Data from: Wireless knee joint monitoring utilizing biodegradable single-ended pressure sensor in osteoarthritis management
Data files
May 27, 2026 version files 327.59 MB
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Fig2B_raw.zip
518.63 KB
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Fig2C_XRD_raw.csv
41.91 KB
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Fig2E_PiezoResponse_raw.csv
840 B
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Fig2F_MoResistanceChanges_raw.csv
1.10 KB
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Fig2G_DegradationTest_raw.csv
464 B
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Fig2I_ExplantedKneeJointTest_raw.csv
10.47 MB
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Fig3A_Hemolysis_raw.xlsx
12.84 KB
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Fig3B_CellViability_raw.csv
603 B
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Fig3C_raw.zip
0 B
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Fig3D_raw.zip
4.25 KB
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Fig4A_FunctionalLifetime_raw.zip
7.41 MB
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Fig4B_RelativePerformanceChange_raw.csv
1.68 KB
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Fig4D_RelativeFunctionalDegradation_raw.csv
1.22 KB
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Fig4E_SubQImplantPerformance_raw.csv
10.10 MB
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Fig5D_RabbitBriefStanceTransitions_raw.csv
367 B
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Fig5E_RabbitContinuousWeightBearing_raw.csv
415 B
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Fig5F_RabbitKneeJointLoading_raw.csv
1.07 KB
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Fig5G_raw.zip
62.66 MB
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Fig5H_ICRS_raw.csv
943 B
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README.md
17.74 KB
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SFig10D_BluetoothModuleWeight_raw.csv
496 B
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SFig11_raw.zip
14.52 MB
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SFig1A_DynamicRange_raw.csv
976 B
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SFig1B_HysteresisTest_raw.csv
910 B
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SFig1C_FrequencyDependency_raw.csv
63.60 MB
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SFig1D_LinearRegressionAnalysis_raw.csv
1.39 KB
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SFig3A_FatigueTest_raw.csv
111.27 MB
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SFig3B_FatigueQuantitativeAnalysis_raw.csv
2.12 KB
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SFig4B_IntracranialPressure_raw.csv
1 MB
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SFig5AB_BaselineNoise_raw.csv
3.24 MB
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SFig6_SubQImplantNonPiezoelectricPerformance_raw.csv
3.74 MB
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SFig7A_BaselineNoise_raw.csv
5.76 MB
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SFig7B_BaselineNoiseAnalysis_raw.csv
1.04 KB
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SFig7C_BaselineChange_raw.csv
353 B
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SFig7D_BluetoothBaselineStability_raw.csv
23.38 KB
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SFig8_raw.zip
33.16 MB
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StatsForAllFigs.xlsx
17.16 KB
Abstract
This dataset contains the experimental measurements supporting the development, electromechanical characterization, and biological evaluation of a fully biodegradable, single-electrode piezoelectric pressure sensor. This includes long-term functional stability data demonstrating the device's signal integrity for over two months. Furthermore, it provides raw and processed data files from ex vivo simulations, validating the sensor's accuracy in tracking intracranial pressure and dynamic knee joint movements. The in vivo datasets, derived from a rabbit model, consist of real-time electrical signal recordings of intra-articular knee joint loading captured during natural physical activities. Finally, the data includes the corresponding in vitro and in vivo biocompatibility assay data and histological evaluations confirming the safety and tissue integration of the transient platform.
Dataset DOI: 10.5061/dryad.ttdz08mcd
Description of the data and file structure
This dataset contains the underlying raw data used to generate the figures in the manuscript. The data files are organized and named to correspond directly with their respective figure numbers in the article.
Files and variables
File: Fig2B_raw.zip
Description: Scanning electron microscope (SEM) images of aligned piezoelectric PLLA nanofibers and randomly oriented non-piezoelectric PLLA nanofibers
File: Fig2E_PiezoResponse_raw.csv
Description: Piezoelectric responses of aligned and random PLLA nanofiber films under varying applied forces.
Variables
- Force_N_Aligned: Applied Force (N) to Aligned PLLA nanofiber films
- ChargeOutput_pC_Algined: Charge output (pC) of Aligned PLLA nanofiber films
- Force_N_Random: Applied Force (N) to Random PLLA nanofiber films
- ChargeOutput_pC_Random: Charge output (pC) of Random PLLA nanofiber films
File: Fig2C_XRD_raw.csv
Description: X-ray diffraction (XRD) spectra of aligned and random PLLA nanofiber films
Variables
- Degree_Aligned: degree (2
θ)
- Intensity_Aligned: Intensity (a.u.) of Aligned PLLA nanofiber film
- Degree_Random: degree (2
θ)
- Intensity_Random: Intensity (a.u.) of Random PLLA nanofiber film
File: Fig2F_MoResistanceChanges_raw.csv
Description: Relative resistance changes of Mo electrodes with and without PLA encapsulation during immersion in PBS at 37 ˚C
Variables
- Time_week: Time (week)
- mOhm_BareMo_S1: Electrical Resistance of Bare Molybdenum sample 1 (mOhm)
- mOhm_BareMo_S2: Electrical Resistance of Bare Molybdenum sample 2 (mOhm)
- mOhm_BareMo_S3: Electrical Resistance of Bare Molybdenum sample 3 (mOhm)
- mOhm_PLAencapsulatedMo_S1: Electrical Resistance of PLA-encapsulated Molybdenum sample 1 (mOhm)
- mOhm_PLAencapsulatedMo_S2: Electrical Resistance of PLA-encapsulated Molybdenum sample 2 (mOhm)
- mOhm_PLAencapsulatedMo_S3: Electrical Resistance of PLA-encapsulated Molybdenum sample 3 (mOhm)
File: Fig2G_DegradationTest_raw.csv
Description: Accelerated degradation of the biodegradable pressure sensor in PBS at 60 ˚C
Variables
- Time_week: Time (week)
- RemainingWeight_g_Sample1: Remaining weight of the sensor sample 1 (g)
- RemainingWeight_g_Sample2: Remaining weight of the sensor sample 2 (g)
- RemainingWeight_g_Sample3: Remaining weight of the sensor sample 3 (g)
File: Fig3B_CellViability_raw.csv
Description: Viability of BMSCs seeded with the biodegradable sensor compared with control (cells only) at 1, 3, 7, and 14 days
Variables
- Time_day: Time (day)
- Control_1: Cell viability of Control (cell only) sample 1 (%)
- Control_2: Cell viability of Control (cell only) sample 2 (%)
- Control_3: Cell viability of Control (cell only) sample 3 (%)
- Control_4: Cell viability of Control (cell only) sample 4 (%)
- Control_5: Cell viability of Control (cell only) sample 5 (%)
- Sensor_1: Cell viability of Experimental group (sensor + cell) sample 1 (%)
- Sensor_2: Cell viability of Experimental group (sensor + cell) sample 2 (%)
- Sensor_3: Cell viability of Experimental group (sensor + cell) sample 3 (%)
- Sensor_4: Cell viability of Experimental group (sensor + cell) sample 4 (%)
- Sensor_5: Cell viability of Experimental group (sensor + cell) sample 5 (%)
File: Fig2I_ExplantedKneeJointTest_raw.csv
Description: Comparison of knee joint loading signals recorded by the PLLA sensor and the commercial sensor
Variables
- Time_s_Biodegradable: Measured Time (s) using Biodegradable sensor
- Pressure_kPa_Biodegradable: Measured Pressure (kPa) using Biodegradable sensor
- Time_s_Commercial: Measured Time (s) using Commercial sensor
- Pressure_kPa_Commercial: Measured Pressure (kPa) using Commercial sensor
File: Fig3A_Hemolysis_raw.xlsx
Description: Hemolysis testing of PLLA, Mo, and the combination of PLLA and Molybdenum (Mo), with normal saline (negative control) and deionized water (positive control)
File: Fig3D_raw.zip
Description: Relative gene expression of chondrogenic markers COL2A1, ACAN, and SOX9 in BMSCs cultured with the biodegradable sensor and without the sensor (control), along with Glycosaminoglycan (GAGs) content
File: Fig3C_raw.zip
Description: Live/dead cell imaging assay of BMSCs incubated with the biodegradable sensor and without the sensor (control). Live cells are stained green, dead cells are stained red.
File: Fig4A_FunctionalLifetime_raw.zip
Description: Pressure-sensing response of differential and single-ended configurations during immersion in PBS at 37 ˚C, monitored for 11 weeks (W0, 2, 4, 9, 11). Prior to the experiment, the sensors were pre-calibrated to convert their voltage outputs to pressure readings.
File: Fig4B_RelativePerformanceChange_raw.csv
Description: Comparative pressure-sensing response of differential and single-ended configurations during immersion in PBS at 37 ˚C, monitored for 11 weeks
Variables
- W0: Performance change (%) at Week 0
- W2: Performance change (%) at Week 2
- W4: Performance change (%) at Week 4
- W9: Performance change (%) at Week 9
- W11: Performance change (%) at Week 11
File: Fig4D_RelativeFunctionalDegradation_raw.csv
Description: Relative functional degradation of implanted biodegradable sensors over time, compared with an external commercial sensor
Variables
- W0: Relative functional degradation (%) at Week 0
- W4: Relative functional degradation (%) at Week 4
- W7: Relative functional degradation (%) at Week 7
- W8: Relative functional degradation (%) at Week 8
File: Fig5D_RabbitBriefStanceTransitions_raw.csv
Description: Representative recordings from an implanted sensor in a rabbit during brief stance transitionsVariables
- Time_s: Time (s)
- Pressure_kPa: Measured Pressure (kPa)
File: Fig5F_RabbitKneeJointLoading_raw.csv
Description: Evaluation of knee joint loading pressure under stationary and moving conditions using data from an implanted sensor
Variables
- Pressure_kPa_Stance1: Measured Pressure during brief stance (resting and movement), independent case 1
- Pressure_kPa_Stance2: Measured Pressure during brief stance (resting and movement), independent case 2
- Pressure_kPa_Stance3: Measured Pressure during brief stance (resting and movement), independent case 3
- Pressure_kPa_Stance4: Measured Pressure during brief stance (resting and movement), independent case 4
- Pressure_kPa_Stance5: Measured Pressure during brief stance (resting and movement), independent case 5
File: Fig5E_RabbitContinuousWeightBearing_raw.csv
Description: Representative recordings from an implanted sensor in a rabbit during continuous weight-bearing stances–resting, body partially supported by forelimbs, brief standing, and hopping and standing
Variables
- Time_s: Time (s)
- Pressure_kPa: Measured Pressure (kPa)
File: Fig4E_SubQImplantPerformance_raw.csv
Description: Performance of implanted sensors with piezoelectric PLLA films up to 8 weeks.
Variables
- Time_s_Biodegradable_W0: Time (s) at week 0
- Pressure_kPa_Biodegradable_W0: Measured Pressure (kPa) using Biodegradable sensor at week 0
- Time_s_Commercial_W0: Time (s) at week 0
- Pressure_kPa_Commercial_W0: Measured Pressure (kPa) using Commercial sensor at week 0
- Time_s_Biodegradable_W7: Time (s) at week 7
- Pressure_kPa_Biodegradable_W7: Measured Pressure (kPa) using Biodegradable sensor at week 7
- Time_s_Commercial_W7: Time (s) at week 7
- Pressure_kPa_Commercial_W7: Measured Pressure (kPa) using Commercial sensor at week 7
- Time_s_Biodegradable_W8: Time (s) at week 8
- Pressure_kPa_Biodegradable_W8: Measured Pressure (kPa) using Biodegradable sensor at week 8
- Time_s_Commercial_W8: Time (s) at week 8
- Pressure_kPa_Commercial_W8: Measured Pressure (kPa) using Commercial sensor at week 8
File: Fig5G_raw.zip
Description: Histological evaluation of femoral and tibial cartilage using H&E and Safranin O/Fast Green staining in the implantation group and the control (no implantation) group at one month
File: Fig5H_ICRS_raw.csv
Description: Quantitative assessment was performed using the International Cartilage Repair Society (ICRS) histological scoring system.
File: SFig1A_DynamicRange_raw.csv
Description: Dynamic range of the piezoelectric response. Inset: representative charge output signal.
Variables
- Force_N: Applied Force (N) to the sensor
- ChargeOutput_pC: Charge output (pC) of the sensor
- Linear Fitting_1: Linear fitting line in the first region
- Linear Fitting_2: Linear fitting line in the second region
File: SFig1B_HysteresisTest_raw.csv
Description: Hysteresis test of the piezoelectric response under cyclic loading. The force was swept for 10 cycles, with 40 N applied at 1 Hz.
Variables
- Force_N_Cycle1: Applied Force (N) to the sensor during Cycle 1
- ChargeOutput_pC_Cycle1: Charge output (pC) of the sensor during Cycle 1
- Force_N_Cycle5: Applied Force (N) to the sensor during Cycle 5
- ChargeOutput_pC_Cycle5: Charge output (pC) of the sensor during Cycle 5
- Force_N_Cycle10: Applied Force (N) to the sensor during Cycle 10
- ChargeOutput_pC_Cycle10: Charge output (pC) of the sensor during Cycle 10
File: SFig1D_LinearRegressionAnalysis_raw.csv
Description: Linear regression analysis between the biodegradable sensor and the reference sensor demonstrates a strong correlation.
Variables
- BiodegradableSensor_Output_N: Measured output pressure (N) using the biodegradable sensor
- ReferenceSensor_Output_N: Measured output pressure (N) using Reference sensor
File: SFig1C_FrequencyDependency_raw.csv
Description: Representative charge output signals of the sensor at different force frequencies.
Variables
- Time_s: Time (s)
- ChargeOutput_pC_0.8Hz: Charge output of the sensor (pC) at 0.8Hz
- Time_s: Time (s)
- ChargeOutput_pC_0.9Hz: Charge output of the sensor (pC) at 0.9Hz
- Time_s: Time (s)
- ChargeOutput_pC_1.0Hz: Charge output of the sensor (pC) at 1.0Hz
- Time_s: Time (s)
- ChargeOutput_pC_1.1Hz: Charge output of the sensor (pC) at 1.1Hz
- Time_s: Time (s)
- ChargeOutput_pC_1.2Hz: Charge output of the sensor (pC) at 1.2Hz
- Time_s: Time (s)
- ChargeOutput_pC_1.5Hz: Charge output of the sensor (pC) at 1.5Hz
- Time_s: Time (s)
- ChargeOutput_pC_1.8Hz: Charge output of the sensor (pC) at 1.8Hz
- Time_s: Time (s)
- ChargeOutput_pC_2.0Hz: Charge output of the sensor (pC) at 2.0Hz
- Time_s: Time (s)
- ChargeOutput_pC_3.0Hz: Charge output of the sensor (pC) at 3.0Hz
- Time_s: Time (s)
- ChargeOutput_pC_5.0Hz: Charge output of the sensor (pC) at 5.0Hz
File: SFig3B_FatigueQuantitativeAnalysis_raw.csv
Description: Quantitative analysis of signal retention as a function of cycle number.
Variables
- ChargeOutput_pC_Initial: Charge output (pC) during initial measurement
- ChargeOutput_pC_8000: Charge output (pC) after 8000 cycles
- ChargeOutput_pC_12000: Charge output (pC) after 12000 cycles
- ChargeOutput_pC_28000: Charge output (pC) after 28000 cycles
- ChargeOutput_pC_44000: Charge output (pC) after 44000 cycles
- ChargeOutput_pC_52000: Charge output (pC) after 52000 cycles
- ChargeOutput_pC_56000: Charge output (pC) after 56000 cycles
- ChargeOutput_pC_60000: Charge output (pC) after 60000 cycles
- SignalRetention_%_Initial: Signal retention (%) during initial measurement
- SignalRetention_%_8000: Signal retention (%) after 8000 cycles
- SignalRetention_%_12000: Signal retention (%) after 12000 cycles
- SignalRetention_%_28000: Signal retention (%) after 28000 cycles
- SignalRetention_%_44000: Signal retention (%) after 44000 cycles
- SignalRetention_%_52000: Signal retention (%) after 52000 cycles
- SignalRetention_%_56000: Signal retention (%) after 56000 cycles
- SignalRetention_%_60000: Signal retention (%) after 6000 cycles
File: SFig4B_IntracranialPressure_raw.csv
Description: Comparison of simulated intracranial pressure recordings obtained from the biodegradable sensor and the commercial sensor.
Variables
- Time_s_Biodegradable: Time (s)
- Pressure_mmHg_Biodegradable: Measured pressure (mmHg) using Biodegradable sensor
- Time_s_Commercial: Time (s)
- Pressure_mmHg_Commercial: Measured pressure (mmHg) using Commercial sensor
File: SFig6_SubQImplantNonPiezoelectricPerformance_raw.csv
Description: Performance of a biodegradable sensor with non-piezoelectric PLLA film, subcutaneously implanted in the dorsal region of a rat.
Variables
- Time_s_Biodegradable: Time (s)
- Pressure_kPa_Biodegradable: Measured pressure (kPa) using Biodegradable sensor
- Time_s_Commercial: Time (s)
- Pressure_kPa_Commercial: Measured pressure (kPa) using Commercial sensor
File: SFig7B_BaselineNoiseAnalysis_raw.csv
Description: Comparison of baseline noise amplitude for the implanted sensor with grounding and without grounding.
Variables
- WithGrounding: Baseline noise amplitude (mV) of the sensor with grounding
- WithoutGrounding: Baseline noise amplitude (mV) of the sensor without grounding
File: SFig7A_BaselineNoise_raw.csv
Description: Representative baseline signals of the implanted biodegradable sensor recorded with and without grounding to the rat
Variables
- Time_s_WithGrounding: Time (s)
- Output_V_WithGrounding: Baseline (V) using Biodegradable sensor with grounding
- Time_s_WithoutGrounding: Time (s)
- Output_V_WithoutGrounding: Baseline (V) using Biodegradable sensor without grounding
File: SFig5AB_BaselineNoise_raw.csv
Description: Baseline noise of the biodegradable sensor signals. Representative steady-state baseline signals of the single-ended configuration and the differential configuration.
Variables
- Time_s_SingleEnded: Time (s)
- Baseline_mV_SingleEnded: Baseline (mV) using Biodegradable sensor with single-ended configuration
- Time_s_Differential: Time (s)
- Baseline_mV_Differential: Baseline (mV) using Biodegradable sensor with differential configuration
File: SFig7C_BaselineChange_raw.csv
Description: Baseline drift over time is measured directly using an oscilloscope.
Variables
- Time_Minute: time (minute)
- BaselineChange_mV: Baseline change (mV)
File: SFig10D_BluetoothModuleWeight_raw.csv
Description: Weight of the retrieved modules from the animals.
Variables
- BluetoothModule: Weight of the Bluetooth modules (g)
File: SFig7D_BluetoothBaselineStability_raw.csv
Description: Baseline stability of the Bluetooth-transmitted signal over time.
Variables
- Time_s_0hr: Cumulative Time (hour)
- Voltage_V_0hr: Baseline (V) of the Bluetooth-transmitted signal during the initial time
- Time_s_23hr: Cumulative Time (hour)
- Voltage_V_23hr: Baseline (V) of the Bluetooth-transmitted signal after 23 hours
- Time_s_48hr: Cumulative Time (hour)
- Voltage_V_48hr: Baseline (V) of the Bluetooth-transmitted signal after 48 hours
- Time_s_96hr: Cumulative Time (hour)
- Voltage_V_96hr: Baseline (V) of the Bluetooth-transmitted signal after 96 hours
- Time_s_116hr: Cumulative Time (hour)
- Voltage_V_116hr: Baseline (V) of the Bluetooth-transmitted signal after 116 hours
File: SFig3A_FatigueTest_raw.csv
Description: Representative 10-s output signals for each cycle. The sensor was immersed in PBS at 37 ˚C and subjected to a constant 40 N external force.
Variables
- Time_s: Time (s)
- ChargeOutput_pC_initial:
- Time_s: Charge output (pC) during initial measurement
- ChargeOutput_pC_8000: Charge output (pC) after 8000 cycles
- Time_s: Time (s)
- ChargeOutput_pC_12000: Charge output (pC) after 12000 cycles
- Time_s: Time (s)
- ChargeOutput_pC_28000: Charge output (pC) after 28000 cycles
- Time_s: Time (s)
- ChargeOutput_pC_44000: Charge output (pC) after 44000 cycles
- Time_s: Time (s)
- ChargeOutput_pC_52000: Charge output (pC) after 52000 cycles
- Time_s: Time (s)
- ChargeOutput_pC_56000: Charge output (pC) after 56000 cycles
- Time_s: Time (s)
- ChargeOutput_pC_60000: Charge output (pC) after 60000 cycles
File: SFig8_raw.zip
Description: Histological analysis of rat skin using H&E staining. Representative images show rat skins (A) without implantation and (B-D) with sensor implantation (8 weeks post-implantation). (C-D) Higher magnification images of skin at the implantation site show rare scattered mature lymphocytes, fibroblasts, and occasional histiocytes.
File: StatsForAllFigs.xlsx
Description: Statistical data for all figures
File: SFig11_raw.zip
Description: Representative H&E-stained sections used for blinded synovitis scoring in the synovial membrane with (A) no implantation and (B) the sensor implant. At one month post-implantation, the tissue section shows a mild, localized foreign body reaction characterized by the presence of multinucleated giant cells. The overall synovial architecture is preserved, with no evidence of apoptosis or necrosis. (C) Quantitative assessment of synovitis using the Krenn synovitis scoring system.
