Patent Publication Number: US-2019175119-A1

Title: Method and system for providing integrated analyte monitoring and infusion system therapy management

Description:
RELATED APPLICATIONS 
     The present application is a continuation of U.S. patent application Ser. No. 14/263,996 filed Apr. 28, 2014, which is a continuation of U.S. patent application Ser. No. 13/532,346 filed Jun. 25, 2012, issued as U.S. Pat. No. 8,727,982 on May 20, 2014, which is a continuation of U.S. patent application Ser. No. 11/462,974 filed Aug. 7, 2006, issued as U.S. Pat. No. 8,206,296 on Jun. 26, 2012, entitled “Method and System for Providing Integrated Analyte Monitoring and Infusion System Therapy Management”, the disclosures of each of which are incorporated herein by reference for purposes. 
    
    
     BACKGROUND 
     With increasing use of pump therapy for Type 1 diabetic patients, young and old alike, the importance of controlling the infusion device such as external infusion pumps is evident. Indeed, presently available external infusion devices typically include an input mechanism such as buttons through which the patient may program and control the infusion device. Such infusion devices also typically include a user interface such as a display which is configured to display information relevant to the patient&#39;s infusion progress, status of the various components of the infusion device, as well as other programmable information such as patient specific basal profiles. 
     The external infusion devices are typically connected to an infusion set which includes a cannula that is placed transcutaneously through the skin of the patient to infuse a select dosage of insulin based on the infusion device&#39;s programmed basal rates or any other infusion rates as prescribed by the patient&#39;s doctor. Generally, the patient is able to control the pump to administer additional doses of insulin during the course of wearing and operating the infusion device such as for, administering a carbohydrate bolus prior to a meal. Certain infusion devices include food database that has associated therewith, an amount of carbohydrate, so that the patient may better estimate the level of insulin dosage needed for, for example, calculating a bolus amount. 
     However, in general, most estimation or calculation of a bolus amount for administration, or a determination of a suitable basal profile, for that matter, are educated estimates based on the patient&#39;s physiology as determined by the patient&#39;s doctor, or an estimate performed by the patient. Moreover, the infusion devices do not generally include enhancement features that would better assist the diabetic patients to control and/or manage the glucose levels. 
     In view of the foregoing, it would be desirable to have a method and system for providing insulin therapy determination and recommendation based on real time monitored analyte levels of the patient for proactive insulin therapy treatment to improve management of diabetes. 
     SUMMARY OF THE INVENTION 
     In accordance with the various embodiments of the present invention, there are provided method and system for receiving data associated with monitored analyte related levels for a predetermined time period substantially in real time, retrieving one or more therapy profiles associated with the monitored analyte related levels, generating one or more modifications to the retrieved one or more therapy profiles based on the data associated with the monitored analyte related levels. 
     These and other objects, features and advantages of the present invention will become more fully apparent from the following detailed description of the embodiments, the appended claims and the accompanying drawings. 
    
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
         FIG. 1  is a block diagram illustrating an insulin therapy management system in accordance with one embodiment of the present invention; 
         FIG. 2  is a block diagram illustrating the therapeutic fluid delivery device of  FIG. 1  in accordance with one embodiment of the present invention; 
         FIG. 3  is a flow chart illustrating a therapy management procedure based on real time monitored analyte levels in accordance with one embodiment of the present invention; 
         FIG. 4  is a flowchart illustrating an analyte trend information updating procedure based on real time monitored analyte levels in accordance with one embodiment of the present invention; and 
         FIG. 5  is a flowchart illustrating a modified therapy management procedure based on real time monitored analyte levels in accordance with one embodiment of the present invention. 
     
    
    
     DETAILED DESCRIPTION 
     As described in detail below, in accordance with the various embodiments of the present invention, there are provided various embodiments for providing real time or substantially real time monitored levels associated with a patient&#39;s analyte levels, and one or more associated therapy recommendation associated with the monitored analyte levels to provide real time insulin therapy and management. Accordingly, in one embodiment of the present invention, diabetic patients may better control the glucose levels and improve their physiological conditions based on accurate and substantially real time monitoring of glucose levels, and are provided with one or more recommendations for modifying or maintaining the insulin therapy (based on, for example, insulin pump therapy), for real time proactive management of glucose levels. 
       FIG. 1  is a block diagram illustrating an insulin therapy management system for practicing one embodiment of the present invention. Referring to  FIG. 1 , the therapy management system  100  includes an analyte monitoring system  110  operatively coupled to a fluid delivery device  120 , which may be in turn, operatively coupled to a remote terminal  140 . As shown in the Figure, the analyte monitoring system  110  is, in one embodiment, coupled to the patient  130  so as to monitor or measure the analyte levels of the patient. Moreover, the fluid delivery device  120  is coupled to the patient using, for example, an infusion set and tubing connected to a cannula (not shown) that is placed transcutaneously through the skin of the patient so as to infuse medication such as, for example, insulin, to the patient. 
     Referring to  FIG. 1 , in one embodiment the analyte monitoring system  110  in one embodiment may include one or more analyte sensors subcutaneously positioned such that at least a portion of the analyte sensors are maintained in fluid contact with the patient&#39;s analytes. The analyte sensors may include, but are not limited to short term subcutaneous analyte sensors or transdermal analyte sensors, for example, which are configured to detect analyte levels of a patient over a predetermined time period, and after which, a replacement of the sensors is necessary. 
     The one or more analyte sensors of the analyte monitoring system  110  is coupled to a respective one or more of a data transmitter unit which is configured to receive one or more signals from the respective analyte sensors corresponding to the detected analyte levels of the patient, and to transmit the information corresponding to the detected analyte levels to a receiver device, and/or fluid delivery device  120 . That is, over a communication link, the transmitter units may be configured to transmit data associated with the detected analyte levels periodically, and/or intermittently and repeatedly to one or more other devices such as the insulin delivery device and/or the remote terminal  140  for further data processing and analysis. 
     The transmitter units of the analyte monitoring system  110  may in one embodiment, be configured to transmit the analyte related data substantially in real time to the fluid delivery device  120  and/or the remote terminal  140  after receiving it from the corresponding analyte sensors such that the analyte level such as glucose level of the patient  130  may be monitored in real time. In one aspect, the analyte levels of the patient may be obtained using one or more discrete blood glucose testing devices such as blood glucose meters, or continuous analyte monitoring systems such as continuous glucose monitoring systems. 
     Additional analytes that may be monitored, determined or detected by the analyte monitoring system  110  include, for example, acetyl choline, amylase, bilirubin, cholesterol, chorionic gonadotropin, creatine kinase (e.g., CK-MB), creatine, DNA, fructosamine, glucose, glutamine, growth hormones, hormones, ketones, lactate, peroxide, prostate-specific antigen, prothrombin, RNA, thyroid stimulating hormone, and troponin. The concentration of drugs, such as, for example, antibiotics (e.g., gentamicin, vancomycin, and the like), digitoxin, digoxin, drugs of abuse, theophylline, and warfarin, may also be determined. 
     Moreover, within the scope of the present invention, the transmitter units of the analyte monitoring system  110  may be configured to directly communicate with one or more of the remote terminal  140  or the fluid delivery device  120 . Furthermore, within the scope of the present invention, additional devices may be provided for communication in the analyte monitoring system  110  including additional receiver/data processing unit, remote terminals (such as a physician&#39;s terminal and/or a bedside terminal in a hospital environment, for example. In addition, within the scope of the present invention, one or more of the analyte monitoring system  110 , the fluid delivery device  120  and the remote terminal  140  may be configured to communicate over a wireless data communication link such as, but not limited to a radio frequency (RF) communication link, Bluetooth® communication link, infrared communication link, or any other type of suitable wireless communication connection between two or more electronic devices, which may further be uni-directional or bi-directional communication between the two or more devices. Alternatively, the data communication link may include wired cable connection such as, for example, but not limited to RS232 connection, USB connection, or serial cable connection. 
     Referring back to  FIG. 1 , in one embodiment, the analyte monitoring system  110  includes a strip port configured to receive a test strip for capillary blood glucose testing. In one aspect, the glucose level measured using the test strip may in addition, be configured to provide periodic calibration of the analyte sensors of the analyte monitoring system  110  to assure and improve the accuracy of the analyte levels detected by the analyte sensors. 
     Additional detailed description of the continuous analyte monitoring system, its various components including the functional descriptions of the sensor, transmitter unit, receiver unit, and remote terminal/data processing terminal are provided in U.S. Pat. No. 6,175,752 issued Jan. 16, 2001 entitled “Analyte Monitoring Device and Methods of Use”, and in application Ser. No. 10/745,878 filed Dec. 26, 2003, issued as U.S. Pat. No. 7,811,231, entitled “Continuous Glucose Monitoring System and Methods of Use”, each assigned to the Assignee of the present application. 
     Referring again to  FIG. 1 , the fluid delivery device  120  may include in one embodiment, but not limited to, an external infusion device such as an external insulin infusion pump, an implantable pump, a pen-type insulin injector device, an on-body patch pump, an inhalable infusion device for nasal insulin delivery, or any other type of suitable delivery system. In addition, the remote terminal  140  in one embodiment may include for example, a desktop computer terminal, a data communication enabled kiosk, a laptop computer, a handheld computing device such as a personal digital assistant (PDAs), or a data communication enabled mobile telephone. 
       FIG. 2  is a block diagram of an insulin delivery device of  FIG. 1  in one embodiment of the present invention. Referring to  FIG. 2 , the fluid delivery device  120  in one embodiment includes a processor  210  operatively coupled to a memory unit  240 , an input unit  220 , a display unit  230 , an output unit  260 , and a fluid delivery unit  250 . In one embodiment, the processor  210  includes a microprocessor that is configured to and capable of controlling the functions of the fluid delivery device  120  by controlling and/or accessing each of the various components of the fluid delivery device  120 . In one embodiment, multiple processors may be provided as a safety measure and to provide redundancy in case of a single processor failure. Moreover, processing capabilities may be shared between multiple processor units within the insulin delivery device  120  such that pump functions and/or control may be performed faster and more accurately. 
     Referring back to  FIG. 2 , the input unit  220  operatively coupled to the processor  210  may include a jog dial, key pad buttons, a touch pad screen, or any other suitable input mechanism for providing input commands to the fluid delivery device  120 . More specifically, in case of a jog dial input device, or a touch pad screen, for example, the patient or user of the fluid delivery device  120  will manipulate the respective jog dial or touch pad in conjunction with the display unit  230  which performs as both a data input and output units. The display unit  230  may include a touch sensitive screen, an LCD screen, or any other types of suitable display unit for the fluid delivery device  120  that is configured to display alphanumeric data as well as pictorial information such as icons associated with one or more predefined states of the fluid delivery device  120 , or graphical representation of data such as trend charts and graphs associated with the insulin infusion rates, trend data of monitored glucose levels over a period of time, or textual notification to the patients. 
     Referring to  FIG. 2 , the output unit  260  operatively coupled to the processor  210  may include audible alarm including one or more tones and/or preprogrammed or programmable tunes or audio clips, or vibratory alert features having one or more pre-programmed or programmable vibratory alert levels. In one embodiment, the vibratory alert may also assist in priming the infusion tubing to minimize the potential for air or other undesirable material in the infusion tubing. Also shown in  FIG. 2  is the fluid delivery unit  250  which is operatively coupled to the processor  210  and configured to deliver the insulin doses or amounts to the patient from the insulin reservoir or any other types of suitable containment for insulin to be delivered (not shown) in the fluid delivery device  120  via an infusion set coupled to a subcutaneously positioned cannula under the skin of the patient. 
     Referring yet again to  FIG. 2 , the memory unit  240  may include one or more of a random access memory (RAM), read only memory (ROM), or any other types of data storage units that is configured to store data as well as program instructions for access by the processor  210  and execution to control the fluid delivery device  120  and/or to perform data processing based on data received from the analyte monitoring system  110 , the remote terminal  140 , the patient  130  or any other data input source. 
       FIG. 3  is a flow chart illustrating insulin therapy management procedure based on real time monitored analyte levels in accordance with one embodiment of the present invention. Referring to  FIG. 3 , in one embodiment of the present invention, a predetermined number of consecutive glucose levels are received or detected over a predetermined or defined time period ( 310 ). For example, in one embodiment, referring to  FIG. 1 , the monitored glucose levels of a patient is substantially continuously received or detected substantially in real time for a predetermined time period. In one embodiment, the predefined time period may include one or more time periods, the data within which may provide a therapeutically meaningful basis for associated data analysis. 
     That is, the predefined time period of the real time monitored glucose data in one embodiment may include one or more time periods sufficient to provide glucose trend information or sufficient to provide analysis of glucose levels to adjust insulin therapy on an on-going, and substantially real time basis. For example, the predefined time period in one embodiment may include one or more of a 30 minute time period, a 45 minute time period, a one hour time period, a two hour time period and a 6 hour time period. While exemplary predefined time periods are provided herein, within the scope of the present invention, any suitable predefined time period may be employed as may be sufficient to be used for glucose trend determination and/or therapy related determinations (such as, for example, modification of existing basal profiles, calculation of temporary basal profile, or determination of a bolus amount). 
     Referring back to  FIG. 3 , the consecutive glucose levels received over the predefined time period in one embodiment may not be entirely consecutive due to, for example, data transmission errors and/or one or more of potential failure modes associated with data transmission or processing. As such, in one embodiment of the present invention, there is provided a predetermined margin of error for the received real time glucose data such that, a given number of data points associated with glucose levels which are erroneous or alternatively, not received from the glucose sensor, may be ignored or discarded. 
     Referring back to  FIG. 3 , upon receiving the predetermined number of glucose levels over a predefined time period, the glucose trend information based on the received glucose levels is updated ( 320 ). For example, in one embodiment, the glucose trend information estimating the rate of change of the glucose levels may be determined, and based upon which the projected level of glucose may be calculated. Indeed, in one embodiment, the glucose trend information may be configured to provide extrapolated glucose level information associated with the glucose level movement based on the real time glucose data received from the glucose sensor. That is, in one embodiment, the real time glucose levels monitored are used to determine the rate at which the glucose levels is either increasing or decreasing (or remaining substantially stable at a given level). Based on such information and over a predetermined time period, a glucose projected information may be determined. 
     Referring again to  FIG. 3 , the therapy related parameters associated with the monitored real time glucose levels is updated ( 330 ). That is, in one embodiment, one or more insulin therapy related parameters of an insulin pump such as including, but not limited to, insulin on board information associated with the fluid delivery device  120  ( FIG. 1 ), insulin sensitivity level of the patient  130  ( FIG. 1 ), insulin to carbohydrate ratio, and insulin absorption rate. Thereafter, in one embodiment, one or more modifications to the current therapy profile are determined ( 340 ). That is, in one embodiment of the present invention, one or more current basal profiles, calculated bolus levels, temporary basal profiles, and/or any other suitable pre-programmed insulin delivery profiles stored in the fluid delivery device  120  ( FIG. 1 ) for example, are retrieved and analyzed based on one or more of the received real time glucose levels, the updated glucose trend information, and the updated therapy related parameters. 
     Referring back to  FIG. 3 , after determining one or more modifications to the therapy profiles, the modified one or more therapy profiles is generated and output to the patient  130  ( FIG. 1 ) ( 350 ) so that the patient  130  may select, store and/or ignore the one or more modified therapy profiles based on one or more of the monitored real time glucose values, updated glucose trend information, and updated therapy related parameters. 
     For example, in one embodiment, the patient  130  may be provided with a recommended temporary basal profile based on the monitored real time glucose levels over a predetermined time period as well as the current basal profile which is executed by the fluid delivery device  120  ( FIG. 1 ) to deliver a predetermined level of insulin to the patient  130  ( FIG. 1 ). Alternatively, the patient  130  in a further embodiment may be provided with one or more additional recommended actions for selection as the patient sees suitable to enhance the insulin therapy based on the real time monitored glucose levels. For example, the patient may be provided with a recommended correction bolus level based on the real time monitored glucose levels and the current basal profile in conjunction with, for example, the patient&#39;s insulin sensitivity and/or insulin on board information. 
     In this manner, in one embodiment of the present invention, based on real time monitored glucose levels, the patient may be provided with on-going, real time insulin therapy options and modifications to the pre-programmed insulin delivery basal profiles so as to improve upon the initially programmed therapy profiles based on the monitored real time glucose data. 
       FIG. 4  is a flowchart illustrating analyte trend information updating procedure based on real time monitored analyte levels in accordance with one embodiment of the present invention. Referring to  FIG. 4 , in one embodiment, real time data associated with monitored analyte levels is received ( 410 ). Thereafter it is determined whether the real time data has been received for a predetermined time period ( 420 ). If it is determined that the real time data has not been received for at least the predetermined time period, then the routine continues to receive the real time data associated with the monitored analyte levels such as glucose levels. 
     On the other hand, referring back to  FIG. 4 , if it is determined that the real time data associated with the monitored analyte levels have been received for the predetermined time period (for example, as described above in conjunction with  FIG. 3 ), then, the received real time data associated with the monitored analyte levels is stored ( 430 ). Thereafter, analyte level trend information is determined based on the received real time data associated with the monitored analyte levels ( 440 ). 
     For example, in one embodiment, the real time data associated with the monitored analyte levels is analyzed and an extrapolation of the data based on the rate of change of the monitored analyte levels is determined. That is, the real time data associated with the monitored analyte levels is used to determined the rate at which the monitored analyte level changed over the predetermined time period, and accordingly, a trend information is determined based on, for example, the determined rate at which the monitored analyte level changed over the predetermined time period. 
     In a further embodiment, the trend information based on the real time data associated with the monitored analyte levels may be dynamically modified and continuously updated based on the received real time data associated with the monitored analyte levels for one or more predetermined time periods. As such, in one embodiment, the trend information may be configured to dynamically change and be updated continuously based on the received real time data associated with the monitored analyte levels. 
       FIG. 5  is a flowchart illustrating modified therapy management procedure based on real time monitored analyte levels in accordance with one embodiment of the present invention. Referring to  FIG. 5 , in one embodiment, the current therapy parameters are retrieved ( 510 ) and, the retrieved current therapy parameters are analyzed based on the received real time data associated with the monitored analyte levels and/or updated analyte trend information ( 520 ). For example, one or more preprogrammed basal profiles, correction bolus, carbohydrate bolus, temporary basal and associated parameters are retrieved and analyzed based on, for example, the received real time data associated with the monitored analyte levels and/or updated analyte trend information, and further, factoring in the insulin sensitivity of the patient as well as insulin on board information. 
     Referring to  FIG. 5 , based upon the analysis of the current therapy parameters, one or more modified therapy profiles are calculated ( 530 ). That is, based upon the real time glucose levels monitored by the analyte monitoring system  110  ( FIG. 1 ), a modification or adjustment to the pre-programmed basal profiles of the fluid delivery device  120  ( FIG. 1 ) may be determined, and the modified therapy profiles are output to the patient  130  ( FIG. 1 ) ( 540 ). That is, the modification or adjustment to the pre-programmed basal profiles may be provided to the patient for review and/or execution to implement the recommended modification or adjustment to the pre-programmed basal profiles. 
     In this manner, the patient may be provided with one or more adjustments to the existing or current basal profiles or any other pre-programmed therapy profiles based on continuously monitored physiological levels of the patient such as analyte levels of the patient. Indeed, in one embodiment of the present invention, using continuously monitored glucose levels of the patient, modification or adjustment to the pre-programmed basal profiles may be calculated and provided to the patient for review and implementation as desired by the patient. In this manner, for example, a diabetic patient may improve the insulin therapy management and control. 
     Within the scope of the present invention, the processes and routines described in conjunction with  FIGS. 3-5  may be performed by the analyte monitoring system  110  ( FIG. 1 ) and/or the fluid delivery device  120  ( FIG. 1 ). Furthermore, the output of information associated with the modified therapy parameters, trend information, and/or real time data associated with the monitored analyte levels may be displayed on a display unit of the receiver of the analyte monitoring system  110  ( FIG. 1 ), or the infusion device display of the fluid delivery device  120  ( FIG. 1 ) or both. Alternatively, one or more such information may be output to the patient audibly as sound signal output. 
     In this manner, in accordance with the various embodiments of the present invention, there are provided methods and system for providing information associated with the direction and rate of change of analyte (e.g., glucose) levels for determination of, for example, bolus or basal rate change recommendations, for comparing expected glucose level changes to actual real time glucose level changes to update, for example, insulin sensitivity factor in an ongoing basis, and for automatically confirming the monitored glucose values within a preset time period (e.g., 30 minutes) after insulin therapy initiation to determine whether the initiated therapy is having the intended therapeutic effect. 
     Indeed, in accordance with the various embodiments of the present invention, the use of glucose trend information in insulin delivery rate determinations provides for a more accurate insulin dosing and may lead to a decrease in hypoglycemic events and improved HbAlCs. 
     Accordingly, a method in one embodiment of the present invention includes receiving data associated with monitored analyte related levels for a predetermined time period substantially in real time, retrieving one or more therapy profiles associated with the monitored analyte related levels, generating one or more modifications to the retrieved one or more therapy profiles based on the data associated with the monitored analyte related levels. 
     The method may further include displaying the generated one or more modifications to the retrieved one or more therapy profiles. 
     In one aspect, the generated one or more modifications to the retrieved one or more therapy profiles may be displayed as one or more of an alphanumeric output display, a graphical output display, an icon display, a video output display, a color display or an illumination display. 
     In a further aspect, the predetermined time period may include a time period between 15 minutes and six hours. 
     The one or more therapy profiles in yet another aspect may include a basal profile, a correction bolus, a temporary basal profile, an insulin sensitivity, an insulin on board level, and an insulin absorption rate. 
     In still another aspect, retrieving the one or more therapy profiles associated with the monitored analyte related levels may include retrieving a current analyte rate of change information. 
     In yet still another aspect, generating the one or more modifications to the retrieved one or more therapy profiles may include determining a modified analyte rate of change information based on the received data associated with monitored analyte related levels. 
     Moreover, the method may further include generating an output alert based on the modified analyte rate of change information. 
     Still, the method may also include determining an analyte level projection information based on the modified analyte rate of change information. 
     A system for providing diabetes management in accordance with another embodiment of the present invention includes an interface unit, one or more processors coupled to the interface unit, a memory for storing instructions which, when executed by the one or more processors, causes the one or more processors to receive data associated with monitored analyte related levels for a predetermined time period substantially in real time, retrieve one or more therapy profiles associated with the monitored analyte related levels, and generate one or more modifications to the retrieved one or more therapy profiles based on the data associated with the monitored analyte related levels. 
     The interface unit may include an input unit and an output unit, the input unit configured to receive the one or more analyte related data, and the output unit configured to output the one or more of the generated modifications to the retrieved one or more therapy profiles. 
     The interface unit and the one or more processors in a further embodiment may be operatively coupled to one or more of a housing of an infusion device or a housing of an analyte monitoring system. 
     The infusion device may include one of an external insulin pump, an implantable insulin pump, an on-body patch pump, a pen-type injection device, an inhalable insulin delivery system, and a transdermal insulin delivery system. 
     The memory in a further aspect may be configured for storing instructions which, when executed by the one or more processors, causes the one or more processors to display the generated one or more modifications to the retrieved one or more therapy profiles. 
     Further, the memory may be configured for storing instructions which, when executed by the one or more processors, causes the one or more processors to display the generated one or more modifications to the retrieved one or more therapy profiles as one or more of an alphanumeric output display, a graphical output display, an icon display, a video output display, a color display or an illumination display. 
     In one aspect, the predetermined time period may include one of a time period between 15 minutes and six hours. 
     The one or more therapy profiles may include a basal profile, a correction bolus, a temporary basal profile, an insulin sensitivity, an insulin on board level, and an insulin absorption rate. 
     In another aspect, the memory may be further configured for storing instructions which, when executed by the one or more processors, causes the one or more processors to retrieve a current analyte rate of change information. 
     In still another aspect, the memory may be further configured for storing instructions which, when executed by the one or more processors, causes the one or more processors to determine a modified analyte rate of change information based on the received data associated with monitored analyte related levels. 
     Additionally, in yet still another aspect, the memory may be further configured for storing instructions which, when executed by the one or more processors, causes the one or more processors to generate an output alert based on the modified analyte rate of change information. 
     Further, the memory may be further configured for storing instructions which, when executed by the one or more processors, causes the one or more processors to determine an analyte level projection information based on the modified analyte rate of change information. 
     A system for providing diabetes management in accordance with yet another embodiment of the present invention includes an analyte monitoring system configured to monitor analyte related levels of a patient substantially in real time, a medication delivery unit operatively for wirelessly receiving data associated with the monitored analyte level of the patient substantially in real time from the analyte monitoring system, a data processing unit operatively coupled to the one or more of the analyte monitoring system or the medication delivery unit, the data processing unit configured to retrieve one or more therapy profiles associated with the monitored analyte related levels, and generate one or more modifications to the retrieved one or more therapy profiles based on the data associated with the monitored analyte related levels. 
     In one aspect, the analyte monitoring system may be configured to wirelessly communicate with the medication delivery unit over a radio frequency (RF) communication link, a Bluetooth® communication link, an Infrared communication link, or a local area network (LAN). 
     The various processes described above including the processes performed by the processor  210  in the software application execution environment in the fluid delivery device  120  as well as any other suitable or similar processing units embodied in the analyte monitoring system  110  and the remote terminal  140 , including the processes and routines described in conjunction with  FIGS. 3-5 , may be embodied as computer programs developed using an object oriented language that allows the modeling of complex systems with modular objects to create abstractions that are representative of real world, physical objects and their interrelationships. The software required to carry out the inventive process, which may be stored in the memory unit  240  (or similar storage devices in the analyte monitoring system  110  and the remote terminal  140 ) of the processor  210 , may be developed by a person of ordinary skill in the art and may include one or more computer program products. 
     Various other modifications and alterations in the structure and method of operation of this invention will be apparent to those skilled in the art without departing from the scope and spirit of the invention. Although the invention has been described in connection with specific preferred embodiments, it should be understood that the invention as claimed should not be unduly limited to such specific embodiments. It is intended that the following claims define the scope of the present invention and that structures and methods within the scope of these claims and their equivalents be covered thereby.