2.00 3.43 0.94 1.13 1.93 0.90 1.54 1.29 R0.sub.8 0.71 0.89 1.07 1.83 0.50 0.60 1.03 0.48 0.82 0.69
(139) At step 507 (this step may be executed at any time before step 509 below described), the control unit computes the degrees of freedom NF. Table 6 indicates the number of degrees of freedom (NF).
(140) TABLE-US-00006 TABLE 6 Degrees of circuit Flow rate Bag volume freedom NF PBP adjustable fixed Yes NF = 3 1 = 2 Dial adjustable fixed Yes Rep adjustable fixed Yes syringe fixed fixed No Effluent fixed fixed No
(141) Then the control unit provides a computation of the number of bag change saved for all R.sub.ij within the above criterion for the A parameter and identifies the most effective combinations complying also with the available NF=2 degrees of freedom.
(142) Table 7 shows this computation of the number of bag change saved and identifies (see arrow) of the NF=2 most effective combinations.
(143) TABLE-US-00007 TABLE 7 nb daily nb saved i/j Bag 1 Bag 2 bag changes bag changes 5/3 1 2 8.6 2.9 4/2 2 3 12.0 2.4
5/1 1 5 15.6 2.6 3/2 3 4 13.0 1.9 4/3 3 4 10.6 1.5 4/1 2 5 17.6 2.5 5/2 2 5 10.0 1.4
(144) Then the control unit calculates and optionally stores the flow rates
(145) Table 8 provides a summary of selected R.sub.ij ratios and flow rate relations obtained using below Equations:
(146)
(147) Flow rate relations derived from selected R.sub.ij and related R0.sub.k values:
(148)
(149) TABLE-US-00008 TABLE 8 R.sub.ij ID Target R0.sub.k R0.sub.k value Flow rate relation* R.sub.53 R0.sub.2 2.00 Q5 = 0.30 Q3 R.sub.51 R0.sub.6 5.00 Q5 = 0.12 Q1
(150) Then follows the computation of flow rates using R.sub.ij ratios selected in table 8. The adjusted flow rates are recapped in Table 9 below which clarifies how with a relatively small adjustment to the initially proposed flow rates a certain degree of synchronization in the container emptying has been achieved thus saving significant time in container changes.
(151) TABLE-US-00009 TABLE 9 flow rate Adjusted nb of daily Number of saved (initial) flow rate bag changes user interven- circuit (ml/h) (computed) day.sup.1 tions per day PBP 1000 1164 5.59 Dial 1200 1066 5.12 2.56 Rep 350 320 2.56 2.56 syringe 15 15 7.20 PFR 100 100 Effluent 2665 2665 12.79 Total 33.26 5.12 Daily number of user interventions 28.1
EXAMPLE 7
(152) Reference is made to an apparatus as shown in
(153) Prescription: Patient: BW=65 kg blood flow rate: Q.sub.BLOOD=220 ml/min patient fluid removal rate: Q.sub.pfr=100 ml/h CRRT dose D.sub.eff-set=38 ml/kg/h, where the is defined as Urea dose
(154) The following criteria are stored in memory 10a: dialysate flow rate (Q.sub.dial): 0 to 6000 ml/h PRE-replacement flow rate (Q.sub.rep1): 0 to 4000 ml/h POST-replacement flow rate (Q.sub.rep2): 200 to 4000 ml/h no specific hemofilter/dialyzer related data
(155) The operator selects: blood predilution ratio: R.sub.2>0.10 minimize fluid consumption
(156) The control unit 10 then computes the flow rates as follows:
Q.sub.eff=Q.sub.dial+Q.sub.rep1+Q.sub.rep2+Q.sub.pfr to be minimizedEq.1:
D.sub.set-urea=Q.sub.BLOOD/(Q.sub.BLOOD+Q.sub.rep1)Q.sub.eff=6538=2470 ml/hEq.2:
Q.sub.rep2>200 ml/minEq.3:
R.sub.2>0.10Eq.4:
(157) In order to meet the Urea dose target while minimizing fluid consumption (Q.sub.eff), it is necessary to maximize the ratio Q.sub.BLOOD/(Q.sub.BLOOD+Q.sub.rep1)
(158) According to the set constraints, this requires to set Q.sub.rep1=0.10Q.sub.BLOOD=1320 ml/h (from eq. 4).
(159) Equation 2 allows to define Q.sub.eff=2470(1+0.10/1)=2717 ml/h.
(160) Q.sub.dial and Q.sub.rep2 have then to be defined from:
Q.sub.dial+Q.sub.rep2=27171001320=1297 ml/hEq.1bis:
Q.sub.rep2>200 ml/hEq.3:
(161) From the above first phase of computation, the following has been defined:
Q.sub.eff=2717 ml/h,
Q.sub.rep1=1320 ml/h, a relation between Qdial and Q.sub.rep2 (Qdial+Q.sub.rep2=1297 ml/h, directly derived from Qeff=Qi), a condition on Q.sub.rep2(>200 ml/h).
(162) In other words some flow rates are not completely defined. As above discussed in connection with the fourth solution of synchronization, a synchronization algorithm may be performed by the control unit from an arbitrary set of values; for example the above calculated flow rates where Qdial=550 ml/h (=>Qrep2=747 ml/h). The issue in this case is the choice of the allowed adjustment parameter A, since a specific flow rate range is defined for Qdial [0;1297], allowing for a large range of bag change period. For this application case, the value of A is selected at 0.3 (while 0.1 was used in example 6).
(163) Qrep1, as well as Veff, are fixed; then number of degrees of freedom is NF=43=1 and consequently one single synchronization relation may be introduced. The initial input data to the synchronization algorithm are indicated in Table 10 while in Table 11 a ranking of change bag periods Ti is given.
(164) TABLE-US-00010 TABLE 10 flow rate change nb of daily (initial) bag volume bag period bag changes circuit (ml/h) (ml) (h) (day.sup.1) Pre 1320 5000 3.79 6.34 Dial 550 5000 9.09 2.64 Post 747 5000 6.69 3.59 PFR 100 Effluent 2717 5000 1.84 13.04 Total 25.60
(165) TABLE-US-00011 TABLE 11 Shortest Longest period period Circuit index i 1 2 3 4 Circuit ID Effuent Qpre Qpost Qdial Period (h) 1.84 3.79 6.69 9.09 nb daily bag changes (day.sup.1) 13.04 6.34 3.59 2.64
(166) Then the control unit computes period ratios R.sub.ij=T.sub.i/T.sub.j (i>j). Table 12 recaps the computed values for R.sub.ij=T.sub.i/T.sub.j.
(167) TABLE-US-00012 TABLE 12 j i 1 2 3 4 1 2 2.06 3 3.64 1.77 4 4.94 0.70 1.36
(168) Then the control unit compares the R.sub.ij ratios to the ratios of interests R0.sub.k of table 1 creating the ratios R.sub.ij/R0.sub.k and also checks the ratios R.sub.ij/R0.sub.k which stay within the A criterion, namely those which verify the condition:
(169) (1A).Math.R0.sub.k<R.sub.ij<(1+A).Math.R0.sub.k. Below table 13 an identification of ratios which result within A criterion (see cells with underlined values, namely those which verify the condition: (1A).Math.R0.sub.k<R.sub.ij<(1+A).Math.R0.sub.k).
(170) TABLE-US-00013 TABLE 13 R0k R.sub.21* R.sub.31** R.sub.41** R.sub.32** R.sub.42** R.sub.43*** R0.sub.1 2.06 3.64 4.94 1.77 0.70 1.36 R0.sub.2 1.03 1.82 2.47 0.88 0.35 0.68 R0.sub.3 0.69 1.21 1.65 0.59 0.23 0.45 R0.sub.4 0.51 0.91 1.24 0.44 0.17 0.34 R0.sub.5 1.37 2.42 3.29 1.18 0.46 0.91 R0.sub.6 0.41 0.73 0.99 0.35 0.14 0.27 R0.sub.7 1.54 2.73 3.71 1.33 0.52 1.02 R0.sub.8 0.82 1.45 1.98 0.71 0.28 0.54 *not considered as Q.sub.eff and Q.sub.rep1 assumed already fixed **selection with adjustment coefficient of 0.3 (ratio depending on Q.sub.dial or Q.sub.rep2) ***selection with adjustment coefficient of 0.5 (ratio depending on Q.sub.dial and Q.sub.rep2)
(171) The number of degrees of freedom NF is then identified. Table 14 indicates the number of degrees of freedom (NF).
(172) TABLE-US-00014 TABLE 14 Degrees of circuit Flow rate Bag volume freedom NF Pre fixed fixed No NF = 2 1 = 1 Dial adjustable fixed Yes Post adjustable fixed Yes Effluent fixed fixed No
(173) Then the control unit identifies the best relation with NF=1 and respecting the limitations on the A value as well as the fixed parameters. Tables 15 and 16 indicate that the best relation to introduce is Q.sub.rep2=Q.sub.eff/3, allowing to save more than 4 user interventions a day (/17%). Note that relation 2/1 (Qrep1Q.sub.eff) is discarded since both Q.sub.eff and Q.sub.rep1 are fixed.
(174) Relation 4/2 (Q.sub.dialQ.sub.rep1) leads to Q.sub.dial=Q.sub.pre which is not compatible with Q.sub.eff=Q.sub.i
(175) TABLE-US-00015 TABLE 15 nb daily nb saved i/j Bag 1 Bag 2 bag changes bag changes 4/2 1 1 9.0 4.49 4/3 1 1 6.2 3.11 2/1 1 2 19.4 6.46 3/2 1 2 9.9 3.31 4/3 1 2 6.2 2.08 3/1 1 3 16.6 4.16 3/1 1 4 16.6 3.33 4/1 1 4 15.68 3.14 3/2 2 3 9.92 1.98 4/3 2 3 6.23 1.25
(176) TABLE-US-00016 TABLE 16 R.sub.ij ID Target R0.sub.k R0.sub.k value Flow rate relation* R.sub.31 R0.sub.3 3.00 Q3 = 0.333 Q1
(177) The above selected R.sub.ij ratios and flow rate relations (table 16) are used by the control unit for computation of flow rates Q.sub.iset (in this case Q.sub.3 and Q.sub.1 respectively corresponding to Q.sub.rep2=391.3 ml/h and Q.sub.dial=905.7 ml/h) as per below table 17.
(178) TABLE-US-00017 TABLE 17 flow rate Adjusted nb of daily Number of saved (initial) flow rate bag changes user interven- circuit (ml/h) (computed) day.sup.1 tions per day Pre 1320 1320 6.34 Dial 550 905.7 4.35 4.35 Post 747 391.3 1.88 PFR 100 100 Effluent 2717 2717 13.04 Total 25.60 4.35 Daily number of user interventions 21.3
(179) To secure the result, the algorithm might be repeated using a different set of initial flow rates; in this case it is verified that the same result is obtained with Q.sub.dial=100 ml/h (=>Q.sub.rep2=1197) as initial flow rate (same result except permutation of Q.sub.rep2 and Q.sub.dial values).
(180) Note that in the above example, in the case adjustment of Q.sub.rep1 is allowed, then NF=2 and 6.5 additional user interventions may be saved by setting Q.sub.rep1=Q.sub.eff/2 (computation steps not reported).
(181) One positive aspect of the present invention is a simplification in setting of treatment prescription.
(182) Moreover, the setting is more intuitive for the medical personnel.
(183) In accordance with certain aspects, frequency of bag/container changes is reduced, with a positive impact on the treatment since lesser interruptions help in providing more continuous and accurate treatment.
(184) Here below the components and corresponding reference numerals used in the detailed description are listed.
(185) TABLE-US-00018 Part Reference numeral extracorporeal blood treatment apparatus 1 filtration unit 2 primary chamber 3 secondary chamber 4 semi-permeable membrane 5 blood withdrawal line 6 blood return line 7 tract 6a bubble trap 8 bubble sensor 8a clamp 9 control unit 10 blood pump 11 user interface 12 an effluent fluid line 13 an effluent fluid container 14 pre-dilution fluid line 15 infusion fluid containers 16, 23, 26 dialysis fluid line 19 dialysis fluid container 20 dialysis pump 21 a post-dilution fluid line 25 effluent fluid pump 17 infusion pumps 18, 27 pre-blood pump infusion line 22 pump on pre-blood pump infusion line 24 line switches 100, 101