Self-encoding sensor with microspheres
Disclosed herein are compositions and methods for combining the output obtained from redundant sensor elements in a sensor array.
1. A method of detecting an analyte, said method comprising:
(a) providing a planar array comprising a population of sensor elements at a density of at least 20,000 sensor elements per 1 mm 2 , said population of sensor elements comprising different subpopulations of redundant sensor elements, wherein analytes are bound to separate redundant sensor elements in at least one of said subpopulations of sensor elements;
(b) distinguishing signals generated from said separate redundant sensor elements that are bound to said analytes; and
(c) combining each of the signals distinguished from said separate redundant sensor elements, wherein said signals indicate the presence of said analyte, and wherein said signals comprise optical signals, or non-optical signals generated by the separate redundant sensor elements.
2. The method of claim 1 further comprising converting said optical signals to data representations of optical signals.
3. The method of claim 1 , wherein said non-optical signals comprise signals selected from the group consisting of spectroscopic signals, resonance signals and radioactive signals.
4. The method of claim 1 , further comprising converting said non-optical signals to data representations of non-optical signals.
5. The method of claim 1 , wherein sensor elements in said population of sensor elements comprise wells.
6. The method of claim 5 , wherein some but not all of the wells comprise beads.
7. The method of claim 1 , wherein a sensor element in said population of sensor elements comprises a well that includes a bead.
8. The method of claim 7 , wherein said well is adapted to include no more than one bead.
9. The method of claim 1 , wherein said combining comprises summing said signals detected at separate redundant sensor elements.
10. The method of claim 1 , further comprising performing a statistical analysis on said signals detected at separate redundant sensor elements, thereby determining statistical validity of said signals.
11. The method of claim 10 further comprising determining outlier signals and excluding said outlier signals from said statistical analysis.
12. The method of claim 1 , wherein said at least one subpopulation of redundant sensor elements comprises at least five-fold sensor redundancy.
13. The method of claim 1 , wherein said redundant sensor elements comprise nucleic acids.
14. The method of claim 1 , wherein said redundant sensor elements comprise antibodies.
15. The method of claim 1 , wherein said redundant sensor elements comprise enzymes.
16. The method of claim 1 further comprising separately combining over time a signal detected at a separate redundant sensor element.
17. The method of claim 1 , wherein said array comprises a population of sensor elements at a density of at least 50,000 sensor elements per 1 mm 2 .
18. The method of claim 1 , wherein the planar array comprises a pattern of charged groups.
19. The method of claim 1 , wherein said signals comprise optical signals generated by the separate redundant sensor elements.
20. The method of claim 1 , wherein said signals comprise non-optical signals generated by the separate redundant sensor elements.