Abstract: A method is provided in various embodiments for determining a profile data set for a subject with colorectal cancer or conditions related to colorectal cancer based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification for measuring the amount of RNA corresponding to at least 1 constituent from Tables 1-5. The profile data set comprises the measure of each constituent, and amplification is performed under measurement conditions that are substantially repeatable.

Abstract: A method is provided in various embodiments for determining a profile data set for a subject with prostate cancer or a condition related to prostate cancer based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification for measuring the amount of RNA corresponding to at least 1 constituent from Table 1 and/or Table 8 in conjunction with PSA. The profile data set comprises the measure of each constituent, and amplification is performed under measurement conditions that are substantially repeatable.

Abstract: Methods are provided for evaluating a biological condition of a subject using a calibrated profile data set derived from a data set having a plurality of members, each member being a quantitative measure of the amount of a subject's RNA or protein as distinct constituents in a panel of constituents. The biological condition may be a naturally occurring physiological state or may be responsive to treatment of the subject with one or more agents. Calibrated profile data sets may be used as a descriptive record for an agent.

Abstract: A method provides an index that is indicative of the state of a subject, as to a biological condition, based on a sample from the subject. An embodiment of this method includes: deriving from the sample a profile data set, the profile data set including a plurality of members, each member being a quantitative measure of the amount of a distinct RNA or protein constituent in a panel of constituents selected so that measurement of the constituents enables evaluation of the biological condition; and in deriving the profile data set, achieving such measure for each constituent under measurement conditions that are substantially repeatable; and applying values from the profile data set to an index function that provides a mapping from an instance of a profile data set into a single-valued measure of biological condition, so as to produce an index pertinent to the biological condition of the subject.

Abstract: A method is provided in various embodiments for determining a profile data set for a subject with infectious disease or inflammatory conditions related to infectious disease based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification for measuring the amount of RNA corresponding to at least 2 constituents from Table 1. The profile data set comprises the measure of each constituent, and amplification is performed under measurement conditions that are substantially repeatable.

Abstract: A method is provided in various embodiments for determining a profile data set for predicting the survivability of a subject with prostate cancer based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification under measurement conditions that are substantially repeatable for measuring the amount of RNA corresponding to at least 1 constituent from Table 1. Alternatively, the method uses electrophoresis or immunohistochemistry for measuring the mount of protein corresponding to at least 1 constituent from Table 20. The profile data set comprises the measure of each constituent.

Abstract: A method is provided in various embodiments for determining a profile data set for a subject with osteoarthritis or conditions related to osteoarthritis based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification for measuring the amount of RNA corresponding to at least one constituent from Tables 1-2, 4-6, and 8. The profile data set comprises the measure of each constituent, and amplification is performed under measurement conditions that are substantially repeatable.

Abstract: Methods are provided for evaluating a biological condition of a subject using a calibrated profile data set derived from a data set having a plurality of members, each member being a quantitative measure of the amount of a subject's RNA or protein as distinct constituents in a panel of constituents. The biological condition may be a naturally occurring physiological state or may be responsive to treatment of the subject with one or more agents. Calibrated profile data sets may be used as a descriptive record for an agent.

Abstract: A method provides an index that is indicative of the state of a subject, as to a biological condition, based on a sample from the subject. An embodiment of this method includes: deriving from the sample a profile data set, the profile data set including a plurality of members, each member being a quantitative measure of the amount of a distinct RNA or protein constituent in a panel of constituents selected so that measurement of the constituents enables evaluation of the biological condition; and in deriving the profile data set, achieving such measure for each constituent under measurement conditions that are substantially repeatable; and applying values from the profile data set to an index function that provides a mapping from an instance of a profile data set into a single-valued measure of biological condition, so as to produce an index pertinent to the biological condition of the subject.

Abstract: A method is provided in various embodiments for determining a profile data set for predicting the response top immunotherapy and or survivability of a subject with melanoma based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification under measurement conditions that are substantially repeatable for measuring the amount of RNA corresponding to at least 2, 3 or 4 constituents according to the gene models shown in Tables 2-3, 4-6 and 9.

Abstract: A method is provided in various embodiments for determining a profile data set for a subject with cervical cancer or conditions related to cervical cancer based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification for measuring the amount of RNA corresponding to at least 1 constituent from Tables 1-5. The profile data set comprises the measure of each constituent, and amplification is performed under measurement conditions that are substantially repeatable.

Abstract: A method is provided in various embodiments for determining a profile data set for a subject with skin cancer or a condition related to skin cancer based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification for measuring the amount of RNA corresponding to at least 1 constituent from Tables 1-6. The profile data set comprises the measure of each constituent, and amplification is performed under measurement conditions that are substantially repeatable.

Abstract: A method is provided in various embodiments for determining a profile data set for a subject with prostate cancer or conditions related to prostate cancer based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification for measuring the amount of RNA corresponding to at least 1 constituent from Tables 1-4. The profile data set comprises the measure of each constituent, and amplification is performed under measurement conditions that are substantially repeatable.

Abstract: A method is provided in various embodiments for determining a profile data set for a subject with ocular disease or conditions related to ocular disease based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification for measuring the amount of RNA corresponding to at least one constituent from Tables 1-5, 7-9, and 11-13. The profile data set comprises the measure of each constituent, and amplification is performed under measurement conditions that are substantially repeatable.

Abstract: A method is provided in various embodiments for determining a profile data set for a subject with colorectal cancer or conditions related to colorectal cancer based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification for measuring the amount of RNA corresponding to at least 1 constituent from Tables 1-5. The profile data set comprises the measure of each constituent, and amplification is performed under measurement conditions that are substantially repeatable.

Abstract: A method is provided in various embodiments for determining a profile data set for a subject with lung cancer or conditions related to lung cancer based on a sample from the subject, wherein the sample provides a source of RNAs. The method includes using amplification for measuring the amount of RNA corresponding to at least 1 constituent from Tables 1-5. The profile data set comprises the measure of each constituent, and amplification is performed under measurement conditions that arc substantially repeatable.

Abstract: A method provides an index that is indicative of the state of a subject, as to a biological condition, based on a sample from the subject.

Abstract: Gene expression data, in particular gene expression profiles, are created and used in the identification, monitoring and treatment of disease and characterization of biological conditions. Profile data sets are derived from subject samples and include quantitative substantially repeatable measures of a distinct amount of RNA or protein constituent in a panel selected to enable evaluation of a biological condition. Such profile data sets may be used to provide an index indicative of the biological state of a subject, which may be compared to a normative value of the index determined with respect to a relevant population of subjects.

Abstract: Gene expression data, in particular gene expression profiles, are created and used in the identification, monitoring and treatment of disease and characterization of biological conditions. Profile data sets are derived from subject samples and include quantitative substantially repeatable measures of a distinct amount of RNA or protein constituent in a panel selected to enable evaluation of a biological condition. Such profile data sets may be used to provide an index indicative of the biological state of a subject, which may be compared to a normative value of the index determined with respect to a relevant population of subjects.

Abstract: Methods are provided for evaluating a biological condition of a subject using a calibrated profile data set derived from a data set having a plurality of members, each member being a quantitative measure of the amount of a subject's RNA or protein as distinct constituents in a panel of constituents. The biological condition may be a naturally occurring physiological state or may be responsive to treatment of the subject with one or more agents. Calibrated profile data sets may be used as a descriptive record for an agent.